Article Index

Publications 2008

Journal papers

  • Kanemura, A., Maeda, S., Fukuda, W., and Ishii, S. (to appear)
    Bayesian image superresolution and hidden variable modeling.
    Journal of Systems Science and Complexity.
  • Honda, N., Sakumura, Y., and Ishii, S. (to appear)
    Stochastic control of spontaneous signal generation for gradient sensing in chemotaxis.
    Journal of Theoretical Biology.
  • Yukinawa, N., Oba, S., Kato, K., and Ishii, S. (to appear)
    Optimal aggregation of binary classifiers for multi-class cancer diagnosis using gene expression profiles.
    IEEE/ACM Transactions on Computational Biology and Bioinformatics.
  • Ihara, M., Maeda, S., and Ishii, S. (2009)
    Solo instrumental music analysis using the source-filter model as a sound production model considering temporal dynamics.
    Neural Computing and Applications, 18(1), pp. 3-14.
  • Hirayama, J., Nakatomi, M., Takenouchi, T., and Ishii, S. (2008)
    Collaborative prediction by multiple Bayesian networks and its application to printer usage modeling.
    Behaviormetrika, 35(2), pp. 99-114.
  • Tamei, T., Ishii, S., and Shibata, T. (2008)
    Virtual force/tactile sensors for interactive machines using user's biological signals.
    Advanced Robotics, 22(8), pp. 893-911.
  • Hirayama, J., Nakatomi, M., Takenouchi, T., and Ishii, S. (2008)
    α-Bayesian collaboration of multiple predictors and its applications to hybrid recommendation and user modeling. 
    Neural Information Processing - Letters and Reviews, 12(1-3), pp. 11-20.
  • Shikauchi, M., Ishii, S., and Shibata, T. (2008)
    Prediction of aperiodic target sequences by saccades.
    Behavioural Brain Research, 189(2), pp.325-31.
  • Osaga, S., Hirayama, J., Takenouchi, T., and Ishii, S. (2008)
    A probabilistic modeling of MOSAIC learning. 
    Artificial Life and Robotics, 12(1-2) , 167-171.
  • Makino, K., Nakamura, Y., Shibata, T., Ishii, S. (2008)
    Adaptive control of a looper-like robot based on the CPG-actor-critic Method. 
    Artificial Life and Robotics, 12(1-2) ,pp.129-132.
  • Tomioka, N., Oba, S., Ohira, M., Misra, A., Fridlyland, J., Ishii, S., Nakamura, Y., Isogai, E., Hirata, T., Yoshida, Y., Todo, S., Kaneko, Y., Albertson, D. G., Pinkel, D., Feurstein, B. G., and Nakagawara, A. (2008) 
    Novel risk stratification of patients with neuroblastoma by genomic signature which is independent of molecular signature.
    Oncogene, 27(4), pp.441-449.
  • Yukinawa, N., Takenouchi, T., Oba, S., and Ishii, S. (2008)
    Combining multiple decisions: Applications to bioinformatics.
    Journal of Physics: Conference Series, 95, 12-18.

Conference papers

  • Asahina, A., Hirayama, J., and Ishii, S. (2008)
    Interpreting dopamine activities in stochastic reward tasks.
    The 15th International Conference on Neural Information Processing (ICONIP), Auckland, New Zealand.
    * Received Best APNNA Student Paper Award.
  • Hirayama, J. and Ishii, S. (2008)
    A closed-form estimator of fully visible Boltzmann machines.
    The 15th International Conference on Neural Information Processing (ICONIP), Auckland, New Zealand.
  • Takenouchi, T. and Ishii, S. (2008)
    Ternary Bradley-Terry model-based decoding for multi-class classification.
    IEEE International Workshop on Machine Learning for Signal Processing (MLSP).
  • Hiei, Y., Mori, T., and Ishii, S. (2008) 
    Self-organized reinforcement learning based on policy gradient in nonstationary environment. 
    International Conference on Artificial Neural Networks (ICANN).
  • Taniguchi, Y., Mori, T., and Ishii, S. (2008) 
    A continuous internal-state controller for partially observable Markov decision processes. 
    International Conference on Artificial Neural Networks (ICANN).
  • T. Ueno, M. Kawanabe, T. Mori, S. Maeda, and S. Ishii. (2008)
    A semiparametric statistical approach to model-free policy evaluation.
    The 25th International Conference on Machine Learning (ICML 2008), pp. 1072-1079, Helsinki, Finland.
  • Kanemura, A., Maeda, S., and Ishii, S. (2008)
    Subspace selection for resolution synthesis.
    Subspace2008 in conjunction with MIRU2008, pp. 15-19, Karuizawa, Japan.
  • Maeda, C., Oba, S. , Yukinawa, N. and Ishii, S.(2008)
    Detection of multiple overlapping string-shaped objects using special clustering.
    International Symposium on Artificial Life and Robotics (AROB 13th '08), GS18-5.
  • Sodebayashi, K., Oba, S., and Ishii, S. (2008)
    Two-Way Factor Analysis for Missing Value Estimation of Matrix Data.
    International Symposium on Artificial Life and Robotics (AROB 13th '08), GS5-6.
  • Ishihara, A., Hirayama, J., Takenouchi, T., and Ishii, S. (2008)
    A Unified Approach to Collaborative and Feature-based Recommendation based on Probabilistic Latant Semantic Models.
    International Symposium on Artificial Life and Robotics (AROB 13th '08), GS17-2.
  • Nomura, H., Oba, S., and Ishii, S. (2008)
    Re-weighted ODP for differential gene expression analysis.
    International Symposium on Artificial Life and Robotics (AROB 13th '08), GS5-2.
  • Furuya, M., Oba, S., and Ishii, S. (2008)
    Collaborative filtering based on a Weighted Maximum Margin Matrix Factorization.
    International Symposium on Artificial Life and Robotics (AROB 13th '08), GS14-5.
  • Nanjoh, N., Mori, T., and Ishii, S. (2008)
    An effective reinforcement learning with automatic construction of basis function and sequential approximation.
    International Symposium on Artificial Life and Robotics (AROB 13th '08), GS2-3.
  • Kazuhiro, T., Mori, T., and Ishii, S. (2008)
    Active Sampling based on Gaussian Process for Reinforcement Learning.
    International Symposium on Artificial Life and Robotics (AROB 13th '08), GS1-2.
  • Yano, N., Shibata, T., and Ishii, S. (2008)
    Adaptive Particle Allocation for Multifocal Visual Attention based on Particle Filtering.
    International Symposium on Artificial Life and Robotics (AROB 13th '08), GS16-4.