University of Cambridge
Electrocardiogram–Language Model for Few-Shot Question Answering with Meta Learning.
Jialu Tang, Tong Xia, Yuan Lu, Cecilia Mascolo, Aaqib Saeed.
In Proceedings of AHLI Conference on Health, Inference,
and Learning (CHIL) 2025. June 2025. Berkeley, California
Deep-Learning Based Segmentation of In-Ear Cardiac
Sounds.
Jordan Waters, Jake Stuchbury-Wass, Yang Liu, Kayla-Jade
Butkow, Cecilia Mascolo.
In Proceedings of Annual
International Conference of the IEEE Engineering in
Medicine and Biology Society (EMBC). July
2025. Copenhagen, Denmark.
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SALTS: Streamlined Adaptive Learning for Sensors
Time Series.
Sotirios Vavaroutas, Georgios Rizos, Cecilia Mascolo.
In Proceedings of Annual
International Conference of the IEEE Engineering in
Medicine and Biology Society (EMBC). July
2025. Copenhagen, Denmark.
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SQUIREDL: Sparse Sequence-to-Sequence Uncertainty
Estimation in Evidential Deep Learning.
Sotirios Vavaroutas, Ting Dang, Emma Rocheteau, Cecilia
Mascolo.
In ACM Transactions on Computing for Healthcare. To
Appear.
SmarTeeth: Augmenting Manual Toothbrushing with
In-ear Microphones.
Qiang Yang, Yang Liu, Jake Stuchbury-Wass, Kayla-Jade
Butkow, Emeli Panariti, Dong Ma, Cecilia Mascolo.
In Procs of Int. Conference on Human Factors in
Computing Systems (CHI2025). April 2025. Yokohama, Japan.
Heart Sounds for High Blood Pressure Prediction.
Erika Bondareva, Jing Han, Katarzyna Szczurek,
Dawid Szczepanek, Tomasz Jadczyk, Cecilia Mascolo.
In IEEE International Conference on Acoustics, Speech
and Signal Processing (ICASSP 2025). April 2025. Hyderabad, India. [PDF].
Electrocardiogram Report Generation and Question
Answering via Retrieval-Augmented Self-Supervised
Modeling.
Jialu Tang, Tong Xia, Yuan Lu, Cecilia Mascolo, Aaqib
Saeed.
In IEEE International Conference on Acoustics, Speech
and Signal Processing (ICASSP 2025). April 2025. Hyderabad, India.
RespEar: Earable-Based Robust Respiratory Rate Monitoring.
Yang Liu, Kayla-Jade Butkow, Jake Stuchbury-Wass, Adam
Pullin, Dong Ma, Cecilia Mascolo.
In Proceedings of 23rd International Conference on
Pervasive Computing and Communications (PerCom 2025).
March 2025. Washington, DC. USA. Best Paper Award.
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WalkEar: Earable-based Application-agnostic Gait Monitoring
System.
Jake Stuchbury-Wass, Yang Liu,
Kayla-Jade Butkow, Josh Carter, Qiang Yang, Mathias Ciliberto, Ezio Preatoni, Dong Ma, Cecilia Mascolo.
In Proceedings of 23rd International Conference on
Pervasive Computing and Communications (PerCom
2025).
March 2025. Washington, DC. USA.
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RespLLM: Unifying Audio and Text with Multimodal
LLMs for Generalized Respiratory Health Prediction.
Yuwei Zhang, Tong Xia, Aaqib Saeed, Cecilia Mascolo.
In Proceedings of Machine Learning for Health Symposium (ML4H2024)
. Vancouver,
Canada. December 2024. [PDF].
FedEE: Uncertainty-Aware Personalized Federated
Learning for Realistic Healthcare Applications.
Yuwei Zhang, Tong Xia, Abhirup Ghosh, Cecilia Mascolo.
In Proceedings of Machine Learning for Health Symposium
(ML4H2024). Vancouver, Canada. December 2024.
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Towards Open Respiratory Acoustic Foundation Models: Pretraining
and Benchmarking.
Yuwei Zhang, Tong Xia, Jing Han, Yu Wu, Georgios Rizos,
Yang Liu, Mohammed Mosuily, Jagmohan Chauhan, Cecilia
Mascolo.
In Proceedings of NeurIPS Datasets and Benchmarks
Track 2024. Vancouver, Canada. December 2024.
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TinyTTA: Efficient Test-time Adaptation via
Early-exit Ensembles on Edge Devices.
Hong Jia, Young Kwon, Alessio Orsino, Ting Dang,
Domenico Talia, Cecilia Mascolo.
In Proceedings of NeurIPS 2024. Vancouver,
Canada. December 2024.
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RespLLM: Unifying Audio and Text with Multimodal
LLMs for Generalized Respiratory Health Prediction.
Yuwei Zhang, Tong Xia, Aaqib Saeed, Cecilia Mascolo.
In NeurIPS Workshop on Advancements In Medical
Foundation Models: Explainability, Robustness,
Security, and Beyond. Vancouver, Canada. December 2024.
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Electrocardiogram Report Generation and Question
Answering via Retrieval-Augmented Self-Supervised
Modeling.
Jialu Tang, Tong Xia, Yuan Lu, Cecilia Mascolo, Aaqib
Saeed.
In NeurIPS Workshop on Time Series in the Age of Large
Models. Vancouver, Canada. December 2024.
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Sounding out the Power of Audio for Health.
Cecilia Mascolo.
In IEEE Pervasive Computing. Inaugural Research
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ECG-DPM: Electrocardiogram Generation via a Spectrogram-Based
Diffusion Probabilistic Model.
Lujundong LI, Tong Xia, Haojie Zhang, Dongchen He, Kun
Qian, Yamamoto Yoshiharu, Bjoern Schuller, Bin Hu and
Cecilia Mascolo.
In Proceedings of 21st IEEE International Conference on
Ubiquitous Intelligence and Computing (IEEE UIC
2024). Fiji December 2024.
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StatioCL : Contrastive Learning for Time Series via Non-stationary and Temporal Contrast.
Yvonne Wu, Ting Dang, Dimitris Spathis, Hong Jia,
Cecilia Mascolo.
In Proceedings of Conference on Information and
Knowledge Management (CIKM). Boise, Idaho, USA. October
2024.
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BrushBuds: Toothbrushing Tracking Using Earphone
IMUs.
Qiang Yang, Yang Liu,Jake
Stuchbury-Wass, Kayla-Jade Butkow, Dong Ma, Cecilia Mascolo.
In UbiComp/ISWC 2024 Workshop EarComp 2024. Melbourne,
Australia. October 2024.
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EarTune: Exploring the Physiology of Music
Listening.
Kayla-Jade Butkow, Andrea Ferlini, Fahim Kawsar, Cecilia
Mascolo, Alessandro Montanari.
In UbiComp/ISWC 2024 Workshop EarComp 2024. Melbourne,
Australia. October 2024.
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Listening to the Heart: Unifying Open Audio Databases for
Cardiology Research.
Jing Han, Erika Bondareva, Tomasz Jadczyk, Cecilia Mascolo.
In Computing in Cardiology (CinC24). Karlsruhe, Germany. September 2024.
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FLea: Addressing data scarcity and label skew in
federated learning via privacy-preserving feature
augmentation.
Tong Xia, Abhirup Ghosh, Xinchi Qui, Cecilia Mascolo.
In Proceedings of the ACM Conference on
Knowledge Discovery and Data (KDD). Research
Track. Barcelona, Spain. August 2024.
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TinyTrain: Resource-Aware Task-Adaptive Sparse
Training of DNNs at the Data-Scarce Edge.
Young D. Kwon, Rui Li, Stylianos Venieris, Jagmohan
Chauhan, Nicholas D. Lane, Cecilia Mascolo.
In International Conference on Machine Learning (ICML
2024). Vienna, Austria. July 2024.
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Detecting Foot Strikes during Running with
Earbuds.
Changshuo Hu, Thivya Kandappu, Jake Stuchbury-Wass, Yang
Liu, Anthony Tang, Cecilia Mascolo, Dong Ma.
In Workshop on Body-Centric Systems and
Applications.
(BodySys 2024); colocated with ACM MobiSys24. Tokyo,
Japan. June 2024.
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IMChew: Chewing Analysis using Earphone Inertial Measurement Units.
Tamisa Ketmalasiri, Yu Wu, Kayla-Jade Butkow, Cecilia
Mascolo, Yang Liu.
In Workshop on Body-Centric Systems and
Applications.
(BodySys 2024); colocated with ACM MobiSys24. Tokyo,
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Emotion Recognition from Speech Signals by
Mel-Spectrogram and a CNN-RNN.
Roneel V. Sharan, Cecilia Mascolo, Bjoern Shuller.
In Procs of the Engineering in Medicine and Biology
Conference (EMBC24). July 2024. Orlando, Florida, USA.
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BreathPro: Monitoring Breathing Mode during
Running with Earables.
Changshou Hu, Thivya Kandappu, Yang Liu, Cecilia
Mascolo, Dong Ma.
In Proceedings of the ACM on
Interactive, Mobile, Wearable and Ubiquitous Technologies
(IMWUT). 2024.
An evaluation of heart rate monitoring with in-ear
microphones under motion.
Kayla-Jade Butkow, Ting Dang, Andrea Ferlini, Dong Ma,
Yang Liu, Cecilia Mascolo.
In Pervasive and Mobile Computing. 2024.
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Uncertainty-aware Health Diagnostics via
Class-balanced Evidential Deep Learning.
Tong Xia, Ting Dang, Jing Han, Lorena Qendro, Cecilia
Mascolo.
In IEEE Journal of Biomedical and Health Informatics
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UR2M: Uncertainty and
Resource-Aware Event Detection on Microcontrollers.
Hong Jia, Young Kwon, Dong Ma, Nhat Phan, Lorena
Qendro, Tam Vu, Cecilia Mascolo.
In Proceedings of 22nd International Conference on
Pervasive Computing and Communications (PerCom 2024).
March 2024. Biarritz, France.
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Balancing Continual Learning and Fine-tuning for Human Activity Recognition.
Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar,
Akhil Mathur, Cecilia Mascolo,
In Human-Centric Representation Learning
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Practical self-supervised continual learning with continual fine-tuning.
Ian Tang, Lorena Qendro, Dimitris Spathis, Fahim Kawsar,
Cecilia Mascolo, Akhil Mathur.
In Winter Conference on Applications of Computer Vision
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Human-centered AI for mobile health sensing:
challenges and opportunities.
Ting Dang, Dimitris Spathis, Abhirup Ghosh, Cecilia
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LifeLearner: Hardware-Aware Meta Continual
Learning System for Embedded Computing Platforms.
Young Kwon, Jagmohan Chauhan, Hong Jia, Stylianos
Venieris, Cecilia Mascolo.
In Procs of ACM C
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Embracing the Imaginary:
Deep Complex-valued Networks for Heart Murmur Detection.
Erika Bondareva, George Rizos, Jing Han, Cecilia
Mascolo.
In Computing in Cardiology Conference. October
2023. Atlanta, Georgia, USA.
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EarSet: A Multi-Modal Dataset for Studying the
Impact of Head and Facial Movements on In-Ear PPG
Signal.
Alessandro Montanari, Andrea Ferlini, Ananta Narayanan
Balaji, Cecilia Mascolo, Fahim Kawsar.
In Nature Scientific Data. 2023.
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Yawning Detection using Earphone Inertial
Measurement Units.
Jacob Brown, Yang Liu, Cecilia Mascolo.
In Proceedings of the 2nd Workshop on Smart Wearable
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Mobicom23. October
2023. Madrid, Spain.
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UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction.
Yu Wu, Dimitris Spathis, Hong Jia, Ignacio
Perez-Pozuelo, Tomas Gonzales, Soren Brage, Nicholas
Wareham, Cecilia Mascolo.
In Machine Learning for Healthcare Conference. July 2023 New York,
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Uncertainty Quantification in Federated Learning for
Heterogeneous Health Data.
Yuwei Zhang, Tong Xia, Abhirup Ghosh, Cecilia Mascolo.
In FL4Data-Mining workshop at KDD 2023. August 2023. Long Beach, CA, USA. [PDF]
Uncertainty-informed on-device personalisation
using early exit networks on sensor signals.
Terry Fawden, Lorena Qendro, Cecilia Mascolo.
In European Signal Processing Conference (EUSIPCO23). September
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Conditional Neural ODE Processes for Individual
Disease Progression Forecasting: A Case Study on
COVID-19.
Ting Dang, Jing Han, Tong Xia, Erika Bondareva, Chloë
Siegele-Brown, Jagmohan Chauhan, Andreas Grammenos,
Dimitris Spathis, Pietro Cicuta, Cecilia Mascolo.
In Proceedings of the ACM Conference on
Knowledge Discovery and Data (KDD). Applied
Data Science Track. August 2023. Long Beach, CA, USA.
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Evaluating Listening Performance for COVID-19
Detection by Clinicians and Machine Learning: A
Comparative Study.
Jing Han, Marco Montagna, Andreas Grammenos, Tong Xia,
Erika Bondareva, Chloe Siegele-Brown, Jagmohan Chauhan,
Ting Dang, Dimitris Spathis, Andres Floto, Pietro Cicuta,
Cecilia Mascolo.
In Journal of Medical Internet Research (JMIR). Vol 25
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Modeling with Homophily Driven Heterogeneous Data
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Abhirup Ghosh, Cecilia Mascolo.
In Procs of Int. Joint Conference on Artificial
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Uncertainty Estimation with Data Augmentation for
Active Learning Tasks on Health Data.
Sotirios Vavaroutas, Lorena Qendro, Cecilia Mascolo.
In Procs of the Engineering in Medicine and Biology
Conference (EMBC23). July 2023. Sydney, Australia.
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Denoising Cough Sound Recordings Using Neural Networks.
Laya Jose, Shlomo Berkovsky, Hao Xiong, Cecilia Mascolo,
and Roneel V. Sharan.
In Procs of the Engineering in Medicine and Biology
Conference (EMBC23). July 2023. Sydney, Australia.
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Heart rate extraction from abdominal audio signals.
Jake Stuchbury-Wass, Erika Bondareva, Kayla-Jade Butkow,
Sanja Scepanovic, Zoran Radivojevic, Cecilia Mascolo.
In Proceedings of the IEEE International Conference on
Acoustics, Speech and Signal Processing (ICASSP23). June
23. Rhodes, Greece.
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Cross-device federated learning for mobile health
diagnostics: a first study on COVID-19 detection.
Tong Xia, Jing Han, Abhirup Ghosh, Cecilia Mascolo.
In Proceedings of the IEEE International Conference on
Acoustics, Speech and Signal Processing (ICASSP23). June
23. Rhodes, Greece.
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An automated, online feasibility randomised
controlled trial of a Just-In-Time Adaptive Intervention
for smoking cessation (Quit Sense)
Felix Naughton, Aimie Hope, Chloë Siegele-Brown, Kelly
Grant, Garry Barton, Caitlin Notley, Cecilia Mascolo,
Tim Coleman, Lee Shepstone, Stephen Sutton, Toby
Prevost, David Crane, Felix Greaves, Juliet High.
In Nicotine & Tobacco Research. April 2023.
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hEARt: Motion-resilient Heart Rate Monitoring with In-ear Microphones.
Kayla-Jade Butkow, Ting Dang, Andrea Ferlini, Dong Ma,
Cecilia Mascolo.
In Proceedings of 21st International Conference on
Pervasive Computing and Communications (PerCom
2023). Atlanta, GA, USA. March 2023.
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Hybrid-EDL: Improving Evidential Deep Learning for
Uncertainty Quantification on Imbalanced Data.
Tong Xia, Jing Han, Lorena Qendro, Ting Dang, Cecilia
Mascolo.
In Workshop on Trustworthy and Socially
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December 2022.
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Turning Silver into Gold: Domain Adaptation with
Noisy Labels for Wearable Cardio-Respiratory Fitness
Prediction.
Yu Wu, Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales,
Soren Brage, Nicholas Wareham, Cecilia Mascolo.
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Machine Learning for Health. December 2022. Poster
presentation.
Longitudinal cardio-respiratory fitness prediction through free-living wearable sensing.
Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Yu Wu,
Soren Brage, Nicholas Wareham, Cecilia Mascolo.
In In Npj Digital Medicine. December 2022.
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Towards Uncertainty-Aware Murmur Detection in Heart
Sounds via Tandem Learning.
Erika Bondareva, Tong Xia, Jing Han, Cecilia Mascolo.
In Computing in Cardiology (CinC22). September 2022.
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Exploring machine learning for audio-based
respiratory condition screening: A concise review of
databases, methods, and open issues.
Tong Xia , Jing Han and Cecilia Mascolo.
In Experimental Biology and Medicine. 2022.
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Mobile Health with Head-Worn Devices: Challenges
and Opportunities.
Andrea Ferlini, Dong Ma, Lorena Qendro, Cecilia Mascolo.
IEEE Pervasive Computing Special Issue on Grand
Challenges in Pervasive Computing. 2022.
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PROS: an Efficient Pattern-Driven Compressive Sensing Framework for Low-Power Biopotential-based Wearable with On-chip Intelligence.
Nhat Pham, Hong Jia, Minh Tran, Tuan Dinh, Nam Bui,
Young Kwon, Dong Ma, VP Nguyen, Cecilia Mascolo, Tam Vu.
In ACM International Conference On
Mobile Computing And Networking (MOBICOM). October 2022.
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Investigating Domain-agnostic Performance in
Activity Recognition using Accelerometer Data.
Apinan Hasthanasombat, Abhirup Ghosh, Dimitris Spathis,
Cecilia Mascolo.
In HASCA (Human Activity Sensing Corpus and
Applications) Workshop (colocated with Ubicomp)
2022. September 2022.
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Exploring Semi-supervised Learning for Audio-based
COVID-19 Detection using FixMatch.
Ting Dang, Thomas Quinnell and Cecilia Mascolo.
In INTERSPEECH 2022. September 2022.
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Exploring Longitudinal Cough, Breath, and Voice Data
for COVID-19 Disease Progression Prediction via
Sequential Deep Learning: Model Development and
Validation.
Ting Dang, Jing Han, Tong Xia, Dimitris Spathis, Erika
Bondareva, Chloe Brown, Jagmohan Chauhan, Apinan
Hasthanasombat, Andreas Grammenos, Andres Floto, Pietro
Cicuta, Cecilia Mascolo.
In Journal of Medical Internet Research (JMIR).
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Exploring On-Device Learning Using Few Shots for
Audio Classification.
Jagmohan Chauhan, Young Kwon, Cecilia Mascolo.
In Proceedings of the European Signal Processing
Conference (EUSIPCO 2022). August 2022.
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Detecting sleep outside the clinic using wearable
heart rate devices.
Ignacio Perez-Pozuelo, Marius Posa, Dimitris Spathis,
Kate Westgate, Nicholas Wareham, Cecilia Mascolo, Søren
Brage, and Joao Palotti.
Nature Scientific Reports. [Link]
Towards Adversarial Robustness with Early Exit
Ensembles.
Lorena Qendro, Cecilia Mascolo.
In Proceedings of the Engineering in Medicine and
Biology Conference (EMBC). July 2022.
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Stress Inference from Abdominal Sounds using
Machine Learning.
Erika Bondareva, Marios Constantinides, Michael
Eggleston, Ireneusz Jabłon, Cecilia Mascolo, Zoran
Radivojevic, Sanja Scepanovic.
In Proceedings of the Engineering in Medicine and
Biology Conference (EMBC). July 2022.
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Machine Learning Detects Altered Spatial Navigation
Features in Outdoor Behaviour of Alzheimer’s Disease
Patients.
Abhirup Ghosh, Vaisakh Puthusseryppady, Dennis Chan,
Cecilia Mascolo, Michael Hornberger.
Nature Scientific Reports. [Link]. Department's Paper of the Year Award.
YONO: Modeling Multiple Heterogeneous Neural
Networks on Microcontrollers.
Young Kwon, Jagmohan Chauhan, Cecilia
Mascolo.
In International Conference on Information Processing in
Sensor Networks (IPSN22). May 2022.
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Improving feature generalizability with multitask learning in class
incremental learning.
Dong Ma, Ian Tang, Cecilia Mascolo.
In Proceedings of the IEEE International Conference on
Acoustics, Speech and Signal Processing (ICASSP22). May
2022.
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Robust and efficient uncertainty aware biosignal
classification via early exit ensembles.
Alexander Campbell, Lorena Qendro, Pietro Lio, Cecilia Mascolo.
In Proceedings of the IEEE International Conference on
Acoustics, Speech and Signal Processing (ICASSP22). May
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Enabling On-Device Smartphone GPU based Training:
Lessons Learned.
Anish Das, Young Kwon, Jagmohan Chauhan, Cecilia
Mascolo.
In International Workshop on First International
Workshop on Negative Results in Pervasive Computing
(PerFail). Colocated with Percom22. March 2022.
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Benchmarking Uncertainty Qualification on Biosignal
Classification Tasks under Dataset Shift.
Tong Xia, Jing Han, Cecilia Mascolo.
In International Workshop on Health
Intelligence W3PHIAI-22 (colocated with
AAAI22). February 2022. [PDF]
Sounds of COVID-19: exploring realistic performance of audio-based digital testing.
Jing Han, Tong Xia, Dimitris Spathis, Erika Bondareva, Chloe Brown, Jagmohan Chauhan, Ting Dang, Andreas Grammenos,
Apinan Hasthanasombat, Andres Floto, Pietro Cicuta, Cecilia Mascolo.
In Npj Digital Medicine. January 2022.
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Innovative Human Motion Sensing With Earbuds.
Dong Ma, Andrea Ferlini, Cecilia Mascolo.
GetMobile: Mobile Computing and Communications. 25 (4),
24-29. December 2021.
Breaking away from labels: the promise of
self-supervised machine learning in intelligent health.
Dimitris Spathis, Ignacio Perez-Pozuelo,
Laia Marques-Fernandez, Cecilia Mascolo.
In Patterns. [Paper Link].
Early Exit Ensembles for Uncertainty Quantification.
Lorena Qendro, Alexander Campbell, Pietro Lio, Cecilia
Mascolo. Thematic Award.
In Machine Learning for Health (ML4H). December 2021.
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Evaluating Contrastive Learning on Wearable
Timeseries for Downstream Clinical Outcomes. (Extended Abstract)
Kevalee Shah, Dimitris Spathis, Ian Tang, Cecilia Mascolo.
In Machine Learning for Health (ML4H). December 2021.
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COVID-19 Sounds: A Large-Scale Audio Dataset for Digital Respiratory Screening.
Tong Xia, Dimitris Spathis, Chloe Brown, Jagmohan Chauhan, Andreas Grammenos, Jing Han,
Apinan Hasthanasombat, Erika Bondareva, Ting
Dang, Andres Floto,
Pietro Cicuta,
Cecilia Mascolo.
In Proceedings of 35th Conference on Neural Information Processing Systems (NeurIPS 2021) Track on Datasets
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Exploring System Performance of Continual Learning
for Mobile and Embedded Sensing Applications.
Young Kwon, Jagmohan Chauhan, Abhishek Kumar, Pan Hui,
Cecilia Mascolo.
In Proceedings of ACM/IEEE Symposium on Edge Computing (SEC)
2021. December 2021.
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Best Paper Award.
EarGate: Gait-based User Identification with
In-ear Microphones.
Andrea Ferlini, Dong Ma, Robert Harle, Cecilia Mascolo.
In Proceedings of 27th International Conference On
Mobile Computing And Networking (Mobicom 2021). January 2022.
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Segmentation-free Heart Pathology Detection Using
Deep Learning.
Erika Bondareva, Jing Han, William Bradlow, Cecilia
Mascolo.
In Proceedings of Int. Conf. of the IEEE Engineering in
Medicine and Biology Society. October 2021.
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Earables for Detection of Bruxism: a Feasibility
Study.
Erika Bondareva, Elin Rós Hauksdóttir, Cecilia Mascolo.
In EarComp Workshop. September 2021.
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PilotEar: Enabling In-ear Inertial Navigation.
Ashwin Ahuja, Andrea Ferlini, Cecilia Mascolo.
In EarComp Workshop. September 2021.
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Best Paper Award.
Uncertainty-Aware COVID-19 Detection from Imbalanced
Sound Data.
Tong Xia, Jing Han, Lorena Qendro, Ting Dang, Cecilia
Mascolo.
In Proceedings of INTERSPEECH 2021. September 2021.
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FastICARL: Fast Incremental Classifier and
Representation Learning with Efficient Budget Allocation
in Audio Sensing Applications.
Young Kwon, Jagmohan Chauhan, Cecilia Mascolo.
In Proceedings of INTERSPEECH 2021. September 2021.
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The INTERSPEECH 2021 Computational Paralinguistics
Challenge: COVID-19 Cough, COVID-19 Speech, Escalation &
Primates.
Björn W. Schuller, Anton Batliner, Christian Bergler,
Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya,
Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra
Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown,
Jagmohan Chauhan, Andreas Grammenos, Apinan
Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro
Cicuta, Leon J. M. Rothkrantz, Joeri Zwerts, Jelle
Treep, Casper Kaandorp.
In Proceedings of
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The Benefit of the Doubt: Uncertainty Aware Sensing for Edge Computing Platforms.
Lorena Qendro, Jagmohan Chauhan, Alberto Gil Ramos, Cecilia Mascolo.
In Proceedings of the Sixth ACM/IEEE Symposium on Edge
Computing. December 2021.
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Anticipatory Detection of Compulsive Body-focused
Repetitive Behaviors with Wearables.
Benjamin Searle, Dimitris Spathis, Marios
Constantinides, Daniele Quercia, Cecilia Mascolo.
In Proceedings of the ACM International Conference on
Mobile Human-Computer Interaction (MobileHCI). September
2021. [PDF].
High Frequency EEG Artifact Detection with
Uncertainty via Early Exit Paradigm.
Lorena Qendro, Alexander Campbell, Pietro Lio, Cecilia
Mascolo.
In ICML Human-in-the-loop Workshop. July 2021.
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OESense: Employing Occlusion Effect for In-ear Human
Sensing.
Dong Ma, Andrea Ferlini, Cecilia Mascolo.
In 19th ACM International Conference on Mobile Systems,
Applications, and Services (MobiSys 2021). June 2021.
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The feasibility of PAM intervention to support treatment adherence in people with hypertension in primary care. A randomised controlled trial.
Aikaterini Kassavou, Venus Mirzaei, Sonia Shpendi, James Brimicombe,
Jagmohan Chauhan, Debi Bhattacharya, Felix Naughton,
Wendy Hardeman, Helen Eborall, Miranda Van Emmenis, Anna
De Simoni, Amrit Takhar, Pankaj Gupta, Prashanth Patel,
Cecilia Mascolo, Andrew Toby Prevost, Stephen Morris,
Simon Griffin, Richard J McManus, Jonathan Mant &
Stephen Sutton.
In Nature Scientific Reports.
Randomised controlled trial of a Just-In-Time
Adaptive Intervention (JITAI) smoking
cessation smartphone app: The Quit Sense
feasibility trial protocol.
Felix Naughton, Chloë Brown, Juliet High, Caitlin
Notley, Cecilia Mascolo, Tim Coleman, Garry
Barton, Lee Shepstone, Stephen Sutton, Toby
Prevost, David Crane, Felix Greaves, Aimie
Hope.
BMJ Open. 2021.
Exploring Automatic COVID-19 Diagnosis
via Voice and Symptoms from Crowdsourced
Data.
Jing Han, Chloe Brown, Jagmohan Chauhan,
Andreas Grammenos, Apinan Hasthanasombat,
Dimitris Spathis, Tong Xia, Pietro Cicuta,
Cecilia Mascolo.
In Proceedings of the IEEE
International Conference on Acoustics,
Speech and Signal Processing (ICASSP21). June 2021.
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Self-supervised transfer learning of physiological
representations from free-living wearable
data.
Dimitris Spathis, Ignacio Perez-Pozuelo,
Soren Brage, Nick Wareham, Cecilia Mascolo.
In Proceedings of ACM Conference on Health,
Inference, and Learning (CHIL21). April
2021.
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SelfHAR: Improving Human Activity
Recognition through Self-training with
Unlabeled Data.
Ian Tang, Dimitris Spathis, Ignacio Perez-Pozuelo,
Soren Brage, Nick Wareham, Cecilia Mascolo.
In Proceedings of the ACM on
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Enabling In-Ear Magnetic Sensing:
Automatic and User Transparent Magnetometer
Calibration.
Andrea Ferlini, Alessandro Montanari,
Andreas Grammenos, Robert Harle, Cecilia
Mascolo.
In 2021 IEEE International Conference on
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Wearables, smartphones, and artificial
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health
Ignacio Perez-Pozuelo, Dimitris Spathis, Emma
Clifton, Cecilia Mascolo.
In Digital Health
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Applications. Elsevier. 2021. Link.
β-Cores: Robust Large-Scale Bayesian
Data Summarization in the Presence of
Outliers.
Dionysis Manousakas, Cecilia Mascolo.
In Proceedings of the 14th ACM Conference on Web
Search and Data Mining. March 2021. [PDF].
Learning Generalizable Physiological
Representations from Large-scale Wearable
Data.
Dimitris Spathis, Ignacio Perez Pozuelo, Soren
Brage, Nick Wareham, Cecilia Mascolo.
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for Mobile Health Workshop at NeurIPS. 2020. [PDF].
Exploring Contrastive Learning in
Human Activity Recognition for
Healthcare.
Ian Tang, Dimitris Spathis, Ignacio Perez Pozuelo,
Cecilia Mascolo.
In ML
for Mobile Health Workshop at NeurIPS. 2020.
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ContAuth: Continual Learning Framework
for Behavioral-based User
Authentication.
Jagmohan Chauhan, Young Kwon, Pan Hui,
Cecilia Mascolo.
In Proceedings of the ACM on
Interactive, Mobile, Wearable and Ubiquitous Technologies
(IMWUT). Volume 4. Issue 4. 2020. [PDF].
Federated Principal Component
Analysis.
Andreas Grammenos,
Rodrigo Mendoza-Smith, Jon Crowcroft,
Cecilia Mascolo.
In Proceedings of the 34th
Conference on Neural Information Processing
Systems (NeurIPS). December 2020. [PDF].
Bayesian
Pseudocoresets.
Dionysis
Manousakas, Zuheng Xu, Cecilia Mascolo,
Trevor Campbell.
In Proceedings of the 34th
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A First Step Towards On-Device
Monitoring of Body Sounds in the Wild.
Shyam Taylor, Jagmohan Chauhan, Cecilia
Mascolo.
In Procs. of International Workshop
on Computing for Well-Being
(WellComp2020). September 2020. [PDF] Best Paper Award.
Exploring Automatic Diagnosis of
COVID-19 from Crowdsourced Respiratory Sound
Data.
Chloe Brown, Jagmohan Chauhan, Andreas
Grammenos, Jing Han, Apinan Hasthanasombat,
Dimitris Spathis, Tong Xia, Pietro Cicuta,
Cecilia Mascolo.
In Proceedings of the ACM Conference on
Knowledge Discovery and Data (KDD). Health
Day: AI for COVID. August 2020. [PDF], [Video]. Department's Better Future Award.
Assessing the acceptability of a text
messaging service and smartphone app to
support patient adherence to medications
prescribed for high blood pressure: a pilot
study.
Charlotte A. Court, Jagmohan Chauhan, James
Brimicombe, Debbi Bhattacharya, Felix
Naughton, Wendy Hardeman, Cecilia Mascolo,
Stephen Sutton.
BMC Pilot and Feasibility
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Countering Acoustic Adversarial
Attacks in Microphone-equipped Smart Home
Devices.
Sourav Bhattacharya, Dionysis Manousakas,
Alberto Gil Ramos, Stylianos
Venieris, Nicholas Lane, Cecilia Mascolo.
In Proceedings of the ACM on
Interactive, Mobile, Wearable and Ubiquitous Technologies
(IMWUT). Volume 4 Issue 2. [PDF], [6-min Video].
Leveraging Mobility Flows from
Location Technology Platforms to Test Crime
Pattern Theory in Large Cities.
Cristina Kadar, Stefan Feuerriegel,
Anastasios Noulas, Cecilia Mascolo.
In International AAAI Conference on Web and
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Head Motion Tracking Through in-Ear Wearables.
Andrea Ferlini, Alessandro Montanari, Cecilia Mascolo,
Robert Harle.
In 1st International Workshop on Earable Computing
(colocated with Ubicomp 2019). London, Uk. September 2019.
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Sequence Multi-task Learning to Forecast Mental
Wellbeing from Sparse Self-reported Data.
Dimitris Spathis, Sandra Servia Rodríguez, Katayoun Farrahi,
Cecilia Mascolo and Jason Rentfrow.
In Procs of ACM Int. Conference on Knowledge Discovery and
Data. Applied Data Science Track.
(KDD 2019). Anchorage, Alaska, USA. August 2019.
[PDF]. 2-min
Video here.
Topic-Enhanced Memory Networks for Personalised
Point-of-Interest Recommendation.
Xiao Zhou, Cecilia Mascolo and Zhongxiang Zhao.
In Procs of ACM Int. Conference on Knowledge Discovery and
Data. Applied Data Science Track.
(KDD 2019). Anchorage, Alaska, USA. August 2019.
[PDF]. 2-min
Video here.
Passive mobile sensing and psychological traits for
large scale mood prediction.
Dimitris Spathis, Sandra Servia Rodríguez, Katayoun Farrahi, Cecilia Mascolo and Jason Rentfrow.
In Proceedings of PervasiveHealth 2019 - 13th
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for Healthcare. Trento, Italy. May 2019.
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Understanding the Effects of the Neighbourhood Built
Environment on Public Health with Open Data.
Apinan Hastanasombat and Cecilia Mascolo.
In Proceedings of The Web Conference 2019 (WWW2019). San
Francisco, CA. May 2019.
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What will you do for the rest of your day? An approach to
partial human daily trajectory prediction.
Amin Sadri, Flora Salim, Yongli Ren, Wei Shao, John Krumm, Cecilia Mascolo.
In Proceedings of the ACM on
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(IMWUT). Volume 2, Issue 4. Presented at Ubicomp
2019. London, UK. September 2019.
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The Role of Urban Mobility in Retail Business
Survival.
Krittika D'Silva, Kasthuri Jayarajah, Anastasios Noulas, Cecilia
Mascolo, Archan Misra.
In Proceedings of the ACM on
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2018. Singapore. October 2018.
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Developing and Deploying a Taxi Price Comparison Mobile App in
the Wild: Insights and Challenges.
Vsevolod Salnikov, Anastasios Noulas, Desislava Hristova, Cecilia
Mascolo, Renaud Lambiotte.
In Proceedings of IEEE International Conference on Data Science
and Advanced Analytics (DSAA). Turin, Italy. October 2018.
[PDF].
Discovering latent patterns of urban cultural interactions in
WeChat for modern city planning.
Xiao Zhou, Anastasios Noulas, Cecilia Mascolo, Zhongxiang Zhao.
In Procs of ACM Int. Conference on Knowledge Discovery and Data
(KDD 2018). London, UK. August 2018.
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Predicting the temporal activity patterns of new
venues.
Krittika D'Silva, Anastasios Noulas, Mirco Musolesi Cecilia
Mascolo, and Max Sklar.
In EPJ Data Science.
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Surveying Areas in Developing Regions Through Context Aware
Drone Mobility.
Alessandro Montanari, Fredrika Kringberg, Alice Valentini, Cecilia
Mascolo, Amanda Prorok.
In Workshop on Micro Aerial Vehicle Networks, Systems, and
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Predicting the Spatio-Temporal Evolution of
Chronic Diseases in Population with Human Mobility Data.
Yingzi Wang, Xiao Zhou, Anastasios Noulas, Cecilia Mascolo,
Xing Xie, Enhong Chen.
In
Proceedings of 27th International Joint Conference on Artificial
Intelligence and the 23rd European Conference on Artificial
Intelligence (IJCAI). Stockholm, Sweden. July 2018.
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Quantifying Privacy Loss of
Human Mobility Graph Topology.
Dionysis Manousakas, Cecilia Mascolo, Alastair Beresford, Dennis
Chan, Nikhil Sharma.
In Proceedings on the Privacy Enhancing Technologies Symposium
(PoPETS). Issue 3. Vol 2018. Presented in PETS2018,
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You are sensing, but are you biased? A user unaided
sensor calibration approach for mobile sensing.
Andreas Grammenos, Cecilia Mascolo, Jon Crowcroft.
In Proceedings of the ACM on
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(IMWUT). Volume 2, Issue 1. Presented at Ubicomp 2018. Singapore. October 2018.
[PDF].
IMWUT Vol. 2 Distinguished Paper Award.
Measuring Interaction Proxemics with Wearable Light Tags.
Alessandro Montanari, Zhao Tian, Elena Francu, Benjamin Lucas,
Brian Jones, Xia Zhou, Cecilia Mascolo.
In Proceedings of the ACM on
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(IMWUT). Volume 2, Issue 1. Presented at Ubicomp 2018. Singapore. October 2018.
[PDF]. Press Release
Multimodal Deep Learning for Activity and Context
Recognition.
Valentin Radu, Catherine Tong, Sourav Bhattacharya, Nicholas Lane,
Cecilia Mascolo, Mahesh Marina, Fahim Kawsar.
In Proceedings of the ACM on
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[PDF].
Energy neutral operation of vibration energy-harvesting
sensor networks for bridge applications.
Andrea Gaglione, David Rodenas-Herraiz, Yu Jia, Sarfraz Nawaz,
Emmanuelle Arroyo, Cecilia Mascolo, Kenichi Soga, Ashwin
A. Seshia.
In International Conference on Embedded Wireless Systems and
Networks (EWSN 2018). February 2018. Madrid, Spain.
[PDF].
Cultural Investment and Urban Socio-Economic Development: A
Geo-Social Network Approach.
Xiao Zhou, Desislava Hristova, Anastasios Noulas, Cecilia Mascolo,
Max Sklar.
Royal Society Open Science Journal.
[PDF].
Learning From Our Mistakes – Identifying Opportunities for
Technology Intervention to Address Everyday Cognitive
Failure.
Sarah Clinch, Cecilia Mascolo.
IEEE Pervasive Computing. To Appear.
If I build it, will they come? Predicting new venue
visitation patterns through mobility data.
Krittika D'Silva, Anastasios Noulas, Mirco Musolesi, Cecilia
Mascolo, Max Sklar.
In Proceedings of the ACM International Conference on Advances
in Geographic Information Systems (SIGSPATIAL). Poster Paper. Redondo
Beach, CA, USA. November 2017. [PDF].
Low-resource Multi-task Audio Sensing for Mobile and Embedded
Devices via Shared Deep Neural Network Representations.
Petko Georgiev, Sourav Bhattacharya, Nicholas Lane, Cecilia Mascolo.
In Proceedings of the ACM on
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(IMWUT). Volume 1 Issue 3. Presented at Ubicomp 2017. Maui, Hawaii, USA. September 2017.
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Detecting Emerging Activity-Based Working Traits through
Wearable Technology.
Alessandro Montanari, Cecilia Mascolo, Kerstin Sailer, Sarfraz
Nawaz.
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Understanding the Role of Places and Activities on Mobile
Phone Interaction and Usage Patterns.
Abhinav Mehrotra, Sandrine Mueller, Gabriella Harari, Sam Gosling, Cecilia
Mascolo, Mirco Musolesi, Jason Rentfrow.
In Proceedings of the ACM on
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An Active-Radio-Frequency-Identification system capable of
identifying co-locations and social-structure: validation with a
wild free-ranging animal.
Stephen Ellwood, Chris Newman, Robert Montgomery, Vincenzo
Nicosia, Christine Buesching, Andrew Markham, Cecilia Mascolo,
Niki Trigoni, Bence Pasztor, Vladimir Dyo, Vito Latora, Sandra
Baker,David Macdonald.
In Methods in Ecology and Evolution. Wiley. 2017.
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Accelerating Mobile Audio Sensing Algorithms
through On-Chip GPU Offloading.
Petko Georgiev, Nicholas Lane, Cecilia Mascolo, David Chu.
In Proceedings of 15th ACM International Conference on Mobile Systems,
Applications and Services (Mobisys 2017). Niagara Falls,
NY. USA. June 2017. [PDF]. Computer Lab
Publication of the Year.
Detecting and Predicting Socio-Economic Impact of Cultural
Investment through Geo-Social Network Analysis.
Xiao Zhou, Desislava Hristova, Anastasios Noulas, Cecilia Mascolo.
In Proceedings of 11th International AAAI Conference on Web and
Social Media (ICWSM 2017). Poster Paper. Montreal, Canada. May
2017.
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Mobile sensing at the service of mental well-being: a
large-scale longitudinal study.
Sandra Servia-Rodríguez, Kiran K. Rachuri, Cecilia Mascolo, Peter
J. Rentfrow, Neal Lathia, Gillian M. Sandstrom.
In Proceedings of 26th International World Wide Web Conference
(WWW 2017). Computational Health Track. Perth, Australia. April
2017.
[PDF]. Computer Lab Better
Future Award Publication of the Year
A Study of Bluetooth Low Energy Performance for Human
Proximity Detection in the Workplace.
Alessandro Montanari, Sarfraz Nawaz, Cecilia Mascolo, Kerstin
Sailer.
In Proceedings of 15th IEEE International Conference on Pervasive
Computing and Communications (Percom 2017). Kona, Hawaii. March
2017.
[PDF]. Best Paper Candidate.
Happier People Live More Active Lives: Using smartphones to
link happiness and physical activity.
Neal Lathia, Gillian M. Sandstrom, Cecilia Mascolo, Peter
J. Rentfrow. In PLOS ONE. January 2017. Link
to Paper. Press
Release. New
York Times Coverage.
Bridge structural monitoring through a vibration energy harvesting wireless sensor network.
Andrea Gaglione, David Rodenas-Herraiz, Yu Jia, Sarfraz Nawaz,
Cecilia Mascolo, Kenichi Soga, Ashwin A. Seshia.
In Poster
Session of 3rd ACM International Conference on Systems for
Energy-Efficient Built Environments (BuildSys '16). Stanford,
CA. USA. November 2016.
LEO: Scheduling Sensor Inference Algorithms across Heterogeneous Mobile Processors and Network Resources.
Petko Georgiev, Nicholas Lane, Kiran Rachuri, Cecilia Mascolo.
In Proceedings of the 22nd Annual International Conference
on Mobile Computing and Networking (MobiCom16). New York, NY,
USA. October 2016. [PDF]
The feasibility of a context sensing smoking cessation
smartphone application (Q Sense): a mixed methods study.
Felix Naughton, Sarah Hopewell, Neal Lathia, Rik Schalbroeck, Chloe
Brown, Cecilia Mascolo, Stephen Sutton.
JMIR mHealth uHealth. September 2016. Link to Paper.
Evaluating the impact of the 2012 Olympic Games policy on the
regeneration of East London using spatio-temporal big data.
Xiao Zhou, Desislava Hristova, Anastasios Noulas, Cecilia Mascolo.
In Post-ceedings of International Conference on Frontiers of Data
Science for Government: Ideas, Practices, and Projections (Data
for Policy 2016). Cambridge, UK. September 2016.
A Multilayer Approach to Multiplexity and Link Prediction in
Online Geo-Social Networks.
Desislava Hristova, Anastasios Noulas, Chloë Brown, Mirco
Musolesi, Cecilia Mascolo.
EPJ Data Science. 2016, 5:24. [Link to Paper]
Putting Mood in Context: Using Smartphones to Examine How
People Feel in Different Locations.
Gillian Sandstrom, Neal Lathia, Cecilia Mascolo, Peter J Rentfrow.
Special Issue on Within-Person Variability. Journal of Research in
Personality. June 2016. [Link
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The International Postal Network and Other Global Flows As
Proxies for National Wellbeing.
Desislava Hristova, Alex Rutherford, Jose Anson, Miguel
Luengo-Oroz, Cecilia Mascolo.
In PLOS One. [Link
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Tracking Urban Activity Growth Globally with Big
Location Data.
Matthew L Daggitt, Anastasios Noulas, Blake Shaw, and Cecilia
Mascolo.
In Royal Society Open Science Journal. 2016. [Link to Paper]
If You've Got the Money, I've Got the Time: Spatio-Temporal
Footprints of Spending at Sports Events on Foursquare.
Desislava Hristova, David Liben-Nowell, Anastasios Noulas and Cecilia Mascolo.
In Proceedings of CityLab workshop co-located with the
International AAAI Conference on Web and Social Media (ICWSM
2016). Cologne, Germany. May 2016.
Experience in deploying wearable devices for office
analytics.
Alessandro Montanari, Sarfraz Nawaz, Cecilia Mascolo, Kerstin
Sailer.
In Proceedings of Quantified Workplace workshop (colocated with
CSCW2016). San Francisco, USA. February 2016.
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Measuring Urban Social Diversity Using Interconnected
Geo-Social Networks.
Desislava Hristova, Matthew J. Williams, Mirco Musolesi, Pietro
Panzarasa and Cecilia Mascolo.
In Proceedings of 25rd International World Wide Web Conference
(WWW 2016). Social Networks Track. Montreal, Canada. April 2016.
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Press coverage: University, Wired
Mining Open Datasets for Transparency in Taxi Transport in
Metropolitan Environments.
Anastasios Noulas, Vsevolod Salnikov, Renaud Lambiotte, Cecilia
Mascolo.
In EPJ Data Science, 4(1), 1-19. [Link
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Smart Sensing Systems for the Daily Drive.
Sarfraz Nawaz, Christos Efstratiou, and Cecilia Mascolo.
In IEEE Pervasive Computing Magazine. January-March 2016 Issue.
[Preprint].
Monitoring A Large Construction Site Using Wireless Sensor
Networks.
Sarfraz Nawaz, Xiaomin Xu, David Rodenas-Herr'aiz, Paul Fidler, Kenichi Soga, Cecilia Mascolo.
In Proceedings of 6th Workshop on Real World Wireless Sensor Networks
(RealWSN). Co-located with SenSys 2015. Seoul, South
Korea. November 2015.
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Mobile-based Experience Sampling for Behaviour Research.
Veljko Pejovic, Neal Lathia, Cecilia Mascolo and Mirco Musolesi.
Book chapter in Emotions and Personality in Personalized Services. Springer. 2015. [ArXiv Link]
Opportunities for Smartphones in Clinical Care: The Future
of Mobile Mood Monitoring.
Gillian Sandstrom, Neal Lathia, Cecilia Mascolo, P. Jason
Rentfrow.
In Journal of Clinical Psychiatry. 2015.
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Multilayer Brokerage in Geo-Social Networks.
Desislava Hristova, Pietro Panzarasa, Cecilia Mascolo.
In Proceedings of 9th International AAAI Conference on Web and
Social Media (ICWSM 15). Oxford, UK. May 2015
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Topological Properties and Temporal Dynamics of Place
Networks in Urban Environments.
Anastasios Noulas, Blake Shaw, Renaud Lambiotte, Cecilia
Mascolo.
In Proceedings of 24th International World Wide Web Conference
(WWW2015). Industrial Track. Florence, Italy. May 2015.
[ArXiv Link]
ZOE: A Cloud-less Dialog-enabled Continuous Sensing Wearable
Exploiting Heterogeneous Computation.
Nicholas D. Lane, Petko Georgiev, Cecilia Mascolo, Ying Gao.
In Proceedings of 13th International Conference on Mobile Systems,
Applications, and Services (Mobisys 2015). Florence, Italy. May 2015.
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OpenStreetCab: Exploiting Taxi Mobility Patterns in New York City
to Reduce Commuter Costs.
Vsevolod Salnikov, Renaud Lambiotte, Anastasios Noulas and Cecilia
Mascolo.
In Proceedings of Conference on the Scientific Analysis
of Mobile Phone Datasets (NetMob2015). Boston, MA, USA. April 2015. [PDF].
App and Press Coverage.
Beyond Location Check-ins: Exploring Physical and
Soft Sensing to Augment Social Check-in Apps.
Kiran K. Rachuri, Theus Hossmann, Cecilia Mascolo, Sean
Holden.
In Proceedings of 13th IEEE International Conference on Pervasive
Computing and Communications (Percom 2015). St. Louis, MO.
USA. March 2015. [PDF]
Comparing Cities' Cycling Patterns Using Online Shared Bicycle Maps.
Advait Sarkar, Neal Lathia, Cecilia Mascolo.
Transportation, Special Issue on Emerging, Passively Generated
Datasets for Travel Behavior and Policy Analysis. To
appear. Springer. 2014.
The evolution of your success lies at the centre of your
co-authorship network.
Sandra Servia-Rodriguez, Anastasios Noulas, Cecilia Mascolo, Ana
Fernandez-Vilas, Rebeca Diaz-Redondo.
In PLOS ONE. [Link
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What is this place? Inferring place categories
through user patterns identification in geo-tagged
tweets.
Deborah Falcone, Cecilia Mascolo, Carmela Comito, Domenico Talia,
Jon Crowcroft.
In Proceedings of International Conference on
Mobile Computing, Applications and Services (MobiCASE
2014). Austin, TX, USA. November 2014. [PDF]
DSP.Ear: Leveraging Co-Processor Support for Continuous Audio
Sensing on Smartphones.
Petko Georgiev, Nicholas D. Lane, Kiran K. Rachuri, Cecilia Mascolo.
In Proceedings of the ACM International Conference on Embedded
Networked Sensor Systems (SenSys 2014). Memphis, Tennessee,
USA. November 2014. [ArXiv Link]
Mining Users’ Significant Driving Routes with Low-power
Sensors.
Sarfraz Nawaz, Cecilia Mascolo.
In Proceedings of the ACM International Conference on Embedded
Networked Sensor Systems (SenSys 2014). Memphis, Tennessee,
USA. November 2014. [ArXiv Link]
Group colocation behavior in technological social networks.
Chloë Brown, Anastasios Noulas, Neal Lathia, Cecilia Mascolo,
Vincent Blondel.
In PLoS ONE. DOI: 10.1371/journal.pone.0105816. August 2014. [ArXiv Link]
The architecture of innovation: Tracking face-to-face
interactions with ubicomp technologies.
Chloë Brown, Christos Efstratiou, Ilias Leontiadis, Daniele
Quercia, Cecilia Mascolo, James Scott, Peter Key.
In Proceedings of the ACM International Joint Conference on
Pervasive and Ubiquitous Computing (Ubicomp 2014). Seattle, WA,
USA. September 2014. Best Paper Award .
[ArXiv
Link]. Press Coverage
Keep Your Friends Close and Your Facebook Friends Closer: A
Multiplex Network Approach to the Analysis of Offline and Online
Social Ties.
Desislava Hristova, Mirco Musolesi, Cecilia Mascolo.
In Proceedings of the Eighth International AAAI Conference on Weblogs
and Social Media (ICWSM 2014). Ann Arbour, Michigan, USA, June
2014.
[ArXiv Link]
Where Businesses Thrive: Predicting the Impact of the Olympic
Games on Local Retailers through Location-based Services Data.
Petko Georgiev, Anastasios Noulas, Cecilia Mascolo.
In Proceedings of the Eighth International AAAI Conference on Weblogs
and Social Media (ICWSM 2014). Ann Arbour, Michigan, USA, June
2014.
[ArXiv Link]
The Call of the Crowd: Event Participation in Location-based Social Services.
Petko Georgiev, Anastasios Noulas, Cecilia Mascolo.
In Proceedings of the Eighth International AAAI Conference on Weblogs
and Social Media (ICWSM 2014). Ann Arbour, Michigan, USA, June
2014.
[ArXiv Link].
MIT Tech Review coverage.
Tracking serendipitous interactions: How individual
cultures shape the office
Chloë Brown, Christos Efstratiou, Ilias Leontiadis, Daniele
Quercia, Cecilia Mascolo.
In Proceedings of the ACM Conference on Computer Supported Cooperative
Work and Social Computing (CSCW 2014). Baltimore, Maryland,
USA. February 2014.
[ArXiv Link]
Hoodsquare: Modeling and Recommending Neighborhoods in
Location-based Social Networks.
Amy X. Zhang, Anastasios Noulas, Salvatore Scellato, Cecilia
Mascolo.
In Proceedings of the IEEE/ASE International Conference on Social
Computing (SocialCom 2013). Washington D.C., USA. September 2013.
[ArXiv Link]
A Place-focused Model for Social Networks in Cities.
Chloë Brown, Anastasios Noulas, Cecilia Mascolo, Vincent Blondel.
In Proceedings of the IEEE/ASE International Conference on Social
Computing (SocialCom 2013). Washington D.C., USA. September 2013.
[ArXiv Link]
ParkSense: A Smartphone Based Sensing System For
On-Street Parking.
Sarfraz Nawaz, Christos Efstratiou, Cecilia Mascolo.
In Proceedings of 19th ACM International Conference on Mobile
Computing and Networking (Mobicom 2013). Miami,
FL. USA. September 2013.
[PDF]
Contextual Dissonance: Design Bias in Sensor-Based
Experience Sampling Methods.
Neal Lathia, Kiran Rachuri, Cecilia Mascolo, Peter J. Rentfrow.
In Proceeding of ACM International Joint Conference on Pervasive
and Ubiquitous Computing (UbiComp 2013). Zurich,
Switzerland. September 2013.
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Open Source Smartphone Libraries
for Computational Social Science.
Neal Lathia, Kiran Rachuri, Cecilia Mascolo, George Roussos.
In Proceeding of ACM International Workshop on Mobile Systems
for Computational Social Science (MCSS 2013). Zurich,
Switzerland. September 2013.
[PDF]
Geo-Spotting: Mining Online Location-based Services for
Optimal Retail Store Placement.
Dmytro Karamshuk, Anastasios Noulas, Salvatore Scellato, Vincenzo
Nicosia, Cecilia Mascolo.
In Proceedings of 19th ACM International Conference on Knowledge
Discovery and Data Mining (KDD 2013). Chicago, IL. USA. August
2013. [ArXiv
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Smartphones for Large-scale Behaviour Change Interventions.
Neal Lathia, Veljko Pejovic, Kiran Rachuri, Cecilia Mascolo, Mirco
Musolesi, Peter J. Rentfrow.
In IEEE Pervasive Computing. Special Issue on Understanding and Changing Behavior. To Appear.
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Social and place-focused communities in location-based online social networks.
Chloë Brown, Vincenzo Nicosia, Salvatore Scellato, Anastasios Noulas
and Cecilia Mascolo.
In European Physics Journal B. Volume 86, number 6.
[ArXiv PDF]
Exploiting Foursquare and Cellular Data to Infer User
Activity in Urban Environments.
Anastasios Noulas, Cecilia Mascolo and Enrique Frias-Martinez.
In Proceedings of 14th International Conference on Mobile Data
Management (MDM 2013). Milan, Italy. June 2013.
[PDF]
METIS: Exploring mobile phone sensing offloading for efficiently supporting social sensing applications
Kiran K. Rachuri, Christos Efstratiou, Ilias Leontiadis, Cecilia
Mascolo, P. Jason Rentfrow.
In Proceedings of 11th IEEE International Conference on Pervasive
Computing and Communications (Percom 2013). San Diego. CA,
USA. March 2013. Mark Weiser's Best Paper Award. Extension
published in Pervasive and Mobile Computing.
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Graph Metrics for Temporal Networks.
Vincenzo Nicosia, John Tang, Cecilia Mascolo, Mirco Musolesi, Giovanni Russo and Vito Latora.
Book Chapter in Temporal Networks. Petter Home and Jari Saramaki (Editors). Springer. 2013. [ArXiv PDF]
Applications of Temporal Graph Metrics to Real-World Networks.
John Tang, Ilias Leontiadis, Salvatore Scellato, Vincenzo Nicosia,
Cecilia Mascolo, Mirco Musolesi and Vito Latora.
Book Chapter in Temporal Networks. Petter Holme and Jari Saramaki
(Editors). Springer. 2013.
[ArXiv PDF]
Evaluating Temporal Robustness of Mobile Networks
Salvatore Scellato, Ilias Leontiadis, Cecilia Mascolo, Pritwish
Basu, Murtaza Zafer.
In IEEE Transactions on Mobile Computing. Vol 12(1). January 2013. [PDF]
Mining User Mobility Features for Next Place Prediction in
Location-based Services.
Anastasios Noulas, Salvatore Scellato, Neal Lathia and Cecilia
Mascolo.
In Proceedings of IEEE International Conference on Data Mining
(ICDM 2012). Short Paper. Brussels, Belgium. December 2012.
[PDF]
Evolution of a Location-based Online Social Network: Analysis
and Models.
Militiadis Allamanis, Salvatore Scellato and Cecilia Mascolo.
In Proceedings of ACM Internet Measurement Conference (IMC
2012). Boston, MA. November 2012.
[PDF]
A Random Walk Around the City: New Venue Recommendation in
Location-Based Social Networks.
Anastasios Noulas, Salvatore Scellato, Neal Lathia and Cecilia
Mascolo.
In Proceedings of ASE/IEEE International Conference on Social
Computing (SocialCom). Amsterdam, The Netherlands. September 2012.
[PDF]
Talking Places: Modelling and Analysing Linguistic Content in
Foursquare.
Sandro Bauer, Anastasios Noulas, Diarmuid Ó Séaghdha, Stephen
Clark and Cecilia Mascolo.
In Proceedings of ASE/IEEE International Conference on Social
Computing (SocialCom). Amsterdam, The Netherlands. September 2012.
[PDF]
Los Twindignados: the Rise of the Indignants
Movement.
Narseo Vallina-Rodriguez, Salvatore Scellato, Hamed Haddadi, Carl
Forsell, Jon Crowcroft and Cecilia Mascolo.
In Proceedings of ASE/IEEE International Conference on Social
Computing (SocialCom). Amsterdam, The Netherlands. September 2012.
[PDF]
The Importance of Being Placefriends: Discovering
Location-focused Online Communities.
Chloë Brown,
Vincenzo Nicosia,
Salvatore Scellato,
Anastasios Noulas,
Cecilia Mascolo.
In ACM SIGCOMM Workshop on Online Social Networks (WOSN
2012). Helsinki, Finland. August 2012. [PDF]
Far from the eyes, close on the Web: impact of geographic
distance on online social interactions.
Andreas Kaltenbrunner,
Salvatore Scellato,
Yana Volkovich,
David Laniado,
Dave Currie,
Erik J. Jutemar,
Cecilia Mascolo.
In ACM SIGCOMM Workshop on Online Social Networks (WOSN
2012). Helsinki, Finland. August 2012. [PDF]
A tale of many cities: universal patterns in human urban mobility.
Anastasios Noulas, Salvatore Scellato, Renaud Lambiotte, Massimiliano
Pontil, Cecilia Mascolo.
In PLoS ONE. PLoS ONE 7(5): e37027. doi:10.1371/journal.pone.0037027 Link.
WILDSENSING: Design and Deployment of a Sustainable Sensor Network for Wildlife Monitoring
Vladimir Dyo, Stephen A. Ellwood, David W. Macdonald, Andrew Markham,
Cecilia Mascolo, Bence Pasztor,
Salvatore Scellato, Niki Trigoni, Ricklef Wohlers,
Kharsim Yousef.
In ACM Transactions on Sensor Networks (TOSN). Vol 8, Issue 4, Aug. 2012. [PDF]
Collecting Big Datasets of Human Activity One Checkin at a
Time.
Theus Hossmann, Christos Efstratiou and Cecilia Mascolo.
In Proceedings of 4th International Workshop on Hot Topics in Planet-scale Measurement. Colocated with Mobisys
2012. Lake District, UK. June 2012. [PDF]
Social Sensing in the Field: Challenges in Detecting Social
Interactions in Construction Site.
Sarfraz Nawaz, Christos Efstratiou, Cecilia Mascolo and Kenichi
Soga.
In Proceedings of 1st International Workshop on Mobile Systems for
Computational Social Science (MCSS 2012). Colocated with Mobisys
2012. Lake District, UK. June 2012. [PDF]
STOP: Socio-Temporal Opportunistic Patching of Short Range
Mobile Malware.
John Tang, Hyoungshick Kim, Cecilia Mascolo, Mirco Musolesi.
In Proceedings of 13th International Symposium on a
World of Wireless, Mobile and Multimedia Networks (WOWMOM 2012). San
Francisco. USA. June 2012. [PDF]
Where Online Friends Meet: Social Communities in
Location-based Networks.
Chloë Brown, Vincenzo Nicosia, Salvatore Scellato, Anastasios
Noulas and Cecilia Mascolo.
In Proceedings of Sixth International AAAI Conference on
Weblogs and Social Media (ICWSM 2012). Poster Paper. Dublin,
Ireland. June 2012. [PDF]
The length of bridge ties: structural and geographic
properties of online social interactions.
Yana Volkovich, Salvatore Scellato, David Laniado, Cecilia Mascolo
and Andreas Kaltenbrunner.
In Proceedings of Sixth International AAAI Conference on
Weblogs and Social Media (ICWSM 2012). Full Paper. Dublin,
Ireland. June 2012. [PDF]
Sense and Sensibility in a Pervasive World.
Christos Efstratiou, Ilias Leontiadis, Marco Picone, Kiran
K. Rachuri, Cecilia Mascolo, Jon Crowcroft.
In Proceedings of 10th International Conference on Pervasive
Computing (Pervasive 2012). Newcastle, UK. June 2012.
[PDF]
Don't kill my ads! Balancing Privacy in an Ad-Supported Mobile Application Market.
Ilias Leontiadis, Christos Efstratiou, Marco Picone, Cecilia
Mascolo.
In Proceedings of 13th ACM Sigmobile Workshop on Mobile Computing
Systems and Applications (HotMobile 2012). San Diego, CA,
USA. February 2012. [PDF]
SenShare: Transforming sensor networks into multi-application
sensing infrastructures.
Ilias Leontiadis, Christos Efstratiou, Cecilia Mascolo, Jon
Crowcroft.
In Proceedings of 9th European Conference on Wireless Sensor
Networks (EWSN2012). Springer. LNCS 7158, pp. 65--81. Trento,
Italy. February 2012. [PDF]
Components in time-varying graphs
Vincenzo Nicosia, John Tang, Mirco Musolesi, Giovanni Russo,
Cecilia Mascolo, Vito Latora.
In AIP Chaos. Vol.22 Issue 2. arXiv:1106.2134
Centrality Prediction in Dynamic Human Contact Networks
Hyoungshick Kim, John Tang, Ross Anderson, Cecilia Mascolo
In special issue on Complex
Dynamic Networks: Tools and Methods. Computer Networks 56 (3)
pp. 983-996, Elsevier. 2012
[PDF]
On the Effectiveness of an Opportunistic Traffic Management
System for Vehicular Networks
Ilias Leontiadis, Gustavo Marfia, David Mack, Giovanni Pau, Cecilia Mascolo, Mario Gerla.
In IEEE Transactions on Intelligent Transportation
Systems. Vol. 12(4). December 2011 [PDF]
SociableSense: Exploring the Trade-offs of Adaptive Sampling
and Computation Offloading for Social Sensing
Kiran K. Rachuri, Cecilia Mascolo, Mirco Musolesi, Peter J. Rentfrow.
In Proceedings of 17th ACM International Conference on Mobile
Computing and Networking (Mobicom 2011). Las Vegas,
USA. September 2011. [PDF]
Exploiting Place Features in Link Prediction on
Location-based Social Networks
Salvatore Scellato, Anastasios Noulas,
Cecilia Mascolo.
In Proceedings of 17th ACM International Conference on Knowledge
Discovery and Data Mining (KDD 2011). San Diego, USA. August
2011. [PDF]
Exploiting Semantic Annotations for Clustering Geographic Areas and Users in Location-based Social Networks
Anastasios Noulas, Salvatore Scellato,
Cecilia Mascolo and Massimiliano Pontil.
In Proceeding of 3rd Workshop Social Mobile Web
(SMW'11). Colocated with ICWSM 2011. Barcelona, Spain, July
2011. [PDF]
Socio-spatial Properties of Online Location-based Social
Networks
Salvatore Scellato, Anastasios Noulas, Renaud Lambiotte and
Cecilia Mascolo.
In Proceedings of Fifth International AAAI Conference on
Weblogs and Social Media (ICWSM 2011). Barcelona, Spain, July
2011. [PDF]
An Empirical Study of Geographic User Activity Patterns in Foursquare
Anastasios Noulas, Salvatore Scellato,
Cecilia Mascolo and Massimiliano Pontil.
In Proceedings of Fifth International AAAI Conference on
Weblogs and Social Media (ICWSM 2011). Poster Paper. Barcelona, Spain, July 2011. [PDF]
Exploiting Temporal Complex Network Metrics in Mobile
Malware Containment
John Tang, Cecilia Mascolo, Mirco Musolesi, Vito Latora.
In Proceedings of IEEE 12th International Symposium on a World of Wireless, Mobile
and Multimedia Networks (WOWMOM2011). Lucca, Italy. June
2011. [PDF]
Diversity Decay in Opportunistic Content Sharing Systems
Liam McNamara, Salvatore Scellato and Cecilia Mascolo.
In Proceedings of IEEE 12th International Symposium on a World of Wireless, Mobile
and Multimedia Networks (WOWMOM2011). Work in Progress. Lucca, Italy. June
2011. [PDF]
Measuring User Activity on an Online Location-based
Social Network
Salvatore Scellato and Cecilia Mascolo.
In
Proceedings of Third International Workshop on Network Science
for Communication Networks (NetSciCom). Colocated with
Infocom 2011. Shanghai, China. April 2011. [PDF]
SpotME If You Can: Randomized Responses for Location
Obfuscation on Mobile Phones
Daniele Quercia, Ilias Leontiadis, Liam McNamara, Cecilia
Mascolo, Jon Crowcroft.
In Proceedings of 31st Int'l Conference on Distributed Computing Systems (ICDCS
2011). Minneapolis, June 2011. [PDF]
Track Globally, Deliver Locally: Improving Content
Delivery Networks by Tracking Geographic Social
Cascades
Salvatore Scellato, Cecilia Mascolo, Mirco Musolesi, Jon
Crowcroft.
In Proceedings of 20th International World Wide Web Conference
(WWW 2011). Hyderabad, India. March 2011. Winner of the the Cambridge Computer Lab Ring as "Most notable publication of the year".[PDF]
NextPlace: A Spatio-Temporal Prediction Framework for Pervasive Systems
Salvatore Scellato, Mirco Musolesi, Cecilia Mascolo, Vito
Latora, Andrew Campbell.
In Proceedings of Ninth International Conference on Pervasive
Computing (Pervasive 2011). San Francisco, June 2011. [PDF]
Understanding
Robustness of Mobile Networks through Temporal Network
Measures
Salvatore Scellato, Ilias Leontiadis, Cecilia Mascolo,
Pritwish Basu, Murtaza Zafer.
In Proceedings of 30th IEEE International Conference on Computer
Communications (INFOCOM'11), Mini-conference track. Shanghai,
China. April 2011. [PDF]
The
Power of Mobile Computing in a Social Era
Cecilia Mascolo.
In IEEE Internet Computing. November/December 2010,
pp. 76–79. [Link
to Paper]
Demo Abstract: A Shared Sensor Network
Infrastructure
Christos Efstratiou, Ilias Leontiadis, Cecilia Mascolo, Jon
Crowcroft.
In Proceedings of the 8th ACM Conference on Embedded Networked
Sensor Systems (Sensys 2010). Zurich, Switzerland. November
2010.
[PDF]
Evolution and Sustainability of a Wildlife
Monitoring Sensor Network
Vladimir Dyo, Stephen A. Ellwood, David W. Macdonald, Andrew Markham,
Cecilia Mascolo, Bence Pasztor,
Salvatore Scellato, Niki Trigoni, Ricklef Wohlers,
Kharsim Yousef.
In Proceedings of the 8th ACM Conference on Embedded Networked
Sensor Systems (Sensys 2010). Zurich, Switzerland. November
2010.
[PDF]
Energy-Accuracy Trade-offs in Querying Sensor Data for Continuous Sensing
Mobile Systems
Kiran K. Rachuri, Mirco Musolesi, Cecilia Mascolo.
In Proceedings of the Mobile Context-Awareness: Capabilities,
Challenges and Applications Workshop (Colocated with Ubicomp
2010). Copenhagen, Denmark. September 2010. [PDF]
EmotionSense: A Mobile Phones based Adaptive Platform for Experimental Social Psychology Research
Kiran K. Rachuri, Mirco Musolesi, Cecilia Mascolo,
Peter J. Rentfrow, Chris Longworth, Andrius Aucinas
In Proceedings of the 12th ACM International Conference on
Ubiquitous Computing (Ubicomp 2010). Copenhagen,
Denmark. September 2010. [PDF] ACM Ubicomp 10 Year Impact Award.
Distance Matters: Geo-social Metrics for Online Social
Networks
Salvatore Scellato, Cecilia Mascolo, Mirco Musolesi, Vito
Latora.
In Proceedings of the 3rd Workshop on Online
Social Networks (WOSN2010). Co-located with
USENIX2010. Boston, MA. June 2010. [PDF]
Small-world
behavior in time-varying graphs
John Tang, Salvatore Scellato, Mirco Musolesi, Cecilia
Mascolo and Vito Latora.
In Physical Review E. Vol. 81 (5), 055101, American Physical Society. May 2010. ARXIV Ref:
arXiv:0909.1712v1. [Axirv Link]
On Nonstationarity of Human Contact
Networks
Salvatore Scellato, Mirco Musolesi, Cecilia Mascolo and Vito
Latora.
In Proceedings of 2nd Annual Workshop on Simplifying Complex
Networks for Practitioners (co-located with ICDCS). Genoa,
Italy. June 2010. [PDF]
Analysing Information Flows and Key Mediators
through Temporal Centrality Metrics
John Tang, Mirco Musolesi, Cecilia Mascolo, Vito
Latora, Vincenzo Nicosia.
In Proceedings of 3rd Workshop on Social Network Systems
(SNS 2010). Paris, France. April 2010. [PDF]
Selective Reprogramming of
Mobile Sensor Networks through Social Community Detection
Bence Pasztor, Luca Mottola, Cecilia Mascolo, Gian Pietro
Picco, Stephen Ellwood and David Macdonald.
In Proceedings of 7th European Conference on Wireless Sensor
Networks (EWSN2010). Coimbra, Portugal. February
2010. Springer.
[PDF]
Extending Access Point
Connectivity through Opportunistic Routing in Vehicular
Networks
Ilias Leontiadis, Paolo Costa and Cecilia Mascolo.
In Proceedings of 29th IEEE International Conference on Computer
Communications (INFOCOM'10), Mini-conference track. San Diego,
USA. March 2010. [PDF]
Inferring Interests from
Mobility and Social Interactions
Anastasios Noulas, Mirco
Musolesi, Massimiliano Pontil, Cecilia Mascolo.
In Proceedings
of Workshop on
Analyzing Networks and Learning with Graphs (colocated with
NIPS09). Whistler, Canada. December 2009. [PDF]
Poster Abstract: Wildlife and Environmental Monitoring using
RFID and WSN Technology
Vladimir Dyo, Stephen A. Ellwood, David W. MacDonald, Andrew Markham,
Cecilia Mascolo, Bence Pásztor, Niki Trigoni, Ricklef Wohlers.
In Proceedings of the 7th ACM Conference on Embedded Networked Sensor
Systems (SenSys 2009). Berkeley CA, USA. November 2009. [PDF]
Temporal Distance Metrics
for Social Network Analysis
John Tang, Mirco Musolesi, Cecilia Mascolo and Vito
Latora.
In Proceedings of the 2nd ACM SIGCOMM Workshop on Online
Social Networks (WOSN09). Barcelona, Spain. August 2009. [PDF]
Selected as one of the Best Papers for publication in ACM CCR: [PDF].
Persistent Content-based
Information Dissemination in Hybrid Vehicular Networks
Ilias Leontiadis, Paolo Costa and Cecilia Mascolo.
In Proceedings of 7th IEEE International Conference on Pervasive
Computing and Communications (Percom09). Galveston, TX, USA. March
2009. [PDF]
Best Paper Candidate, invited in Pervasive and
Mobile Computing Journal. Springer 2009: [PDF]
CAR: Context-aware Adaptive Routing for Delay
Tolerant Mobile Networks
Mirco Musolesi and Cecilia Mascolo.
In IEEE Transactions on Mobile Computing. Vol.
8(2). pp. 246-260. February 2009. [PDF]
Mobility Models for Systems Evaluation
Mirco Musolesi and Cecilia Mascolo
In State of the Art on Middleware for Network Eccentric and
Mobile Applications (MINEMA). Springer, February 2009. [PDF]
Seal2Seal: A Delay-Tolerant Protocol for Contact Logging in Wildlife Monitoring Sensor Networks
Anders Lindgren, Cecilia Mascolo, Mike Lonegan and Bernie McConnell.
In Proceedings of IEEE International Conference on
Mobile Ad-hoc and Sensor Systems (MASS08). pp:321-327. Atlanta, GA, USA. October
2008. [PDF]
Media Sharing based on Colocation Prediction in Urban Transport
Liam McNamara, Cecilia Mascolo and Licia Capra.
In Proceedings of ACM International Conference on Mobile
Computing and Networking (Mobicom08). pp: 58–69. San
Francisco, CA, USA. September 2008. [PDF]
A Framework for Multi-region Delay Tolerant Networking
Mirco Musolesi and Cecilia Mascolo
In Proceedings of ACM International Workshop on Wireless
Networks and Systems for Developing Regions
(WiNS-DR). Co-located with Mobicom08. San Francisco,
CA, USA. September 2008. [PDF]
Socially-aware
Routing for Publish-Subscribe in Delay-tolerant Mobile Ad Hoc Networks
Paolo Costa, Cecilia Mascolo, Mirco Musolesi, Gian Pietro Picco.
In IEEE Journal of Selected Areas of Communications. Vol. 26, No. 5,
June 2008. [PDF]
Efficient Node Discovery in Mobile Wireless
Sensor Networks.
Vladimir Dyo and Cecilia Mascolo.
In ACM/IEEE International Conference on Distributed Computing in
Sensor Systems (DCOSS08). Santorini. Greece. June 2008. [PDF]
Writing on the Clean Slate: Implementing a Socially-Aware Protocol in Haggle
Mirco Musolesi, Ben Hui, Cecilia Mascolo and Jon Crowcroft.
In IEEE Int. Workshop on Autonomic and Opportunistic
Communications (AOC 2008). Newport Beach, CA. June 2008. [PDF]
Epcast: Controlled Dissemination in
Human-based Wireless Networks by means of
Epidemic Spreading Models
Salvatore Scellato, Cecilia Mascolo, Mirco Musolesi, Vito Latora.
In Bio-Inspired Computing and Communication. Lecture Notes in
Computer Science, n. 5151. Springer, 2008. [PDF]
A Node
Discovery Service for Partially Mobile Sensor Networks
Vladimir Dyo and Cecilia Mascolo.
In Proceedings of IEEE International Workshop on Sensor Network
Middleware (MIDSENS07). Colocated with Middleware 2007. Newport Beach,
CA. November 2007. [PDF]
Opportunistic
Mobile Sensor Data Collection with SCAR
Bence Pasztor, Mirco Musolesi and Cecilia Mascolo.
In Proceedings of IEEE International Conference on
Mobile Ad-hoc and Sensor Systems (MASS 2007). Pisa, Italy, October
2007. [PDF]
CTG: A
Connectivity Trace Generator for Testing the Performance of
Opportunistic Mobile Systems
Roberta Calegari, Mirco Musolesi, Franco Raimondi and Cecilia Mascolo.
In Proceedings of the European Software Engineering Conference and
the International ACM SIGSOFT Symposium on the Foundations of Software
Engineering (ESEC/FSE07). Dubrovnik, Croatia, September 2007. [PDF]
Content
Source Selection in Bluetooth Networks
Liam McNamara, Cecilia Mascolo and Licia Capra.
In International Conference on Mobile and Ubiquitous Systems:
Computing, Networking and Services (MOBIQUITOUS 2007). Philadelphia,
PA, USA. August 2007. [PDF]
Designing
Mobility Models based on Social Network Theory
Mirco Musolesi and Cecilia Mascolo.
In Mobile Computing and Communications Review. V11(3). July 2007. [PDF]
Opportunistic
Spatio-Temporal Dissemination System for Vehicular Networks
Ilias Leontiadis and Cecilia Mascolo.
In Proceedings of the First International Workshop on
Mobile Opportunistic Networking (ACM/SIGMOBILE MobiOpp 2007). Colocated
with Mobisys07. Puerto Rico, USA, June 2007. [PDF]
A
Reconfigurable Component-based Middleware
for Networked Embedded Systems
Paolo Costa, Geoff Coulson, Cecilia Mascolo, Luca Mottola, Gian Pietro
Picco and Stefanos Zachariadis
In International Journal of Wireless Information Networks. Springer.
June 2007. [PDF]
TACO-DTN:
A Time-aware Content-based Dissemination System for Delay-Tolerant
Networks
Giuseppe Sollazzo, Mirco Musolesi and Cecilia Mascolo.
In Proceedings of the First International Workshop on
Mobile Opportunistic Networking (ACM/SIGMOBILE MobiOpp 2007). Colocated
with Mobisys07. Puerto Rico, USA, June 2007. [PDF]
EPITELLA:
Improving the Gnutella Search Algorithm through Epidemic Spreading
Models for Complex Networks
Holger Kampffmeyer, Mirco Musolesi and Cecilia Mascolo.
In Workshop on Dependable Application Support in Self-Organising
Networks (DASSON) colocated with DSN07. June 2007. Edinburgh, UK. [PDF]
GeOpps:
Opportunistic Geographical Routing for Vehicular Networks
Ilias Leontiadis and Cecilia Mascolo.
In Proceedings of the IEEE Workshop on Autonomic and Opportunistic
Communications. (Colocated with WOWMOM07). June 2007. Helsinki,
Finland. IEEE Press. [PDF]
Predictive
Resource Scheduling in Computational Grids
Clovis Chapman, Mirco Musolesi, Wolfgang Emmerich and Cecilia Mascolo
In Proceedings of the 21st IEEE International Parallel &
Distributed Processing Symposium (IPDPS07). Long Beach, California USA.
March 2007. IEEE Press. [PDF]
The RUNES
Middleware for Networked Embedded Systems and its Application in a
Disaster Management Scenario
Paolo Costa, Geoff Coulson, Richard Gold, Manish Lad, Cecilia Mascolo,
Luca Mottola, Gian Pietro Picco, Thirunavukkarasu Sivaharan, Nirmal
Weerasinghe, and Stefanos Zachariadis.
In Proceedings of 5th IEEE International Conference on Pervasive
Computing and Communications (Percom07). White Plains, NY. March 2007.
IEEE Press. [PDF]
Performance
Analysis and Prediction of Physically Mobile Systems
Antinisca Di Marco and Cecilia Mascolo.
In Proceedings of 6th International Workshop on Software and
Performance (WOSP 2007). Buenos Aires, Argentina. February 2007. ACM
Press. [PDF]
Demo
Abstract: Data Collection in Delay Tolerant Mobile Sensor Networks
using SCAR
Cecilia Mascolo, Mirco Musolesi and Bence Pasztor
In Proceedings of 4th ACM Int. Conference on Embedded Networked Sensor
Systems (Sensys06). Boulder, CO, USA. November 2006. ACM Press. [PDF]
The SATIN
Component System - A Meta Model For Engineering Adaptable Mobile Systems
Stefanos Zachariadis, Cecilia Mascolo and Wolfgang Emmerich
In IEEE Transactions on Software Engineering (TSE). 32(11):910--927.
November 2006. [PDF]
Dynamic
Reconfiguration in the RUNES Middleware (Demonstration)
Geoff Coulson, Manish Lad, Richard Gold, Cecilia Mascolo, Luca Mottola,
Gian Pietro Picco, Stefanos Zachariadis
In Proceedings of Int. Conference on Mobile Ad Hoc and Sensor Systems
(MASS06). Vancouver, Canada. October 2006. IEEE Press. [PDF]
A
Middleware for Controlled Epidemic-style Information Dissemination in
Mobile Ad Hoc Networks
Mirco Musolesi and Cecilia Mascolo
In Proceedings of Int. Conference on Mobile and Ubiquitous Systems:
Networks and Services (MOBIQUITOUS 2006). San Jose, CA. July
2006. ACM. [PDF]
Building
Adaptable Mobile Middleware Services Using Logical Mobility Techniques
Stefanos Zachariadis, Manish Lad, Cecilia Mascolo, and Wolfgang
Emmerich.
In Contribution to Ubiquitous Computing. Series: Studies in
Computational Intelligence. Vol 42. Springer. 2006. [PDF]
SCAR:
Context-aware Adaptive Routing in Delay Tolerant Mobile Sensor Networks
Cecilia Mascolo and Mirco Musolesi
In Delay Tolerant Mobile Networks Symposium of Int. Wireless
Communications and Mobile Computing Conference (IWCMC 2006). Vancouver,
Canada. July 2006. [PDF]
A
Community Based Mobility Model for Ad Hoc Network Research
Mirco Musolesi and Cecilia Mascolo
In Int. ACM/SIGMOBILE Workshop on Multi-hop Ad Hoc Networks:
from theory to reality (REALMAN 2006). Co-located with MOBIHOC06.
Florence, Italy. May 2006. [PDF]
Evaluating
Context Information Predictability for Autonomic Communication
Mirco Musolesi and Cecilia Mascolo
In Int. Workshop on Autonomic Communications (ACC2006). Co-located with
WoWMoM2006. Niagara-Falls, Buffalo, NY. June 2006. [PDF]
Trust
and Mobility aware Service Provision for Pervasive Computing
Liam Mcnamara, Cecilia Mascolo, and Licia Capra.
In Int. Workshop on Requirements and Solutions for Pervasive Software
Infrastructures (co-located with Pervasive 2006). Dublin, Ireland. May
2006.[PDF]
Integrating
Security and Usability into the Requirements and Design Process
Ivan Flechais, Cecilia Mascolo and Angela Sasse.
In 2nd International Conference on Global E-Security. IEE. April
2006. [PDF]
EMMA: Epidemic
Messaging Middleware for Ad Hoc Networks
Mirco Musolesi, Cecilia Mascolo and Stephen Hailes
In Personal and Ubiquitous Computing. Springer. 10(1). Pages 28-36.
Febraury 2006. [PDF]
The
RUNES Middleware: A Reconfigurable Component-based Approach to
Networked Embedded Systems
Paolo Costa, Geoff Coulson, Cecilia Mascolo, Gian Pietro Picco and
Stefanos Zachariadis
In 16th IEEE International Symposium on Personal Indoor and Mobile
Radio Communications (PIMRC05). IEEE Press. Berlin, Germany. September
2005. [PDF]
Adaptive
Distributed Indexing for Spatial Queries in Sensor Networks
Vladimir Dyo and Cecilia Mascolo
In IEEE Proceedings of 8th International
Workshop on Mobility in Databases and Distributed Systems (co-located
with DEXA05).
August 2005, Copenhagen, Denmark. IEEE Computer Society Press. [PDF]
Q-CAD: QoS
and Context Aware Discovery
Framework for Adaptive Mobile Systems
Licia Capra, Stefanos Zachariadis and Cecilia Mascolo
In Proc. of IEEE Int.
Conference on Pervasive Services (ICPS05). Santorini, Greece, July
2005. [PDF]
Adaptive
Routing for Intermittently Connected Mobile Ad Hoc Networks
Mirco Musolesi,Stephen Hailes and Cecilia Mascolo
In Proc. of IEEE International Symposium on a World of Wireless, Mobile
and Multimedia Networks (WOWMOM05). Taormina, Italy. June 2005. [PDF]
Adaptive
Resource Discovery for Ubiquitous Computing
Rae Harbird, Stephen Hailes and Cecilia Mascolo
In Proceedings of 2nd International Workshop on Middleware for
Pervasive and Ad-Hoc Computing. (co-located with Middleware 2004).
Toronto, Canada. ACM Press. October 2004. [PDF]
Adapting
Asynchronous Messaging Middleware to Ad Hoc Networking
Mirco Musolesi, Cecilia Mascolo and Stephen Hailes
In Proceedings of 2nd International Workshop on Middleware for
Pervasive and Ad-Hoc Computing. (co-located with Middleware 2004).
Toronto, Canada. ACM Press. October 2004.
[PDF]
An
Ad Hoc Mobility Model Founded on Social Network Theory
Mirco Musolesi, Stephen Hailes and Cecilia Mascolo
In Proceedings of the 7th ACM/IEEE International Symposium on Modeling,
Analysis and Simulation of Wireless and Mobile Systems. Venice, Italy.
October 2004. [PDF]
Satin: A
Component Model for Mobile Self-Organisation
Stefanos Zachariadis, Cecilia Mascolo and Wolfgang Emmerich
In Proceedings of Int. Symposium on Distributed Objects and
Applications (DOA). Agia Napa, Cyprus. LNCS. Springer. October
2004. [PDF]
CODEWEAVE:
Exploring Fine-grained Mobility of Code
Cecilia Mascolo, Gian Pietro Picco and Gruia-Catalin Roman.
In Automated Software Engineering Journal (Special Issue on Mobility).
Kluwer. vol. 11, no. 3, pp. 207-243, June 2004. [PDF]
Principles
of Mobile Computing Middleware
Cecilia Mascolo, Licia Capra, and Wolfgang Emmerich.
In Middleware for Communications, Wiley. 2004. [PDF]
CARISMA: Context-Aware Reflective
mIddleware System for Mobile Applications
Licia Capra, Wolfgang Emmerich and Cecilia Mascolo.
In IEEE Transactions of Software Engineering Journal (TSE). November
2003. [PDF]
Adaptable
Mobile Applications: Exploiting Logical Mobility in Mobile Computing
Stefanos Zachariadis, Cecilia Mascolo and Wolfgang Emmerich
In Proceedings of 5th Int. Workshop on Mobile Agents for
Telecommunication Applications (MATA03). LNCS 2881. Pages 170 - 179.
Springer. October 2003. [PDF]
Exploiting
Mobile Computing in Health-care
Usman Arshad, Cecilia Mascolo and Marcus Mellor
In Demo Session of 3rd International Workshop on Smart Appliances
(co-located with ICDCS03). [PDF]
A
Micro-Economic Approach to Conflict Resolution in Mobile Computing
Licia Capra , Wolfgang Emmerich and Cecilia Mascolo.
In ACM SIGSOFT Proc. of Int. Symposium on Foundation of Software
Engineering (FSE2002). November 2002. Charleston, South Carolina,
USA. [PDF]
Exploiting
Reflection in Mobile Computing Middleware
Licia Capra, Gordon Blair, Cecilia Mascolo, Wolfgang Emmerich and Paul
Grace.
In ACM SIGMOBILE Mobile Computing and Communications Review.
6(4):34-44. 2002. [PDF]
Exploiting
Logical Mobility in Mobile Computing Middleware
Stefanos Zachariadis, Cecilia Mascolo and Wolfgang Emmerich.
In Proc. of IEEE Workshop on Mobile Team Work. Co-located with ICDCS02.
Vienna, Austria. July 2002. [PDF]
XMIDDLE:
Information Sharing Middleware for a Mobile Environment
Stefanos Zachariadis, Licia Capra, Cecilia Mascolo and Wolfgang
Emmerich.
In ACM Proc. Int. Conf. Software Engineering (ICSE02). Demo
Presentation. May 2002. Orlando , FL. [PDF]
XMIDDLE: A
Data-Sharing Middleware for Mobile Computing
Cecilia Mascolo,Licia Capra, Stefanos Zachariadis and Wolfgang Emmerich.
In Personal and Wireless Communications Journal 21(1), Kluwer. April
2002. [PDF]
XMILE: an XML
based Approach for Incremental Code Mobility and Update
Cecilia Mascolo, Luca Zanolin, and Wolfgang Emmerich.
Automated Software Engineering Journal (Special Issue on Mobility).
Volume 9(2), April 2002. Kluwer. [PDF]
Middleware for
Mobile Computing (A Survey)
Cecilia Mascolo, Licia Capra, and Wolfgang Emmerich.
In Advanced Lectures in Networking. Editors E. Gregori, G. Anastasi, S.
Basagni. Springer. LNCS 2497. 2002. [PDF]
Middleware
and Management Support for Programmable QoS-Network Architectures
Hermann De Meer, Wolfgang Emmerich, Cecilia Mascolo, Nicola Pezzi,
Miguel Rio and Luca Zanolin.
In Short Papers Session of the 3rd Int. Working Conference on Active
Networks. October 2001. Philadelphia, PA. [PDF]
Promile: A
Management Architecture for Programmable Modular Routers
Miguel Rio, Nicola Pezzi, Luca Zanolin, Hermann De Meer, Wolfgang
Emmerich and Cecilia Mascolo.
In Proc. OPENSIG 2001 Workshop on Next Generation Network Programming.
London. UK. September 2001. [PDF]
Exploiting
Reflection and Metadata to build Mobile Computing Middleware
Licia Capra, Wolfgang Emmerich and Cecilia Mascolo.
In Proc. Workshop on Mobile Computing Middleware. Co-located with
Middleware 2001. Heidelberg, Germany. November 2001. [PDF]
Use of
Context-Awareness in Mobile Peer-to-Peer Networks
Richard Gold and Cecilia Mascolo.
In Proc. of the 8th IEEE Workshop on Future Trends of Distributed
Computing Systems (FTDCS'2001). Bologna, Italy. October 2001.
[PDF]
Towards a
Mobile Computing Middleware: a Synergy of Reflection and Mobile Code
Techniques
Licia Capra, Cecilia Mascolo, Stefanos Zachariadis and Wolfgang
Emmerich.
In Proc. of the 8th IEEE Workshop on Future Trends of Distributed
Computing Systems (FTDCS'2001). Bologna, Italy. October 2001. [PDF]
An XML-based
Middleware for Peer-to-Peer Computing
Cecilia Mascolo, Licia Capra and Wolfgang Emmerich.
In Proc. IEEE International Conference on Peer-to-Peer Computing
(P2P2001). Linkoping, Sweden, August 2001. [PDF]
Reflective
Middleware Solutions for Context-Aware Applications
Licia Capra, Wolfgang Emmerich and Cecilia Mascolo.
In Proc. of REFLECTION 2001. The Third International Conference on
Metalevel Architectures and Separation of Crosscutting Concerns.
September 2001. Kyoto, Japan. LNCS n. 2192 (Springer-Verlag). [PDF]
An XML based
Programmable Network Platform
Cecilia Mascolo and Wolfgang Emmerich and Hermann De Meer.
In Proc. of the ICSE Workshop on Software Engineering and Mobility.
Toronto Canada. May 2001. [PDF]
Middleware
for Mobile Computing: Awareness vs. Transparency
Licia Capra, Wolfgang Emmerich and Cecilia Mascolo.
Position Summary. In Proc. of the 8th Workshop on Hot Topics in
Operating Systems (HotOS-VIII). Schloss Elmau, Germany. May
2001. [PDF]
XMILE: An XML
based Approach for Programmable Networks
Cecilia Mascolo and Wolfgang Emmerich and Hermann De Meer.
In AISB Symposium on Software Mobility and Adaptive Behaviour. York,
UK. March 2001. [PDF]
XML Technologies
and Software Engineering (Workshop Summary)
Cecilia Mascolo, Wolfgang Emmerich, and Anthony Finkelstein.
Workshop Summary. In Proceedings of the 23nd International Conference
on Software Engineering (ICSE2001), May 2001. Toronto, Canada. ACM
Press. [PDF]
Using a
Coordination Language to Specify and Analyze Systems containing Mobile
Components
Paolo Ciancarini, Francesco Franze', and Cecilia Mascolo.
In ACM Transactions on Software Engineering and Methodology, 9(2).
April 2000. [PDF]
XMILE: An
Incremental Code Mobility System based on XML Technologies
Cecilia Mascolo, Wolfgang Emmerich, and Anthony Finkelstein.
In Poster Session of the 2nd International Symposium on Agent Systems
and Applications and Mobile Agents (ASA/MA2000), September 2000.
Zuerich, Switzerland.[PDF]
Implementing
Incremental Code Migration with XML
Wolfgang Emmerich, Cecilia Mascolo, and Anthony Finkelstein.
In Proceedings of the 22nd International Conference on Software
Engineering (ICSE2000), June 2000. Limerick, Ireland. M. Jazayeri, A.
Wolf (editors). ACM Press. [PDF]
A
Fine-Grained Model for Code Mobility
Cecilia Mascolo, Gian Pietro Picco, and Gruia-Catalin Roman.
In joint Proceedings of the 7th European Software Engineering
Conference and 7th ACM SIGSOFT International Symposium on the
Foundations of Software Engineering (ESEC/FSE'99). Tulouse, France.
September 1999. M. Lemoine, O. Nierstrasz (editors). Lecture Notes in
Computer Science n. 1687. Springer-Verlag. [PDF]
Managing
complex documents over the WWW: a case study for XML
Paolo Ciancarini , Fabio Vitali and Cecilia Mascolo
in IEEE Transactions on Knowledge and Data Engineering, 11
(4), July-August 1999. Pages 629-638. [PDF]
Specification,
Analysis, and Prototyping of Mobile Systems
Cecilia Mascolo.
In Doctoral Symposium of the 21st International Conference on Software
Engineering. Los Angeles, CA. May 1999.
D. Garlan and J. Kramer (editors). IEEE/ACM Press. [PS-GZ]
MobiS: A
Specification Language for Mobile Systems
Cecilia Mascolo.
In Third Int. Conference on Coordination Models and Languages,
Amsterdam, The Netherlands. April 1999.
P. Ciancarini and A. Wolf (editors). Lecture Notes in Computer Science
n:1594, pages: 37-52. Springer-Verlag. [PS-GZ]
Specification and Analysis of Component Based
Software Architectures
Paolo Ciancarini, and Cecilia Mascolo.
In First Working IFIP Conference on Software Architecture (WICSA1). St.
Antonio, TX, USA. February 1999.
Position Paper published in the
Conference Site
Using
Formal Methods for
Teaching Software Engineering: A Tools-based Approach
Paolo Ciancarini, and Cecilia Mascolo
in Annals of Software Engineering (Baltzer Science
Publisher), Dec. 1998, vol.6. [PS-GZ]
Software
Architecture and Mobility
Paolo Ciancarini, and Cecilia Mascolo.
In Third International Software Architecture Workshop (ISAW-3),
Orlando, Florida. November 1998.
J. Magee and D. Perry (editors). ACM Press. [PS-GZ]
Visualizing
Z notation in HTML documents
Paolo Ciancarini, Cecilia Mascolo, and Fabio Vitali.
In 11th International Conference of Z Users (ZUM98), Berlin, Germany.
September 1998.
J. Bowen, A. Fett, and M. Hinchey (editors). Lecture Notes in Computer
Science n:1493, pages:81-95. Springer-Verlag. [PS-GZ]
A
Coordination Model to Specify Systems
with Mobile Agents
Paolo Ciancarini, Francesco Franze`, and Cecilia Mascolo.
In Proc. 9th International Workshop on Software Specification and
Design (IWSSD9), Ise-shima, Japan. April 1998. pages:96-105. U. Buy,
and A. Finkelstein (editors). IEEE Computer Society Press. [PS-GZ]
Using a
Coordination Language to Specify the Invoicing System
Paolo Ciancarini, and Cecilia Mascolo.
In Proc. Int. Workshop on: Comparing Systems Specification Techniques,
Nantes (France) March 26-27,1998.
M. Allemand, C. Attiogbe, and H. Habrias (editors). pages: 67-82. [PS-GZ]
Engineering
Formal Requirements: an Analysis and Testing method for Z Doocuments
Paolo Ciancarini, Stelvio Cimato, and Cecilia Mascolo
in Annals of Software Engineering (Baltzer Science Publisher), Sept.
1997, vol 3, pages: 189-220. [PS-GZ]
Analyzing and
Refining an Architectural Style
Paolo Ciancarini, and Cecilia Mascolo.
In 10th International Conference of Z Users (ZUM97), Reading, UK. April
1997.
J. Bowen, M. Hinchey, and D. Till (editors). Lecture Notes in Computer
Science n. 1212, pages: 349-368. Springer-Verlag. [PS-GZ]
Analyzing
the dynamics of a Z specification
Paolo Ciancarini, and Cecilia Mascolo.
In 4th Int. Symp. on Design and Implementation of Symbolic Computation
Systems (DISCO96), Karlsruhe, Germany. September 1996.
J. Calmet and C. Limongelli (editors). Lecture Notes in Computer
Science n. 1128,pages: 138-149. Springer-Verlag. [PS-GZ]
Analyzing and
Animating Declarative Specifications
Stelvio Cimato, and Cecilia Mascolo.
In APPIA-GULP-PRODE '96. [PS-GZ]
Engineering
formal requirements: analysis and testing
Paolo Ciancarini, Stelvio Cimato, and Cecilia Mascolo.
In Proc. 8th Int. Conf. on Software Engineering and Knowledge
Engineering (SEKE96), June 1996, Lake Tahoe, Nevada. Kluwer Publishing,
pages: 385-392. [PS-GZ]