| Jun'ichi Takeuchi | Last modified date：2024.04.19 |
Professor /
Mathematical Informatics /
Department of Informatics /
Faculty of Information Science and Electrical Engineering
Presentations
| 1. | S. Kawanaka, Y. Kashiwabara, K. Miyamoto, M. Iida, C. Han, T. Ban, T. Takahashi, J. Takeuchi , Packet-Level Intrusion Detection Using LSTM Focusing on Personal Information and Payloads, The 18th Asia Joint Conference on Information Security, 2023.08. |
| 2. | K. Oshio, S. Takada, C. Han, A. Tanaka, J. Takeuchi, Flexible Function Estimation of IoT Malware Using Graph Embedding Technique, The 27th IEEE Symposium on Computers and Communications, 2022.07. |
| 3. | M. Iida, Y. Takeishi, J. Takeuchi, On Fisher Information Matrix for Simple Neural Networks With Softplus Activation, The 2022 IEEE International Symposium on Information Theory, 2022.07. |
| 4. | K. Miyamoto, H. Goto, R. Ishibashi, C. Han, T. Ban, T. Takahashi, J. Takeuchi, Malicious Packet Classification Based on Neural Network Using Kitsune Features, The Second International Conference on Intelligent Systems and Patterns Recognition, 2022.03. |
| 5. | R. Ishibashi, H. Goto, C. Han, T. Ban, T. Takahashi, J. Takeuchi, Which Packet Did They Catch? Associating NIDS Alerts with Their Communication Sessions, The 16th Asia Joint Conference on Information Security, 2021.08. |
| 6. | C. Han, J. Takeuchi, T. Takahashi, D. Inoue, Automated Detection of Malware Activities Using Nonnegative Matrix Factorization, The 20th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 2021.10. |
| 7. | R. Kawasoe, C. Han, R. Isawa, T. Takahashi and J. Takeuchi, Investigating Behavioral Differences between IoT Malware via Function Call Sequence Graphs, he 36th ACM/SIGAPP Symposium On Applied Computing, 2021.03. |
| 8. | Kohei Miyamoto, Jun'ichi Takeuchi, On MDL Estimation for Simple Contaminated Gaussian Location Families, The International Symposium on Information Theory and Its Applications 2020, 2020.10. |
| 9. | Shizen Kitazaki, Masanori Kawakita, Yutaka Jitsumatsu, Shigehide Kuhara, Akio Hiwatashi, Jun'ichi Takeuchi, Magnetic Resonance Angiography Image Restoration by Super Resolution Based on Deep Learning, The 2019 World Congress of the European Society for Magnetic Resonance in Medicine and Biology, 2019.10. |
| 10. | Chansu Han, Jumpei Shimamura, Takeshi Takahashi, Daisuke Inoue, Masanori Kawakita, Jun'ichi Takeuchi, Koji Nakao, Real-Time Detection of Malware Activities by Analyzing Darknet Traffic Using Graphical Lasso, The 18th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 2019.08. |
| 11. | Kazushi Mimura, Jun'ichi Takeuchi, Dynamics of Damped Approximate Message Passing Algorithms, 2019 IEEE Information Theory Workshop, 2019.08. |
| 12. | Kohei Miyamoto, Andrew R. Barron, Jun'ichi Takeuchi, Improved MDL Estimators Using Local Exponential Family Bundles Applied to Mixture Families, 2019 IEEE International Sympojium on Information Theory, 2019.07, [URL]. |
| 13. | Munenori Eto, Masanori Kawakita, Jun'ichi Takeuchi, Asymptotic Behavior of Typical Sets and the Smallest High Probability Set, The International Symposium on Information Theory and Its Applications 2018, 2018.10. |
| 14. | Jun'ichi Takeuchi, Hiroshi Nagaoka, Information Geometry of The Family of Markov Kernels Defined by A Context Tree, 2017 IEEE Information Theory Workshop, 2017.10. |
| 15. | Shoma Tanaka, Yuki Kawamura, Masanori Kawakita, Jun'ichi Takeuchi, MDL criterion for NMF with Application to Botnet Detection, the 2016 Data Mining and Cybersecurity Workshop, associated with the 23rd International Conference on Neural Information Processing,, 2016.10. |
| 16. | Chan-su Han, Kento Kono, Masanori Kawakita, Jun'ichi Takeuchi, Botnet Detection Using Graphical Lasso with Graph Density, the 2016 Data Mining and Cybersecurity Workshop, associated with the 23rd International Conference on Neural Information Processing,, 2016.10. |
| 17. | Yoshinari Takeishi, Jun'ichi Takeuchi, An Improved Upper Bound on Block Error Probability of Least Squares Superposition Codes with Unbiased Bernoulli Dictionary, 2016 IEEE International Symposium on Information Theory, 2016.07. |
| 18. | Masanori Kawakita, Jun'ichi Takeuchi, Barron and Cover's Theory in Supervised Learning and Its Application to Lasso, The 33rd International Conference on Machine Learning, 2016.06. |
| 19. | Jun'ichi Takeuchi, Andrew R. Barron, Stochastic complexity for tree models, 2014 IEEE Information Theory Workshop, 2014.11. |
| 20. | Norikazu Takahashi, Jiro Katayama, Jun'ichi Takeuchi, A Generalized Sufficient Condition for Global Convergence of Modified Multiplicative Updates for NMF, 2014 International Symposium on Nonlinear Theory and its Applications, 2014.09. |
| 21. | Jun'ichi Takeuchi, Andrew R. Barron, Asymptotically minimax regret for models with hidden variables, 2014 IEEE International Symposium on Information Theory, 2014.07. |
| 22. | Jiro Katayama, Norikazu Takahashi, Jun'ichi Takeuchi, Boundedness of modified multiplicative updates for nonnegative matrix factorization, The Fifth IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013.12. |
| 23. | Jun'ichi Takeuchi, Andrew R. Barron, Asymptotically Minimax Regret by Bayes Mixtures for Non-exponential Families, 2013 IEEE Information Theory Workshop, 2013.09. |
| 24. | Yoshinari Takeishi, Masanori Kawakita, Jun'ichi Takeuchi, Least Squares Superposition Codes with Bernoulli Dictionary are Still Reliable at Rates up to Capacity, 2013 IEEE International Symposium on Information Theory, 2013.07. |
| 25. | Jun'ichi Takeuchi, High Dimensional Data Analysis for Botnet Detection, the 19th International Conference on Neural Information Processing, 2012.11. |
| 26. | Sayaka Yamauchi, Masanori Kawakita, Jun'ichi Takeuchi, Botnet Detection based on Non-negative Matrix Factorization and the MDL Principle, the 19th International Conference on Neural Information Processing, 2012.11. |
| 27. | Kotaro Yamaguchi, Masanori Kawakita, Norikazu Takahashi, Jun'ichi Takeuchi, Information Theoretic Limit of Single Frame Superresolution, The Third International Conference on Emerging Security Technologies, 2012.09. |
| 28. | Jun'ichi Takeuchi, Yoshinari Takeishi, Sparse Superposition Codes with Discrete Dictionary, The 5th Workshop on Information Theoretic Methods in Science and Engineering, 2012.08. |
| 29. | Mariko Tsurusaki, Jun'ichi Takeuchi, Constant Markov Portfolio and Its Application to Universal Portfolio with Side Information, 2012 IEEE International Symposium on Information Theory, 2012.07. |
| 30. | Jun'ichi Takeuchi, Mariko Tsurusaki, Universal Prediction and Universal Portfolio, The 5th International IMBIC Conference MSAST 2010, 2011.12. |
| 31. | Jun'ichi Takeuchi, Botnet Detection Using Graphical Model Learning, The 4th International IMBIC Conference MSAST 2010, 2010.12. |
| 32. | Jun'ichi Takeuchi, Marko Tsurusaki, Universal portfolio and universal source coding, 統計数理研究所・研究集会「エルゴード理論、情報理論、計算機科学とその周辺」, 2011.03. |
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