| Non-negative multiple tensor factorization K Takeuchi, R Tomioka, K Ishiguro, A Kimura, H Sawada 2013 IEEE 13th International Conference on Data Mining, 1199-1204, 2013 | 70 | 2013 |
| Few-shot learning of neural networks from scratch by pseudo example optimization A Kimura, Z Ghahramani, K Takeuchi, T Iwata, N Ueda arXiv preprint arXiv:1802.03039, 2018 | 65 | 2018 |
| Autoregressive tensor factorization for spatio-temporal predictions K Takeuchi, H Kashima, N Ueda 2017 IEEE international conference on data mining (ICDM), 1105-1110, 2017 | 59 | 2017 |
| Localized lasso for high-dimensional regression M Yamada, T Koh, T Iwata, J Shawe-Taylor, S Kaski Artificial Intelligence and Statistics, 325-333, 2017 | 55 | 2017 |
| Non-negative multiple matrix factorization K Takeuchi, K Ishiguro, A Kimura, H Sawada Twenty-third international joint conference on artificial intelligence, 2013 | 45 | 2013 |
| Towards automatic image understanding and mining via social curation K Ishiguro, A Kimura, K Takeuchi 2012 IEEE 12th International Conference on Data Mining, 906-911, 2012 | 34 | 2012 |
| Interpretable knowledge tracing: Simple and efficient student modeling with causal relations S Minn, JJ Vie, K Takeuchi, H Kashima, F Zhu Proceedings of the AAAI conference on artificial intelligence 36 (11), 12810 …, 2022 | 31 | 2022 |
| Cross-domain recommendation without shared users or items by sharing latent vector distributions T Iwata, K Takeuchi Proceedings of the Eighteenth International Conference on Artificial …, 2015 | 26 | 2015 |
| Predicting anesthetic infusion events using machine learning N Miyaguchi, K Takeuchi, H Kashima, M Morita, H Morimatsu Scientific reports 11 (1), 23648, 2021 | 20 | 2021 |
| Hierarchical cluster analysis of dense GPS data and examination of the nature of the clusters associated with regional tectonics in Taiwan A Takahashi, M Hashimoto, JC Hu, K Takeuchi, MC Tsai, Y Fukahata Journal of Geophysical Research: Solid Earth 124 (5), 5174-5191, 2019 | 20 | 2019 |
| Structurally regularized non-negative tensor factorization for spatio-temporal pattern discoveries K Takeuchi, Y Kawahara, T Iwata Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017 | 18 | 2017 |
| Crowdsourcing evaluation of saliency-based XAI methods X Lu, A Tolmachev, T Yamamoto, K Takeuchi, S Okajima, T Takebayashi, ... Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021 | 17 | 2021 |
| Estimating Counterfactual Treatment Outcomes Over Time in Complex Multiagent Scenarios K Fujii, K Takeuchi, A Kuribayashi, N Takeishi, Y Kawahara, K Takeda IEEE Transactions on Neural Networks and Learning Systems, 2024 | 16 | 2024 |
| Mobile network failure event detection and forecasting with multiple user activity data sets M Oki, K Takeuchi, Y Uematsu Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 14 | 2018 |
| Time series link prediction using nmf F Mutinda, A Nakashima, K Takeuchi, Y Sasaki, M Onizuka Journal of Information Processing 27, 752-761, 2019 | 13 | 2019 |
| Fast deterministic CUR matrix decomposition with accuracy assurance Y Ida, S Kanai, Y Fujiwara, T Iwata, K Takeuchi, H Kashima International Conference on Machine Learning, 4594-4603, 2020 | 11 | 2020 |
| Succinct trit-array trie for scalable trajectory similarity search S Kanda, K Takeuchi, K Fujii, Y Tabei Proceedings of the 28th International Conference on Advances in Geographic …, 2020 | 11 | 2020 |
| Datafying city: Detecting and accumulating spatio-temporal events by vehicle-mounted sensors Y Kishino, K Takeuchi, Y Shirai, F Naya, N Ueda 2017 IEEE International Conference on Big Data (Big Data), 4098-4104, 2017 | 10 | 2017 |
| Higher order fused regularization for supervised learning with grouped parameters K Takeuchi, Y Kawahara, T Iwata Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015 | 10 | 2015 |
| Grab the reins of crowds: Estimating the effects of crowd movement guidance using causal inference K Takeuchi, R Nishida, H Kashima, M Onishi arXiv preprint arXiv:2102.03980, 2021 | 8 | 2021 |
Hisashi KashimaProfessor, Kyoto UniversityGeverifieerd e-mailadres voor i.kyoto-u.ac.jp
