Alex Pentland

Orcid: 0000-0002-8053-9983

Affiliations:
  • MIT, Media Lab, Cambridge, MA, USA


According to our database1, Alex Pentland authored at least 523 papers between 1982 and 2025.

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Bibliography

2025
Human-AI coevolution.
Artif. Intell., 2025

2024
Hidden messages: mapping nations' media campaigns.
Comput. Math. Organ. Theory, June, 2024

YJMob100K: City-Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories.
Dataset, March, 2024

Interpretable Stochastic Block Influence Model: Measuring Social Influence Among Homophilous Communities.
IEEE Trans. Knowl. Data Eng., February, 2024

Insights from an Experiment Crowdsourcing Data from Thousands of US Amazon Users: The importance of transparency, money, and data use.
Proc. ACM Hum. Comput. Interact., 2024

Gift Contagion in Online Groups: Evidence from Virtual Red Packets.
Manag. Sci., 2024

Long-Range Social Influence in Phone Communication Networks on Offline Adoption Decisions.
Inf. Syst. Res., 2024

High-Throughput Three-Party DPFs with Applications to ORAM and Digital Currencies.
IACR Cryptol. ePrint Arch., 2024

Anonymized Network Sensing Graph Challenge.
CoRR, 2024

What is Normal? A Big Data Observational Science Model of Anonymized Internet Traffic.
CoRR, 2024

Open Problems in Technical AI Governance.
CoRR, 2024

Consent in Crisis: The Rapid Decline of the AI Data Commons.
CoRR, 2024

Temporal fingerprints: Identity matching across fully encrypted domain.
CoRR, 2024

Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them?
CoRR, 2024

A Safe Harbor for AI Evaluation and Red Teaming.
CoRR, 2024

Verifiable evaluations of machine learning models using zkSNARKs.
CoRR, 2024

Examining Socio-Economic Isolation in Urban Spaces.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2024

Teaching Network Traffic Matrices in an Interactive Game Environment.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Position: Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them?
Proceedings of the Forty-first International Conference on Machine Learning, 2024


LePaRD: A Large-Scale Dataset of Judicial Citations to Precedent.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Patterns of User Behavior and Token Adoption on ERC20.
SN Comput. Sci., November, 2023

YJMob100K: City-Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories.
Dataset, November, 2023

Best Paper Section IEEE International Conference on Automatic Face and Gesture Recognition 2021.
IEEE Trans. Biom. Behav. Identity Sci., July, 2023

Unlocking the Power of Digital Commons: Data Cooperatives as a Pathway for Data Sovereign, Innovative and Equitable Digital Communities.
Digit., June, 2023

Disaggregating sales prediction: A gravitational approach.
Expert Syst. Appl., May, 2023

Toward Network Intelligence.
Neural Comput., March, 2023

Population mobility data provides meaningful indicators of fast food intake and diet-related diseases in diverse populations.
npj Digit. Medicine, 2023

Unstoppable Wallets: Chain-assisted Threshold ECDSA and its Applications.
IACR Cryptol. ePrint Arch., 2023

Identifying latent activity behaviors and lifestyles using mobility data to describe urban dynamics.
EPJ Data Sci., 2023

Data Cooperatives for Identity Attestations.
CoRR, 2023

zkTax: A pragmatic way to support zero-knowledge tax disclosures.
CoRR, 2023

Don't forget private retrieval: distributed private similarity search for large language models.
CoRR, 2023

LePaRD: A Large-Scale Dataset of Judges Citing Precedents.
CoRR, 2023

The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AI.
CoRR, 2023

Metropolitan Scale and Longitudinal Dataset of Anonymized Human Mobility Trajectories.
CoRR, 2023

Social AI and the Challenges of the Human-AI Ecosystem.
CoRR, 2023

Art and the science of generative AI: A deeper dive.
CoRR, 2023

Footfall Prediction Using Graph Neural Networks.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Building a Healthier Feed: Private Location Trace Intersection Driven Feed Recommendations.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2023



The Law and NLP: Bridging Disciplinary Disconnects.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
User Profiling Based on Nonlinguistic Audio Data.
ACM Trans. Inf. Syst., 2022

The Cop In Your Neighbor's Doorbell: Amazon Ring and the Spread of Participatory Mass Surveillance.
Proc. ACM Hum. Comput. Interact., 2022

Bargaining with the Black-Box: Designing and Deploying Worker-Centric Tools to Audit Algorithmic Management.
Proc. ACM Hum. Comput. Interact., 2022

Using gravity model to make store closing decisions: A data driven approach.
Expert Syst. Appl., 2022

Rhythm of the streets: a street classification framework based on street activity patterns.
EPJ Data Sci., 2022

Remaining popular: power-law regularities in network dynamics.
EPJ Data Sci., 2022

Flexible social inference facilitates targeted social learning when rewards are not observable.
CoRR, 2022

The Network Structure of Unequal Diffusion.
CoRR, 2022

Building a healthier feed: Private location trace intersection driven feed recommendations.
CoRR, 2022

Private independence testing across two parties.
CoRR, 2022

Zero Botnets: An Observe-Pursue-Counter Approach.
CoRR, 2022

Building a new economy: data, AI, and Web3.
Commun. ACM, 2022

Detection of Coordination Between State-Linked Actors.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2022

Post-pandemic Economic Transformations in the United States of America.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Voyage Viewer: Empowering Human Mobility at a Global Scale.
Proceedings of the 13th International EuroVis Workshop on Visual Analytics, 2022

2021
Quantization Games on Social Networks and Language Evolution.
IEEE Trans. Signal Process., 2021

Tourism Event Analytics with Mobile Phone Data.
Trans. Data Sci., 2021

Secure and secret cooperation in robot swarms.
Sci. Robotics, 2021

Social Influence Leads to the Formation of Diverse Local Trends.
Proc. ACM Hum. Comput. Interact., 2021

Housing Prices and the Skills Composition of Neighborhoods.
Frontiers Big Data, 2021

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
Ethics Inf. Technol., 2021

Accuracy-Risk Trade-Off Due to Social Learning in Crowd-Sourced Financial Predictions.
Entropy, 2021

Adaptive Methods for Aggregated Domain Generalization.
CoRR, 2021

Investigating and Modeling the Dynamics of Long Ties.
CoRR, 2021

Provably Efficient Cooperative Multi-Agent Reinforcement Learning with Function Approximation.
CoRR, 2021

Validating Gravity-Based Market Share Models Using Large-Scale Transactional Data.
Big Data, 2021

One More Step Towards Reality: Cooperative Bandits with Imperfect Communication.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Effects of stimulus checks on spending patterns of different economic groups.
Proceedings of the 2021 International Conference on Data Mining, 2021

Disambiguating Disinformation: Extending Beyond the Veracity of Online Content.
Proceedings of the Workshop Proceedings of the 15th International AAAI Conference on Web and Social Media, 2021

Optimized Human-AI Decision Making: A Personal Perspective.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Adaptive Methods for Real-World Domain Generalization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Beyond Reasonable Doubt: Improving Fairness in Budget-Constrained Decision Making using Confidence Thresholds.
Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

A Neural-Symbolic Approach for User Mental Modeling: A Step Towards Building Exchangeable Identities.
Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 2021

2020
Toward an Interoperability Architecture for Blockchain Autonomous Systems.
IEEE Trans. Engineering Management, 2020

Diversity of Idea Flows and Economic Growth.
J. Soc. Comput., 2020

Inference of node attributes from social network assortativity.
Neural Comput. Appl., 2020

Segregated interactions in urban and online space.
EPJ Data Sci., 2020

Economic outcomes predicted by diversity in cities.
EPJ Data Sci., 2020

Towards a Contract Service Provider Model for Virtual Assets and VASPs.
CoRR, 2020

A Study of Compositional Generalization in Neural Models.
CoRR, 2020

Interpretable Stochastic Block Influence Model: measuring social influence among homophilous communities.
CoRR, 2020

Wallet Attestations for Virtual Asset Service Providers and Crypto-Assets Insurance.
CoRR, 2020

User behavior and token adoption on ERC20.
CoRR, 2020

Analysis of misinformation during the COVID-19 outbreak in China: cultural, social and political entanglements.
CoRR, 2020

ERC20 Transactions over Ethereum Blockchain: Network Analysis and Predictions.
CoRR, 2020

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
CoRR, 2020

Assessing Disease Exposure Risk With Location Histories And Protecting Privacy: A Cryptographic Approach In Response To A Global Pandemic.
CoRR, 2020

Mobile phone data and COVID-19: Missing an opportunity?
CoRR, 2020

Blockchain: From Technology to Marketplaces.
Computer, 2020

Looking for a better future: modeling migrant mobility.
Appl. Netw. Sci., 2020

Differentially-Private Federated Linear Bandits.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning Quadratic Games on Networks.
Proceedings of the 37th International Conference on Machine Learning, 2020

Kernel Methods for Cooperative Multi-Agent Contextual Bandits.
Proceedings of the 37th International Conference on Machine Learning, 2020

Cooperative Multi-Agent Bandits with Heavy Tails.
Proceedings of the 37th International Conference on Machine Learning, 2020

Privacy-Preserving Claims Exchange Networks for Virtual Asset Service Providers.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2020

Algorithmic targeting of social policies: fairness, accuracy, and distributed governance.
Proceedings of the FAT* '20: Conference on Fairness, 2020

Private and Byzantine-Proof Cooperative Decision-Making.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Leveraging Communication Topologies Between Learning Agents in Deep Reinforcement Learning.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Fair Enough: Improving Fairness in Budget-Constrained Decision Making Using Confidence Thresholds.
Proceedings of the Workshop on Artificial Intelligence Safety, 2020

2019
Assessing Refugees' Integration via Spatio-Temporal Similarities of Mobility and Calling Behaviors.
IEEE Trans. Comput. Soc. Syst., 2019

Machine behaviour.
Nat., 2019

Understanding Human Judgments of Causality.
CoRR, 2019

Privacy-Preserving Claims Exchange Networks for Virtual Asset Service Providers.
CoRR, 2019

Empowering Artists, Songwriters & Musicians in a Data Cooperative through Blockchains and Smart Contracts.
CoRR, 2019

Segregated interactions in urban and online spaces.
CoRR, 2019

DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning.
CoRR, 2019

Towards a Public Key Management Framework for Virtual Assets and Virtual Asset Service Providers.
CoRR, 2019

Thompson Sampling on Symmetric α-Stable Bandits.
CoRR, 2019

Identify and understand pay-it-forward reciprocity using millions of online red packets.
CoRR, 2019

The Strength of Structural Diversity in Online Social Networks.
CoRR, 2019

The tradeoff between the utility and risk of location data and implications for public good.
CoRR, 2019

Data Cooperatives: Towards a Foundation for Decentralized Personal Data Management.
CoRR, 2019

Secure and secret cooperation of robotic swarms by using Merkle trees.
CoRR, 2019

What Makes Social Search Efficient.
CoRR, 2019

Verifiable Anonymous Identities and Access Control in Permissioned Blockchains.
CoRR, 2019

Communication Topologies Between Learning Agents in Deep Reinforcement Learning.
CoRR, 2019

Mapping Time-Varying Accessibility and Territorial Cohesion With Time-Distorted Maps.
IEEE Access, 2019

Thompson Sampling on Symmetric Alpha-Stable Bandits.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Urban Swarms: A new approach for autonomous waste management.
Proceedings of the International Conference on Robotics and Automation, 2019

Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Active Fairness in Algorithmic Decision Making.
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019

Introduction to the Data for Refugees Challenge on Mobility of Syrian Refugees in Turkey.
Proceedings of the Guide to Mobile Data Analytics in Refugee Scenarios, 2019

Measuring Fine-Grained Multidimensional Integration Using Mobile Phone Metadata: The Case of Syrian Refugees in Turkey.
Proceedings of the Guide to Mobile Data Analytics in Refugee Scenarios, 2019

2018
Swarms and Network Intelligence in Search
Studies in Computational Intelligence 729, Springer, ISBN: 978-3-319-63602-3, 2018

Modeling and Understanding Intrinsic Characteristics of Human Mobility.
Proceedings of the Handbook of Mobile Data Privacy., 2018

Social Bridges in Urban Purchase Behavior.
ACM Trans. Intell. Syst. Technol., 2018

ScamCoins, S*** Posters, and the Search for the Next Bitcoin<sup>TM</sup>: Collective Sensemaking in Cryptocurrency Discussions.
Proc. ACM Hum. Comput. Interact., 2018

Rhythm: A Unified Measurement Platform for Human Organizations.
IEEE Multim., 2018

Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement.
EPJ Data Sci., 2018

Behavioral attributes and financial churn prediction.
EPJ Data Sci., 2018

Methods for quantifying effects of social unrest using credit card transaction data.
EPJ Data Sci., 2018

Learning Quadratic Games on Networks.
CoRR, 2018

Detecting Bot Activity in the Ethereum Blockchain Network.
CoRR, 2018

Mapping the Privacy-Utility Tradeoff in Mobile Phone Data for Development.
CoRR, 2018

Data for Refugees: The D4R Challenge on Mobility of Syrian Refugees in Turkey.
CoRR, 2018

Cascade Centrality with heterogeneous nodal influence in a noisy environment.
CoRR, 2018

Towards a Design Philosophy for Interoperable Blockchain Systems.
CoRR, 2018

The Wisdom of the Network: How Adaptive Networks Promote Collective Intelligence.
CoRR, 2018

Familiar Strangers: the Collective Regularity in Human Behaviors.
CoRR, 2018

RoboChain: A Secure Data-Sharing Framework for Human-Robot Interaction.
CoRR, 2018

BASIC: Towards a Blockchained Agent-Based SImulator for Cities.
Proceedings of the Massively Multi-Agent Systems II - International Workshop, 2018

Blockchain Use Cases in Digital Sectors: A Review of the Literature.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

GINA: Group Gender Identification Using Privacy-Sensitive Audio Data.
Proceedings of the IEEE International Conference on Data Mining, 2018

An Experimental Study of Cryptocurrency Market Dynamics.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Bracketing off the actors: Towards an action-centric research agenda.
Inf. Organ., 2017

Erratum to: Improving official statistics in emerging markets using machine learning and mobile phone data.
EPJ Data Sci., 2017

Improving official statistics in emerging markets using machine learning and mobile phone data.
EPJ Data Sci., 2017

Large-Scale Experiment on the Importance of Social Learning and Unimodality in the Wisdom of the Crowd.
CoRR, 2017

Social Bayesian Learning in the Wisdom of the Crowd.
CoRR, 2017

Open Badges: A Low-Cost Toolkit for Measuring Team Communication and Dynamics.
CoRR, 2017

Open Algorithms for Identity Federation.
CoRR, 2017

DeepMood: Forecasting Depressed Mood Based on Self-Reported Histories via Recurrent Neural Networks.
Proceedings of the 26th International Conference on World Wide Web, 2017

Improving individual predictions using social networks assortativity.
Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, 2017

Differential Network Effects on Economic Outcomes: A Structural Perspective.
Proceedings of the Social Informatics, 2017

Secure sharing of geospatial wildlife data.
Proceedings of the Fourth International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, 2017

Stigmergy-Based Modeling to Discover Urban Activity Patterns from Positioning Data.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

Modeling the Temporal Nature of Human Behavior for Demographics Prediction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Exploiting the use of recurrent neural networks for driver behavior profiling.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Wild Animals in Daily Life.
Proceedings of the International Conference on Information Systems, 2017

Bots as Virtual Confederates: Design and Ethics.
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

2016
The role of personality in shaping social networks and mediating behavioral change.
User Model. User Adapt. Interact., 2016

bandicoot: a Python Toolbox for Mobile Phone Metadata.
J. Mach. Learn. Res., 2016

If it looks like a spammer and behaves like a spammer, it must be a spammer: analysis and detection of microblogging spam accounts.
Int. J. Inf. Sec., 2016

The Mobile Territorial Lab: a multilayered and dynamic view on parents' daily lives.
EPJ Data Sci., 2016

Energy consumption prediction using people dynamics derived from cellular network data.
EPJ Data Sci., 2016

Vaccination and Complex Social Dynamics.
CoRR, 2016

Managing travel demand: Location recommendation for system efficiency based on mobile phone data.
CoRR, 2016

Analysis of Tourism Dynamics and Special Events through Mobile Phone Metadata.
CoRR, 2016

Human collective intelligence as distributed Bayesian inference.
CoRR, 2016

Breakout: An Open Measurement and Intervention Tool for Distributed Peer Learning Groups.
CoRR, 2016

Optimal Dynamic Coverage Infrastructure for Large-Scale Fleets of Reconnaissance UAVs.
CoRR, 2016

Beyond viral.
Commun. ACM, 2016

Inferring Population Preferences via Mixtures of Spatial Voting Models.
Proceedings of the Social Informatics - 8th International Conference, 2016

Mobile Communication Signatures of Unemployment.
Proceedings of the Social Informatics - 8th International Conference, 2016

Electricity Demand and Population Dynamics Prediction from Mobile Phone Metadata.
Proceedings of the Social, Cultural, and Behavioral Modeling, 9th International Conference, 2016

The Role of Reciprocity and Directionality of Friendship Ties in Promoting Behavioral Change.
Proceedings of the Social, Cultural, and Behavioral Modeling, 9th International Conference, 2016

Social Ties as Predictors of Economic Development.
Proceedings of the Advances in Network Science, 2016

Modeling Human Ad Hoc Coordination.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Making big data work: smart, sustainable, and safe cities.
EPJ Data Sci., 2015

Enigma: Decentralized Computation Platform with Guaranteed Privacy.
CoRR, 2015

Temporal Fidelity in Dynamic Social Networks.
CoRR, 2015

Physical Proximity and Spreading in Dynamic Social Networks.
CoRR, 2015

Using Deep Learning to Predict Demographics from Mobile Phone Metadata.
CoRR, 2015

Beyond Contagion: Reality Mining Reveals Complex Patterns of Social Influence.
CoRR, 2015

Moves on the Street: Classifying Crime Hotspots Using Aggregated Anonymized Data on People Dynamics.
Big Data, 2015

Decentralizing Privacy: Using Blockchain to Protect Personal Data.
Proceedings of the 2015 IEEE Symposium on Security and Privacy Workshops, 2015

Ride Sharing: A Network Perspective.
Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

Social Behavior Bias and Knowledge Management Optimization.
Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

Emergent Collective Sensing in Human Groups.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Improving Information Spread through a Scheduled Seeding Approach.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Sensing, Understanding, and Shaping Social Behavior.
IEEE Trans. Comput. Soc. Syst., 2014

Campaign Optimization Through Behavioral Modeling and Mobile Network Analysis.
IEEE Trans. Comput. Soc. Syst., 2014

Social Persuasion in Online and Physical Networks.
Proc. IEEE, 2014

Privacy in Sensor-Driven Human Data Collection: A Guide for Practitioners.
CoRR, 2014

Privacy for Personal Neuroinformatics.
CoRR, 2014

Using sociometers to quantify social interaction patterns.
CoRR, 2014

Popularity and Performance: A Large-Scale Study.
CoRR, 2014

Twitter: who gets caught? observed trends in social micro-blogging spam.
Proceedings of the ACM Web Science Conference, 2014

Big Data-Driven Marketing: How Machine Learning Outperforms Marketers' Gut-Feeling.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014

Temporal Dynamics of Scale-Free Networks.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014

Building privacy-preserving location-based apps.
Proceedings of the 2014 Twelfth Annual International Conference on Privacy, 2014

Pervasive stress recognition for sustainable living.
Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

Daily Stress Recognition from Mobile Phone Data, Weather Conditions and Individual Traits.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Once Upon a Crime: Towards Crime Prediction from Demographics and Mobile Data.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

Social Information Leakage: Effects of Awareness and Peer Pressure on User Behavior.
Proceedings of the Human Aspects of Information Security, Privacy, and Trust, 2014

2013
Modeling Functional Roles Dynamics in Small Group Interactions.
IEEE Trans. Multim., 2013

Limits of social mobilization.
Proc. Natl. Acad. Sci. USA, 2013

Understanding and Changing Behavior [Guest editors' introduction].
IEEE Pervasive Comput., 2013

Augmented Betweenness Centrality for Environmentally Aware Traffic Monitoring in Transportation Networks.
J. Intell. Transp. Syst., 2013

The predictability of consumer visitation patterns
CoRR, 2013

A planetary nervous system for social mining and collective awareness
CoRR, 2013

Dynamics of Human Social Networks: People, Time, Relationships, and Places.
CoRR, 2013

Predicting Spending Behavior Using Socio-mobile Features.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Predicting Personality Using Novel Mobile Phone-Based Metrics.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013

Detecting Anomalous Behaviors Using Structural Properties of Social Networks.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013

Trade-Offs in Social and Behavioral Modeling in Mobile Networks.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013

Summary abstract for the 1st ACM international workshop on personal data meets distributed multimedia.
Proceedings of the ACM Multimedia Conference, 2013

Situation fencing: making geo-fencing personal and dynamic.
Proceedings of the 1st ACM international workshop on Personal data meets distributed multimedia, 2013

Just-in-Time Social Cloud: Computational Social Platform to Guide People's Just-in-Time Decisions.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

Automatically captured sociability and sleep quality in healthy adults.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Quantization Games on Networks.
Proceedings of the 2013 Data Compression Conference, 2013

2012
Social Efficiency: Rules for Designing Social Networks and Social Media [Social Sciences].
IEEE Signal Process. Mag., 2012

Modeling Dynamical Influence in Human Interaction: Using data to make better inferences about influence within social systems.
IEEE Signal Process. Mag., 2012

Sensing the "Health State" of a Community.
IEEE Pervasive Comput., 2012

From Context Awareness to Socially Aware Computing.
IEEE Pervasive Comput., 2012

Privacy-sensitive recognition of group conversational context with sociometers.
Multim. Syst., 2012

On the Trusted Use of Large-Scale Personal Data.
IEEE Data Eng. Bull., 2012

Urban characteristics attributable to density-driven tie formation
CoRR, 2012

Automatic Prediction Of Small Group Performance In Information Sharing Tasks
CoRR, 2012

Society's Nervous System: Building Effective Government, Energy, and Public Health Systems.
Computer, 2012

Graph-Coupled HMMs for Modeling the Spread of Infection.
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Evolution of Social Encounters in Ad-Hoc Mobile Face-to-Face Interaction Networks.
Proceedings of the 2012 International Conference on Social Informatics (SocialInformatics), 2012

Decoding Social Influence and the Wisdom of the Crowd in Financial Trading Network.
Proceedings of the 2012 International Conference on Privacy, 2012

The SocioMetric Badges Corpus: A Multilevel Behavioral Dataset for Social Behavior in Complex Organizations.
Proceedings of the 2012 International Conference on Privacy, 2012

Incremental Learning with Accuracy Prediction of Social and Individual Properties from Mobile-Phone Data.
Proceedings of the 2012 International Conference on Privacy, 2012

Modeling Infection with Multi-agent Dynamics.
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012

Trends Prediction Using Social Diffusion Models.
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012

How Many Makes a Crowd? On the Evolution of Learning as a Factor of Community Coverage.
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012

Modeling conversational dynamics and performance in a Social Dilemma task.
Proceedings of the 5th International Symposium on Communications, 2012

The Influence of Reference Frame and Population Density on the Effectiveness of Social Normative Feedback on Electricity Consumption.
Proceedings of the International Conference on Information Systems, 2012

Friends don't lie: inferring personality traits from social network structure.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Awareness as an antidote to distance: making distributed groups cooperative and consistent.
Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

Mapping Organizational Dynamics with Body Sensor Networks.
Proceedings of the 2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks, 2012

2011
Mobile Sensing Technologies and Computational Methods for Collective Intelligence.
Proceedings of the Next Generation Data Technologies for Collective Computational Intelligence, 2011

Social fMRI: Investigating and shaping social mechanisms in the real world.
Pervasive Mob. Comput., 2011

Stealing Reality: When Criminals Become Data Scientists (or Vice Versa).
IEEE Intell. Syst., 2011

Social Distance Drives the Convergence of Preferences in an Online Music Sharing Network.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Fortune Monitor or Fortune Teller: Understanding the Connection between Interaction Patterns and Financial Status.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Using Social Sensing to Understand the Links between Sleep, Mood, and Sociability.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

The Need for Champions for Approximate Social Search.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

The Impacts of Just-in-Time Social Networks on People's Choices in the Real World.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Keynote: Building a Nervous System for Society: The 'New Deal on Data' and How to Make Health, Financial, Logistics, and Transportation Systems Work.
Proceedings of the Semantic Web - ISWC 2011, 2011

Pervasive Sensing to Model Political Opinions in Face-to-Face Networks.
Proceedings of the Pervasive Computing - 9th International Conference, 2011

A nervous system for humanity: Making health, financial, logistics, and transportation networks work.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Modeling the co-evolution of behaviors and social relationships using mobile phone data.
Proceedings of the 10th International Conference on Mobile and Ubiquitous Multimedia, 2011

Honest signals: how social networks shape human behavior.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Joint ACM workshop on human gesture and behavior understanding: (J-HGBU'11).
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Signals and Speech.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

The social fMRI: measuring, understanding, and designing social mechanisms in the real world.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Human Behavior Understanding for Inducing Behavioral Change: Application Perspectives.
Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

Automatic Modeling of Dominance Effects Using Granger Causality.
Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

Sleep, mood and sociability in a healthy population.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Human Behavior Understanding for Inducing Behavioral Change: Social and Theoretical Aspects.
Proceedings of the Constructing Ambient Intelligence, 2011

Composite Social Network for Predicting Mobile Apps Installation.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Identifying and facilitating social interaction with a wearable wireless sensor network.
Pers. Ubiquitous Comput., 2010

Introduction to the Special Issue on Signal and Information Processing for Social Networks.
IEEE J. Sel. Top. Signal Process., 2010

Measuring the Collective Potential of Populations From Dynamic Social Interaction Data.
IEEE J. Sel. Top. Signal Process., 2010

Generalized Stable Matching in Bipartite Networks
CoRR, 2010

Existence of Stable Exclusive Bilateral Exchanges in Networks
CoRR, 2010

Stealing Reality
CoRR, 2010

Modeling Dynamical Influence in Human Interaction Patterns
CoRR, 2010

Modeling Corporate Epidemiology
CoRR, 2010

Time Critical Social Mobilization: The DARPA Network Challenge Winning Strategy
CoRR, 2010

Patterns of Individual Shopping Behavior
CoRR, 2010

Disentangling Social Networks inferred from Call Logs
CoRR, 2010

Social sensing: obesity, unhealthy eating and exercise in face-to-face networks.
Proceedings of Wireless Health 2010, 2010

Recognizing conversational context in group interaction using privacy-sensitive mobile sensors.
Proceedings of the 9th International Conference on Mobile and Ubiquitous Multimedia, 2010

Kith and kin: how social networks make us smart.
Proceedings of the 2nd international workshop on Social signal processing, 2010

MM'10 workshop summary for SSPW: ACM workshop on social signal processing 2010.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Quantifying group problem solving with stochastic analysis.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

Social sensing for epidemiological behavior change.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

2009
Special Issue on Human Computing.
IEEE Trans. Syst. Man Cybern. Part B, 2009

Sensible Organizations: Technology and Methodology for Automatically Measuring Organizational Behavior.
IEEE Trans. Syst. Man Cybern. Part B, 2009

Wearable sensors for pervasive healthcare management.
Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, 2009

Sensor-based organizational engineering.
Proceedings of the ICMI-MLMI '09 Workshop on Multimodal Sensor-Based Systems and Mobile Phones for Social Computing, 2009

SocialCircuits: the art of using mobile phones for modeling personal interactions.
Proceedings of the ICMI-MLMI '09 Workshop on Multimodal Sensor-Based Systems and Mobile Phones for Social Computing, 2009

Sensor-Based Feedback Systems in Organizational Computing.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

A quantitative analysis of the collective creativity in playing 20-questions games.
Proceedings of the 7th Conference on Creativity & Cognition, Berkeley, 2009

Capturing Individual and Group Behavior with Wearable Sensors.
Proceedings of the Human Behavior Modeling, 2009

Modeling Social Diffusion Phenomena using Reality Mining.
Proceedings of the Human Behavior Modeling, 2009

Honest Signals in the Recognition of Functional Relational Roles in Meetings.
Proceedings of the Human Behavior Modeling, 2009

Understanding Effects of Feedback on Group Collaboration.
Proceedings of the Human Behavior Modeling, 2009

A Network Analysis of Road Traffic with Vehicle Tracking Data.
Proceedings of the Human Behavior Modeling, 2009

2008
Sensible Organizations: Changing Our Businesses and Work Styles through Sensor Data.
J. Inf. Process., 2008

Human-Centred Intelligent Human-Computer Interaction (HCI<sup>2</sup>): how far are we from attaining it?
Int. J. Auton. Adapt. Commun. Syst., 2008

Social signal processing: state-of-the-art and future perspectives of an emerging domain.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Social signals, their function, and automatic analysis: a survey.
Proceedings of the 10th International Conference on Multimodal Interfaces, 2008

Mining Face-to-Face Interaction Networks Using Sociometric Badges: Predicting Productivity in an IT Configuration Task.
Proceedings of the International Conference on Information Systems, 2008

Meeting mediator: enhancing group collaborationusing sociometric feedback.
Proceedings of the 2008 ACM Conference on Computer Supported Cooperative Work, 2008

Meeting mediator: enhancing group collaboration with sociometric feedback.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

Social Sensors for Automatic Data Collection.
Proceedings of the Learning from the past & charting the future of the discipline. 14th Americas Conference on Information Systems, 2008

Honest Signals - How They Shape Our World.
MIT Press, ISBN: 978-0-262-16256-2, 2008

2007
Social Signal Processing [Exploratory DSP].
IEEE Signal Process. Mag., 2007

On the Collective Nature of Human Intelligence.
Adapt. Behav., 2007

Using the influence model to recognize functional roles in meetings.
Proceedings of the 9th International Conference on Multimodal Interfaces, 2007

Human Computing and Machine Understanding of Human Behavior: A Survey.
Proceedings of the Artifical Intelligence for Human Computing, 2007

Modeling Influence Between Experts.
Proceedings of the Artifical Intelligence for Human Computing, 2007

2006
Reality mining: sensing complex social systems.
Pers. Ubiquitous Comput., 2006

InSense: Interest-Based Life Logging.
IEEE Multim., 2006

Collective intelligence.
IEEE Comput. Intell. Mag., 2006

Mapping Human Networks.
Proceedings of the 4th IEEE International Conference on Pervasive Computing and Communications (PerCom 2006), 2006

Human computing for interactive digital media.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

VibeFones: Socially Aware Mobile Phones.
Proceedings of the Tenth IEEE International Symposium on Wearable Computers (ISWC 2006), 2006

A sensor network for social dynamics.
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006

A Computational Model of Social Signalin.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A 'need to know' system for group classification.
Proceedings of the 8th International Conference on Multimodal Interfaces, 2006

Multi-sensor Data Fusion Using the Influence Model.
Proceedings of the 2006 International Workshop on Wearable and Implantable Body Sensor Networks (BSN 2006), 2006

2005
Human dynamics: computation for organizations: Human dynamics: computation for organizations.
Pattern Recognit. Lett., 2005

Social serendipity: mobilizing social software.
IEEE Pervasive Comput., 2005

Mobile-IT Education (MIT. EDU): m-learning applications for classroom settings.
J. Comput. Assist. Learn., 2005

Socially Aware Computation and Communication.
Computer, 2005

Tactual displays for sensory substitution and wearable computers.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2005

Socially aware media.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

2004
DakNet: Rethinking Connectivity in Developing Nations.
Computer, 2004

Healthwear: Medical Technology Becomes Wearable.
Computer, 2004

MIT.EDU: System Architecture for Real-World Distributed Multi-user Applications in Classroom Settings.
Proceedings of the Proceedings 2nd IEEE International Workshop on Wireless and Mobile Technologies in Education, 2004

Shiver Motion and Core Body Temperature Classification for Wearable Soldier Health Monitoring Systems.
Proceedings of the 8th International Symposium on Wearable Computers (ISWC 2004), 31 October, 2004

The Transcendent Greek.
Proceedings of the 3rd IEEE and ACM International Symposium on Mixed and Augmented Reality (ISMAR 2004), 2004

GroupMedia: distributed multi-modal interfaces.
Proceedings of the 6th International Conference on Multimodal Interfaces, 2004

2003
Wearables in the Workplace: Sensing Interactions at the Office.
Proceedings of the 7th International Symposium on Wearable Computers (ISWC 2003), 2003

MIThril 2003: Applications and Architecture.
Proceedings of the 7th International Symposium on Wearable Computers (ISWC 2003), 2003

The Memory Glasses: Subliminal vs.Overt Memory Support with Imperfect Information.
Proceedings of the 7th International Symposium on Wearable Computers (ISWC 2003), 2003

Sensing and Modeling Human Networks using the Sociometer.
Proceedings of the 7th International Symposium on Wearable Computers (ISWC 2003), 2003

Technology Development for Building Flexible Silicon Functional Fibres.
Proceedings of the 7th International Symposium on Wearable Computers (ISWC 2003), 2003

Human Design: Building Computation around Human Networks.
Proceedings of the Human-Computer Interaction INTERACT '03: IFIP TC13 International Conference on Human-Computer Interaction, 2003

Human Design: Wearable Computers for Human Networking.
Proceedings of the 23rd International Conference on Distributed Computing Systems (ICDCS 2003), 2003

Social Network Computing.
Proceedings of the UbiComp 2003: Ubiquitous Computing, 2003

Facing the Future.
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

2002
Learning words from sights and sounds: a computational model.
Cogn. Sci., 2002

Toward the Zero Attention Interface: Wearable Subliminal Cuing for Short Term Memory Support Memory.
Proceedings of the 6th International Symposium on Wearable Computers (ISWC 2002), 2002

Boosting and Structure Learning in Dynamic Bayesian Networks for Audio-Visual Speaker Detection.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Open source handheld-based EMR for paramedics working in rural areas.
Proceedings of the AMIA 2002, 2002

Browsing 3-D spaces with 3-D vision: body-driven navigation through the Internet city.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001
Guest Editor's Introduction: Wearable Information Devices.
IEEE Micro, 2001

A Bayesian similarity measure for deformable image matching.
Image Vis. Comput., 2001

Smart Clothes, Smart Rooms.
Proceedings of the 10th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2001), 2001

Expectation Maximization for Weakly Labeled Data.
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

Bayesian Face Recognition with Deformable Image Models.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

Smart headphones: enhancing auditory awareness through robust speech detection and source localization.
Proceedings of the IEEE International Conference on Acoustics, 2001

The familiar: a living diary and companion.
Proceedings of the CHI 2001 Extended Abstracts on Human Factors in Computing Systems, 2001

Smart headphones.
Proceedings of the CHI 2001 Extended Abstracts on Human Factors in Computing Systems, 2001

2000
LAFTER: a real-time face and lips tracker with facial expression recognition.
Pattern Recognit., 2000

Bayesian face recognition.
Pattern Recognit., 2000

Looking at People: Sensing for Ubiquitous and Wearable Computing.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

A Bayesian Computer Vision System for Modeling Human Interactions.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Media in performance: Interactive spaces for dance, theater, circus, and museum exhibits.
IBM Syst. J., 2000

It's alive!
IBM Syst. J., 2000

Face Recognition for Smart Environments.
Computer, 2000

Perceptual Intelligence.
Commun. ACM, 2000

On Reversing Jensen's Inequality.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Recognizing User Context via Wearable Sensors.
Proceedings of the Fourth International Symposium on Wearable Computers (ISWC 2000), 2000

Wearable Phased Arrays for Sound Localization and Enhancement.
Proceedings of the Fourth International Symposium on Wearable Computers (ISWC 2000), 2000

Motion Field Histograms for Robust Modeling of Facial Expressions.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Framing Through Peripheral Perception.
Proceedings of the 2000 International Conference on Image Processing, 2000

Understanding Purposeful Human Motion.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

1999
3D structure from 2D motion.
IEEE Signal Process. Mag., 1999

Modeling and Prediction of Human Behavior.
Neural Comput., 1999

Realtime Personal Positioning System for Wearable Computers.
Proceedings of the Third International Symposium on Wearable Computers (ISWC 1999), 1999

An Interactive Computer Vision System DyPERS: Dynamic Personal Enhanced Reality System.
Proceedings of the Computer Vision Systems, First International Conference, 1999

A Bayesian Computer Vision System for Modeling Human Interaction.
Proceedings of the Computer Vision Systems, First International Conference, 1999

Action Reaction Learning: Automatic Visual Analysis and Synthesis of Interactive Behaviour.
Proceedings of the Computer Vision Systems, First International Conference, 1999

Media Actors: Characters in Search of an Author.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Bayesian Image Retrieval in Biometric Databases.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Technologies and Methods for Interactive Exhibit Design: From Wireless Object & Body Tracking to Wearable Computers.
Proceedings of the Cultural Heritage Informatics: Selected Papers from ICHIM 1999. Washington, 1999

Probabilistic Object Recognition and Localization.
Proceedings of the International Conference on Computer Vision, 1999

Unsupervised clustering of ambulatory audio and video.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Perceptual Intelligence: learning gestures and words for individualized, adaptive interfaces.
Proceedings of the Human-Computer Interaction: Ergonomics and User Interfaces, 1999

A Synthetic Agent System for Bayesian Modeling Human Interactions.
Proceedings of the Third Annual Conference on Autonomous Agents, 1999

1998
3D lip shapes from video: A combined physical-statistical model.
Speech Commun., 1998

Real-Time American Sign Language Recognition Using Desk and Wearable Computer Based Video.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Characterization of Neuropathological Shape Deformations.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Graphical Models for Recognizing Human Interactions.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Bayesian Modeling of Facial Similarity.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Maximum Conditional Likelihood via Bound Maximization and the CEM Algorithm.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Visual Contextual Awareness in Wearable Computing.
Proceedings of the Second International Symposium on Wearable Computers (ISWC 1998), 1998

A Wearable Haptic Navigation Guidance System.
Proceedings of the Second International Symposium on Wearable Computers (ISWC 1998), 1998

Extracting Context from Environmental Audio.
Proceedings of the Second International Symposium on Wearable Computers (ISWC 1998), 1998

Learning words from natural audio-visual input.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Smart rooms, smart clothes.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Efficient MAP/ML similarity matching for visual recognition.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Mixtures of Eigen Features for Real-Time Structure from Texture.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

3D Modeling of Human Lip Motion.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Word learning in a multimodal environment.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Dynamic Models of Human Motion.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Beyond Eigenfaces: Probabilistic Matching for Face Recognition.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Viewpoint-Invariant Indexing for Content-Based Image Retrieval.
Proceedings of the 1998 International Workshop on Content-Based Access of Image and Video Databases, 1998

A Wearable Computer Based American Sign Language Recognizer.
Proceedings of the Assistive Technology and Artificial Intelligence, 1998

A Phoneme Probability Display for Individuals with Hearing Disabilities.
Proceedings of the Third International ACM Conference on Assistive Technologies, 1998

1997
Tactual Displays for Wearable Computing.
Pers. Ubiquitous Comput., 1997

A Wearable Computer-Based American Sign Language Recogniser.
Pers. Ubiquitous Comput., 1997

Augmented Reality Through Wearable Computing.
Presence Teleoperators Virtual Environ., 1997

Pfinder: Real-Time Tracking of the Human Body.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Probabilistic Visual Learning for Object Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Coding, Analysis, Interpretation, and Recognition of Facial Expressions.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

The Role of Model-Based Segmentation in the Recovery of Volumetric Parts From Range Data.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

The ALIVE System: Wireless, Full-Body Interaction with Autonomous Agents.
Multim. Syst., 1997

Panel report: the potential of geons for generic 3-D object recognition.
Image Vis. Comput., 1997

Flexible Images: Matching and Recognition Using Learned Deformations.
Comput. Vis. Image Underst., 1997

Perceptive Spaces for Performance and Entertainment Untethered Interaction Using Computer Vision and Audition.
Appl. Artif. Intell., 1997

Vision Based Modeling for Film and Multimedia Production.
Appl. Artif. Intell., 1997

Wearable Performance.
Proceedings of the First International Symposium on Wearable Computers (ISWC 1997), 1997

The Digital Doctor: An Experiment in Wearable Telemedicine.
Proceedings of the First International Symposium on Wearable Computers (ISWC 1997), 1997

Stochasticks: Augmenting the Billiards Experience with Probabilistic Vision and Wearable Computers.
Proceedings of the First International Symposium on Wearable Computers (ISWC 1997), 1997

Smart rooms, desks and clothes.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

LAFTER: Lips and Face Real-Time Tracker.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

Parametrized structure from motion for 3D adaptive feedback tracking of faces.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

Coupled hidden Markov models for complex action recognition.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

Recovering 3d lip structure from 2d observations using a model trained from video.
Proceedings of the ESCA Workshop on Audio-Visual Speech Processing, 1997

1996
Video semantics.
Signal Process. Image Commun., 1996

Detection of Unexpected Motion While Driving: From Psychophysics to Real World Via Virtual Environments.
Presence Teleoperators Virtual Environ., 1996

Introduction to the Special Section on Digital Libraries: Representation and Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Task-Specific Gesture Analysis in Real-Time Using Interpolated Views.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Photobook: Content-based manipulation of image databases.
Int. J. Comput. Vis., 1996

Distributed ALIVE.
Proceedings of the ACM SIGGRAPH 96 Visual Proceedings: The art and interdisciplinary programs of SIGGRAPH 1996, 1996

Vision-based modeling for production-quality integration of photographic imagery and 3D graphics.
Proceedings of the ACM SIGGRAPH 96 Visual Proceedings: The art and interdisciplinary programs of SIGGRAPH 1996, 1996

A Bayesian similarity measure for direct image matching.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Active gesture recognition using partially observable Markov decision processes.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Motion regularization for model-based head tracking.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Real-time self-calibrating stereo person tracking using 3-D shape estimation from blob features.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Automatic Spoken Affect Classification and Analysis.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

Trends in Understanding and Perception of Humans.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

Invariant features for 3-D gesture recognition.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

Generalized Image Matching: Statistical Learning of Physically-Based Deformations.
Proceedings of the Computer Vision, 1996

Bayesian face recognition using deformable intensity surfaces.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

Active Face Tracking and Pose Estimation in an Interactive Room.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

Modeling, Tracking and Interactive Animation of Faces and Heads Using Input from Video.
Proceedings of the Computer Animation 1996, 1996

1995
Modal Matching for Correspondence and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Cooperative Robust Estimation Using Layers of Support.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Recursive Estimation of Motion, Structure, and Focal Length.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Active Gesture Recognition using Learned Visual Attention.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995

Modeling Interactive Agents in ALIVE.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

A subspace method for maximum likelihood target detection.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Probabilistic Visual Learning for Object Detection.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

Facial Expression Recognition Using a Dynamic Model and Motion Energy.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

An Automatic System for Model-Based Coding of Faces.
Proceedings of the IEEE Data Compression Conference, 1995

The ALIVE system: full-body interaction with autonomous agents.
Proceedings of the Computer Animation 1995, 1995

1994
Interpolation Using Wavelet Bases.
IEEE Trans. Pattern Anal. Mach. Intell., 1994

Video and Image Semantics: Advanced Tools for Telecommunications.
IEEE Multim., 1994

Photobook: Tools for Content-Based Manipulation of Image Databases.
Proceedings of the Storage and Retrieval for Image and Video Databases II, 1994

Modal Representations.
Proceedings of the Object Representation in Computer Vision, 1994

Correlation and Interpolation Networks for Real-time Expression Analysis/Synthesis.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994

Multimedia Databases and Information Systems (Panel).
Proceedings of the Second ACM International Conference on Multimedia '94, 1994

Visual perception of human bodies and faces for multi-modal interfaces.
Proceedings of the 3rd International Conference on Spoken Language Processing, 1994

Object representation for object recognition.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

View-based and modular eigenspaces for face recognition.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Shape analysis of brain structures using physical and experimental modes.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

A vision system for observing and extracting facial action parameters.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Visually guided animation.
Proceedings of the Computer Animation 1994, 1994

ALIVE: Artificial Life Interactive Video Environment.
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1993
Visually Controlled Graphics.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Surface Interpolation Networks.
Neural Comput., 1993

Classifying Hand Gestures with a View-Based Distributed Representation.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

The Use of Geons for Generic 3D Object Recognition.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

A modal framework for correspondence and description.
Proceedings of the Fourth International Conference on Computer Vision, 1993

Space-time gestures.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

Recursive estimation of structure and motion using relative orientation constraints.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

Device Synchronization Using an Optimal Linear Filter.
Proceedings of the Virtual Reality Systems, 1993

1992
Fast solutions to physical equilibrium and interpolation problems.
Vis. Comput., 1992

Synchronization in Virtual Realities.
Presence Teleoperators Virtual Environ., 1992

3-D Shape Recovery Using Distributed Aspect Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Why aspect graphs are not (yet) practical for computer vision.
CVGIP Image Underst., 1992

From volumes to views: An approach to 3-D object recognition.
CVGIP Image Underst., 1992

A Unified Approach for Physical and Geometric Modeling for Graphics and Animation.
Comput. Graph. Forum, 1992

Device Synchronization Using an Optimal Linear Filter.
Proceedings of the 1992 Symposium on Interactive 3D Graphics, SI3D '92, Cambridge, MA, USA, March 29, 1992

Modal Descriptions for Recognition and Tracking.
Proceedings of IAPR Workshop on Machine Vision Applications, 1992

Surface Interpolation Using Wavelets.
Proceedings of the Computer Vision, 1992

A simple algorithm for shape from shading.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
Closed-Form Solutions for Physically Based Shape Modeling and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Recovery of Nonrigid Motion and Structure.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Photometric Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Generalized implicit functions for computer graphics.
Proceedings of the 18th Annual Conference on Computer Graphics and Interactive Techniques, 1991

Against Edges: Function Approximation with Multiple Support Maps.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991

A Practical Approach to Fractal-Based Image Compression.
Proceedings of the IEEE Data Compression Conference, 1991

Face recognition using eigenfaces.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

Markov/Gibbs texture modeling: aura matrices and temperature effects.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

Recovery of non-rigid motion and structure.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

On the representation of occluded shapes.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1990
Analysis of Neural Networks with Redundancy.
Neural Comput., 1990

Linear shape from shading.
Int. J. Comput. Vis., 1990

Automatic extraction of deformable part models.
Int. J. Comput. Vis., 1990

The ThingWorld modeling system: virtual sculpting by modal forces.
Proceedings of the 1990 symposium on Interactive 3D graphics, 1990

Computational complexity versus virtual worlds.
Proceedings of the 1990 symposium on Interactive 3D graphics, 1990

Face Recognition without Features.
Proceedings of IAPR Workshop on Machine Vision Applications, 1990

Qualitative 3-D shape reconstruction using distributed aspect graph matching.
Proceedings of the Third International Conference on Computer Vision, 1990

Segmentation by minimal description.
Proceedings of the Third International Conference on Computer Vision, 1990

Extraction Of Deformable Part Models.
Proceedings of the Computer Vision, 1990

Physically Based Dynamical Models for Image Processing and Recognition.
Proceedings of the Mustererkennung 1990, 1990

1989
A Possible Neural Mechanism for Computing Shape From Shading.
Neural Comput., 1989

Part Segmentation for Object Recognition.
Neural Comput., 1989

Good vibrations: model dynamics for graphics and animation.
Proceedings of the 16th Annual Conference on Computer Graphics and Interactive Techniques, 1989

ThingWorld: A Multibody Simulation System with Low Computational Complexity.
Proceedings of the Computer-Aided Cooperative Product Development, MIT-JSME Workshop, 1989

Perception of Non-Rigid Motion: Inference of Shape, Material and Force.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

A simple, real-time range camera.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1989

1988
On the Imaging of Fractal Surfaces.
IEEE Trans. Pattern Anal. Mach. Intell., 1988

Shape Information From Shading: A Theory About Human Perception.
Proceedings of the Second International Conference on Computer Vision, 1988

On the Extraction of Shape Information from Shading.
Proceedings of the 7th National Conference on Artificial Intelligence, 1988

1987
A New Sense for Depth of Field.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

1986
Perceptual Organization and the Representation of Natural Form.
Artif. Intell., 1986

Shading into Texture.
Artif. Intell., 1986

Parts: Structured Descriptions of Shape.
Proceedings of the 5th National Conference on Artificial Intelligence. Philadelphia, 1986

1985
On describing complex surface shapes.
Image Vis. Comput., 1985

1984
Fractal-Based Description of Natural Scenes.
IEEE Trans. Pattern Anal. Mach. Intell., 1984

Local Shading Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 1984

Models (fractal and otherwise) for perception and generation of images.
Proceedings of the 1984 ACM Annual Conference on Computer Science: The fifth generation challenge, 1984

Vision, perception and imagery.
Proceedings of the 1984 ACM Annual Conference on Computer Science: The fifth generation challenge, 1984

1983
A More Rational View of Logic, Or, Up Against the Wall, Logic Imperialists!
AI Mag., 1983

Fractal-Based Description.
Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

Three-Dimensional Shape From Line Drawings.
Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

1982
Local Computation of Shape.
Proceedings of the National Conference on Artificial Intelligence, 1982


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