Katsuhiko Ishiguro, Ph. D. - publication
Last Updated: April 27, 2012 by Katsuhiko
Ishiguro.
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Journal articles
2012
Probabilistic Speaker Diarization with Bag-of-words Representations of Speaker Angle Information,
IEEE Transactions on Audio, Speech and Language Processing, Vol. 20, No. 2, pp. 447-460, 2012.
2010
Dynamic Infinite Relational Model for Time-dependent Relational Data Analysis,
IPSJ Transactions on Mathematical Modeling and its Applications, Vol. 3, No. 1, pp. 1-12, 2010 (in Japanese).
2009
A Preliminary Study of Human Motion Recognition using Error Correction Learning,
IPSJ Transactions on Mathematical Modeling and its Applications, Vol. 2, No. 3, pp. 153-161, 2009 (in Japanese).
Clustering and Tracking Multi-target Time Series Data Based on Nonparametric Bayes Model,
IEICE Transactions on Information and Systems, Vol. J92-D, No. 3, pp. 371-381, 2009 (in Japanese).
2008
Comparison of Nonlinear Granger Causality Extensions for Low-Dimensional Systems,
Physical Review E, Vol. 77, No. 3, 036217, 2008.
Detecting Direction of Causal Interactions Between Dynamically Coupled Signals,
Physical Review E, Vol. 77, No. 2, 026216, 2008.
2007
Methods for Quantifying the Causal Structure of Bivariate Time Series,
International Journal of Bifurcation and Chaos, Vol. 17, No. 3, pp. 903-921, 2007.
Referred international conference papers
2012
Bayesian Unification of Sound Source Localization an Separation with Permutation Resolution,
Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI2012), to appear (accepted as an oral session paper).
Creating Stories: Social Curation on Twitter Messages,
Proceedings of the 6th AAAI Conference on Weblogs and Social Media (ICWSM2012), to appear.
Subset Infinite Relational Models,
Proceedings of the 15th International Conference on Artificial Intelligence and Statistics (AISTATS2012), pp. 547-555, 2012.
2011
Logitboost Extension for Early Classification of Sequences,
Lecture Notes in Computer Science: Computer Analysis of Images and Patterns (Proceedings of CAIP2011), Vol. 6854, Part I, pp. 579-588, 2011.
Mobile Topigraphy: Large-scale Tag Cloud Visualization for Mobiles,
Proceedings of the 20th International World Wide Web Conference (WWW2011).
2010
Dynamic Infinite Relational Model for Time-varying Relational Data Analysis,
Advances in Nueral Information Processing Systems 23 (Proceedings of NIPS2010), 2010.
Multi-class Boosting for Early Classification of Sequences,
Proceedings of the 21st Britich Machine Vision Conference (BMVC 2010), pp. 24.1-24.10, 2010.
[copyrights by authors] [PDF] [supplemental material]
SemiCCA: Efficient Semi-supervised Learning of Canonical Correlations,
Proceedings of the 20th International Conference on Pattern Recognition (ICPR 2010), pp. 2933-2936, 2010.
Object-based Activity Recognition with Heterogeneous Sensors on Wrist,
Proceedings of the Eighth International Conference on Pervasive Computing (Pervasive 2010), pp. 246-264, 2010.
2009
A Probabilistic Speaker Clustering for DOA-based Diarization,
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2009), pp. 241-244, 2009. (accepted as a lecture (oral) session paper)
2008
Simultaneous Clustering and Tracking Unknown Number of Objects,
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '08), pp. 1-8, 2008.
2006
Real-Time Motion Recognition Using CHLAC Features and Cluster,
Proceedings of IFIP International Conference on Network and Parallel Computing (NPC 2006), pp. 50-56, 2006.
2005
Inter-modal Learning and Object Concept Acquisition,
Proceedings of IAPR Conference on Machine Vision Applications (MVA2005), pp. 148-151, 2005.
Invited talks
Analysis of Nonstationary time-varying relational data, (in Japanese)
The 14th Information-Based Induction Sciences Workshop (IBIS2011), 2011.
Estimating unstational latent structure within time-varying relational data, (in Japanese)
The 2nd Latent Dynamics Workshop, 2011.
Copyright Notices
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Copyright 2008 by the American Physical Society.
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