Publications at Social Computing Group
2024
M3BAT: Unsupervised Domain Adaptation for Multimodal Mobile Sensing with Multi-Branch Adversarial Training
Proceedings Of The Acm On Interactive Mobile Wearable And Ubiquitous Technologies-Imwut. 2024-05-01. Vol. 8, num. 2, p. 46. DOI : 10.1145/3659591.Content Moderation in Online Platforms
Lausanne, EPFL, 2024.Robot Learning using Tensor Networks
Lausanne, EPFL, 2024.Advancing Self-Supervised Deep Learning for 3D Scene Understanding
Lausanne, EPFL, 2024.ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees
2024-01-01. 17th ACM International Conference on Web Search and Data Mining (WSDM), Merida, MEXICO, MAR 04-08, 2024. p. 596-605. DOI : 10.1145/3616855.3635761.Hearing structure in music: An empirical inquiry into listening as representation and processing
Lausanne, EPFL, 2024.Understanding and Enhancing Digital Wellbeing Dimensions: Empirical Studies on Smartphone Usage Patterns and Recommendations of Micro-Informative Content
Lausanne, EPFL, 2024.Generalization and Personalization of Machine Learning for Multimodal Mobile Sensing in Everyday Life
Lausanne, EPFL, 2024.2023
Understanding the Social Context of Eating with Multimodal Smartphone Sensing: The Role of Country Diversity
2023-01-01. 25th International Conference on Multimodal Interaction (ICMI), Paris, FRANCE, OCT 09-13, 2023. p. 604-612. DOI : 10.1145/3577190.3614129.Keep Sensors in Check: Disentangling Country-Level Generalization Issues in Mobile Sensor-Based Models with Diversity Scores
2023-01-01. AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES), Montreal, CANADA, AUG 08-10, 2023. p. 217-228. DOI : 10.1145/3600211.3604688.Referencing in YouTube Knowledge Communication Videos
2023-01-01. ACM International Conference on Interactive Media Experiences (IMX), Nantes, FRANCE, JUN 12-15, 2023. p. 60-70. DOI : 10.1145/3573381.3596163.GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation
2023-01-01. 32nd USENIX Security Symposium, Anaheim, CA, AUG 09-11, 2023. p. 3223-3240.Diversity and neocolonialism in Big Data research: Avoiding extractivism while struggling with paternalism
Big Data & Society. 2023-07-01. Vol. 10, num. 2, p. 20539517231206802. DOI : 10.1177/20539517231206802.Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK
2023-01-01. CHI conference on Human Factors in Computing Systems (CHI), Hamburg, GERMANY, APR 23-28, 2023. p. 506. DOI : 10.1145/3544548.3581190.Framing the News: From Human Perception to Large Language Model Inferences
2023-01-01. ACM International Conference on Multimedia Retrieval (ICMR), Thessaloniki, GREECE, JUN 12-15, 2023. p. 627-635. DOI : 10.1145/3591106.3592278.Privacy-Preserving Machine Learning on Graphs
Lausanne, EPFL, 2023.Examining European Press Coverage of the Covid-19 No-Vax Movement: An NLP Framework
2023-01-01. 2nd ACM International Workshop on Multimedia AI against Discrimination (MAD), Thessaloniki, GREECE, Jun 12, 2023. p. 52-59. DOI : 10.1145/3592572.3592845.Text Representation Learning for Low Cost Natural Language Understanding
Lausanne, EPFL, 2023.Interpretable Representation Learning and Evaluation for Abstractive Summarization
Lausanne, EPFL, 2023.2022
Explore, engage, empower: methodological insights into a transformative mixed methods study tackling the COVID-19 lockdown
Humanities and Social Sciences Communications. 2022-05-17. Vol. 9, num. 175. DOI : 10.1057/s41599-022-01197-2.How Did Europe’s Press Cover Covid-19 Vaccination News? A Five-Country Analysis
2022-01-01. 1st ACM International Workshop on Multimedia AI against Disinformation (MAD), Newark, NJ, JUN 27-30, 2022. p. 35-43. DOI : 10.1145/3512732.3533588.Focus on People: Five Qestions from Human-Centered Computing
2022-01-01. 24th ACM International Conference on Multimodal Interaction (ICMI), Bangalore, INDIA, NOV 07-11, 2022. p. 3-3. DOI : 10.1145/3536221.3565371.Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries
Proceedings Of The Acm On Interactive Mobile Wearable And Ubiquitous Technologies-Imwut. 2022-12-01. Vol. 6, num. 4. DOI : 10.1145/3569483.Characterizing Swiss Alpine Lakes: from Wikipedia to Citizen Science
2022.Computational Approaches for Studying Dietary Behaviors with Digital Traces
Lausanne, EPFL, 2022.A systems approach towards remote health-monitoring in older adults: Introducing a zero-interaction digital exhaust
Npj Digital Medicine. 2022-08-16. Vol. 5, num. 1, p. 116. DOI : 10.1038/s41746-022-00657-y.Data Privacy Concerns as a Source of Resistance to Complete Mobile Data Collection Tasks Via a Smartphone App
Journal Of Survey Statistics And Methodology. 2022-06-17. DOI : 10.1093/jssam/smac018.A Sensor-Driven Visit Detection System in Older Adults’ Homes: Towards Digital Late-Life Depression Marker Extraction
Ieee Journal Of Biomedical And Health Informatics. 2022-04-01. Vol. 26, num. 4, p. 1560-1569. DOI : 10.1109/JBHI.2021.3114595.Sensing Eating Events in Context: A Smartphone-Only Approach
IEEE Access. 2022-06-03. Vol. 10, p. 61249-61264. DOI : 10.1109/ACCESS.2022.3179702.2021
Trust Indicators and Explainable AI: A Study on User Perceptions
2021-05-14. 18th IFIP TC 13 International Conference, Bari, Italy, 30 August – 3 September, 2021. p. 662-671. DOI : 10.1007/978-3-030-85616-8_39.The impact of personality in using technology to ask and offer help: the experience of the Chatbot “UC – Paraguay”
2021-01-01. 47th Latin American Computing Conference (CLEI), Cartago, COSTA RICA, Oct 25-29, 2021. DOI : 10.1109/CLEI53233.2021.9640147.Locally Private Graph Neural Networks
2021-01-01. ACM SIGSAC Conference on Computer and Communications Security (ACM CCS), ELECTR NETWORK, Nov 15-19, 2021. p. 2130-2145. DOI : 10.1145/3460120.3484565.The Theory, Practice, and Ethical Challenges of Designing a Diversity-Aware Platform for Social Relations
2021-01-01. 4th AAAI/ACM Conference on AI, Ethics, and Society (AIES), ELECTR NETWORK, May 19-21, 2021. p. 905-915. DOI : 10.1145/3461702.3462595.Online Dating Quantification Practices: A Human-Machine Learning Process
Lausanne, EPFL, 2021.Contactless Sleep Monitoring for Early Detection of Health Deteriorations in Community-Dwelling Older Adults: Exploratory Study
Jmir Mhealth And Uhealth. 2021-06-11. Vol. 9, num. 6, p. e24666. DOI : 10.2196/24666.Ten seconds of my nights: Exploring methods to measure brightness, loudness and attendance and their associations with alcohol use from video clips
Plos One. 2021-04-28. Vol. 16, num. 4, p. e0250443. DOI : 10.1371/journal.pone.0250443.Guidelines for the use and interpretation of assays for monitoring autophagy (4th edition)
Autophagy. 2021-01-01. Vol. 17, num. 1, p. 1-382. DOI : 10.1080/15548627.2020.1797280.Explainable Phonology-based Approach for Sign Language Recognition and Assessment
Lausanne, EPFL, 2021.One More Bite? Inferring Food Consumption Level of College Students Using Smartphone Sensing and Self-Reports
2021. DOI : 10.1145/3448120.Declarative Variables in Online Dating: A Mixed-Method Analysis of a Mimetic-Distinctive Mechanism
Proceedings of the ACM on Human-Computer Interaction, CSCW. 2021-04-01. Vol. 5, num. CSCW1, Article 100, p. 100-132. DOI : 10.1145/3449174.Smartphone Sensing for the Well-being of Young Adults: A Review
IEEE Access. 2021-01-05. Vol. 9, p. 3374-3399. DOI : 10.1109/ACCESS.2020.3045935.Shooting shots: Estimating alcoholic drink sizes in real life using event-level reports and annotations of close-up pictures
Drug And Alcohol Review. 2021. Vol. 40, num. 7, p. 1228-1238. DOI : 10.1111/dar.13212.Youth nightlife at home: towards a feminist conceptualisation of home
Children’s Geographies. 2021. Vol. 19, num. 1, p. 1-12. DOI : 10.1080/14733285.2020.1718607.2020
Understanding Heavy Drinking at Night through Smartphone Sensing and Active Human Engagement
2020. 14th EAI International Conference on Pervasive Computing Technologies for Healthcare. p. 211-222. DOI : 10.1145/3421937.3421992.Learning Urban Nightlife Routines from Mobile Data
2020. Int. Conf. on Mobile and Ubiquitous Multimedia. p. 107-118. DOI : 10.1145/3428361.3428396.Understanding Applicants’ Reactions to Asynchronous Video Interviews through Self-Reports and Nonverbal Cues
2020. ACM Int. Conf. on Multimodal Interaction (ICMI). p. 566-574. DOI : 10.1145/3382507.3418869.Protecting Mobile Food Diaries from Getting too Personal
2020. 19th International Conference on Mobile and Ubiquitous Multimedia. p. 212–222. DOI : 10.1145/3428361.3428468.Alone or With Others? Understanding Eating Episodes of College Students with Mobile Sensing
2020. 19th International Conference on Mobile and Ubiquitous Multimedia. p. 162–166. DOI : 10.1145/3428361.3428463.Corona Citizen Science Research Team. Regards sur le futur / Perspectives.
2020
Corona Citizen Science Research Team. Les expériences de la crise/Experiences of the crisis
2020
Evaluation of 1-Year in-Home Monitoring Technology by Home-Dwelling Older Adults, Family Caregivers, and Nurses
Frontiers In Public Health. 2020-10-02. Vol. 8, p. 518957. DOI : 10.3389/fpubh.2020.518957.Understanding Eating And Drinking In Context From Crowdsourced Data
Lausanne, EPFL, 2020.Capturing drinking and nightlife behaviours and their social and physical context with a smartphone application – investigation of users’ experience and reactivity
Addiction Research & Theory. 2020-01-02. Vol. 28, num. 1, p. 62-75. DOI : 10.1080/16066359.2019.1584292.The emotional entanglements of smartphones “in the field”: on social positioning, power relations, and research ethics
Area. 2020. Vol. 52, num. 1, p. 81-88. DOI : 10.1111/area.12548.2019
Discovering Eating Routines in Context with a Smartphone App
2019-01-01. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) / ACM International Symposium on Wearable Computers (ISWC), London, ENGLAND, Sep 09-13, 2019. p. 422-429. DOI : 10.1145/3341162.3349297.Transitions of Tonality: A Model-Based Corpus Study
Lausanne, EPFL, 2019.Architectural Sampling: A Formal Basis for Machine-Learnable Architecture
Lausanne, EPFL, 2019.BookTubing Across Regions: Examining Differences based on Nonverbal and Verbal Cues
2019. ACM Int. Conf. on Interactive Experiences for Television and Online Video (TVX), Salford, ENGLAND, Jun 05-07, 2019. p. 145-156. DOI : 10.1145/3317697.3323357.My Own Private Nightlife: Understanding Youth Personal Spaces from Crowdsourced Video
Proceedings of the ACM on Human-Computer Interaction. 2019. Vol. 3, p. 189. DOI : 10.1145/3359291.Drinks & Crowds: Characterizing Alcohol Consumption through Crowdsensing and Social Media
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 2019. Vol. 3, num. 2, p. 59. DOI : 10.1145/3328930.Social Multimedia, Diversity, and Global South Cities: A Double Blind Side
2019. ACM Workshop on Fairness, Accountability, and Transparency in Multimedia (FAT/MM), Nice, p. 4–10. DOI : 10.1145/3347447.3356749.Validity of pervasive computing based continuous physical activity assessment in community-dwelling old and oldest-old
Scientific Reports. 2019-07-04. Vol. 9, p. 9662. DOI : 10.1038/s41598-019-45733-8.#Drink Or #Drunk: Multimodal Signals and Drinking Practices on Instagram
2019. 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, Trento, Italy, p. 71–80. DOI : 10.1145/3329189.3329193.Social Sensing Methods for Analysis of Dyadic Hospitality Encounters
Lausanne, EPFL, 2019.Mi Casa es su Casa? Examining Airbnb Hospitality Exchange Practices in a Developing Economy
ACM Transactions on Social Computing. 2019. Vol. 2, num. 1, p. 2. DOI : 10.1145/3299817.2018
Vlogging Over Time: Longitudinal Impressions and Behavior in YouTube
2018-01-01. 17th International Conference on Mobile and Ubiquitous Multimedia (MUM), Cairo, EGYPT, Nov 25-28, 2018. p. 37-46. DOI : 10.1145/3282894.3282922.Looking South: Learning Urban Perception in Developing Cities
ACM Transactions on Social Computing. 2018. Vol. 1, num. 3, p. 13. DOI : 10.1145/3224182.Modeling Dyadic and Group Impressions with Inter-Modal and Inter-Person Features
ACM Transactions on Multimedia Computing, Communications, and Applications. 2018. Vol. 15, num. suppl. 1, p. 13. DOI : 10.1145/3265754.Words Worth: Verbal Content and Hirability Impressions in YouTube Video Resumes
2018.Facing Employers and Customers: What Do Gaze and Expressions Tell About Soft Skills?
2018. 17th International Conference on Mobile and Ubiquitous Multimedia, Cairo, EGYPT, Nov 25-28, 2018. p. 121-126. DOI : 10.1145/3282894.3282925.Making large art historical photo archives searchable
Lausanne, EPFL, 2018.A Tale of Two Interactions: Inferring Performance in Hospitality Encounters from Cross-Situation Social Sensing
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 2018. Vol. 2, num. 3, p. 129. DOI : 10.1145/3264939.Ambiance in Social Media Venues: Visual Cue Interpretation by Machines and Crowds
2018. IEEE CVPR Workshop on Visual Understanding of Subjective Attributes, Salt Lake City, UT, Jun 18-22, 2018. p. 2426-2435. DOI : 10.1109/CVPRW.2018.00313.How to Tell Ancient Signs Apart? Recognizing and Visualizing Maya Glyphs with CNNs
ACM Journal on Computing and Cultural Heritage (JOCCH). 2018. Vol. 11, num. 4, p. 20. DOI : 10.1145/3230670.DrinkSense: Characterizing Youth Drinking Behavior using Smartphones
IEEE Transactions on Mobile Computing. 2018. Vol. 17, num. 10, p. 2279-2292. DOI : 10.1109/TMC.2018.2797901.Check Out This Place: Inferring Ambiance from Airbnb Photos
IEEE transactions on Multimedia. 2018. Vol. 20, num. 6, p. 1499-1511. DOI : 10.1109/TMM.2017.2769444.Maya Codical Glyph Segmentation: A Crowdsourcing Approach
IEEE Transactions on Multimedia. 2018-03-01. Vol. 20, num. 3, p. 711-725. DOI : 10.1109/TMM.2017.2755985.2017
#Healthy #Fondue #Dinner: Analysis and Inference of Food and Drink Consumption Patterns on Instagram
2017. p. 327–338. DOI : 10.1145/3152832.3152857.Examining Linguistic Content and Skill Impression Structure for Job Interview Analytics in Hospitality
2017. p. 339–343. DOI : 10.1145/3152832.3152866.Development of the Geographical Proportional-to-size Street-Intercept Sampling (GPSIS) method for recruiting urban nightlife-goers in an entire city
International Journal of Social Research Methodology. 2017. Vol. 20, num. 6, p. 721-736. DOI : 10.1080/13645579.2017.1293928.Visual Analysis of Maya Glyphs via Crowdsourcing and Deep Learning
Lausanne, EPFL, 2017.Bites’n’Bits: Inferring Eating Behavior from Contextual Mobile Data
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (PACM IMWUT). 2017. Vol. 1, num. 4, p. 125-157. DOI : 10.1145/3161161.Recommender Systems for Healthy Behavior Change
Lausanne, EPFL, 2017.How May I Help You? Behavior and Impressions in Hospitality Service Encounters
2017. Proceddings of 19th ACM International Conference on Multimodal Interaction. p. 312–320. DOI : 10.1145/3136755.3136771.Elderly People Living Alone: Detecting Home Visits with Ambient and Wearable Sensing
2017. p. 85–88. DOI : 10.1145/3132635.3132649.Venues in Social Media: Examining Ambiance Perception Through Scene Semantics
2017. p. 1416–1424. DOI : 10.1145/3123266.3123402.MAAYA: Multimedia Methods to Support Maya Epigraphic Analysis
Arqueologia computacional: Nuevos enfoques para el analisis y la difusion del patrimonio cultural; INAH-RedTDPC, 2017.Shape Representations for Maya Codical Glyphs: Knowledge-driven or Deep?
2017. 15th International Workshop on Content-Based Multimedia Indexing. p. 32. DOI : 10.1145/3095713.3095746.Insiders and Outsiders: Comparing Urban Impressions between Population Groups
2017. International Conference on Multimedia Retrieval, Bucharest, Romania, June 06 – 09, 2017. p. 65-71. DOI : 10.1145/3078971.3079022.Complex event recognition through wearable sensors
Lausanne, EPFL, 2017.Analyzing and Visualizing Ancient Maya Hieroglyphics Using Shape: from Computer Vision to Digital Humanities
Digital Scholarship in the Humanities. 2017. Vol. 32, num. suppl_2, p. ii179-ii194. DOI : 10.1093/llc/fqx028.Maya Codical Glyph Segmentation: A Crowdsourcing Approach
2017
SenseCityVity: Mobile Crowdsourcing, Urban Awareness, and Collective Action in Mexico
IEEE Pervasive Computing. 2017. Vol. 16, num. 2, p. 44-53. DOI : 10.1109/MPRV.2017.32.Extracting Maya Glyphs from Degraded Ancient Documents via Image Segmentation
Journal on Computing and Cultural Heritage. 2017. Vol. 10, num. 2, p. 10. DOI : 10.1145/2996859.Rapport with Virtual Agents: What do Human Social Cues and Personality Explain?
IEEE Transactions on Affective Computing. 2017. Vol. 8, num. 3, p. 382-395. DOI : 10.1109/TAFFC.2016.2545650.Analysis of Small Groups
Social Signal Processing; Cambridge University Press, 2017. p. 349-367.2016
Dites-Moi: Wearable Feedback on Conversational Behavior
2016. p. 261–265. DOI : 10.1145/3012709.3012733.Training on the Job: Behavioral Analysis of Job Interviews in Hospitality
2016. Proceedings of the 18th ACM International Conference on Multimodal Interaction. p. 84-91. DOI : 10.1145/2993148.2993191.Stressful First Impressions in Job Interviews
2016. Proceedings of the 18th ACM International Conference on Multimodal Interaction. p. 325-332. DOI : 10.1145/2993148.2993198.What TripAdvisor Can’t Tell: Crowdsourcing Urban Impressions for Whole Cities
Digital Polis; L’oeil d’Or, 2016.Computational Analysis of Urban Places Using Mobile Crowdsensing
Lausanne, EPFL, 2016.Acquiring Broad Commonsense Knowledge for Sentiment Analysis Using Human Computation
Lausanne, EPFL, 2016.The Night is Young: Urban Crowdsourcing of Nightlife Patterns
2016. DOI : 10.1145/2971648.2971713.InnerView: Learning Place Ambiance from Social Media Images
2016. Proceedings of the 24th ACM International Conference on Multimedia. p. 451-455. DOI : 10.1145/2964284.2967261.Anomaly detection in elderly daily behavior in ambient sensing environments
2016. Proceedings of the 7th Int. Workshop on Human Behavior Understanding, ACM Multimedia, 2016, Amsterdam, Netherlands, p. 51-67. DOI : 10.1007/978-3-319-46843-3_4.Transferring Neural Representations for Low-dimensional Indexing of Maya Hieroglyphic Art
2016. ECCV Workshop on Computer Vision for Art Analysis, Amsterdam, p. 842–855. DOI : 10.1007/978-3-319-46604-0_58.Guidelines for the use and interpretation of assays for monitoring autophagy (3rd edition)
Autophagy. 2016. Vol. 12, num. 1, p. 1-222. DOI : 10.1080/15548627.2015.1100356.Assessing a Shape Descriptor for Analysis of Mesoamerican Hieroglyphics: A View Towards Practice in Digital Humanities
2016. Digital Humanities Conference (DH), Krakow,Ancient Maya Writings as High-Dimensional Data: a Visualization Approach
2016. Digital Humanities (DH), Krakow,Hirability in the wild: Analysis of online conversational video resumes
IEEE Transactions on Multimedia. 2016. Vol. 18, num. 7, p. 1422-1437. DOI : 10.1109/Tmm.2016.2557058.Evaluating Shape Representations for Maya Glyph Classification
ACM Journal on Computing and Cultural Heritage. 2016. Vol. 9, num. 3, p. 14. DOI : 10.1145/2905369.2015
CommuniSense: Crowdsourcing Road Hazards in Nairobi
2015. Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services, Copenhagen, Denmark, DOI : 10.1145/2785830.2785837.Loud and Trendy: Crowdsourcing Impressions of Social Ambiance in Popular Indoor Urban Places
2015. 23rd ACM International Conference on Multimedia, Brisbane, Australia, p. 211–220. DOI : 10.1145/2733373.2806277.Looking at Cities in Mexico with Crowds
2015. Proceedings of the 2015 Annual Symposium on Computing for Development, London, United Kingdom, DOI : 10.1145/2830629.2830638.Let Your Body Speak: Communicative Cue Extraction on Natural Interaction Using RGBD Data
Ieee Transactions On Multimedia. 2015. Vol. 17, num. 10, p. 1721-1732. DOI : 10.1109/Tmm.2015.2464152.Happy and Agreeable? Multi-Label Classification of Impressions in Social Video
2015. International Conference on Mobile and Ubiquitous Multimedia, Linz, p. 109–120. DOI : 10.1145/2836041.2836051.Personality Trait Classification via Co-Occurrent Multiparty Multimodal Event Discovery
2015. p. 15–22. DOI : 10.1145/2818346.2820757.I would hire you in a minute: Thin slices of nonverbal behavior in job interviews
2015. p. 51–58. DOI : 10.1145/2818346.2820760.Camera-based estimation of student’s attention in class
Lausanne, EPFL, 2015.Energy-efficient Continuous Context Sensing on Mobile Phones
Lausanne, EPFL, 2015.In the Mood for Vlog: Multimodal Inference in Conversational Social Video
ACM Transactions on Interactive Intelligent Systems. 2015. Vol. 5, num. 2, p. 9. DOI : 10.1145/2641577.Computational Analysis Of Behavior In Employment Interviews And Video Resumes
Lausanne, EPFL, 2015.Multimedia Analysis and Access of Ancient Maya Epigraphy
IEEE Signal Processing Magazine. 2015. Vol. 32, num. 4, p. 75-84. DOI : 10.1109/MSP.2015.2411291.Theme issue from ISWC 2013
Personal And Ubiquitous Computing. 2015. Vol. 19, num. 1, p. 103-104. DOI : 10.1007/s00779-014-0814-z.What Your Face Vlogs About: Expressions of Emotion and Big-Five Traits Impressions in YouTube
IEEE Transactions on Affective Computing. 2015. Vol. 6, num. 2, p. 193-205. DOI : 10.1109/Taffc.2014.2370044.Signal Processing in the Workplace
IEEE Signal Processing Magazine. 2015. Vol. 32, num. 1, p. 121-125. DOI : 10.1109/Msp.2014.2359247.Emergent Power Hierarchies and Group Performance
International Journal of Psychology. 2015. Vol. 50, num. 5, p. 392-396. DOI : 10.1002/ijop.12102.A Probabilistic Kernel Method for Human Mobility Prediction with Smartphones
Pervasive and Mobile Computing. 2015. Vol. 20, p. 13-28. DOI : 10.1016/j.pmcj.2014.09.001.2014
ISWC 2013–Wearables are Here to Stay
IEEE Pervasive Computing. 2014. Vol. 13, num. 1, p. 14-18. DOI : 10.1109/Mprv.2014.11.The Workshop on Computational Personality Recognition 2014
2014. p. 1245–1246. DOI : 10.1145/2647868.2647870.Mining Crowdsourced First Impressions in Online Social Video
IEEE Transactions on Multimedia. 2014. Vol. 16, num. 7, p. 2062-2074. DOI : 10.1109/TMM.2014.2346471.Capturing Upper Body Motion in Conversation: an Appearance Quasi-Invariant Approach
2014. ACM Int. Conf. on Multimodal Interaction, Istanbul, p. 327–334. DOI : 10.1145/2663204.2663267.Automatic Blinking Detection towards Stress Discovery
2014. ACM Int. Conf. on Multimodal Interaction, Istanbul, p. 307–310. DOI : 10.1145/2663204.2663239.Nonverbal Social Sensing in Action: Unobtrusive Recording and Extracting of Nonverbal Behavior in Social Interactions Illustrated with a Research Example
Journal of Nonverbal Behavior. 2014. Vol. 38, num. 2, p. 231-245. DOI : 10.1007/s10919-014-0173-5.The MAAYA Project: Multimedia Analysis and Access for Documentation and Decipherment of Maya Epigraphy
2014. Digital Humanities Conference, Lausanne,Is That a Jaguar? Segmenting Ancient Maya Glyphs via Crowdsourcing
2014. ACM Int. Workshop on Crowdsourcing for Multimedia, Orlando, p. 37–40. DOI : 10.1145/2660114.2660117.The Young and the City: Crowdsourcing Urban Awareness in a Developing Country
2014. The 1st International Conference on IoT in Urban Space (Urb-IoT 2014). p. 74–79. DOI : 10.4108/icst.urb-iot.2014.257453.The Young and the City: Crowdsourcing Urban Awareness in a Developing Country
2014
How Do You Like Your Virtual Agent?: Human-Agent Interaction Experience through Nonverbal Features and Personality Traits
2014. Human Behavior Understanding – 5th International Workshop, HBU 2014, Zurich, Switzerland, September 12, 2014. p. 1-15. DOI : 10.1007/978-3-319-11839-0_1.Automatic Maya Hieroglyph Retrieval Using Shape and Context Information
2014. ACM MM. p. 1037–1040. DOI : 10.1145/2647868.2655044.Inferring Visual Attention and Addressee in Human Robot Interaction
Lausanne, EPFL, 2014.Multi-View Signal Processing and Learning on Graphs
Lausanne, EPFL, 2014.Hire Me: Computational inference of hirability in employment interviews based on nonverbal behavior
IEEE Transactions on Multimedia. 2014. Vol. 16, num. 4, p. 1018-1031. DOI : 10.1109/Tmm.2014.2307169.A Probabilistic Approach to Mining Mobile Phone Data Sequences
Personal and Ubiquitous Computing. 2014. Vol. 18, num. 1, p. 223-228. DOI : 10.1007/s00779-013-0640-8.The Places of Our Lives: Visiting Patterns and Automatic Labeling from Longitudinal Smartphone Data
IEEE Transactions on Mobile Computing. 2014. Vol. 13, num. 3, p. 638-648. DOI : 10.1109/Tmc.2013.19.Broadcasting oneself: Visual Discovery of Vlogging Styles
IEEE Transactions on Multimedia. 2014. Vol. 16, num. 1, p. 201-215. DOI : 10.1109/TMM.2013.2284893.2013
Hi YouTube! Personality Impressions and Verbal Content in Social Video
2013. 15th ACM International Conference on Multimodal Interaction, Sydney, Australia, December 09 – 13, 2013. p. 119-126. DOI : 10.1145/2522848.2522877.From big smartphone data to worldwide research: The Mobile Data Challenge
Pervasive And Mobile Computing. 2013. Vol. 9, num. 6, p. 752-771. DOI : 10.1016/j.pmcj.2013.07.014.Special Issue on the Mobile Data Challenge
Pervasive And Mobile Computing. 2013. Vol. 9, num. 6, p. 751-751. DOI : 10.1016/j.pmcj.2013.10.001.Revisiting the Generality of the Rank-based Human Mobility Model
2013.Speaking Swiss: Languages and Venues in Foursquare
2013. p. 501–504. DOI : 10.1145/2502081.2502133.Inferring Mood in Ubiquitous Conversational Video
2013. 12th International Conference on Mobile and Ubiquitous Multimedia, Luleå, Sweden, p. 2. DOI : 10.1145/2541831.2541864.Emergent leaders through looking and speaking: from audio-visual data to multimodal recognition
Journal on Multimodal User Interfaces. 2013. Vol. 7, num. 1-2, p. 39-53. DOI : 10.1007/s12193-012-0101-0.Evaluating Shape Descriptors for Detection of Maya Hieroglyphs
2013. Mexican Conference on Pattern Recognition, Queretaro, June 26-29, 2013. p. 145–154. DOI : 10.1007/978-3-642-38989-4_15.Wordless Sounds: Robust Speaker Diarization using Privacy-Preserving Audio Representations
IEEE Transactions on Audio, Speech, and Language Processing. 2013. Vol. 21, num. 1, p. 85-98. DOI : 10.1109/TASL.2012.2215588.Multimodal Analysis of Body Communication Cues in Employment Interviews
2013. p. 437–444. DOI : 10.1145/2522848.2522860.Discovering places of interest in everyday life from smartphone data
Multimedia Tools And Applications. 2013. Vol. 62, num. 1, p. 179-207. DOI : 10.1007/s11042-011-0982-z.Body communicative cue extraction for conversational analysis
2013. 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG). DOI : 10.1109/FG.2013.6553741.From Foursquare to my Square: Learning Check-in Behavior from Multiple Sources
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On Image Auto-Annotation with Latent Space Models
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On Automatic Annotation of Images with Latent Space Models
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Finding Structure in Consumer Videos by Probabilistic Hierarchical Clustering
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Modeling Human Interaction in Meetings
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Linking Objects in Videos by Importance Sampling
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Linking Objects in Videos by Importance Sampling
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Probabilistic Home Video Structuring: Feature Selection and Performance Evaluation
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