論文

• Tony Ribeiro, Sophie Tourret, Maxime Folschette, Morgan Magnin, Domenico Borzacchiello, Francisco Chinesta, Olivier Roux, Katsumi Inoue. Learning Programs with Continuous Domains from State Transitions, In: Proceedings of the 27th International Conference on Inductive Logic Programming (ILP 2017; Orléans, France, September 4-6, 2017), Springer, to appear, Sept. 2017.
• Yin Jun Phua, Sophie Tourret, Tony Ribeiro, Katsumi Inoue. Learning Logic Program Representation for Delayed Systems with Limited Training Data, In: The 27th International Conference on Inductive Logic Programming (ILP 2017; Orléans, France, September 4-6, 2017), to appear, Sept. 2017.
• Sophie Tourret, Enguerrand Gentet, Katsumi Inoue. Learning Human-Understandable Description of Dynamical Systems from Feed-Forward Neural Networks, In: Fengyu Cong, Andrew Leung and Qinglai Wei (eds.), Advances in Neural Networks: Proceedings of the 14th International Symposium (ISNN 2017; Sapporo, Japan, June 21-23, 2017), Part 1, Lecture Notes in Computer Science, Springer, Vol. 10261, pp. 483-492, June 2017.

国際会議発表 (査読有り)

• Yin Jun Phua, Sophie Tourret, Katsumi Inoue. Learning Logic Program Representation from Delayed Interpretation Transition Using Recurrent Neural Networks, In: Proceedings of the 1st International Workshop on Symbolic-Neural Learning (SNL-2017; Nagoya, Japan, July 7-8, 2017), no. 10, July 2017.
• Enguerrand Gentet, Sophie Tourret, Katsumi Inoue. Learning from Interpretation Transition using Feed-Forward Neural Networks, In: James Cussens and Alessandra Russo (eds.), Proceedings of the 26th International Conference on Inductive Logic Programming (ILP 2016; London, UK) (Short papers), CEUR Workshop Proceedings, CEUR-WS.org, Vol. 1865, pp. 27-33, June 2017.

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