| 2021 | ICDM | Isolation Kernel Density Estimation. | Kai Ming Ting, Takashi Washio, Jonathan R. Wells, Hang Zhang |
| 2020 | KDD | Isolation Distributional Kernel: A New Tool for Kernel based Anomaly Detection. | Kai Ming Ting, Bi-Cun Xu, Takashi Washio, Zhi-Hua Zhou |
| 2019 | ACML | SPoD-Net: Fast Recovery of Microscopic Images Using Learned ISTA. | Satoshi Hara, Weichih Chen, Takashi Washio, Tetsuichi Wazawa, Takeharu Nagai |
| 2018 | AISTATS | Cause-Effect Inference by Comparing Regression Errors. | Patrick Blbaum, Dominik Janzing, Takashi Washio, Shohei Shimizu, Bernhard Schlkopf |
| 2018 | ICDM | Which Outlier Detector Should I use? | Kai Ming Ting, Sunil Aryal, Takashi Washio |
| 2018 | SDM | A Rare and Critical Condition Search Technique and its Application to Telescope Stray Light Analysis. | Keiichi Kisamori, Takashi Washio, Yoshio Kameda, Ryohei Fujimaki |
| 2017 | DSAA | Machine Learning Independent of Population Distributions for Measurement. | Takashi Washio, Gaku Imamura, Genki Yoshikawa |
| 2017 | ESANN | A novel principle for causal inference in data with small error variance. | Patrick Blbaum, Shohei Shimizu, Takashi Washio |
| 2014 | ICDM | Mp-Dissimilarity: A Data Dependent Dissimilarity Measure. | Sunil Aryal, Kai Ming Ting, Gholamreza Haffari, Takashi Washio |
| 2014 | PAKDD | Improving iForest with Relative Mass. | Sunil Aryal, Kai Ming Ting, Jonathan R. Wells, Takashi Washio |
| 2013 | ICDM | A Novel Structural AR Modeling Approach for a Continuous Time Linear Markov System. | Marina Demeshko, Takashi Washio, Yoshinobu Kawahara |
| 2013 | KDD | Efficiently rewriting large multimedia application execution traces with few event sequences. | Christiane Kamdem Kengne, Lon Constantin Fopa, Alexandre Termier, Noha Ibrahim, Marie-Christine Rousset, Takashi Washio, Miguel Santana |
| 2012 | ICANN | Estimation of Causal Orders in a Linear Non-Gaussian Acyclic Model: A Method Robust against Latent Confounders. | Tatsuya Tashiro, Shohei Shimizu, Aapo Hyvrinen, Takashi Washio |
| 2012 | ICDM | Anomalous Neighborhood Selection. | Satoshi Hara, Takashi Washio |
| 2012 | ICDM | Enhancing the Analysis of Large Multimedia Applications Execution Traces with FrameMiner. | Christiane Kamdem Kengne, Lon Constantin Fopa, Noha Ibrahim, Alexandre Termier, Marie-Christine Rousset, Takashi Washio |
| 2012 | ICDM | Bootstrap Confidence Intervals in DirectLiNGAM. | Kittitat Thamvitayakul, Shohei Shimizu, Tsuyoshi Ueno, Takashi Washio, Tatsuya Tashiro |
| 2012 | ICONIP | Group Sparse Inverse Covariance Selection with a Dual Augmented Lagrangian Method. | Satoshi Hara, Takashi Washio |
| 2012 | ICONIP | Robust Active Learning for Linear Regression via Density Power Divergence. | Yasuhiro Sogawa, Tsuyoshi Ueno, Yoshinobu Kawahara, Takashi Washio |
| 2012 | PRICAI | Mining Rules for Rewriting States in a Transition-Based Dependency Parser. | Akihiro Inokuchi, Ayumu Yamaoka, Takashi Washio, Yuji Matsumoto, Masayuki Asahara, Masakazu Iwatate, Hideto Kazawa |
| 2011 | ICDM | Analysis of Residence Time in Shopping Using RFID Data - An Application of the Kernel Density Estimation to RFID. | Shinya Miyazaki, Takashi Washio, Katsutoshi Yada |
| 2011 | ICDM | Density Estimation Based on Mass. | Kai Ming Ting, Takashi Washio, Jonathan R. Wells, Fei Tony Liu |
| 2011 | UAI | Discovering causal structures in binary exclusive-or skew acyclic models. | Takanori Inazumi, Takashi Washio, Shohei Shimizu, Joe Suzuki, Akihiro Yamamoto, Yoshinobu Kawahara |
| 2010 | DIS | Graph Classification Based on Optimizing Graph Spectra. | Nguyen Duy Vinh, Akihiro Inokuchi, Takashi Washio |
| 2010 | GRC | Development of Data Mining Platform MUSASHI Towards Service Computing. | Kohei Ichikawa, Katsutoshi Yada, Takashi Washio |
| 2010 | ICANN | Discovery of Exogenous Variables in Data with More Variables Than Observations. | Yasuhiro Sogawa, Shohei Shimizu, Aapo Hyvrinen, Takashi Washio, Teppei Shimamura, Seiya Imoto |
| 2010 | ICONIP | Stationary Subspace Analysis as a Generalized Eigenvalue Problem. | Satoshi Hara, Yoshinobu Kawahara, Takashi Washio, Paul von Bnau |
| 2010 | IJCNN | An experimental comparison of linear non-Gaussian causal discovery methods and their variants. | Yasuhiro Sogawa, Shohei Shimizu, Yoshinobu Kawahara, Takashi Washio |
| 2010 | PAKDD | GTRACE2: Improving Performance Using Labeled Union Graphs. | Akihiro Inokuchi, Takashi Washio |
| 2010 | SDM | Mining Frequent Graph Sequence Patterns Induced by Vertices. | Akihiro Inokuchi, Takashi Washio |
| 2009 | KES | Optimization of Budget Allocation for TV Advertising. | Kohei Ichikawa, Katsutoshi Yada, Namiko Nakachi, Takashi Washio |
| 2008 | ICDM | A Fast Method to Mine Frequent Subsequences from Graph Sequence Data. | Akihiro Inokuchi, Takashi Washio |
| 2008 | KES | A Bank Run Model in Financial Crises. | Katsutoshi Yada, Takashi Washio, Yasuharu Ukai, Hisao Nagaoka |
| 2008 | PKAW | Pruning Strategies Based on the Upper Bound of Information Gain for Discriminative Subgraph Mining. | Kouzou Ohara, Masahiro Hara, Kiyoto Takabayashi, Hiroshi Motoda, Takashi Washio |
| 2008 | SDM | A Range Query Approach for High Dimensional Euclidean Space Based on EDM Estimation. | Kentarou Kido, Hiroshi Kuwajima, Takashi Washio |
| 2007 | ICDM | Robust Unsupervised and Semisupervised Bounded C-Support Vector Machines. | Kun Zhao, Ying-Jie Tian, Naiyang Deng, Hiroshi Kuwajima, Takashi Washio |
| 2007 | PAKDD | Applications of Data Mining in E-Business Finance: Introduction. | Carlos Soares, Yonghong Peng, Jun Meng, Takashi Washio, Zhi-Hua Zhou |
| 2006 | ICDM | A Method to Search ARX Model Orders and Its Application to Sales Dynamics Analysis. | Kenta Fukata, Takashi Washio, Hiroshi Motoda |
| 2006 | ICDM | Modeling Dynamic Substate Chains among Massive States for Prediction. | Viet Phuong Nguyen, Takashi Washio |
| 2006 | PAKDD | Constructing Decision Trees for Graph-Structured Data by Chunkingless Graph-Based Induction. | Phu Chien Nguyen, Kouzou Ohara, Akira Mogi, Hiroshi Motoda, Takashi Washio |
| 2006 | PKAW | Extracting Discriminative Patterns from Graph Structured Data Using Constrained Search. | Kiyoto Takabayashi, Phu Chien Nguyen, Kouzou Ohara, Hiroshi Motoda, Takashi Washio |
| 2005 | DIS | SCALETRACK: A System to Discover Dynamic Law Equations Containing Hidden States and Chaos. | Takashi Washio, Fuminori Adachi, Hiroshi Motoda |
| 2005 | ICDM | Efficient Mining of High Branching Factor Attribute Trees. | Alexandre Termier, Marie-Christine Rousset, Michle Sebag, Kouzou Ohara, Takashi Washio, Hiroshi Motoda |
| 2005 | ICDM | Mining Quantitative Frequent Itemsets Using Adaptive Density-Based Subspace Clustering. | Takashi Washio, Yuki Mitsunaga, Hiroshi Motoda |
| 2005 | IJCAI | Discovering Time Differential Law Equations Containing Hidden State Variables and Chaotic Dynamics. | Takashi Washio, Fuminori Adachi, Hiroshi Motoda |
| 2005 | PAKDD | Cl-GBI: A Novel Approach for Extracting Typical Patterns from Graph-Structured Data. | Phu Chien Nguyen, Kouzou Ohara, Hiroshi Motoda, Takashi Washio |
| 2004 | KDD | Density-based spam detector. | Kenichi Yoshida, Fuminori Adachi, Takashi Washio, Hiroshi Motoda, Teruaki Homma, Akihiro Nakashima, Hiromitsu Fujikawa, Katsuyuki Yamazaki |
| 2004 | KES | Consumer Behavior Analysis by Graph Mining Technique. | Katsutoshi Yada, Hiroshi Motoda, Takashi Washio, Asuka Miyawaki |
| 2003 | DIS | Performance Evaluation of Decision Tree Graph-Based Induction. | Warodom Geamsakul, Takashi Matsuda, Tetsuya Yoshida, Hiroshi Motoda, Takashi Washio |
| 2003 | ISMIS | Development of Generic Search Method Based on Transformation Invariance. | Fuminori Adachi, Takashi Washio, Hiroshi Motoda, Atsushi Fujimoto, Hidemitsu Hanafusa |
| 2003 | PAKDD | Classifier Construction by Graph-Based Induction for Graph-Structured Data. | Warodom Geamsakul, Takashi Matsuda, Tetsuya Yoshida, Hiroshi Motoda, Takashi Washio |
| 2002 | DIS | Mining Patterns from Structured Data by Beam-Wise Graph-Based Induction. | Takashi Matsuda, Hiroshi Motoda, Tetsuya Yoshida, Takashi Washio |
| 2002 | ICDM | Adaptive Ripple Down Rules Method based on Minimum Description Length Principle. | Tetsuya Yoshida, Hiroshi Motoda, Takashi Washio |
| 2002 | PRICAI | Case Generation Method for Constructing an RDR Knowledge Base. | Keisei Fujiwara, Tetsuya Yoshida, Hiroshi Motoda, Takashi Washio |
| 2002 | PRICAI | Knowledge Discovery from Structured Data by Beam-Wise Graph-Based Induction. | Takashi Matsuda, Hiroshi Motoda, Tetsuya Yoshida, Takashi Washio |
| 2002 | PRICAI | Extension of the RDR Method That Can Adapt to Environmental Changes and Acquire Knowledge from Both Experts and Data. | Takuya Wada, Tetsuya Yoshida, Hiroshi Motoda, Takashi Washio |
| 2001 | IDA | S | Masahiro Terabe, Takashi Washio, Hiroshi Motoda |
| 2001 | PAKDD | Knowledge Acquisition from Both Human Expert and Data. | Takuya Wada, Hiroshi Motoda, Takashi Washio |
| 2000 | DIS | Nonequilibrium Thermodynamics from Time Series Data Analysis. | Hiroshi H. Hasegawa, Takashi Washio, Yukari Ishimiya, Takeshi Saito |
| 2000 | DIS | Graph-Based Induction for General Graph Structured Data and Its Application to Chemical Compound Data. | Takashi Matsuda, Tadashi Horiuchi, Hiroshi Motoda, Takashi Washio |
| 2000 | ICML | Enhancing the Plausibility of Law Equation Discovery. | Takashi Washio, Hiroshi Motoda, Yuji Niwa |
| 2000 | PAKDD | Extension of Graph-Based Induction for General Graph Structured Data. | Takashi Matsuda, Tadashi Horiuchi, Hiroshi Motoda, Takashi Washio |
| 1999 | DIS | "Thermodynamics" from Time Series Data Analysis. | Hiroshi H. Hasegawa, Takashi Washio, Yukari Ishimiya |
| 1999 | DIS | Derivation of the Topology Structure from Massive Graph Data. | Akihiro Inokuchi, Takashi Washio, Hiroshi Motoda |
| 1999 | DIS | Graph-Based Induction for General Graph Structured Data. | Takashi Matsuda, Tadashi Horiuchi, Hiroshi Motoda, Takashi Washio, Kohei Kumazawa, Naohide Arai |
| 1999 | IJCAI | Discovering Admissible Model Equations from Observed Data Based on Scale-Types and Identity Constrains. | Takashi Washio, Hiroshi Motoda, Yuji Niwa |
| 1999 | PAKDD | Basket Analysis for Graph Structured Data. | Akihiro Inokuchi, Takashi Washio, Hiroshi Motoda, Kouhei Kumasawa, Naohide Arai |
| 1999 | PAKDD | A Data Pre-processing Method Using Association Rules of Attributes for Improving Decision Tree. | Masahiro Terabe, Osamu Katai, Tetsuo Sawaragi, Takashi Washio, Hiroshi Motoda |
| 1999 | PAKDD | Characterization of Default Knowledge in Ripple Down Rules Method. | Takuya Wada, Tadashi Horiuchi, Hiroshi Motoda, Takashi Washio |
| 1998 | AAAI | Discovering Admissible Simultaneous Equations of Large Scale Systems. | Takashi Washio, Hiroshi Motoda |
| 1998 | DIS | Development of SDS2: Smart Discovery System for Simultaneous Equation Systems. | Takashi Washio, Hiroshi Motoda |
| 1998 | PAKDD | Mining Association Rules for Estimation and Prediction. | Takashi Washio, Hiroshi Motoda |
| 1997 | IJCAI | Discovering Admissible Models of Complex Systems Based on Scale-Types and Idemtity Constraints. | Takashi Washio, Hiroshi Motoda |
| 1996 | ECAI | A Study of Organizational Learning in Multi-Agent Systems. | Masahiro Terabe, Takashi Washio, Osamu Katai, Tetsuo Sawaragi |
| 1996 | PRICAI | A History-Oriented Envisioning Method. | Takashi Washio, Hiroshi Motoda |