Article Index

 Publications 2007

Journal papers

  • Hirayama, J., Maeda, S., and Ishii, S. (2007)
    Markov and Semi-Markov Switching of Source Appearances for Non-Stationary Independent Component Analysis. 
    IEEE Transactions on Neural Networks, 18(5), pp.1326-1342.
  • Fujita, H., & Ishii, S. (2007)
    Model-based reinforcement learning for partially observable games with sampling-based state estimation.
    Neural Computation, 19(11), pp.3051-3087.
  • Nakamura, Y., Mori, T., Sato, M., and Ishii, S. (2007)
    Reinforcement Learning for a Biped Robot Based on a CPG-Actor-Critic Method. 
    Neural Networks, 20(6), pp.723-735.
  • Tanabe, A., Fukumizu, K., Oba, S., Takenouchi, T., and Ishii, S. (2007)
    Parameter Estimation for von Mises-Fisher Distributions.
    Computational Statistics, 22(1), pp. 145-157.

Book chapter

  • Shibata, T., Hitomi, K., Nakamura, Y., and Ishii, S. (2007)
    Reinforcement Learning of Stable Trajectory for Quasi-Passive Dynamic Walking of an Unstable Biped Robot.
    In Mackel, M. Eds., Humanoid Robots: Human-like Machines, pp. 211-226, I-Tech Education and Publishing.

Conference papers

  • Takenouchi, T., Ishii, S. (2007)
    A multi-class classification with a probabilistic localized decoder.
    IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), pp.861-865.
  • Ihara, M., Maeda, S. and Ishii, S. (2007)
    Instrument Identification in Monophonic Music Using Spectral Information.
    IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), pp.607-611.
  • Kanemura, A., Maeda, S. and Ishii, S. (2007)
    Image Superresolution under Spatially Structured Noise.
    IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), pp.279-284.
  • Oba, S., Kawanabe, M., Mueller, K-R., and Ishii, S. (2007)
    Heterogeneous Component Analysis.
    Advances in Neural Information Processing Systems (NIPS 20),  Platt, J. C. et al. eds., MIT Press, Cambridge, MA, pp. 1097--1104.
  • Shikauchi, M and Shibata, T. (2007)
    Human vision can predict semi-random but the first order linear process.
    International Conference on Cognitive Neurodynamics (ICCN)
  • Shibata, T., Bando, T., and Ishii, S. (2007)
    Visual Tracking Achieved by Adaptive Sampling from Hierarchical and Parallel Predictions.
    International Conference on Neural Information Processing (ICONIP), LNCS 4984, pp.604-613.
  • Hirayama, J., Nakatomi, M., Takenouchi, T., and Ishii, S.(2007)
    Bayesian collaborative predictors for general user modeling tasks.
    International Conference on Neural Information Processing (ICONIP), LNCS 4984, pp.742–751.
  • Tsukada, Y., Sakumura, Y., Ishii, S.(2007)
    Quantitative Morphodynamic Analysis of Time-Lapse Imaging by Edge Evolution Tracking.
    International Conference on Neural Information Processing (ICONIP), LNCS 4985 pp.817-826.
  • Maeda, S. and Ishii, S. (2007)
    Optimization of parametric companding function for an efficient coding.
    International Conference on Neural Information Processing (ICONIP), LNCS 4984, pp.713-722.
  • Naoki, H., Sakumura, Y., and Ishii, S. (2007)
    Spontaneous signal generation induced by reaction noise for gradient sensing in chemotaxis.
    International Conference of Systems Biology, p.46.
  • Shin Ishii, Naoto Yukinawa, Takashi Takenouchi and Shigeyuki Oba. (2007)
    Combining multiple decisions: applications to bioinformatics.
    The International Workshop on Statistical-Mechanical Informatics , pp. 151-161.
  • Kanemura, A., Maeda, S., and Ishii, S. (2007) 
    Edge-Preserving Bayesian Image Superresolution Based on Compound Markov Random Fields. 
    International Conference on Artificial Neural Networks (ICANN), LNCS 4669, pp. 611-620.
  • Taniguchi, Y., Mori, T., and Ishii, S. (2007) 
    Reinforcement Learning for Cooperative Actions in a Partially Observable Multi-Agent System. 
    International Conference on Artificial Neural Networks (ICANN), LNCS 4668, pp. 229-238.
  • Tamei, T., Ishii, S. and Shibata, T. (2007)
    Virtual Force/Tactile Sensors for Dynamic and Cooperative Interaction with a Robot Using User's Biological Signals.
    Neuro2007.
  • Shikauchi, M., Ishii, S. and Shibata, T. (2007)
    Human vision can predict semi-random but linear process.
    Neuro2007.
  • Maeda, S. and Ishii, S. (2007) 
    Convergence analysis of the EM algorithm and Joint minimization of free energy. 
    IEEE International Workshop on Machine Learning for Signal Processing (MLSP), pp.318-323.
  • Kanemura, A., Maeda, S., and Ishii, S. (2007) 
    Hyperparameter Estimation in Bayesian Image Superresolution with a Compound Markov Random Field Prior. 
    IEEE International Workshop on Machine Learning for Signal Processing (MLSP), pp.181-186.
  • Tamei, T., Ishii, S., Shibata, T. (2007) 
    Dynamic and Cooperative Interaction with a Robot that Possesses No Force/Tactile Sensors. 
    International Conference on Advanced Robotics (ICAR), pp.647-652.
  • Takenouchi, T. and Ishii, S. (2007) 
    A Probabilistic Decoding Approach to Multi-Class Classification. 
    International Joint Conference on Neural Networks (IJCNN 2007), pp. 2671-2676.
  • Ihara, M., Maeda, S., and Ishii, S. (2007) 
    Estimation of the Source-Filter Model Using Temporal Dynamics. 
    International Joint Conference on Neural Networks (IJCNN 2007), pp.3098-3103.
  • Takenouchi, T. and Ishii, S. (2007) 
    Multiclass Classification as a Decoding Problem. 
    The First IEEE Symposium on Foundations of Computational Intelligence (FOCI'07), pp. 470-475.
  • Osaga, S., Hirayama, J., Takenouchi, T., and Ishii, S. (2007) 
    A Probabilistic Model of MOSAIC. 
    The First IEEE Symposium on Foundations of Computational Intelligence (FOCI'07), pp. 41-46.
  • Date, T., Bando, T., Shibata, T.& Ishii, S. (2007)
    On-line Variational PCA for Adaptive Visual Tracking.
    International Symposium on Artificial Life and Robotics (AROB 12th '07), GS18-5.
  • Ihara, M., Maeda, S., & Ishii, S. (2007) 
    Estimation of Source-Filter Model via Acoustical Feature Extraction by GA-like Algorithm. 
    International Symposium on Artificial Life and Robotics (AROB 12th '07), GS12-4.
  • Kawawaki, S., Shibata, T., Fujiwara, Y., Yamashita, O., Sato, M., & Kawato, M. (2007) 
    Cortical Current Sources for Processing Visual Target Motion Revealed by MEG and fMRI. 
    International Symposium on Artificial Life and Robotics (AROB 12th '07), GS19-5.
  • Makino, K., Nakamura, Y., Shibata, T., & Ishii, S. (2007) 
    Adaptive Control of a Looper-like Robot Based on the CPG-Actor-Critic Method. 
    International Symposium on Artificial Life and Robotics (AROB 12th '07), GS24-2.
  • Osaga, S., Hirayama, J., Takenouchi, T., & Ishii, S. (2007) 
    A Probabilistic Modeling of MOSAIC Learning. 
    International Symposium on Artificial Life and Robotics (AROB 12th '07), GS16-3.
  • Yamashita, T., Takenouchi, T., & Ishii, S. (2007) 
    A Multi-Labeled Classification Method Based on Error-Correcting Output Coding. 
    International Symposium on Artificial Life and Robotics (AROB 12th '07), GS3-2.