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Handbook of Robotics (2016)

Learning From Humans, A. G. Billard, Sylvain Calinon and R. Dillmann, in: Handbook of Robotics, pages 1995-2014, Springer, 2016
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Monte Carlo and Quasi-Monte Carlo Methods (2016)

On ANOVA Decompositions of Kernels and Gaussian Random Field Paths, David Ginsbourger, Olivier Roustant, Dominic Schuhmacher, Nicolas Durrande and Nicolas Lenz, in: Monte Carlo and Quasi-Monte Carlo Methods, pages 315-330, Springer International Publishing, 2016
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Ellerle Konusmak: Türk İşaret Dili Araştırmaları / Research on Turkish Sign Language (2016)

Otomatik İşaret Dili Tanıma ve Türk İşaret Dili için Bilgisayar Uygulamaları, Oya Aran, Ismail Ari, Alp Kindiroglu, Pinar Santemiz and Lale Akarun, in: Ellerle Konusmak: Turk Isaret Dili Arastirmalari / Research on Turkish Sign Language, pages 471-498, Koc University Press, 2016

Machine Learning, Optimization, and Big Data (2015)

Differentiating the Multipoint Expected Improvement for Optimal Batch Design, Sébastien Marmin, Clément Chevalier and David Ginsbourger, in: Machine Learning, Optimization, and Big Data, pages 37-48, Springer International Publishing, 2015
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International Conference on Speech and Computer , SPECOM (2015)

DNN-based Speech Synthesis: Importance of input features and training data, Alexandros Lazaridis, Blaise Potard and Philip N. Garner, in: International Conference on Speech and Computer , SPECOM, pages 193-200, Springer Berlin Heidelberg, 2015
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Machine Learning, Optimization, and Big Data (2015)

Global Optimization with Sparse and Local Gaussian Process Models, Tipaluck Krityakierne and David Ginsbourger, in: Machine Learning, Optimization, and Big Data, pages 185-196, Springer International Publishing, 2015
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Intelligent Robotics and Applications (2015)


Computational Linguistics and Intelligent Text Processing (2015)

Rehabilitation of Count-based Models for Word Vector Representations, Rémi Lebret and Ronan Collobert, in: Computational Linguistics and Intelligent Text Processing, pages 417-429, Springer International Publishing, 2015

Encyclopedia of Biometrics (2014)

Anti-spoofing: Evaluation Methodologies, Ivana Chingovska, André Anjos and Sébastien Marcel, in: Encyclopedia of Biometrics, Springer US, 2014
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Anti-Spoofing: Face Databases, André Anjos, Ivana Chingovska and Sébastien Marcel, in: Encyclopedia of Biometrics, Springer US, 2014
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Papers dedicated to Jacques Moeschler (2014)


Handbook of Biometric Anti-Spoofing (2014)

Evaluation Databases, Stan Z.Li, Javier Galbally, André Anjos and Sébastien Marcel, in: Handbook of Biometric Anti-Spoofing, pages 247-278, Springer-Verlag, 2014
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Handbook of Biometric Antispoofing (2014)

Evaluation Methodologies, Ivana Chingovska, André Anjos and Sébastien Marcel, in: Handbook of Biometric Antispoofing, Springer, 2014

Handbook of Biometric Anti-Spoofing (2014)

Face Anti-spoofing: Visual Approach, André Anjos, Jukka Komulainen, Sébastien Marcel, Abdenour Hadid and Matti Pietikainen, in: Handbook of Biometric Anti-Spoofing, pages 65-82, Springer-Verlag, 2014
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Person Re-Identification (2014)

Re-Identification for Improved People Tracking, Francois Fleuret, Horesh Ben Shitrit and Pascal Fua, in: Person Re-Identification, pages 311-336, Springer, 2014

Interactive Multimodal Information Management (2013)

Interactive Multimodal Information Management: Shaping the Vision, Andrei Popescu-Belis and Hervé Bourlard, in: Interactive Multimodal Information Management, pages 1-17, EPFL Press, 2013
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Learning to learn new models of human activities in indoor settings1, Fabian Nater, Tatiana Tommasi, Luc Van Gool and Barbara Caputo, in: Interactive Multimodal Information Management, EPFL Press, 2013
Learning to learn new models of human activities in indoor settings1, Fabian Nater, Tatiana Tommasi, Luc Van Gool and Barbara Caputo, in: Interactive Multimodal Information Management, EPFL Press, 2013
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Medical image annotation, Barbara Caputo, in: Interactive Multimodal Information Management, EPFL Press, 2013
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Speech Processing, Mathew Magimai.-Doss, in: Interactive Multimodal Information Management, pages 221--245, EPFL Press, 2013

Intelligent Video Surveillance Systems (ISTE) (2013)

Unsupervised methods for activity analysis and detection of abnormal events, Remi Emonet and Jean-Marc Odobez, in: Intelligent Video Surveillance Systems (ISTE), Wiley, 2013
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In Neural Networks: Tricks of the Trade (2012)

Deep Learning via Semi-Supervised Embedding, Jason Weston, Frédéric Ratle, Hossein Mobahi and Ronan Collobert, in: In Neural Networks: Tricks of the Trade, Springer, 2012
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Multimodal Signal Processing: Human Interactions in Meetings (2012)

Evaluation of Meeting Support Technology, Simon Tucker and Andrei Popescu-Belis, in: Multimodal Signal Processing: Human Interactions in Meetings, pages 237-252, Cambridge University Press, 2012

LNCS Proceedings on COGNITIVE BEHAVIOURAL SYSTEMS (2012)


Neural Networks: Tricks of the Trade (2012)

Implementing Neural Networks Efficiently, Ronan Collobert, Koray Kavukcuoglu and Clément Farabet, in: Neural Networks: Tricks of the Trade, Springer, 2012
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Multimodal Signal Processing: Human Interactions in Meetings (2012)

Multimodal Signal Processing for Meetings: an Introduction, Andrei Popescu-Belis and Jean Carletta, in: Multimodal Signal Processing: Human Interactions in Meetings, pages 1-11, Cambridge University Press, 2012
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Sampling techniques for audio-visual tracking and head pose estimation, Jean-Marc Odobez and Oswald Lanz, in: Multimodal Signal Processing: Human Interactions in Meetings, pages 84-102, Cambridge University Press, 2012
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Practical Applications of Sparse Modeling: Biology, Signal Processing and Beyond (2012)

Sparsity in Topic Models, Jagannadan Varadarajan, Remi Emonet and Jean-Marc Odobez, in: Practical Applications of Sparse Modeling: Biology, Signal Processing and Beyond, MIT Press, 2012
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Multimodal Signal Processing: Human Interactions in Meetings (2012)

Speaker Diarization, Fabio Valente and Gerald Friedland, in: Multimodal Signal Processing: Human Interactions in Meetings, Cambridge University Press, 2012
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User Requirements for Meeting Support Technology, Denis Lalanne and Andrei Popescu-Belis, in: Multimodal Signal Processing: Human Interactions in Meetings, pages 210-221, Cambridge University Press, 2012

Computer Analysis of Human Behavior (2011)

Analysis of Group Conversations: Modeling Social Verticality, Oya Aran and Daniel Gatica-Perez, in: Computer Analysis of Human Behavior, pages 293-322, Springer London, 2011

Social Media Computing (2011)


Handbook of Natural Language Processing and Machine Translation Handbook of Natural Language Processing and Machine Translation (2011)

Data-driven extraction of spectral-dynamics based posteriors, Fabio Valente, in: Handbook of Natural Language Processing and Machine Translation Handbook of Natural Language Processing and Machine Translation, Springer, 2011
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Internet Multimedia Search and Mining (2011)

Flickr Groups: Multimedia Communities for Multimedia Analysis, Radu-Andrei Negoescu and Daniel Gatica-Perez, in: Internet Multimedia Search and Mining, Bentham Science Publishers, 2011

Computer Analysis of Human Behavior, (2011)

Hand Gesture Analysis, Cem Keskin, Oya Aran and Lale Akarun, in: Computer Analysis of Human Behavior,, pages 125-149, Springer London, 2011

"Computer Analysis of Human Behavior" by A.Salah and T.Gevers (eds.) (2011)

Introduction to Sequence Analysis for Human Behavior Understanding, Hugues Salamin and Alessandro Vinciarelli, in: "Computer Analysis of Human Behavior" by A.Salah and T.Gevers (eds.), pages 21-40, Springer Verlag, 2011

"Visual Analysis of Humans" by T.B.Moeslund, A.Hilton, V.Krueger and L.Sigal (eds.) (2011)

Social Signal Processing: The Research Agenda, Maja Pantic, R. Cowie, F. D'Errico, Dirk Heylen, M. Mehu, C. Pelachaud, I. Poggi, M. Schroeder and Alessandro Vinciarelli, in: "Visual Analysis of Humans" by T.B.Moeslund, A.Hilton, V.Krueger and L.Sigal (eds.), pages 511-538, Springer Verlag, 2011

Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces: Theoretical and Practical Issues, A.Esposito (ed.) (2010)

More than Words: Inference of Socially Relevant Information from Nonverbal Vocal Cues in Speech, Hugues Salamin, Gelareh Mohammadi, Khiet Truong and Alessandro Vinciarelli, in: Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces: Theoretical and Practical Issues, A.Esposito (ed.), LNCS,Springer, 2010
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"Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives" by D. Gokcay & G. Yildirim (eds.) (2010)

Towards a Technology of Nonverbal Communication: Vocal Behavior in Social and Affective Phenomena, Alessandro Vinciarelli and Gelareh Mohammadi, in: "Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives" by D. Gokcay & G. Yildirim (eds.), igi-global, 2010
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In H. Nakashima, J. Augusto, H. Aghajan (Eds.,',','), Handbook of Ambient Intelligence and Smart Environments (2010)

Visual Attention, Speaking Activity, and Group Conversational Analysis in Multi-Sensor Environments, Daniel Gatica-Perez and Jean-Marc Odobez, in: In H. Nakashima, J. Augusto, H. Aghajan (Eds.,',','), Handbook of Ambient Intelligence and Smart Environments, Springer, 2010

Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods (2009)

A Kernel Wrapper for Phoneme Sequence Recognition, Joseph Keshet and Dan Chazan, in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009
A Large Margin Algorithm for Forced Alignment, Joseph Keshet, Shai Shalev-Shwartz, Yoram Singer and Dan Chazan, in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009
A Proposal for a Kernel-based Algorithm for Large Vocabulary Continuous Speech Recognition, Joseph Keshet, in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009

Multimodal Corpora: From Models of Natural Interaction to Systems and Applications (2009)

Accessing a Large Multimodal Corpus using an Automatic Content Linking Device, Andrei Popescu-Belis, Jean Carletta, Jonathan Kilgour and Peter Poller, in: Multimodal Corpora: From Models of Natural Interaction to Systems and Applications, Springer-Verlag, 2009
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Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods (2009)

Discriminative Keyword Spotting, David Grangier, Joseph Keshet and Samy Bengio, in: Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods, John Wiley and Sons, 2009

Multimodal Signal Processing for Human-Computer Interaction (2009)

Managing Multimodal Data, Metadata and Annotations: Challenges and Solutions, Andrei Popescu-Belis, in: Multimodal Signal Processing for Human-Computer Interaction, Elsevier / Academic Press, 2009

In J.-P. Thiran, H. Bourlard, and F. Marques, (Eds.,',','), Multimodal Signal Processing, Academic Press (2009)

Modeling interest in face-to-face conversations from multimodal nonverbal behavior, Daniel Gatica-Perez, in: In J.-P. Thiran, H. Bourlard, and F. Marques, (Eds.,',','), Multimodal Signal Processing, Academic Press, Academic Press, 2009
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Multi-camera networks: principles and applications (2009)

Multi-Person Bayesian Tracking with Multiple Cameras, Jian Yao and Jean-Marc Odobez, in: Multi-camera networks: principles and applications, pages 363-388, Academic Press, 2009
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Applied Signal Processing--A MATLAB approach (2008)

How does a dictation machine recognize speech ?, T. Dutoit, L. Couvreur and Hervé Bourlard, in: Applied Signal Processing--A MATLAB approach, Springer MA, 2008
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