Books

  1. A.Esposito, A.M.Esposito, A.Vinciarelli, R.Hoffmann, V.C. Mueller (eds.)
    Cognitive Behavioral Systems
    Lecture Notes in Computer Science, Vol. 7403, Springer Verlag (2012)
  2. A.Esposito, A.Vinciarelli, K.Vicsi, C.Pelachaud and A.Nijholt (eds.)
    Analysis of Verbal and Nonverbal Communication and Enactment: The Processing Issues
    Lecture Notes in Computer Science, Vol. 6800, Springer Verlag (2011)
  3. A.Ali Salah, T.Gevers, N.Sebe, A.Vinciarelli (eds.)
    Human Behavior Understanding
    Lecture Notes in Computer Science, Vol. 6219, Springer Verlag (2010)
  4. A.Vinciarelli, C.Pelachaud, R.Cowie, A.Nijholt (eds.)
    Affective Computing and Intelligent Interaction - Proceedings of the Doctoral Consortium
    University of Twente Press (2009)
  5. F.Camastra and A.Vinciarelli
    Machine Learning for Audio, Image and Video Analysis
    Springer Verlag (2008)

Book Chapters

  1. A.Vinciarelli, H.Salamin, A.Polychroniou, G.Mohammadi, A.Origlia
    From Nonverbal Cues to Perception: Personality and Social Attractiveness
    in "Cognitve Behavioral Systems", A.M.Esposito, A.Vinciarelli, R.Hoffmann, V.C. Mueller (eds.), Lecture Notes in Computer Science, Vol. 7403, Springer Verlag, pp. 60-72, 2012.
  2. M.Pantic, R.Cowie, F.D'Errico, D.Heylen, M.Mehu, C.Pelachaud, I.Poggi, M.Schroeder, A.Vinciarelli
    Social Signal Processing: The Research Agenda
    in "Visual Analysis of Humans" by T.B.Moeslund, A.Hilton, V.Krueger and L.Sigal (eds.), pp. 511-538, Springer Verlag, 2011
  3. H.Salamin and A.Vinciarelli
    Introduction to Sequence Analysis for Human Behavior Understanding
    in "Computer Analysis of Human Behavior" by A.A.Salah and T.Gevers (eds.), pp. 21-40, Springer Verlag, 2011
  4. A.Vinciarelli and G.Mohammadi
    Towards a Technology of Nonverbal Communication
    in "Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives" by D. Gokcay & G. Yildirim (eds.), IGI, pp. 133-156, 2011
  5. H.Salamin, G.Mohammadi, K.Truong and A.Vinciarelli
    More than Words: Inference of Socially Relevant Information from Nonverbal Vocal Cues in Speech
    in "Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces: Theoretical and Practical Issues", A.Esposito (ed.), Lecture Notes in Computer Science, Vol. 6456, Springer Verlag, pp. 24-34, 2010.
  6. A.Ali Salah, T.Gevers, N.Sebe, A.Vinciarelli
    Challenges of Human Behavior Understanding
    in "Human Behavior Understanding", A.Ali Salah, T.Gevers, N.Sebe, A.Vinciarelli (eds.), Lecture Notes in Computer Science, Vol. 6219, pp. 1-12, 2010.

Journal Papers

  1. G.Mohammadi and A.Vinciarelli
    Automatic Personality Perception: Prediction of Trait Attribution Based on Prosodic Features
    IEEE Transactions on Affective Computing, Vol. 3, no. 3, pp. 273-284, 2012
  2. A.Pesarin, M.Cristani, V.Murino and A.Vinciarelli
    Conversation Analysis at Work: Detection of Conflict in Competitive Discussions through Automatic Turn-Organization Analysis
    Cognitive Processing, Vol. 13, no. 2, pp. 533-540, 2012
  3. A.Vinciarelli, M.Pantic, D.Heylen, C.Pelachaud, I.Poggi, F.D'Errico and M.Schroeder
    Bridging the Gap Between Social Animal and Unsocial Machine: A Survey of Social Signal Processing
    IEEE Transactions on Affective Computing, Vol. 3, no. 1, pp. 69-87, 2012
  4. H.Salamin and A.Vinciarelli
    Automatic Role Recognition in Multiparty Conversations: an Approach Based on Turn Organization, Prosody and Conditional Random Fields
    IEEE Transactions on Multimedia, Vol. 14, no. 2, pp. 338-345, 2012
  5. A.Vinciarelli and M.Pantic
    www.sspnet.eu: A Web Portal for Social Signal Processing
    IEEE Signal Processing Magazine, Vol. 27, no. 4, pp. 142-144, June 2010
  6. A.Vinciarelli, M.Pantic, and H.Bourlard
    Social Signal Processing: Survey of an Emerging Domain
    Image and Vision Computing Journal, Vol. 27, no. 12, pp. 1743-1759, November 2009
  7. H.Salamin, S.Favre, and A.Vinciarelli
    Automatic Role Recognition in Multiparty Recordings: Using Social Affiliation Networks for Feature Extraction
    IEEE Transactions on Multimedia, Vol. 27, no. 12, pp. 1373-1380, November 2009
  8. M.Pantic and A.Vinciarelli
    Implicit Human-Centered Tagging
    IEEE Signal Processing Magazine, Vol. 26, no. 6, pp. 173-180, November 2009
  9. A.Vinciarelli
    Capturing Order in Social Interactions
    IEEE Signal Processing Magazine, Vol. 26, no. 5, pp. 133-137, September 2009
  10. A.Vinciarelli
    Speakers Role Recognition in Multiparty Audio Recordings Using Social Network Analysis and Duration Distribution Modeling
    IEEE Transactions on Multimedia, Vol. 9, no. 6, pp. 1215-1226, September 2007
  11. A.Vinciarelli and J-M.Odobez
    Application of Information Retrieval Technologies to Presentation Slides
    IEEE Transactions on Multimedia, Vol. 8, no. 5, pp. 981-995, October 2006
  12. A.Vinciarelli
    Noisy Text Categorization
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, no. 12, pp. 1882-1295, December 2005.
  13. A.Vinciarelli
    Application of Information Retrieval Techniques to Single Writer Documents
    Pattern Recognition Letters, Vol. 26, no. 14-15, pp. 2262-2271, October 2005.
  14. A.Vinciarelli, S.Bengio and H.Bunke
    Offline Recognition of Unconstrained Handwritten Texts Using HMMs and Statistical Language Models
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.26, no. 6, pp. 709-720, June 2004.
  15. F.Camastra and A. Vinciarelli
    Combining Neural Gas and Learning Vector Quantization for Cursive Character Recognition
    Neurocomputing, Vol. 51, pp.147-159, April 2003.
  16. F.Camastra and A.Vinciarelli
    Estimating the Intrinsic Dimension of Data with a Fractal-Based Method
    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, no. 10, pp. 1404-1407, October 2002 .
  17. A.Vinciarelli
    A survey on Off-Line Cursive Script Recognition
    Pattern Recognition, Vol 35, no. 7, pp 1433-1446, June 2002.
  18. A.Vinciarelli and S.Bengio
    Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition
    Pattern Recognition Letters, Vol 23, no. 8, pp 905-916, June 2002.
  19. F.Camastra and A.Vinciarelli
    Intrinsic dimension estimation of data: an approach based on Grassberger-Procaccia's algorithm.
    Neural Processing Letters, Vol.14, no. 1, August 2001.
  20. Alessandro Vinciarelli and Juergen Luettin
    A new normalization technique for cursive handwritten words
    Pattern Recognition Letters,Vol 22, no. 9, pp 1043-1050, June 2001.
  21. F.Camastra and A.Vinciarelli
    Cursive Character Recognition by Learning Vector quantization
    Pattern Recognition Letters, Vol. 22, no. 6-7, pp. 625-629, May 2001
  22. F.Camastra and A.Vinciarelli
    Cursive character recognition based on neural nets
    Kuenstliche Intelligenz,Vol. 13, no. 2, pp. 17-19, 1999.

Conference Papers

  1. P.Salvagnini, H.Salamin, M.Cristani, A.Vinciarelli, V.Murino
    Learning How to Teach from "Videolectures": Automatic Prediction of Lecture Ratings Based on Teacher's Nonverbal Behavior
    Proceedings of IEEE International Conference on Cognitive Infocommunications, 2012.
  2. A.Esposito, A.Vinciarelli
    On the Perception of Visual Durational Speech Features: A Comparison between Native and Nonnative Speakers
    Proceedings of IEEE International Conference on Cognitive Infocommunications, 2012.
  3. S.Kim, M.Filippone, F.Valente and A.Vinciarelli
    Predicting the Conflict Level in Television Political Debates: an Approach Based on Crowdsourcing, Nonverbal Communication and Gaussian Processes
    Proceedings of ACM International Conference on Multimedia, pp. 793-796, 2012.
  4. G.Mohammadi, A.Origlia, M.Filippone and A.Vinciarelli
    From Speech to Personality: Mapping Voice Quality and Intonation into Personality Differences
    Proceedings of ACM International Conference on Multimedia, pp. 789-792, 2012.
  5. M.Cristani, L.Bazzani, G.Roffo, A.Vinciarelli, C.Segalin, V.Murino
    Conversationally-inspired Stylometric Features for Authorship Attribution in Instant Messaging
    Proceedings of ACM International Conference on Multimedia, pp. 1121-1124, 2012.
  6. T.Polzehl, K.Schoenenberg, S.Moeller, F.Metze, G.Mohammadi, and A.Vinciarelli3;4
    On Speaker-Independent Personality Perception and Prediction from Speech
    Proceedings of Interspeech, 2012.
  7. B.Schuller, S.Steidl, A.Batliner, E.Noeth, A.Vinciarelli, F.Burkhardt, R.van Son, F.Weninger, F.Eyben, T.Bocklet, G.Mohammadi, B.Weiss
    The INTERSPEECH 2012 Speaker Trait Challenge
    Proceedings of Interspeech, 2012.
  8. S.Kim, F.Valente and A.Vinciarelli
    Automatic Detection of Conflicts in Spoken Conversations: Ratings and Analysis of Broadcast Political debates
    Proceedings of IEEE International Conference on Audio, Speech and Signal Processing, pp. 5089-5092, 2012.
  9. A.Vinciarelli, S.Kim, F.Valente and H.Salamin
    Collecting Data for Socially Intelligent Surveillance and Monitoring Approaches: The Case of Conflict in Competitive Conversations
    Proceedings of International Symposium on Communications, Control and Signal Processing, pp. 1-4, 2012.
  10. M.Cristani, G.Paggetti, A.Vinciarelli, L.Bazzani, G.Menegaz and V.Murino
    Towards Computational Proxemics: Inferring Social Relations from Interpersonal Distances
    Proceedings of IEEE International Conference on Social Computing, pp. 290-297, Boston, 2011.
  11. F.Valente and A.Vinciarelli
    Language-Independent Socio-Emotional Role Recognition in the AMI Meetings Corpus
    Proceedings of Interspeech, pp. 3077-3080, Florence, 2011.
  12. G.Mohammadi and A.Vinciarelli
    Humans as Feature Extractors: Combining Prosody and Personality Perception for Improved Speaking Style Recognition
    Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, pp. 363-366, Anchorage, 2011.
  13. F.Valente, A.Vinciarelli, S.H.Yella and A.Sapru
    Understanding Social Signals in Multi-party Conversations: Automatic Recognition of Socio-Emotional Roles in the AMI Meeting Corpus
    Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, pp. 374-379, Anchorage, 2011.
  14. A.A.Salah, M.Pantic and A.Vinciarelli
    Recent Developments in Social Signal Processing
    Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, pp. 380-385, Anchorage, 2011.
  15. M.Cristani, A.Pesarin, A.Vinciarelli, M.Crocco, and V.Murino
    Look at who's talking
    Proceedings of Interhub, to be presented, Amsterdam, 2011.
  16. H.Salamin, G.Mohammadi, K.Truong and A.Vinciarelli
    Automatic Role Recognition Based on Conversational and Prosodic Behaviour
    Proceedings of the ACM International Conference on Multimedia, pp. 847-850, Florence, 2010.
  17. G.Mohammadi, M.Mortillaro and A.Vinciarelli
    The Voice of Personality: Mapping Nonverbal Vocal Behavior into Trait Attributions
    Proceedings of the International Workshop on Social Signal Processing, pp. 17-20, Florence, 2010.
  18. F.Valente and A.Vinciarelli
    Improving Speech Processing trough Social Signals: Automatic Speaker Segmentation of Political Debates using Role based Turn-Taking Patterns
    Proceedings of the International Workshop on Social Signal Processing, pp. 29-34, Florence, 2010.
  19. A.Vinciarelli, R.Murray-Smith and H.Bourlard
    Mobile Social Signal Processing: vision and research issues
    Proceedings of the International Workshop on Mobile HCI, pp. 513-516, Lisbon, 2010.
  20. A.Vinciarelli and F.Valente
    Social Signal Processing: Understanding Nonverbal Communication in Social Interactions
    Proceedings of Measuring Behavior, pp. 118-121, Eindhoven (The Netherlands), 2010.
  21. V.Murino, M.Cristani and A.Vinciarelli
    Socially Intelligent Surveillance and Monitoring: Analysing Social Dimensions of Physical Space
    Proceedings of International Workshop on Socially Intelligent Surveillance and Monitoring, pp. 51-58, San Francisco (USA), 2010.
  22. S.Favre, A.Dielmann, and A.Vinciarelli
    Automatic Role Recognition in Multiparty Recordings Using Social Networks and Probabilistic Sequential Models
    Proceedings of ACM International Conference on Multimedia, pp. 585-588, Beijing, 2009.
  23. A.Vinciarelli, N.Suditu and M.Pantic
    Implicit Human-Centred Tagging
    Proceedings of IEEE International Conference on Multimedia and Expo, pp. 1428-1431, New York (USA), 2009.
  24. A.Vinciarelli, H.Salamin and M.Pantic
    Social Signal Processing: Understanding Social Interaction through Nonverbal Behavior Analysis
    to be presented at the Intl. Workshop on Computer Vision and Pattern Recognition for Human Behavior, Miami (USA), 2009.
  25. A.Vinciarelli, M.Pantic, H.Bourlard, A.Pentland
    Social Signal Processing: State-of-the-art and Future Perspectives of an Emerging Domain
    "Brave New Topic" article, Proceedings of the ACM International Conference on Multimedia, pp. 1061-1070, Vancouver (Canada), 2008.
  26. N.Garg, S.Favre, H.Salamin, D.Hakkani-Tur, A.Vinciarelli
    Role Recognition for Meeting Participants: an Approach Based on Lexical Information and Social Network Analysis
    Proceedings of the ACM International Conference on Multimedia, pp. 693-696, Vancouver (Canada), 2008.
  27. A.Vinciarelli, M.Pantic, H.Bourlard, A.Pentland
    Social Signals, their Function, and Automatic Analysis: A Survey
    Proceedings of the ACM International Conference on Multimodal Interfaces, pp. 61-68, Chania (Greece), 2008.
  28. S.Favre, H.Salamin, J.Dines, A.Vinciarelli
    Role Recognition in Multiparty Recordings using Social Affiliation Networks and Discrete Distributions
    Proceedings of the ACM International Conference on Multimodal Interfaces, pp. 29-36, Chania (Greece), 2008.
  29. L.Likforman and A.Vinciarelli
    HMM-based Offline Recognition of Handwritten Words Crossed out with Different Kinds of Strokes
    to be presented at the International Conference on Frontiers in Handwriting Recognition, Montreal (Canada), 2008.
  30. A.Vinciarelli and S.Favre
    Broadcast News Story Segmentation Using Social Network Analysis and Hidden Markov Models
    Proceedings of ACM International Conference on Multimedia, pp. 261-264, Augsburg (Germany), 2007.
  31. A.Vinciarelli
    Role Recognition in Broadcast News Using Bernoulli Distribution>
    Proceedings of IEEE International Conference on Multimedia and Expo, pp. 1551-1554, Beijing, 2007
  32. A.Vinciarelli, F.Fernandez and S.Favre
    Semantic Segmentation of Radio News Using Social Network Analysis and Duration Distribution Modeling
    Proceedings of IEEE International Conference on Multimedia and Expo, pp. 779-782, Beijing, 2007.
  33. Alessandro Vinciarelli
    Indexation de documents manuscrits (invited paper)
    Colloque International Francophone sur l'Ecrit et le Document, pp. 49-54, Fribourg (Switzerland), 2006.
  34. Alessandro Vinciarelli
    Sociometry Based Multiparty Audio Recordings Summarization
    Proceedings of 18th International Conference on Pattern Recognition, pp. 1154-1157, Hong Kong, 2006.
  35. Francesco Camastra, Marco Spinetti and Alessandro Vinciarelli
    Cursive Character Challenge: a New Benchmark for Machine Learning and Pattern Recognition
    Proceedings of 18th International Conference on Pattern Recognition, pp. 913-916, Hong Kong, 2006.
  36. Alessandro Vinciarelli
    Sociometry Based Multiparty Audio Recording Segmentation
    Proceedings of IEEE International Conference on Multimedia and Expo, pp.1801-1804, Toronto, 2006.
  37. Nabil Daddaoua, Alessandro Vinciarelli and Jean-Marc Odobez
    OCR Based Slide Retrieval
    Proceedings of International Conference on Document Analysis and Recognition, pp. 945-949, Seoul, 2005
  38. David Grangier and Alessandro Vinciarelli
    Effect of Segmentation Method on Video Retrieval Performance
     Proceedings of IEEE International Conference on Multimedia and Expo, Amsterdam, 2005.
  39. Alessandro Vinciarelli
    Effect of Recognition Errors on Information Retrieval Performance
    Proceedings of 9th International Workshop on Frontiers in Handwriting Recognition, pp. 275-279, Tokyo, 2004.
  40. Alessandro Vinciarelli
    Noisy Text Categorization (conference version)
    Proceedings of 17th International Conference on Pattern Recognition, pp. 554-557, Cambridge (UK), 2004.
  41. Alessandro Vinciarelli, Samy Bengio and Horst Bunke
    Offline Recognition of Large Vocabulary Cursive Handwritten Text
    Proceedings of 7th IEEE International Conference on Document Analysis and Recognition, pp. 1101-1105, Edinburgh, 2003.
  42. Alessandro Vinciarelli and Michael Perrone
    Combining Online and Offline Handwriting Recognition
    Proceedings of 7th IEEE International Conference on Document Analysis and Recognition, pp.844-848, Edinburgh, 2003.
  43. Michael Perrone and Alessandro Vinciarelli
    Markov Model document Retrieval
    Proceedings of 7th IEEE International Conference on Document Analysis and Recognition, pp.1223-1226, Edinburgh, 2003.
  44. Alessandro Vinciarelli and Samy Bengio
    Writer adaptation techniques in HMM based Off-Line Cursive Script Recognition
    Proceedings of 8th International Workshop on Frontiers in Handwriting Recognition, pp. 287-291, Niagara on the Lake, 2002.
  45. Alessandro Vinciarelli and Samy Bengio
    Offline Cursive Word Recognition Using Continuous Density HMMs trained with PCA or ICA features
     Proceeedings of 16th International Conference on Pattern Recognition, Vol. III, pp. 81-84, Quebec City, 2002.
  46. Francesco Camastra and Alessandro Vinciarelli
    A Neural Cursive Character Recognizer
    Presented at Workshop Italiano Reti Neurali - WIRN 2001
  47. Alessandro Vinciarelli and Juergen Luettin
    Off-Line Cursive Script Recognition based on continuous density HMM
    Proceedings of 7th International Workshop on Frontiers in Handwriting Recognition, pp. 493-498, Amsterdam, 2000.

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