Yoshitaka Kameya

カメヤヨシタカ | Yoshitaka Kameya

Affiliation and department：
Job title： Associate Professor

Research field (1)： Intelligent informatics

Research keywords (3)：人工知能 , 機械学習 , Data Mining

Research theme for competitive and other funds (7)：

2020 - 2023 人間本位の機械学習基盤としての識別パターン発見技術の開発
2012 - 2014 Explanatory Analysis of Probabilistic Graphical Models based on Discriminative Pattern Mining
2008 - 2011 Inference-based Hypothesis-finding and its Application to Systems Biology
確率論理プログラミング
データマイニング技法に基づく進化論的計算

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Papers (25)：

Yoshitaka Kameya, Kentaro Hayashi. Bottom-Up Cell Suppression that Preserves the Missing-at-random Condition. Trust, Privacy and Security in Digital Business. 2016. 9830. 65-78
Yoshitaka Kameya. An Exhaustive Covering Approach to Parameter-Free Mining of Non-redundant Discriminative Itemsets. BIG DATA ANALYTICS AND KNOWLEDGE DISCOVERY, DAWAK 2016. 2016. 9829. 143-159
Taisuke Sato, Keiichi Kubota, Yoshitaka Kameya. A Logic-based Approach to Generatively Defined Discriminative Modeling. CoRR. 2014. abs/1410.3935
Gabriel Synnaeve, Katsumi Inoue, Andrei Doncescu, Hidetomo Nabeshima, Yoshitaka Kameya, Masakazu Ishihata, Taisuke Sato. Discretized Kinetic Models for Abductive Reasoning in Systems Biology. In: Ana Fred, Joaquim Filipe, and Hugo Gamboa (eds.), Biomedical Engineering Systems and Technologies: Revised Selected Papers from the 4th International Joint Conference (BIOSTEC 2011), Communications in Computer and Information Science. 2013. 273. 141-154
Yoshitaka Kameya, Taisuke Sato. RP-growth: Top-k Mining of Relevant Patterns with Minimum Support Raising. Proceedings of the Twelfth SIAM International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012. 2012. 816-827

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MISC (15)：

Yoshida Akihito, Kameya Yoshitaka. Accelerating Bayesian Optimization Algorithms with Likelihood Filtering. Proceedings of the IEICE General Conference. 2015. 2015. 1. 103-103
Discriminative Pattern Mining and Related Algorithms. 2013. 53. 7-14
Masakazu Ishihata, Yoshitaka Kameya, Taisuke Sato, Shin-Ich Minato. Propositionalizing the EM algorithm by BDDs. Transactions of the Japanese Society for Artificial Intelligence. 2010. 25. 3. 475-484
Yoshitaka Kameya, Gabriel Synnaeve, Andrei Doncescu, Katsumi Inoue, Taisuke Sato. A Bayesian Hybrid Approach to Unsupervised Time Series Discretization. Proceedings of the 15th Conference on Technologies and Applications of Artificial Intelligence (TAAI 2010). 2010. to appear
SATO Taisuke, KAMEYA Yoshitaka, Taisuke Sato, Yoshitaka Kameya, Dept. of Computer Science Graduate School of Information Science and Engineering Tokyo Institute of Technology, Dept. of Computer Science Graduate School of Information Science and Engineering Tokyo Institute of Technology. Logical Approaches in Graphical Models(<Special Issue>Development of Bayesian Networks and Probabilistic Information Processing). Journal of Japanese Society for Artificial Intelligence. 2007. 22. 3. 306-319

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Lectures and oral presentations (4)：

Evaluating abductive hypotheses using an EM algorithm on BDDs
(The 21st International Joint Conference on Artificial Intelligence (IJCAI-2009) 2009)
Evaluating abductive hypotheses using an EM algorithm on BDDs
(The 21st International Joint Conference on Artificial Intelligence (IJCAI-2009) 2009)
Yet more efficient EM learning for parameterized logic programs by inter-goal sharing
(2004)
Yet more efficient EM learning for parameterized logic programs by inter-goal sharing
(2004)

Education (3)：

- 2000 Tokyo Institute of Technology Information Science and Engineering Computer Science
- 2000 Tokyo Institute of Technology Graduate School of Information Science and Engineering Department of Computer Science
- 1995 Tokyo Institute of Technology School of Engineering Department of Computer Science

Professional career (1)：

Work history (5)：

2022/04 - 現在 Meijo University Department of Information Engineering, Faculty of Information Engineering Associate Professor
2012/04 - 2022/03 Meijo University Department of Information Engineering, Faculty of Science and Technology Associate Professor
2007/04 - 2012/03 Tokyo Institute of Technology Department of Computer Science, Graduate School of Information Science and Engineering, Assistant Professor
2003/05 - 2007/03 Tokyo Institute of Technology Department of Computer Science, Graduate School of Information Science and Engineering Research Associate
2001 - 2003 新日鉄ソリューションズ株式会社研究員

Awards (1)：

Association Membership(s) (1)：

人工知能学会

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