| 2022 | IJCNLP | Robustness Evaluation of Text Classification Models Using Mathematical Optimization and Its Application to Adversarial Training. | Hikaru Tomonari, Masaaki Nishino, Akihiro Yamamoto |
| 2021 | AAAI | Differentiable Inductive Logic Programming for Structured Examples. | Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto |
| 2021 | DIS | HTML-LSTM: Information Extraction from HTML Tables in Web Pages Using Tree-Structured LSTM. | Kazuki Kawamura, Akihiro Yamamoto |
| 2020 | DIS | Mining Disjoint Sequential Pattern Pairs from Tourist Trajectory Data. | Siqi Peng, Akihiro Yamamoto |
| 2020 | ECAI | Metric Learning for Ordered Labeled Trees with pq-grams. | Hikaru Shindo, Masaaki Nishino, Yasuaki Kobayashi, Akihiro Yamamoto |
| 2019 | COCOA | Algorithms and Hardness Results for the Maximum Balanced Connected Subgraph Problem. | Yasuaki Kobayashi, Kensuke Kojima, Norihide Matsubara, Taiga Sone, Akihiro Yamamoto |
| 2019 | IJCNN | Automatic Source Code Summarization with Extended Tree-LSTM. | Yusuke Shido, Yasuaki Kobayashi, Akihiro Yamamoto, Atsushi Miyamoto, Tadayuki Matsumura |
| 2018 | ILP | Using Binary Decision Diagrams to Enumerate Inductive Logic Programming Solutions. | Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto |
| 2017 | BIBE | Protein-Protein Interaction Extraction from Text by Selecting Linguistic Features. | Thi Thanh Thuy Phan, Takenao Ohkawa, Akihiro Yamamoto |
| 2017 | COCOA | Improved Methods for Computing Distances Between Unordered Trees Using Integer Programming. | Eunpyeong Hong, Yasuaki Kobayashi, Akihiro Yamamoto |
| 2016 | AAAI | Inductive Logic Programming: Challenges. | Katsumi Inoue, Hayato Ohwada, Akihiro Yamamoto |
| 2015 | DIS | Periodical Skeletonization for Partially Periodic Pattern Mining. | Keisuke Otaki, Akihiro Yamamoto |
| 2015 | DIS | Tree PCA for Extracting Dominant Substructures from Labeled Rooted Trees. | Tomoya Yamazaki, Akihiro Yamamoto, Tetsuji Kuboyama |
| 2015 | ICFCA | Edit Operations on Lattices for MDL-based Pattern Summarization. | Keisuke Otaki, Akihiro Yamamoto |
| 2014 | AAAI | A Sparse Parameter Learning Method for Probabilistic Logic Programs. | Masaaki Nishino, Akihiro Yamamoto, Masaaki Nagata |
| 2014 | DIS | Fast Computation of the Tree Edit Distance between Unordered Trees Using IP Solvers. | Seiichi Kondo, Keisuke Otaki, Madori Ikeda, Akihiro Yamamoto |
| 2014 | ISAIM | A Sufficient Condition for Learning Unbounded Unions of Languages with Refinement Operators. | Tomohiko Okayama, Ryo Yoshinaka, Keisuke Otaki, Akihiro Yamamoto |
| 2014 | PAKDD | Local Feature Selection by Formal Concept Analysis for Multi-class Classification. | Madori Ikeda, Akihiro Yamamoto |
| 2014 | PAKDD | Outlier Detection Based on Leave-One-Out Density Using Binary Decision Diagrams. | Takuro Kutsuna, Akihiro Yamamoto |
| 2011 | ICCS | Semi-supervised Learning for Mixed-Type Data via Formal Concept Analysis. | Mahito Sugiyama, Akihiro Yamamoto |
| 2011 | ICDM | A Fast and Flexible Clustering Algorithm Using Binary Discretization. | Mahito Sugiyama, Akihiro Yamamoto |
| 2011 | ILP | Discovering Ligands for TRP Ion Channels Using Formal Concept Analysis. | Mahito Sugiyama, Kentaro Imajo, Keisuke Otaki, Akihiro Yamamoto |
| 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 | ALT | Learning Figures with the Hausdorff Metric by Fractals. | Mahito Sugiyama, Eiju Hirowatari, Hideki Tsuiki, Akihiro Yamamoto |
| 2010 | ASPDAC | SOC for car navigation system with a 55.3GOPS image recognition engine. | Hiroyuki Hamasaki, Yasuhiko Hoshi, Atsushi Nakamura, Akihiro Yamamoto, Hideaki Kido, Shoji Muramatsu |
| 2010 | DIS | Incremental Mining of Closed Frequent Subtrees. | Viet Anh Nguyen, Akihiro Yamamoto |
| 2010 | ICDM | Frequent Closed Itemset Mining with Privacy Preserving for Distributed Databases. | Shin-ya Kuno, Koichiro Doi, Akihiro Yamamoto |
| 2009 | CCA | Sigma^0_alpha - Admissible Representations (Extended Abstract). | Matthew de Brecht, Akihiro Yamamoto |
| 2009 | DIS | Discovering the Structures of Open Source Programs from Their Developer Mailing Lists. | Dinh Anh Nguyen, Koichiro Doi, Akihiro Yamamoto |
| 2009 | ETFA | Sound Source Tracking and Obstacle Avoidance for a Mobile Robot. | Naoki Uchiyama, Akihiro Yamamoto, Shigenori Sano, Shoji Takagi |
| 2008 | ALT | Topological Properties of Concept Spaces. | Matthew de Brecht, Akihiro Yamamoto |
| 2008 | DIS | Finding Frequent Patterns from Compressed Tree-Structured Data. | Seiji Murakami, Koichiro Doi, Akihiro Yamamoto |
| 2008 | PAKDD | Kernel Functions Based on Derivation. | Koichiro Doi, Akihiro Yamamoto |
| 2007 | DIS | An Intentional Kernel Function for RNA Classification. | Hiroshi Sankoh, Koichiro Doi, Akihiro Yamamoto |
| 2006 | ALT | Mind Change Complexity of Inferring Unbounded Unions of Pattern Languages from Positive Data. | Matthew de Brecht, Akihiro Yamamoto |
| 2006 | ILP | An Efficient Algorithm for Computing Kernel Function Defined with Anti-unification. | Koichiro Doi, Tetsuya Yamashita, Akihiro Yamamoto |
| 2003 | EJC | Finding Similar Stories by Using Sequences of Occurence Vectors. | Akira Ogiso, Akihiro Yamamoto |
| 2002 | ALT | Minimised Residue Hypotheses in Relevant Logic. | Bertram Fronhfer, Akihiro Yamamoto |
| 2001 | ILP | Modelling Semi-structured Documents with Hedges for Deduction and Induction. | Akihiro Yamamoto, Kimihito Ito, Akira Ishino, Hiroki Arimura |
| 2000 | ALT | Hypotheses Finding via Residue Hypotheses with the Resolution Principle. | Akihiro Yamamoto, Bertram Fronhfer |
| 2000 | ILP | New Conditions for the Existence of Least Generalizations under Relative Subsumption. | Akihiro Yamamoto |
| 1998 | ALT | Logical Aspects of Several Bottom-Up Fittings. | Akihiro Yamamoto |
| 1998 | DIS | Finding Hypotheses from Examples by Computing the Least Generalization of Bottom Clauses. | Kimihito Ito, Akihiro Yamamoto |
| 1998 | ICIP | A Digital Watermark based on the Wavelet Transform and its Robustness on Image Compression. | Hisashi Inoue, Akio Miyazaki, Akihiro Yamamoto, Takashi Katsura |
| 1997 | ILP | Which Hypotheses Can Be Found with Inverse Entailment? | Akihiro Yamamoto |
| 1994 | ALT | Learning from Examples with Typed Equational Programming. | Akira Ishino, Akihiro Yamamoto |
| 1993 | ALT | Generalized Unification as Background Knowledge in Learning Logic Programs. | Akihiro Yamamoto |
| 1992 | ALT | Polynomial-Time MAT Learning of Multilinear Logic Programs. | Kimihito Ito, Akihiro Yamamoto |
| 1992 | ITC | Parity-Scan Design to Reduce the Cost of Test Application. | Hideo Fujiwara, Akihiro Yamamoto |
| 1989 | COLT | Elementary Formal System as a Unifying Framework for Language Learning. | Setsuo Arikawa, Takeshi Shinohara, Akihiro Yamamoto |
| 1987 | ICLP | A Theoretical Combination of SLD-Resolution and Narrowing. | Akihiro Yamamoto |