Alex Pentland

Wen Dong, Bruno Lepri, Fabio Pianesi, Alex Pentland: Modeling Functional Roles Dynamics in Small Group Interactions. IEEE Transactions on Multimedia 15(1): 83-95 (2013)

Yves-Alexandre de Montjoye, Jordi Quoidbach, Florent Robic, Alex Pentland: Predicting Personality Using Novel Mobile Phone-Based Metrics. SBP 2013: 48-55

Yaniv Altshuler, Michael Fire, Nadav Aharony, Zeev Volkovich, Yuval Elovici, Alex Pentland: Trade-Offs in Social and Behavioral Modeling in Mobile Networks. SBP 2013: 412-423

Yaniv Altshuler, Michael Fire, Erez Shmueli, Yuval Elovici, Alfred M. Bruckstein, Alex Pentland, David Lazer: Detecting Anomalous Behaviors Using Structural Properties of Social Networks. SBP 2013: 433-440

Fosca Giannotti, Dino Pedreschi, Alex Pentland, Paul Lukowicz, Donald Kossmann, James L. Crowley, Dirk Helbing: A planetary nervous system for social mining and collective awareness. CoRR abs/1304.3700 (2013)

Alex Pentland: Society's Nervous System: Building Effective Government, Energy, and Public Health Systems. IEEE Computer 45(1): 31-38 (2012)

Yves-Alexandre de Montjoye, Samuel S. Wang, Alex Pentland: On the Trusted Use of Large-Scale Personal Data. IEEE Data Eng. Bull. 35(4): 5-8 (2012)

Dinesh Babu Jayagopi, Taemie Kim, Alex Pentland, Daniel Gatica-Perez: Privacy-sensitive recognition of group conversational context with sociometers. Multimedia Syst. 18(1): 3-14 (2012)

Paul Lukowicz, Sandy Pentland, Alois Ferscha: From Context Awareness to Socially Aware Computing. IEEE Pervasive Computing 11(1): 32-41 (2012)

Anmol Madan, Manuel Cebrián, Sai T. Moturu, Katayoun Farrahi, Alex Pentland: Sensing the "Health State" of a Community. IEEE Pervasive Computing 11(4): 36-45 (2012)

Wei Pan, Wen Dong, Manuel Cebrián, Taemie Kim, James H. Fowler, Alex Pentland: Modeling Dynamical Influence in Human Interaction: Using data to make better inferences about influence within social systems. IEEE Signal Process. Mag. 29(2): 77-86 (2012)

Alex Pentland: Social Efficiency: Rules for Designing Social Networks and Social Media [Social Sciences]. IEEE Signal Process. Mag. 29(2): 146-147 (2012)

Wen Dong, Daniel Olguín Olguín, Benjamin N. Waber, Taemie Kim, Alex Pentland: Mapping Organizational Dynamics with Body Sensor Networks. BSN 2012: 130-135

Alex Pentland, Pamela Hinds, Taemie Kim: Awareness as an antidote to distance: making distributed groups cooperative and consistent. CSCW 2012: 1237-1246

Jacopo Staiano, Bruno Lepri, Nadav Aharony, Fabio Pianesi, Nicu Sebe, Alex Pentland: Friends don't lie: inferring personality traits from social network structure. UbiComp 2012: 321-330

Claire-Michelle Loock, Jan R. Landwehr, Thorsten Staake, Elgar Fleisch, Alex Pentland: The Influence of Reference Frame and Population Density on the Effectiveness of Social Normative Feedback on Electricity Consumption. ICIS 2012

Yaniv Altshuler, Michael Fire, Nadav Aharony, Yuval Elovici, Alex Pentland: How Many Makes a Crowd? On the Evolution of Learning as a Factor of Community Coverage. SBP 2012: 43-52

Yaniv Altshuler, Wei Pan, Alex Pentland: Trends Prediction Using Social Diffusion Models. SBP 2012: 97-104

Wen Dong, Katherine A. Heller, Alex Pentland: Modeling Infection with Multi-agent Dynamics. SBP 2012: 172-179

Wei Pan, Yaniv Altshuler, Alex Pentland: Decoding Social Influence and the Wisdom of the Crowd in Financial Trading Network. SocialCom/PASSAT 2012: 203-209

Bruno Lepri, Jacopo Staiano, Giulio Rigato, Kyriaki Kalimeri, Ailbhe Finnerty, Fabio Pianesi, Nicu Sebe, Alex Pentland: The SocioMetric Badges Corpus: A Multilevel Behavioral Dataset for Social Behavior in Complex Organizations. SocialCom/PASSAT 2012: 623-628

Yaniv Altshuler, Nadav Aharony, Michael Fire, Yuval Elovici, Alex Pentland: Incremental Learning with Accuracy Prediction of Social and Individual Properties from Mobile-Phone Data. SocialCom/PASSAT 2012: 969-974

Wen Dong, Alex Pentland, Katherine A. Heller: Graph-Coupled HMMs for Modeling the Spread of Infection. UAI 2012: 227-236

Wen Dong, Katherine A. Heller, Alex Pentland: Modeling Infection with Multi-agent Dynamics. CoRR abs/1204.0168 (2012)

Wen Dong, Bruno Lepri, Alex Pentland: Automatic Prediction Of Small Group Performance In Information Sharing Tasks. CoRR abs/1204.3698 (2012)

Wen Dong, Alex Pentland, Katherine A. Heller: Graph-Coupled HMMs for Modeling the Spread of Infection. CoRR abs/1210.4864 (2012)

Wei Pan, Gourab Ghoshal, Coco Krumme, Manuel Cebrián, Alex Pentland: Urban characteristics attributable to density-driven tie formation. CoRR abs/1210.6070 (2012)

Yaniv Altshuler, Nadav Aharony, Alex Pentland, Yuval Elovici, Manuel Cebrián: Stealing Reality: When Criminals Become Data Scientists (or Vice Versa). IEEE Intelligent Systems 26(6): 22-30 (2011)

Nadav Aharony, Wei Pan, Cory Ip, Inas Khayal, Alex Pentland: Social fMRI: Investigating and shaping social mechanisms in the real world. Pervasive and Mobile Computing 7(6): 643-659 (2011)

Wei Pan, Nadav Aharony, Alex Pentland: Composite Social Network for Predicting Mobile Apps Installation. AAAI 2011

Bruno Lepri, Albert Ali Salah, Fabio Pianesi, Alex Pentland: Human Behavior Understanding for Inducing Behavioral Change: Social and Theoretical Aspects. AmI Workshops 2011: 252-263

Albert Ali Salah, Bruno Lepri, Fabio Pianesi, Alex Pentland: Human Behavior Understanding for Inducing Behavioral Change: Application Perspectives. HBU 2011: 1-15

Kyriaki Kalimeri, Bruno Lepri, Taemie Kim, Fabio Pianesi, Alex Pentland: Automatic Modeling of Dominance Effects Using Granger Causality. HBU 2011: 124-133

Nadav Aharony, Wei Pan, Cory Ip, Inas Khayal, Alex Pentland: The social fMRI: measuring, understanding, and designing social mechanisms in the real world. Ubicomp 2011: 445-454

Alex Pentland: Signals and Speech. INTERSPEECH 2011: 1-4

Alex Pentland: Honest signals: how social networks shape human behavior. ACM Multimedia 2011: 583-584

Maja Pantic, Alex Pentland, Alessandro Vinciarelli, Rita Cucchiara, Mohamed Daoudi, Alberto Del Bimbo: Joint ACM workshop on human gesture and behavior understanding: (J-HGBU'11). ACM Multimedia 2011: 615-616

Wen Dong, Bruno Lepri, Alex Pentland: Modeling the co-evolution of behaviors and social relationships using mobile phone data. MUM 2011: 134-143

Alex Pentland: A nervous system for humanity: Making health, financial, logistics, and transportation networks work. PerCom 2011

Anmol Madan, Katayoun Farrahi, Daniel Gatica-Perez, Alex Pentland: Pervasive Sensing to Model Political Opinions in Face-to-Face Networks. Pervasive 2011: 214-231

Alex Pentland: Keynote: Building a Nervous System for Society: The 'New Deal on Data' and How to Make Health, Financial, Logistics, and Transportation Systems Work. International Semantic Web Conference (2) 2011: 390

Kwan Hong Lee, Andrew Lippman, Alex Pentland, Elenna R. Dugundji: The Impacts of Just-in-Time Social Networks on People's Choices in the Real World. SocialCom/PASSAT 2011: 9-18

Wei Pan, Nadav Aharony, Alex Pentland: Fortune Monitor or Fortune Teller: Understanding the Connection between Interaction Patterns and Financial Status. SocialCom/PASSAT 2011: 200-207

Sai T. Moturu, Inas Khayal, Nadav Aharony, Wei Pan, Alex Pentland: Using Social Sensing to Understand the Links between Sleep, Mood, and Sociability. SocialCom/PASSAT 2011: 208-214

Yves-Alexandre de Montjoye, Jesika Haria, Manuel Cebrián, Alex Pentland: The Need for Champions for Approximate Social Search. SocialCom/PASSAT 2011: 231-234

Lily Tran, Manuel Cebrián, Coco Krumme, Alex Pentland: Social Distance Drives the Convergence of Preferences in an Online Music Sharing Network. SocialCom/PASSAT 2011: 637-640

Daniel Olguín Olguín, Anmol Madan, Manuel Cebrián, Alex Pentland: Mobile Sensing Technologies and Computational Methods for Collective Intelligence. Next Generation Data Technologies for Collective Computational Intelligence 2011: 575-597

Wei Pan, Nadav Aharony, Alex Pentland: Composite Social Network for Predicting Mobile Apps Installation. CoRR abs/1106.0359 (2011)

Yaniv Altshuler, Nadav Aharony, Michael Fire, Yuval Elovici, Alex Pentland: Incremental Learning with Accuracy Prediction of Social and Individual Properties from Mobile-Phone Data. CoRR abs/1111.4645 (2011)

Yaniv Altshuler, Wei Pan, Alex Pentland: Trends Prediction Using Social Diffusion Models. CoRR abs/1111.4650 (2011)

K. J. Ray Liu, Hervé Bourlard, Vikram Krishnamurthy, Alex Pentland, Stephen B. Wicker: Introduction to the Special Issue on Signal and Information Processing for Social Networks. J. Sel. Topics Signal Processing 4(4): 673-676 (2010)

Manuel Cebrián, Mayank Lahiri, Nuria Oliver, Alex Pentland: Measuring the Collective Potential of Populations From Dynamic Social Interaction Data. J. Sel. Topics Signal Processing 4(4): 677-686 (2010)

Joseph A. Paradiso, Jonathan Gips, Mathew Laibowitz, Sajid Sadi, David Merrill, Ryan Aylward, Pattie Maes, Alex Pentland: Identifying and facilitating social interaction with a wearable wireless sensor network. Personal and Ubiquitous Computing 14(2): 137-152 (2010)

Anmol Madan, Manuel Cebrián, David Lazer, Alex Pentland: Social sensing for epidemiological behavior change. UbiComp 2010: 291-300

Wen Dong, Alex Pentland: Quantifying group problem solving with stochastic analysis. ICMI-MLMI 2010: 40

Maja Pantic, Alessandro Vinciarelli, Alex Pentland: MM'10 workshop summary for SSPW: ACM workshop on social signal processing 2010. ACM Multimedia 2010: 1765-1766

Dinesh Babu Jayagopi, Taemie Kim, Alex Pentland, Daniel Gatica-Perez: Recognizing conversational context in group interaction using privacy-sensitive mobile sensors. MUM 2010: 8

Anmol Madan, Sai T. Moturu, David Lazer, Alex Pentland: Social sensing: obesity, unhealthy eating and exercise in face-to-face networks. Wireless Health 2010: 104-110

Manuel Cebrián, Alex Pentland, Scott Kirkpatrick: Disentangling Social Networks inferred from Call Logs. CoRR abs/1008.1357 (2010)

Coco Krumme, Manuel Cebrián, Alex Pentland: Patterns of Individual Shopping Behavior. CoRR abs/1008.2556 (2010)

Galen Pickard, Iyad Rahwan, Wei Pan, Manuel Cebrián, Riley Crane, Anmol Madan, Alex Pentland: Time Critical Social Mobilization: The DARPA Network Challenge Winning Strategy. CoRR abs/1008.3172 (2010)

Benjamin N. Waber, Ellen Pollock, Manuel Cebrián, Riley Crane, Leon Danon, Alex Pentland: Modeling Corporate Epidemiology. CoRR abs/1008.3402 (2010)

Wei Pan, Manuel Cebrián, Wen Dong, Taemie Kim, Alex Pentland: Modeling Dynamical Influence in Human Interaction Patterns. CoRR abs/1009.0240 (2010)

Yaniv Altshuler, Nadav Aharony, Yuval Elovici, Alex Pentland, Manuel Cebrián: Stealing Reality. CoRR abs/1010.1028 (2010)

Ankur Mani, Asuman E. Ozdaglar, Alex Pentland: Existence of Stable Exclusive Bilateral Exchanges in Networks. CoRR abs/1011.2515 (2010)

Ankur Mani, Asuman E. Ozdaglar, Alex Pentland: Generalized Stable Matching in Bipartite Networks. CoRR abs/1011.3062 (2010)

Maja Pantic, Alex Pentland, Anton Nijholt: Special Issue on Human Computing. IEEE Transactions on Systems, Man, and Cybernetics, Part B 39(1): 3-6 (2009)

Daniel Olguín Olguín, Benjamin N. Waber, Taemie Kim, Akshay Mohan, Koji Ara, Alex Pentland: Sensible Organizations: Technology and Methodology for Automatically Measuring Organizational Behavior. IEEE Transactions on Systems, Man, and Cybernetics, Part B 39(1): 43-55 (2009)

Wen Dong, Alex Pentland: A Network Analysis of Road Traffic with Vehicle Tracking Data. AAAI Spring Symposium: Human Behavior Modeling 2009: 7-12

Taemie Kim, Alex Pentland: Understanding Effects of Feedback on Group Collaboration. AAAI Spring Symposium: Human Behavior Modeling 2009: 25-30

Bruno Lepri, Ankur Mani, Alex Pentland, Fabio Pianesi: Honest Signals in the Recognition of Functional Relational Roles in Meetings. AAAI Spring Symposium: Human Behavior Modeling 2009: 31-36

Anmol Madan, Alex Pentland: Modeling Social Diffusion Phenomena using Reality Mining. AAAI Spring Symposium: Human Behavior Modeling 2009: 43-48

Daniel Olguín Olguín, Peter A. Gloor, Alex Pentland: Capturing Individual and Group Behavior with Wearable Sensors. AAAI Spring Symposium: Human Behavior Modeling 2009: 68-74

Wen Dong, Taemie Kim, Alex Pentland: A quantitative analysis of the collective creativity in playing 20-questions games. Creativity & Cognition 2009: 365-366

Taemie Kim, Daniel Olguín Olguín, Benjamin N. Waber, Alex Pentland: Sensor-Based Feedback Systems in Organizational Computing. CSE (4) 2009: 966-969

Daniel Olguín Olguín, Peter A. Gloor, Alex Pentland: Wearable sensors for pervasive healthcare management. PervasiveHealth 2009: 1-4

Alex Pentland, Tracy Heibeck: Honest Signals - How They Shape Our World. MIT Press 2008, isbn 978-0-262-16256-2, pp. I-XVII, 1-184

Maja Pantic, Anton Nijholt, Alex Pentland, Thomas S. Huang: Human-Centred Intelligent Human-Computer Interaction (HCI²): how far are we from attaining it? IJAACS 1(2): 168-187 (2008)

Koji Ara, Naoto Kanehira, Daniel Olguín Olguín, Benjamin N. Waber, Taemie Kim, Akshay Mohan, Peter A. Gloor, Rob Laubacher, Daniel Oster, Alex Pentland, Kazuo Yano: Sensible Organizations: Changing Our Businesses and Work Styles through Sensor Data. JIP 16: 1-12 (2008)

Daniel Olguín Olguín, Alex Pentland: Social Sensors for Automatic Data Collection. AMCIS 2008: 171

Taemie Kim, Agnes Chang, Lindsey Holland, Alex Pentland: Meeting mediator: enhancing group collaboration with sociometric feedback. CHI Extended Abstracts 2008: 3183-3188

Taemie Kim, Agnes Chang, Lindsey Holland, Alex Pentland: Meeting mediator: enhancing group collaborationusing sociometric feedback. CSCW 2008: 457-466

Lynn Wu, Benjamin N. Waber, Sinan Aral, Erik Brynjolfsson, Alex Pentland: Mining Face-to-Face Interaction Networks Using Sociometric Badges: Predicting Productivity in an IT Configuration Task. ICIS 2008: 127

Alessandro Vinciarelli, Maja Pantic, Hervé Bourlard, Alex Pentland: Social signals, their function, and automatic analysis: a survey. ICMI 2008: 61-68

Alessandro Vinciarelli, Maja Pantic, Hervé Bourlard, Alex Pentland: Social signal processing: state-of-the-art and future perspectives of an emerging domain. ACM Multimedia 2008: 1061-1070

Alex Pentland: On the Collective Nature of Human Intelligence. Adaptive Behaviour 15(2): 189-198 (2007)

Maja Pantic, Alex Pentland, Anton Nijholt, Thomas S. Huang: Human Computing and Machine Understanding of Human Behavior: A Survey. Artifical Intelligence for Human Computing 2007: 47-71

Wen Dong, Alex Pentland: Modeling Influence Between Experts. Artifical Intelligence for Human Computing 2007: 170-189

Wen Dong, Bruno Lepri, Alessandro Cappelletti, Alex Pentland, Fabio Pianesi, Massimo Zancanaro: Using the influence model to recognize functional roles in meetings. ICMI 2007: 271-278

Thomas S. Huang, Anton Nijholt, Maja Pantic, Alex Pentland (Eds.): Artifical Intelligence for Human Computing, ICMI 2006 and IJCAI 2007 International Workshops, Banff, Canada, November 3, 2006, Hyderabad, India, January 6, 2007, Revised Seleced and Invited Papers. Lecture Notes in Computer Science 4451, Springer 2007, isbn 978-3-540-72346-2

Mark Blum, Alex Pentland, Gerhard Tröster: InSense: Interest-Based Life Logging. IEEE MultiMedia 13(4): 40-48 (2006)

Nathan Eagle, Alex Pentland: Reality mining: sensing complex social systems. Personal and Ubiquitous Computing 10(4): 255-268 (2006)

Wen Dong, Alex Pentland: Multi-sensor Data Fusion Using the Influence Model. BSN 2006: 72-75

Wen Dong, Jonathan Gips, Alex Pentland: A 'need to know' system for group classification. ICMI 2006: 155-161

Maja Pantic, Alex Pentland, Anton Nijholt, Thomas S. Huang: Human computing and machine understanding of human behavior: a survey. ICMI 2006: 239-248

Alex Pentland: A Computational Model of Social Signalin. ICPR (1) 2006: 1080-1083

Mathew Laibowitz, Jonathan Gips, Ryan Aylward, Alex Pentland, Joseph A. Paradiso: A sensor network for social dynamics. IPSN 2006: 483-491

Anmol Madan, Alex Pentland: VibeFones: Socially Aware Mobile Phones. ISWC 2006: 109-112

Alex Pentland, Jonathan Gips, Wen Dong, Will Stoltzman: Human computing for interactive digital media. ACM Multimedia 2006: 865-870

Jonathan Gips, Alex Pentland: Mapping Human Networks. PerCom 2006: 159-168

Alex Pentland: Socially Aware Computation and Communication. IEEE Computer 38(3): 33-40 (2005)

M. Sung, Jonathan Gips, Nathan Eagle, Anmol Madan, Ron Caneel, Richard W. DeVaul, J. Bonsen, Alex Pentland: Mobile-IT Education (MIT. EDU): m-learning applications for classroom settings. J. Comp. Assisted Learning 21(3): 229-237 (2005)

Nathan Eagle, Alex Pentland: Social serendipity: mobilizing social software. IEEE Pervasive Computing 4(2): 28-34 (2005)

Alex Pentland, Tanzeem Choudhury, Nathan Eagle, Push Singh: Human dynamics: computation for organizations: Human dynamics: computation for organizations. Pattern Recognition Letters 26(4): 503-511 (2005)

Alex Pentland: Socially aware computation and communication. ICMI 2005: 199

Alex Pentland: Socially aware media. ACM Multimedia 2005: 690-695

Alex Pentland, Richard Fletcher, Amir Hasson: DakNet: Rethinking Connectivity in Developing Nations. IEEE Computer 37(1): 78-83 (2004)

Alex Pentland: Healthwear: Medical Technology Becomes Wearable. IEEE Computer 37(5): 42-49 (2004)

Anmol Madan, Ron Caneel, Alex Pentland: GroupMedia: distributed multi-modal interfaces. ICMI 2004: 309-316

Alex Pentland: The Transcendent Greek. ISMAR 2004: 1

Michael Sung, Richard W. DeVaul, Silvia Jimenez, Jonathan Gips, Alex Pentland: Shiver Motion and Core Body Temperature Classification for Wearable Soldier Health Monitoring Systems. ISWC 2004: 192-193

Michael Sung, Jonathan Gips, Nathan Eagle, Richard W. DeVaul, Sandy Pentland: MIT.EDU: System Architecture for Real-World Distributed Multi-user Applications in Classroom Settings. WMTE 2004: 43-50

Alex Pentland: Facing the Future. AMFG 2003: 4

Nathan Eagle, Alex Pentland: Social Network Computing. Ubicomp 2003: 289-296

Alex Pentland: Human Design: Wearable Computers for Human Networking. ICDCS 2003: 264-

Alex Pentland: Human Design: Building Computation around Human Networks. INTERACT 2003

Richard W. DeVaul, Michael Sung, Jonathan Gips, Alex Pentland: MIThril 2003: Applications and Architecture. ISWC 2003: 4-11

Richard W. DeVaul, Alex Pentland, Vicka R. Corey: The Memory Glasses: Subliminal vs.Overt Memory Support with Imperfect Information. ISWC 2003: 146-153

Tanzeem Choudhury, Alex Pentland: Technology Development for Building Flexible Silicon Functional Fibres. ISWC 2003: 210-215

Tanzeem Choudhury, Alex Pentland: Sensing and Modeling Human Networks using the Sociometer. ISWC 2003: 216-222

Nathan Eagle, Alex Pentland: Wearables in the Workplace: Sensing Interactions at the Office. ISWC 2003: 256-257

Deb Roy, Alex Pentland: Learning words from sights and sounds: a computational model. Cognitive Science 26(1): 113-146 (2002)

Flavia Sparacino, Christopher Richard Wren, Ali Azarbayejani, Alex Pentland: Browsing 3-D spaces with 3-D vision: body-driven navigation through the Internet city. 3DPVT 2002: 224-233

Tanzeem Choudhury, James M. Rehg, Vladimir Pavlovic, Alex Pentland: Boosting and Structure Learning in Dynamic Bayesian Networks for Audio-Visual Speaker Detection. ICPR (3) 2002: 789-

Richard W. DeVaul, Alex Pentland: Toward the Zero Attention Interface: Wearable Subliminal Cuing for Short Term Memory Support Memory. ISWC 2002: 141-142

Baback Moghaddam, Chahab Nastar, Alex Pentland: A Bayesian similarity measure for deformable image matching. Image Vision Comput. 19(5): 235-244 (2001)

Alex Pentland: Guest Editor's Introduction: Wearable Information Devices. IEEE Micro 21(3): 12-15 (2001)

Baback Moghaddam, Chahab Nastar, Alex Pentland: Bayesian Face Recognition with Deformable Image Models. ICIAP 2001: 26-35

Yuri A. Ivanov, Bruce Blumberg, Alex Pentland: Expectation Maximization for Weakly Labeled Data. ICML 2001: 218-225

Alex Pentland: Smart Clothes, Smart Rooms. WETICE 2001: 3

Alex Pentland: Perceptual Intelligence. Commun. ACM 43(3): 35-44 (2000)

Alex Pentland, Tanzeem Choudhury: Face Recognition for Smart Environments. IEEE Computer 33(2): 50-55 (2000)

Flavia Sparacino, Glorianna Davenport, Alex Pentland: Media in performance: Interactive spaces for dance, theater, circus, and museum exhibits. IBM Systems Journal 39(3&4): 479-510 (2000)

Alex Pentland: It's alive! IBM Systems Journal 39(3&4): 821-822 (2000)

Alex Pentland: Looking at People: Sensing for Ubiquitous and Wearable Computing. IEEE Trans. Pattern Anal. Mach. Intell. 22(1): 107-119 (2000)

Nuria Oliver, Barbara Rosario, Alex Pentland: A Bayesian Computer Vision System for Modeling Human Interactions. IEEE Trans. Pattern Anal. Mach. Intell. 22(8): 831-843 (2000)

Nuria Oliver, Alex Pentland, François Bérard: LAFTER: a real-time face and lips tracker with facial expression recognition. Pattern Recognition 33(8): 1369-1382 (2000)

Baback Moghaddam, Tony Jebara, Alex Pentland: Bayesian face recognition. Pattern Recognition 33(11): 1771-1782 (2000)

Christopher Richard Wren, Brian P. Clarkson, Alex Pentland: Understanding Purposeful Human Motion. FG 2000: 378-383

Brian P. Clarkson, Alex Pentland: Framing Through Peripheral Perception. ICIP 2000: 38-41

Tanzeem Choudhury, Alex Pentland: Motion Field Histograms for Robust Modeling of Facial Expressions. ICPR 2000: 2929-2932

Brian P. Clarkson, Kenji Mase, Alex Pentland: Recognizing User Context via Wearable Sensors. ISWC 2000: 69-76

Sumit Basu, Steven J. Schwartz, Alex Pentland: Wearable Phased Arrays for Sound Localization and Enhancement. ISWC 2000: 103-

Tony Jebara, Alex Pentland: On Reversing Jensen's Inequality. NIPS 2000: 231-237

Alex Pentland, Andrew Liu: Modeling and Prediction of Human Behavior. Neural Computation 11(1): 229-242 (1999)

Barbara Rosario, Nuria Oliver, Alex Pentland: A Synthetic Agent System for Bayesian Modeling Human Interactions. Agents 1999: 342-343

Alex Pentland, Deb Roy, Christopher Richard Wren: Perceptual Intelligence: learning gestures and words for individualized, adaptive interfaces. HCI (1) 1999: 286-290

Alex Pentland: Perceptual Intelligence. HUC 1999: 74-88

Bernt Schiele, Alex Pentland: Probabilistic Object Recognition and Localization. ICCV 1999: 177-182

Flavia Sparacino, Kent Larson, Ron MacNeil, Glorianna Davenport, Alex Pentland: Technologies and Methods for Interactive Exhibit Design: From Wireless Object & Body Tracking to Wearable Computers. ICHIM 1999: 147-154

Flavia Sparacino, Glorianna Davenport, Alex Pentland: Media Actors: Characters in Search of an Author. ICMCS, Vol. 2 1999: 439-446

Baback Moghaddam, Alex Pentland: Bayesian Image Retrieval in Biometric Databases. ICMCS, Vol. 2 1999: 610-615

Bernt Schiele, Nuria Oliver, Tony Jebara, Alex Pentland: An Interactive Computer Vision System DyPERS: Dynamic Personal Enhanced Reality System. ICVS 1999: 51-65

Nuria Oliver, Barbara Rosario, Alex Pentland: A Bayesian Computer Vision System for Modeling Human Interaction. ICVS 1999: 255-272

Tony Jebara, Alex Pentland: Action Reaction Learning: Automatic Visual Analysis and Synthesis of Interactive Behaviour. ICVS 1999: 273-292

Hisashi Aoki, Bernt Schiele, Alex Pentland: Realtime Personal Positioning System for Wearable Computers. ISWC 1999: 37-43

John Martin, Alex Pentland, Stan Sclaroff, Ron Kikinis: Characterization of Neuropathological Shape Deformations. IEEE Trans. Pattern Anal. Mach. Intell. 20(2): 97-112 (1998)

Thad Starner, Joshua Weaver, Alex Pentland: Real-Time American Sign Language Recognition Using Desk and Wearable Computer Based Video. IEEE Trans. Pattern Anal. Mach. Intell. 20(12): 1371-1375 (1998)

Sumit Basu, Nuria Oliver, Alex Pentland: 3D lip shapes from video: A combined physical-statistical model. Speech Communication 26(1-2): 131-148 (1998)

Alex Pentland: Smart Rooms, Desks, and Clothes. International ACM Conference on Assistive Technologies 1998: 1-2

Deb Roy, Alex Pentland: A Phoneme Probability Display for Individuals with Hearing Disabilities. International ACM Conference on Assistive Technologies 1998: 165-168

Thad Starner, Joshua Weaver, Alex Pentland: A Wearable Computer Based American Sign Language Recognizer. Assistive Technology and Artificial Intelligence 1998: 84-96

Sven J. Dickinson, Alex Pentland, Suzanne Stevenson: Viewpoint-Invariant Indexing for Content-Based Image Retrieval. CAIVD 1998: 20-30

Christopher Richard Wren, Alex Pentland: Dynamic Models of Human Motion. FG 1998: 22-29

Baback Moghaddam, Wasiuddin Wahid, Alex Pentland: Beyond Eigenfaces: Probabilistic Matching for Face Recognition. FG 1998: 30-35

Tony Jebara, Kenneth B. Russell, Alex Pentland: Mixtures of Eigen Features for Real-Time Structure from Texture. ICCV 1998: 128-138

Sumit Basu, Nuria Oliver, Alex Pentland: 3D Modeling of Human Lip Motion. ICCV 1998: 337-343

Deb Roy, Alex Pentland: Learning words from natural audio-visual input. ICSLP 1998

Thad Starner, Bernt Schiele, Alex Pentland: Visual Contextual Awareness in Wearable Computing. ISWC 1998: 50-57

Brian P. Clarkson, Alex Pentland: Extracting Context from Environmental Audio. ISWC 1998: 154-155

Sevgi Ertan, Clare Lee, Abigail Willets, Hong Z. Tan, Alex Pentland: A Wearable Haptic Navigation Guidance System. ISWC 1998: 164-165

Tony Jebara, Alex Pentland: Maximum Conditional Likelihood via Bound Maximization and the CEM Algorithm. NIPS 1998: 494-500

Baback Moghaddam, Tony Jebara, Alex Pentland: Bayesian Modeling of Facial Similarity. NIPS 1998: 910-916

Nuria Oliver, Barbara Rosario, Alex Pentland: Graphical Models for Recognizing Human Interactions. NIPS 1998: 924-930

Christopher Richard Wren, Flavia Sparacino, Ali Azarbayejani, Trevor Darrell, Thad Starner, Akira Kotani, Chloe M. Chao, Michal Hlavac, Kenneth B. Russell, Alex Pentland: Perceptive Spaces for Performance and Entertainment Untethered Interaction Using Computer Vision and Audition. Applied Artificial Intelligence 11(4): 267-284 (1997)

Ali Azarbayejani, Chris Perry, Alex Pentland: Vision Based Modeling for Film and Multimedia Production. Applied Artificial Intelligence 11(4): 307-330 (1997)

Chahab Nastar, Baback Moghaddam, Alex Pentland: Flexible Images: Matching and Recognition Using Learned Deformations. Computer Vision and Image Understanding 65(2): 179-191 (1997)

Sven J. Dickinson, Robert Bergevin, Irving Biederman, Jan-Olof Eklundh, Roger Munck-Fairwood, Anil K. Jain, Alex Pentland: Panel report: the potential of geons for generic 3-D object recognition. Image Vision Comput. 15(4): 277-292 (1997)

Pattie Maes, Trevor Darrell, Bruce Blumberg, Alex Pentland: The ALIVE System: Wireless, Full-Body Interaction with Autonomous Agents. Multimedia Syst. 5(2): 105-112 (1997)

Sven J. Dickinson, Dimitris N. Metaxas, Alex Pentland: The Role of Model-Based Segmentation in the Recovery of Volumetric Parts From Range Data. IEEE Trans. Pattern Anal. Mach. Intell. 19(3): 259-267 (1997)

Baback Moghaddam, Alex Pentland: Probabilistic Visual Learning for Object Representation. IEEE Trans. Pattern Anal. Mach. Intell. 19(7): 696-710 (1997)

Irfan A. Essa, Alex Pentland: Coding, Analysis, Interpretation, and Recognition of Facial Expressions. IEEE Trans. Pattern Anal. Mach. Intell. 19(7): 757-763 (1997)

Christopher Richard Wren, Ali Azarbayejani, Trevor Darrell, Alex Pentland: Pfinder: Real-Time Tracking of the Human Body. IEEE Trans. Pattern Anal. Mach. Intell. 19(7): 780-785 (1997)

Thad Starner, Steve Mann, Bradley J. Rhodes, Jeffrey Levine, Jennifer Healey, Dana Kirsch, Rosalind W. Picard, Alex Pentland: Augmented Reality Through Wearable Computing. Presence 6(4): 386-398 (1997)

Hong Z. Tan, Alex Pentland: Tactual Displays for Wearable Computing. Personal and Ubiquitous Computing 1(3): 225-230 (1997)

Thad Starner, Joshua Weaver, Alex Pentland: A Wearable Computer-Based American Sign Language Recogniser. Personal and Ubiquitous Computing 1(3): 241-250 (1997)

Nuria Oliver, Alex Pentland, François Bérard: LAFTER: Lips and Face Real-Time Tracker. CVPR 1997: 123-129

Tony Jebara, Alex Pentland: Parametrized structure from motion for 3D adaptive feedback tracking of faces. CVPR 1997: 144-150

Matthew Brand, Nuria Oliver, Alex Pentland: Coupled hidden Markov models for complex action recognition. CVPR 1997: 994-999

Hong Z. Tan, Alex Pentland: Tactual Displays for Wearable Computing. ISWC 1997: 84-89

Thad Starner, Joshua Weaver, Alex Pentland: A Wearable Computer Based American Sign Language Recognizer. ISWC 1997: 130-137

Tony Jebara, Cyrus Eyster, Joshua Weaver, Thad Starner, Alex Pentland: Stochasticks: Augmenting the Billiards Experience with Probabilistic Vision and Wearable Computers. ISWC 1997: 138-145

Alex Pentland, M. Petrazzuoli, A. Gerega, Thad Starner: The Digital Doctor: An Experiment in Wearable Telemedicine. ISWC 1997: 173-174

Flavia Sparacino, Alex Pentland, Glorianna Davenport: Wearable Performance. ISWC 1997: 181-182

Alex Pentland, Rosalind W. Picard, Stan Sclaroff: Photobook: Content-based manipulation of image databases. International Journal of Computer Vision 18(3): 233-254 (1996)

Rosalind W. Picard, Alex Pentland: Introduction to the Special Section on Digital Libraries: Representation and Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 18(8): 769-770 (1996)

Trevor Darrell, Irfan A. Essa, Alex Pentland: Task-Specific Gesture Analysis in Real-Time Using Interpolated Views. IEEE Trans. Pattern Anal. Mach. Intell. 18(12): 1236-1242 (1996)

Andrew Liu, Alex Pentland: Detection of Unexpected Motion While Driving: From Psychophysics to Real World Via Virtual Environments. Presence 5(2): 163-172 (1996)

Irfan A. Essa, Sumit Basu, Trevor Darrell, Alex Pentland: Modeling, Tracking and Interactive Animation of Faces and Heads Using Input from Video. CA 1996: 68-79

Trevor Darrell, Baback Moghaddam, Alex Pentland: Active Face Tracking and Pose Estimation in an Interactive Room. CVPR 1996: 67-72

Baback Moghaddam, Chahab Nastar, Alex Pentland: Bayesian face recognition using deformable intensity surfaces. CVPR 1996: 638-645

Chahab Nastar, Baback Moghaddam, Alex Pentland: Generalized Image Matching: Statistical Learning of Physically-Based Deformations. ECCV (1) 1996: 589-598

Christopher Richard Wren, Ali Azarbayejani, Trevor Darrell, Alex Pentland: Pfinder: real-time tracking of the human body. FG 1996: 51-59

Lee W. Campbell, David A. Becker, Ali Azarbayejani, Aaron F. Bobick, Alex Pentland: Invariant features for 3-D gesture recognition. FG 1996: 157-163

Alex Pentland: Trends in Understanding and Perception of Humans. FG 1996

Deb Roy, Alex Pentland: Automatic Spoken Affect Classification and Analysis. FG 1996: 363-367

Trevor Darrell, Alex Pentland: Cooperative Robust Estimation Using Layers of Support. IEEE Trans. Pattern Anal. Mach. Intell. 17(5): 474-487 (1995)

Stan Sclaroff, Alex Pentland: Modal Matching for Correspondence and Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 17(6): 545-561 (1995)

Ali Azarbayejani, Alex Pentland: Recursive Estimation of Motion, Structure, and Focal Length. IEEE Trans. Pattern Anal. Mach. Intell. 17(6): 562-575 (1995)

Pattie Maes, Trevor Darrell, Bruce Blumberg, Alex Pentland: The ALIVE system: full-body interaction with autonomous agents. CA 1995: 11-18

Baback Moghaddam, Alex Pentland: An Automatic System for Model-Based Coding of Faces. Data Compression Conference 1995: 362-370

Irfan A. Essa, Alex Pentland: Facial Expression Recognition Using a Dynamic Model and Motion Energy. ICCV 1995: 360-367

Baback Moghaddam, Alex Pentland: Probabilistic Visual Learning for Object Detection. ICCV 1995: 786-793

Baback Moghaddam, Alex Pentland: A subspace method for maximum likelihood target detection. ICIP (3) 1995: 512-515

Pattie Maes, Bruce Blumberg, Trevor Darrell, Alex Pentland, Alan Wexelblat: Modeling Interactive Agents in ALIVE. IJCAI 1995: 2073-2074

Trevor Darrell, Alex Pentland: Active Gesture Recognition using Learned Visual Attention. NIPS 1995: 858-864

Alex Pentland, Rosalind W. Picard, Glorianna Davenport, Kenneth B. Haase: Video and Image Semantics: Advanced Tools for Telecommunications. IEEE MultiMedia 1(2): 73-75 (1994)

Alex Pentland: Interpolation Using Wavelet Bases. IEEE Trans. Pattern Anal. Mach. Intell. 16(4): 410-414 (1994)

Pattie Maes, Trevor Darrell, Bruce Blumberg, Alex Pentland: ALIVE: Artificial Life Interactive Video Environment. AAAI 1994: 1506

Alex Pentland, Trevor Darrell: Visual perception of human bodies and faces for multi-modal interfaces. ICSLP 1994

Dragutin Petrovic, Farshid Arman, Charlie Judice, Alex Pentland, James O. Normile: Multimedia Databases and Information Systems (Panel). ACM Multimedia 1994: 67

Trevor Darrell, Irfan A. Essa, Alex Pentland: Correlation and Interpolation Networks for Real-time Expression Analysis/Synthesis. NIPS 1994: 909-916

Alex Pentland, Stan Sclaroff: Modal Representations. Object Representation in Computer Vision 1994: 249-262

Alex Pentland, Rosalind W. Picard, Stan Sclaroff: Photobook: Tools for Content-Based Manipulation of Image Databases. Storage and Retrieval for Image and Video Databases (SPIE) 1994: 34-47

Alex Pentland: Surface Interpolation Networks. Neural Computation 5(3): 430-442 (1993)

Ali Azarbayejani, Thad Starner, Bradley Horowitz, Alex Pentland: Visually Controlled Graphics. IEEE Trans. Pattern Anal. Mach. Intell. 15(6): 602-605 (1993)

Stan Sclaroff, Alex Pentland: A modal framework for correspondence and description. ICCV 1993: 308-313

Sven J. Dickinson, Robert Bergevin, Irving Biederman, Jan-Olof Eklundh, Roger Munck-Fairwood, Alex Pentland: The Use of Geons for Generic 3D Object Recognition. IJCAI 1993: 1693-1702

Trevor Darrell, Alex Pentland: Classifying Hand Gestures with a View-Based Distributed Representation. NIPS 1993: 945-952

Irfan A. Essa, Stan Sclaroff, Alex Pentland: A Unified Approach for Physical and Geometric Modeling for Graphics and Animation. Comput. Graph. Forum 11(3): 129-138 (1992)

Sven J. Dickinson, Alex Pentland, Azriel Rosenfeld: 3-D Shape Recovery Using Distributed Aspect Matching. IEEE Trans. Pattern Anal. Mach. Intell. 14(2): 174-198 (1992)

Martin Friedmann, Thad Starner, Alex Pentland: Synchronization in Virtual Realities. Presence 1(1): 139-144 (1992)

Alex Pentland: Fast solutions to physical equilibrium and interpolation problems. The Visual Computer 8(5&6): 303-314 (1992)

Alex Pentland: Surface Interpolation Using Wavelets. ECCV 1992: 615-619

Alex Pentland: Modal Descriptions for Recognition and Tracking. MVA 1992: 435-444

Martin Friedmann, Thad Starner, Alex Pentland: Device Synchronization Using an Optimal Linear Filter. SI3D 1992: 57-62

Alex Pentland, Stan Sclaroff: Closed-Form Solutions for Physically Based Shape Modeling and Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 13(7): 715-729 (1991)

Alex Pentland, Bradley Horowitz: Recovery of Nonrigid Motion and Structure. IEEE Trans. Pattern Anal. Mach. Intell. 13(7): 730-742 (1991)

Alex Pentland: Photometric Motion. IEEE Trans. Pattern Anal. Mach. Intell. 13(9): 879-890 (1991)

Alex Pentland, Bradley Horowitz: A Practical Approach to Fractal-Based Image Compression. Data Compression Conference 1991: 176-185

Trevor Darrell, Alex Pentland: Against Edges: Function Approximation with Multiple Support Maps. NIPS 1991: 388-395

Stan Sclaroff, Alex Pentland: Generalized implicit functions for computer graphics. SIGGRAPH 1991: 247-250

Alex Pentland: Automatic extraction of deformable part models. International Journal of Computer Vision 4(2): 107-126 (1990)

Alex Pentland: Linear shape from shading. International Journal of Computer Vision 4(2): 153-162 (1990)

Alex Pentland: Physically Based Dynamical Models for Image Processing and Recognition. DAGM-Symposium 1990: 171-193

Alex Pentland: Extraction Of Deformable Part Models. ECCV 1990: 397-407

Trevor Darrell, Stan Sclaroff, Alex Pentland: Segmentation by minimal description. ICCV 1990: 112-116

Alex Pentland: Photometric motion. ICCV 1990: 178-187

Sven J. Dickinson, Alex Pentland, Azriel Rosenfeld: Qualitative 3-D shape reconstruction using distributed aspect graph matching. ICCV 1990: 257-262

Matthew Turk, Alex Pentland: Face Recognition without Features. MVA 1990: 267-270

Stanley E. Scharoff, Alex Pentland, Irfan A. Essa, Martin Friedmann, Bradley Horowitz: The ThingWorld modeling system: virtual sculpting by modal forces. I3D 1990: 143-144

Alex Pentland: Computational complexity versus virtual worlds. I3D 1990: 185-192

Alex Pentland, John Williams: Perception of Non-Rigid Motion: Inference of Shape, Material and Force. IJCAI 1989: 1565-1570

Alex Pentland: ThingWorld: A Multibody Simulation System with Low Computational Complexity. MIT-JSME Workshop 1989: 560-583

Alex Pentland, John Williams: Good vibrations: model dynamics for graphics and animation. SIGGRAPH 1989: 215-222

Paul Kube, Alex Pentland: On the Imaging of Fractal Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 10(5): 704-707 (1988)

Alex Pentland: On the Extraction of Shape Information from Shading. AAAI 1988: 826-830

Alex Pentland: Shape Information From Shading: A Theory About Human Perception. ICCV 1988: 404-413

Alex Pentland: A New Sense for Depth of Field. IEEE Trans. Pattern Anal. Mach. Intell. 9(4): 523-531 (1987)

Alex Pentland: Perceptual Organization and the Representation of Natural Form. Artif. Intell. 28(3): 293-331 (1986)

Alex Pentland: Shading into Texture. Artif. Intell. 29(2): 147-170 (1986)

Alex Pentland: Parts: Structured Descriptions of Shape. AAAI 1986: 695-701

Alex Pentland: On describing complex surface shapes. Image Vision Comput. 3(4): 153-162 (1985)

Alex Pentland: A New Sense for Depth of Field. IJCAI 1985: 988-994

Alex Pentland: Local Shading Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 6(2): 170-187 (1984)

Alex Pentland: Fractal-Based Description of Natural Scenes. IEEE Trans. Pattern Anal. Mach. Intell. 6(6): 661-674 (1984)

Alex Pentland: Shading Into Texture. AAAI 1984: 269-273

Andrew J. Hanson, David M. McKeown Jr., Susan E. Brennan, Alex Pentland, Richard F. Voss: Vision, perception and imagery. ACM Conference on Computer Science 1984: 228-229

Alex Pentland: Models (fractal and otherwise) for perception and generation of images. ACM Conference on Computer Science 1984: 228-229

Alex Pentland, Martin A. Fischler: A More Rational View of Logic, Or, Up Against the Wall, Logic Imperialists! AI Magazine 4(4): 15-18 (1983)

Alex Pentland: Fractal-Based Description. IJCAI 1983: 973-981

Stephen T. Barnard, Alex Pentland: Three-Dimensional Shape From Line Drawings. IJCAI 1983: 1062-1064

Alex Pentland: Local Computation of Shape. AAAI 1982: 22-25

Alex Pentland: Local Computation of Shape. ECAI 1982: 199-204