| 2023 | FlAIRS | Visualization of Learning Process in Feature Space. | Tomohiro Inoue, Noboru Murata, Taiki Sugiura |
| 2021 | CVPR | Spatio-Temporal Predictive Network for Videos With Physical Properties. | Yuka Aoyagi, Noboru Murata, Hidetomo Sakaino |
| 2021 | PERCOM | Designing Comprehensive Cyber Threat Analysis Platform: Can We Orchestrate Analysis Engines? | Takeshi Takahashi, Yuki Umemura, Chansu Han, Tao Ban, Keisuke Furumoto, Ohnori Nakamura, Katsunari Yoshioka, Jun'ichi Takeuchi, Noboru Murata, Yoshiaki Shiraishi |
| 2021 | TrustCom | Multi-label Positive and Unlabeled Learning and its Application to Common Vulnerabilities and Exposure Categorization. | Masaki Aota, Tao Ban, Takeshi Takahashi, Noboru Murata |
| 2020 | ISCC | Automation of Vulnerability Classification from its Description using Machine Learning. | Masaki Aota, Hideaki Kanehara, Masaki Kubo, Noboru Murata, Bo Sun, Takeshi Takahashi |
| 2020 | WACV | CAFM: A 3D Morphable Model for Animals. | Yifan Sun, Noboru Murata |
| 2019 | CAIP | Retrieved Image Refinement by Bootstrap Outlier Test. | Hayato Watanabe, Hideitsu Hino, Shotaro Akaho, Noboru Murata |
| 2019 | ICANN | Sleep State Analysis Using Calcium Imaging Data by Non-negative Matrix Factorization. | Mizuo Nagayama, Toshimitsu Aritake, Hideitsu Hino, Takeshi Kanda, Takehiro Miyazaki, Masashi Yanagisawa, Shotaro Akaho, Noboru Murata |
| 2019 | ICONIP | On a Convergence Property of a Geometrical Algorithm for Statistical Manifolds. | Shotaro Akaho, Hideitsu Hino, Noboru Murata |
| 2019 | SAC | Real-time botnet detection using nonnegative tucker decomposition. | Hideaki Kanehara, Yuma Murakami, Jumpei Shimamura, Takeshi Takahashi, Daisuke Inoue, Noboru Murata |
| 2018 | ICONIP | Geometrical Formulation of the Nonnegative Matrix Factorization. | Shotaro Akaho, Hideitsu Hino, Neneka Nara, Noboru Murata |
| 2018 | ICONIP | Information Geometric Perspective of Modal Linear Regression. | Keishi Sando, Shotaro Akaho, Noboru Murata, Hideitsu Hino |
| 2016 | ICDE | Change-point detection in a sequence of bags-of-data. | Kensuke Koshijima, Hideitsu Hino, Noboru Murata |
| 2016 | ICONIP | An Entropy Estimator Based on Polynomial Regression with Poisson Error Structure. | Hideitsu Hino, Shotaro Akaho, Noboru Murata |
| 2016 | ICONIP | Non-parametric e-mixture of Density Functions. | Hideitsu Hino, Ken Takano, Shotaro Akaho, Noboru Murata |
| 2016 | ICONIP | MDL Criterion for NMF with Application to Botnet Detection. | Shoma Tanaka, Yuki Kawamura, Masanori Kawakita, Noboru Murata, Jun'ichi Takeuchi |
| 2015 | CEC | Analytical estimation of the convergence point of populations. | Noboru Murata, Ryuei Nishii, Hideyuki Takagi, Yan Pei |
| 2014 | ICANN | A Non-parametric Maximum Entropy Clustering. | Hideitsu Hino, Noboru Murata |
| 2014 | ICANN | An Algorithm for Directed Graph Estimation. | Hideitsu Hino, Atsushi Noda, Masami Tatsuno, Shotaro Akaho, Noboru Murata |
| 2014 | ICANN | Sampling Hidden Parameters from Oracle Distribution. | Sho Sonoda, Noboru Murata |
| 2013 | CAIP | Pairwise Similarity for Line Extraction from Distorted Images. | Hideitsu Hino, Jun Fujiki, Shotaro Akaho, Yoshihiko Mochizuki, Noboru Murata |
| 2012 | ICONIP | Robust Hypersurface Fitting Based on Random Sampling Approximations. | Jun Fujiki, Shotaro Akaho, Hideitsu Hino, Noboru Murata |
| 2012 | ICPR | Sliced inverse regression with conditional entropy minimization. | Hideitsu Hino, Keigo Wakayama, Noboru Murata |
| 2011 | CAIP | Robust Hyperplane Fitting Based on k-th Power Deviation and α-Quantile. | Jun Fujiki, Shotaro Akaho, Hideitsu Hino, Noboru Murata |
| 2011 | ICANN | A Computationally Efficient Information Estimator for Weighted Data. | Hideitsu Hino, Noboru Murata |
| 2011 | ICASSP | Speaker recognition using multiple kernel learning based on conditional entropy minimization. | Tetsuji Ogawa, Hideitsu Hino, Nima Reyhani, Noboru Murata, Tetsunori Kobayashi |
| 2011 | ICMLA | Extraction of Basic Patterns of Household Energy Consumption. | Haoyang Shen, Hideitsu Hino, Noboru Murata, Shinji Wakao |
| 2011 | ICMLA | A Measure of Credibility of Solar Power Prediction. | Haoyang Shen, Hideitsu Hino, Noboru Murata, Shinji Wakao |
| 2011 | Interspeech | Speaker Verification Robust to Talking Style Variation Using Multiple Kernel Learning Based on Conditional Entropy Minimization. | Tetsuji Ogawa, Hideitsu Hino, Noboru Murata, Tetsunori Kobayashi |
| 2010 | ICMLA | Multiple Kernel Learning by Conditional Entropy Minimization. | Hideitsu Hino, Nima Reyhani, Noboru Murata |
| 2010 | ICPR | Self-Calibration of Radially Symmetric Distortion by Model Selection. | Jun Fujiki, Hideitsu Hino, Yumi Usami, Shotaro Akaho, Noboru Murata |
| 2010 | IDEAL | A Generalization of Independence in Naive Bayes Model. | Yu Fujimoto, Noboru Murata |
| 2009 | CAIP | Calibration of Radially Symmetric Distortion by Fitting Principal Component. | Hideitsu Hino, Yumi Usami, Jun Fujiki, Shotaro Akaho, Noboru Murata |
| 2009 | IC3K | Item-user Preference Mapping with Mixture Models - Data Visualization for Item Preference. | Yu Fujimoto, Hideitsu Hino, Noboru Murata |
| 2009 | ISNN | An Information Theoretic Perspective of the Sparse Coding. | Hideitsu Hino, Noboru Murata |
| 2009 | PAKDD | Item Preference Parameters from Grouped Ranking Observations. | Hideitsu Hino, Yu Fujimoto, Noboru Murata |
| 2006 | SDM | Robust Estimation for Mixture of Probability Tables based on beta-likelihood. | Yu Fujimoto, Noboru Murata |
| 2005 | ICASSP | Effects of norms on learning properties of support vector machines. | Kazushi Ikeda, Noboru Murata |
| 2004 | ICONIP | The Most Robust Loss Function for Boosting. | Takafumi Kanamori, Takashi Takenouchi, Shinto Eguchi, Noboru Murata |
| 2000 | IJCNN | Optimization on Support Vector Machines. | Joo Pedro Pedroso, Noboru Murata |
| 1997 | IWANN | Statistical Analysis of Regularization Constant - From Bayes, MDL and NIC Points of View. | Shun-ichi Amari, Noboru Murata |