Publications of Konstantinos Bousmalis

Variational Infinite Hidden Conditional Random Fields

K. Bousmalis, S. Zafeiriou, L. Morency, M. Pantic, Z. Ghahramani. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). In Press.. 2015.

[pdf] [bibtex] [endnote]

@article{pami_2015_variational,
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). In Press.},
    title = {Variational Infinite Hidden Conditional Random Fields},
    year = {2015},
}

%0 Journal Article
%T Variational Infinite Hidden Conditional Random Fields
%J IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). In Press.
%D 2015
%F pami_2015_variational

Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures

K. Bousmalis, S. Zafeiriou, L. Morency, M. Pantic, Z. Ghahramani. European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’13). Prague, Czech Republic, September 2013.

[pdf] [bibtex] [endnote]

@inproceedings{bousmalis2013variational,
    author = {K. Bousmalis and S. Zafeiriou and L. Morency and M. Pantic and Z. Ghahramani},
    address = { Prague, Czech Republic},
    booktitle = {European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’13)},
    month = {September},
    title = {Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures},
    year = {2013},
}

%0 Conference Proceedings
%T Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures
%A Bousmalis, K.
%A Zafeiriou, S.
%A Morency, L.
%A Pantic, M.
%A Ghahramani, Z.
%B European Conf. Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’13)
%D 2013
%8 September
%C Prague, Czech Republic
%F bousmalis2013variational

Towards the automatic detection of spontaneous agreement and disagreement based on non-verbal behaviour: A Survey of related cues, databases, and tools

K. Bousmalis, M. Mehu, M. Pantic. Image and Vision Computing. 31(2): pp. 203 - 221, 2013.

[pdf] [bibtex] [endnote]

@article{bousmalis2013towards,
    pages = {203--221},
    journal = {Image and Vision Computing},
    number = {2},
    title = {Towards the automatic detection of spontaneous agreement and disagreement based on non-verbal behaviour: A Survey of related cues, databases, and tools},
    volume = {31},
    year = {2013},
}

%0 Journal Article
%T Towards the automatic detection of spontaneous agreement and disagreement based on non-verbal behaviour: A Survey of related cues, databases, and tools
%J Image and Vision Computing
%D 2013
%V 31
%N 2
%F bousmalis2013towards
%P 203-221

Inﬁnite Hidden Conditional Random Fields for Human Behavior Analysis

K. Bousmalis, S. Zafeiriou, L. Morency, M. Pantic. IEEE Transactions on Neural Networks and Learning Systems. 24: pp. 170 - 177, 2013.

[pdf] [bibtex] [endnote]

@article{bousmalis2012infinite,
    author = {K. Bousmalis and S. Zafeiriou and L. Morency and M. Pantic},
    pages = {170--177},
    journal = {IEEE Transactions on Neural Networks and Learning Systems},
    title = {Inﬁnite Hidden Conditional Random Fields for Human Behavior Analysis},
    volume = {24},
    year = {2013},
}

%0 Journal Article
%T Inﬁnite Hidden Conditional Random Fields for Human Behavior Analysis
%A Bousmalis, K.
%A Zafeiriou, S.
%A Morency, L.
%A Pantic, M.
%J IEEE Transactions on Neural Networks and Learning Systems
%D 2013
%V 24
%F bousmalis2012infinite
%P 170-177

Modeling Hidden Dynamics of Multimodal Cues for Spontaneous Agreement and Disagreement Recognition

K. Bousmalis, L. Morency, M. Pantic. Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition. pp. 746 - 752, Oral. March 2011.

[pdf] [bibtex] [endnote]

@inproceedings{FG11Bousmalis,
    author = {K. Bousmalis and L. Morency and M. Pantic},
    pages = {746--752},
    booktitle = {Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition},
    month = {March},
    note = {Oral},
    title = {Modeling Hidden Dynamics of Multimodal Cues for Spontaneous Agreement and Disagreement Recognition},
    year = {2011},
}

%0 Conference Proceedings
%T Modeling Hidden Dynamics of Multimodal Cues for Spontaneous Agreement and Disagreement Recognition
%A Bousmalis, K.
%A Morency, L.
%A Pantic, M.
%B Proc. IEEE Int?l Conf. on Automatic Face and Gesture Recognition
%D 2011
%8 March
%F FG11Bousmalis
%O Oral
%P 746-752

Spotting Agreement and Disagreement: A Survey of Nonverbal Audiovisual Cues and Tools

K. Bousmalis, M. Mehu, M. Pantic. Proceedings of IEEE Int'l Conf. Affective Computing and Intelligent Interfaces (ACII'09). Amsterdam, Netherlands, 2: pp. 1 - 9, September 2009.

[pdf] [bibtex] [endnote]

@inproceedings{Bousmalis2009saada,
    author = {K. Bousmalis and M. Mehu and M. Pantic},
    pages = {1--9},
    address = {Amsterdam, Netherlands},
    booktitle = {Proceedings of IEEE Int'l Conf. Affective Computing and Intelligent Interfaces (ACII'09)},
    month = {September},
    title = {Spotting Agreement and Disagreement: A Survey of Nonverbal Audiovisual Cues and Tools},
    volume = {2},
    year = {2009},
}

%0 Conference Proceedings
%T Spotting Agreement and Disagreement: A Survey of Nonverbal Audiovisual Cues and Tools
%A Bousmalis, K.
%A Mehu, M.
%A Pantic, M.
%B Proceedings of IEEE Int?l Conf. Affective Computing and Intelligent Interfaces (ACII?09)
%D 2009
%8 September
%V 2
%C Amsterdam, Netherlands
%F Bousmalis2009saada
%P 1-9