Publications by Antti Honkela

2010

  • JOURNAL:
  • Journal of Machine Learning Research
  • VOLUME:
  • 11
  • PAGES:
  • 3235-3268
  • AUTHORS:
  • Honkela Antti,
  • Girardot Charles,
  • Gustafson E Hilary,
  • Liu Ya-Hsin,
  • Furlong Eileen E M,
  • Lawrence Neil D,
  • Rattray Magnus
  • JOURNAL:
  • Proc Natl Acad Sci U S A
  • VOLUME:
  • 107
  • PAGES:
  • 7793--7798
  • [URL]
  • [PUBURL]
  • AUTHORS:
  • Honkela Antti,
  • Milo Marta,
  • Holley Matthew,
  • Rattray Magnus,
  • Lawrence Neil D.
  • BOOKTITLE:
  • Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010)
  • PAGES:
  • 154--159
  • BOOKTITLE:
  • Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010)
  • PAGES:
  • 190--195
  • AUTHORS:
  • Kalaitzis Alfredo A.,
  • Gao Pei,
  • Honkela Antti,
  • Lawrence Neil D.
  • [URL]
  • [PUBURL]
  • AUTHORS:
  • Honkela Antti,
  • Gao Pei,
  • Ropponen Jonatan,
  • Rattray Magnus,
  • Lawrence Neil D.
  • [URL]
  • [PUBURL]
  • [URL]
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2009

  • BOOKTITLE:
  • Proceedings of the International Joint Conference on Neural Networks, IJCNN 2009
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  • BOOKTITLE:
  • 17th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB) & 8th European Conference on Computational Biology (ECCB)
  • BOOKTITLE:
  • Mathematical and Statistical Aspects of Molecular Biology: 19th Annual MASAMB Workshop

2008

  • JOURNAL:
  • Neurocomputing
  • VOLUME:
  • 71
  • PAGES:
  • 1311--1320
  • AUTHORS:
  • Gao Pei,
  • Honkela Antti,
  • Rattray Magnus,
  • Lawrence Neil D.
  • JOURNAL:
  • Bioinformatics
  • VOLUME:
  • 24
  • PAGES:
  • i70--i75
  • BOOKTITLE:
  • Teaching Machine Learning: Workshop on open problems and new directions
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  • Proceedings of the 14th International Conference on Neural Information Processing (ICONIP 2007)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 4985
  • PAGES:
  • 305--314
  • BOOKTITLE:
  • Proc. of PASCAL 2008 Workshop on Approximate Inference in Stochastic Processes and Dynamical Systems

2007

  • BOOKTITLE:
  • Proc.\ 15th European Symposium on Artificial Neural Networks (ESANN 2007)
  • PAGES:
  • 55--60
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  • JOURNAL:
  • Digital Signal Processing
  • VOLUME:
  • 17
  • PAGES:
  • 914--934
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  • JOURNAL:
  • IEEE Transactions on Neural Networks
  • VOLUME:
  • 18
  • PAGES:
  • 1762--1776
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  • BOOKTITLE:
  • The Learning Workshop
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  • BOOKTITLE:
  • Proceedings of the European Symposium on Time Series Prediction (ESTSP 2007)
  • PAGES:
  • 11-19
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2006

  • BOOKTITLE:
  • NIPS*2006 Workshop on Machine Learning Open Source Software
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  • [URL]
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  • BOOKTITLE:
  • Conference on High Performance Computing for Statistical Inference
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  • BOOKTITLE:
  • Proc.\ Workshop on Probabilistic Modeling and Machine Learning in Structural and Systems Biology
  • PAGES:
  • 131--136
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  • [URL]
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  • BOOKTITLE:
  • Proceedings of the 6th International Conference on Independent Component Analysis and Blind Source Separation (ICA 2006)
  • PAGES:
  • 222--229
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  • BOOKTITLE:
  • NIPS*2006 Workshop on Dynamical Systems, Stochastic Processes and Bayesian Inference
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2005

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  • Proc.\ of the 21st Conf.\ on Uncertainty in Artificial Intelligence (UAI 2005)
  • PAGES:
  • 259--266
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  • BOOKTITLE:
  • Proc.\ 13th European Symposium on Artificial Neural Networks (ESANN 2005)
  • PAGES:
  • 285--290
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  • BOOKTITLE:
  • Proceedings of the International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR'05)
  • PAGES:
  • 49--56
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  • [URL]
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2004

  • BOOKTITLE:
  • Proc.\ 2004 IEEE Int.\ Joint Conf.\ on Neural Networks (IJCNN 2004)
  • PAGES:
  • 2169--2174
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  • BOOKTITLE:
  • Proc.\ of the Fifth Int.\ Conf.\ on Independent Component Analysis and Blind Signal Separation (ICA 2004)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 3195
  • PAGES:
  • 766--773
  • [PUBURL]
  • BOOKTITLE:
  • Proc.\ of the 5th Int.\ Conf.\ on Independent Component Analysis and Blind Signal Separation (ICA 2004)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 3195
  • PAGES:
  • 790--797
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  • JOURNAL:
  • IEEE Transactions on Neural Networks
  • VOLUME:
  • 15
  • PAGES:
  • 800--810
  • [URL]
  • [PUBURL]

2003

  • BOOKTITLE:
  • IEEE Workshop on Automatic Speech Recognition and Understanding
  • PAGES:
  • 548--553
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  • JOURNAL:
  • Neural Processing Letters
  • VOLUME:
  • 17
  • PAGES:
  • 191--203
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  • [PUBURL]
  • [URL]
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  • JOURNAL:
  • IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
  • VOLUME:
  • E86-A
  • PAGES:
  • 532--541
  • [PUBURL]
  • BOOKTITLE:
  • Proc.\ of the 4th Int.\ Symp.\ on Independent Component Analysis and Blind Signal Separation (ICA2003)
  • PAGES:
  • 803--808
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2002

  • BOOKTITLE:
  • Proc.\ Int.\ Joint Conf.\ on Neural Networks (IJCNN'02)
  • PAGES:
  • 460--465
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  • [URL]
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  • BOOKTITLE:
  • Proc.\ of the 9th Int.\ Conf.\ on Neural Information Processing (ICONIP'02)
  • PAGES:
  • 512--516
  • [PUBURL]

2001

  • BOOKTITLE:
  • Proc.\ European Conf.\ on Circuit Theory and Design (ECCTD'01)
  • PAGES:
  • I-41--44
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  • BOOKTITLE:
  • Proc.\ Int.\ Joint Conf.\ on Neural Networks (IJCNN'01)
  • PAGES:
  • 2750--2755
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2000

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  • [URL]
  • [PUBURL]
  • BOOKTITLE:
  • Proc.\ Int.\ Workshop on Independent Component Analysis and Blind Signal Separation (ICA2000)
  • PAGES:
  • 351--356
  • [PUBURL]