| Fairness-aware classifier with prejudice remover regularizer T Kamishima, S Akaho, H Asoh, J Sakuma Joint European Conference on Machine Learning and Knowledge Discovery in …, 2012 | 344 | 2012 |
| Fairness-aware learning through regularization approach T Kamishima, S Akaho, J Sakuma 2011 IEEE 11th International Conference on Data Mining Workshops, 643-650, 2011 | 242 | 2011 |
| Fast approximate similarity search in extremely high-dimensional data sets ME Houle, J Sakuma 21st International Conference on Data Engineering (ICDE'05), 619-630, 2005 | 134 | 2005 |
| Local search for multiobjective function optimization: Pareto descent method K Harada, J Sakuma, S Kobayashi Proceedings of the 8th annual conference on Genetic and evolutionary …, 2006 | 93 | 2006 |
| Robust audio adversarial example for a physical attack H Yakura, J Sakuma arXiv preprint arXiv:1810.11793, 2018 | 60 | 2018 |
| Using Fully Homomorphic Encryption for Statistical Analysis of Categorical, Ordinal and Numerical Data. W Lu, S Kawasaki, J Sakuma IACR Cryptol. ePrint Arch. 2016, 1163, 2016 | 60 | 2016 |
| Constraint-handling method for multi-objective function optimization: Pareto descent repair operator K Harada, J Sakuma, I Ono, S Kobayashi International Conference on Evolutionary Multi-Criterion Optimization, 156-170, 2007 | 59 | 2007 |
| Enhancement of the Neutrality in Recommendation. T Kamishima, S Akaho, H Asoh, J Sakuma Decisions@ RecSys, 8-14, 2012 | 48 | 2012 |
| Privacy-preserving genome-wide association studies on cloud environment using fully homomorphic encryption WJ Lu, Y Yamada, J Sakuma BMC medical informatics and decision making 15 (5), 1-8, 2015 | 43 | 2015 |
| Prediction with model-based neutrality K Fukuchi, T Kamishima, J Sakuma IEICE TRANSACTIONS on Information and Systems 98 (8), 1503-1516, 2015 | 40 | 2015 |
| Uniform sampling of local pareto-optimal solution curves by pareto path following and its applications in multi-objective GA K Harada, J Sakuma, S Kobayashi, I Ono Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007 | 40 | 2007 |
| Extrapolation-directed crossover for real-coded GA: overcoming deceptive phenomena by extrapolative search J Sakuma, S Kobayashi Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No …, 2001 | 37 | 2001 |
| Malware analysis of imaged binary samples by convolutional neural network with attention mechanism H Yakura, S Shinozaki, R Nishimura, Y Oyama, J Sakuma Proceedings of the Eighth ACM Conference on Data and Application Security …, 2018 | 34 | 2018 |
| Extrapolation-Directed Crossover for Job-shop Scheduling Problems: Complementary Combination with JOX. J Sakuma, S Kobayashi GECCO, 973-980, 2000 | 33 | 2000 |
| Collusion-resistant privacy-preserving data mining B Yang, H Nakagawa, I Sato, J Sakuma Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010 | 29 | 2010 |
| Privacy-preserving reinforcement learning J Sakuma, S Kobayashi, RN Wright Proceedings of the 25th international conference on Machine learning, 864-871, 2008 | 29 | 2008 |
| Adaptive isolation model using data clustering for multimodal function optimization S Ando, J Sakuma, S Kobayashi Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005 | 29 | 2005 |
| Large-scale k-means clustering with user-centric privacy-preservation J Sakuma, S Kobayashi Knowledge and Information Systems 25 (2), 253-279, 2010 | 28 | 2010 |
| Evolutionary Multi-Criterion Optimization: 4th International Conference, EMO 2007, Matsushima, Japan, March 5-8, 2007, Proceedings S Obayashi, K Deb, C Poloni, T Hiroyasu, T Murata Springer, 2007 | 28* | 2007 |
| Efficiency Improvement of Neutrality-Enhanced Recommendation. T Kamishima, S Akaho, H Asoh, J Sakuma Decisions@ RecSys, 1-8, 2013 | 27 | 2013 |
Toshihiro KamishimaNational Institute of Advanced Industrial Science and Technology (AIST)Verified email at kamishima.net
