On-Line Learning Methods for Gaussian Processes. - Shigeyuki Oba; Masa-aki Sato; Shin Ishii (ICANN, 2001)

Missing Value Estimation Using Mixture of PCAs. - Shigeyuki Oba; Masa-aki Sato; Ichiro Takemasa; Morito Monden; Ken-ichi Matsubara; Shin Ishii (ICANN, 2002)

Incremental Sparse Kernel Machine. - Masa-aki Sato; Shigeyuki Oba (ICANN, 2002)

Clustering of Gene Expression Data by Mixture of PCA Models. - Taku Yoshioka; Ryouko Morioka; Kazuo Kobayashi; Shigeyuki Oba; Naotake Ogasawara; Shin Ishii (ICANN, 2002)

Prior Hyperparameters in Bayesian PCA. - Shigeyuki Oba; Masa-aki Sato; Shin Ishii (ICANN, 2003)

A Bayesian missing value estimation method for gene expression profile data. - Shigeyuki Oba; Masa-aki Sato; Ichiro Takemasa; Morito Monden; Ken-ichi Matsubara; Shin Ishii (Bioinform., 2003)

Variational Bayes method for Mixture of Principal Component Analyzers. - Shigeyuki Oba; Masa-aki Sato; Shin Ishii (Syst. Comput. Jpn., 2003)

Multi-Scale Clustering for Gene Expression Profiling Data. - Shigeyuki Oba; Kikuya Kato; Shin Ishii (BIBE, 2005)

Multi-class Pattern Classification Based on a Probabilistic Model of Combining Binary Classifiers. - Naoto Yukinawa; Shigeyuki Oba; Kikuya Kato; Shin Ishii (ICANN (2), 2005)

Semi-supervised Significance Score of Differential Gene Expressions. - Shigeyuki Oba; Shin Ishii (ICANN (2), 2006)

Semi-supervised discovery of differential genes. - Shigeyuki Oba; Shin Ishii (BMC Bioinform., 2006)

Heterogeneous Component Analysis. - Shigeyuki Oba; Motoaki Kawanabe; Klaus-Robert Müller; Shin Ishii (NIPS, 2007)

Parameter estimation for von Mises-Fisher distributions. - Akihiro Tanabe; Kenji Fukumizu; Shigeyuki Oba; Takashi Takenouchi; Shin Ishii (Comput. Stat., 2007)

Combfit: A Normalization Method for Array CGH Data. - Shigeyuki Oba; Nobumoto Tomioka; Miki Ohira; Shin Ishii (Inf. Media Technol., 2007)

Optimal Aggregation of Binary Classifiers for Multiclass Cancer Diagnosis Using Gene Expression Profiles. - Naoto Yukinawa; Shigeyuki Oba; Kikuya Kato; Shin Ishii (IEEE ACM Trans. Comput. Biol. Bioinform., 2009)

Visual attention model involving feature-based inhibition of return. - Shinji Hotta; Shigeyuki Oba; Shin Ishii (Artif. Life Robotics, 2010)

Microscopic image restoration based on tensor factorization of rotated patches. - Masayuki Kouno; Ken Nakae; Shigeyuki Oba; Shin Ishii (Artif. Life Robotics, 2013)

Decoding spatial attention by using cortical currents estimated from electroencephalography with near-infrared spectroscopy prior information. - Hiroshi Morioka; Atsunori Kanemura; Satoshi Morimoto; Taku Yoshioka; Shigeyuki Oba; Motoaki Kawanabe; Shin Ishii (NeuroImage, 2014)

A Statistical Method of Identifying Interactions in Neuron-Glia Systems Based on Functional Multicell Ca2+ Imaging. - Ken Nakae; Yuji Ikegaya; Tomoe Ishikawa; Shigeyuki Oba; Hidetoshi Urakubo; Masanori Koyama; Shin Ishii (PLoS Comput. Biol., 2014)

Computational Complexity Reduction for Functional Connectivity Estimation in Large Scale Neural Network. - JeongHun Baek; Shigeyuki Oba; Junichiro Yoshimoto; Kenji Doya; Shin Ishii (ICONIP (3), 2015)

Inverse Reinforcement Learning Based on Behaviors of a Learning Agent. - Shunsuke Sakurai; Shigeyuki Oba; Shin Ishii (ICONIP (1), 2015)

Efficient Monte Carlo Image Analysis for the Location of Vascular Entity. - Henrik Skibbe; Marco Reisert; Shin-ichi Maeda; Masanori Koyama; Shigeyuki Oba; Kei Ito; Shin Ishii (IEEE Trans. Medical Imaging, 2015)

Robust discriminative tracking via query-by-bagging. - Kourosh Meshgi; Shigeyuki Oba; Shin Ishii (AVSS, 2016)

Data-Driven Probabilistic Occlusion Mask to Promote Visual Tracking. - Kourosh Meshgi; Shin-ichi Maeda; Shigeyuki Oba; Shin Ishii (CRV, 2016)

An occlusion-aware particle filter tracker to handle complex and persistent occlusions. - Kourosh Meshgi; Shin-ichi Maeda; Shigeyuki Oba; Henrik Skibbe; Yu-zhe Li; Shin Ishii (Comput. Vis. Image Underst., 2016)

Active collaborative ensemble tracking. - Kourosh Meshgi; Maryam Sadat Mirzaei; Shigeyuki Oba; Shin Ishii (AVSS, 2017)

Efficient Version-Space Reduction for Visual Tracking. - Kourosh Meshgi; Shigeyuki Oba; Shin Ishii (CRV, 2017)

Estimation of the Change of Agents Behavior Strategy Using State-Action History. - Shihori Uchida; Shigeyuki Oba; Shin Ishii (ICANN (2), 2017)

Efficient asymmetric co-tracking using uncertainty sampling. - Kourosh Meshgi; Maryam Sadat Mirzaei; Shigeyuki Oba; Shin Ishii (ICSIPA, 2017)

Active discriminative tracking using collective memory. - Kourosh Meshgi; Shigeyuki Oba; Shin Ishii (MVA, 2017)

Constructing a meta-tracker using Dropout to imitate the behavior of an arbitrary black-box tracker. - Kourosh Meshgi; Shin-ichi Maeda; Shigeyuki Oba; Shin Ishii (Neural Networks, 2017)

Efficient Diverse Ensemble for Discriminative Co-Tracking. - Kourosh Meshgi; Shigeyuki Oba; Shin Ishii (CVPR, 2018)

Information-Maximizing Sampling to Promote Tracking-By-Detection. - Kourosh Meshgi; Maryam Sadat Mirzaei; Shigeyuki Oba (ICIP, 2018)

Characterization of electroencephalography signals for estimating saliency features in videos. - Zhen Liang; Yasuyuki Hamada; Shigeyuki Oba; Shin Ishii (Neural Networks, 2018)

Long and Short Memory Balancing in Visual Co-Tracking Using Q-Learning. - Kourosh Meshgi; Maryam Sadat Mirzaei; Shigeyuki Oba (ICIP, 2019)

Brain Dynamics Encoding from Visual Input during Free Viewing of Natural Videos. - Zhen Liang; Hiroshi Higashi; Shigeyuki Oba; Shin Ishii (IJCNN, 2019)

Online motion synthesis framework using a simple mass model based on predictive coding. - Jae-Pyung Hwang; Shin Ishii; Shigeyuki Oba (Symposium on Computer Animation, 2019)

An unsupervised EEG decoding system for human emotion recognition. - Zhen Liang; Shigeyuki Oba; Shin Ishii (Neural Networks, 2019)

Leveraging Tacit Information Embedded in CNN Layers for Visual Tracking. - Kourosh Meshgi; Maryam Sadat Mirzaei; Shigeyuki Oba (ACCV (2), 2020)

Modularized Predictive Coding-Based Online Motion Synthesis Combining Environmental Constraints and Motion-Capture Data. - Jae-Pyung Hwang; Shin Ishii; Taesoo Kwon; Shigeyuki Oba (IEEE Access, 2020)