研究成果

2018

ジャーナル

  • Kishan Wimarawarne, Makoto Yamada, Hiroshi Mamitsuka.
    Convex Coupled Matrix and Tensor Completion.
    Neural Computation, 2018, to appear.
  • Makoto Yamada, Jiliang Tang, Jose Lugo-Martinez, Ermin Hodzic, Raunak Shrestha,  Avishek Saha, Hua Ouyang,  Dawei Yin, Hiroshi Mamitsuka, Cenk Sahinalp, Predrag Radivojac, Philipo Menczer, Yi Chang.
    Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data.
    IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018.
  • Yue Wang, Dawei Yin, Roger Jie Luo, Penguyan Wnag, Makoto Yamada, Yi Chang, Qiaozhu Mei.
    Optimizing Whole-Page Presentation for Web Search.
    ACM Transactions on the Web (TWEB), 2018.
  • Wisdom of Crowds for Synthetic Accessibility Evaluation.
    Yukino Baba, Tetsu Isomura, Hisashi Kashima.
    Journal of Molecular Graphics and Modelling, Vol.80, pp.217-223, 2018.
  • Atsuto Seko, Hiroyuki Hayashi, Hisashi Kashima, Isao Tanaka.
    Matrix- and Tensor-based Recommender Systems for the Discovery of Currently Unknown Inorganic Compounds.
    Physical Review Materials, Vol.2, No.1, 2018.
  • Takuya Kuwahara, Yukino Baba, Hisashi Kashima, Takeshi Kishikawa, Junichi Tsurumi, Tomoyuki Haga, Yoshihiro Ujiie, Takamitsu Sasaki, Hideki Matsushima.
    Supervised and Unsupervised Intrusion Detection Based on CAN Message Frequencies for In-Vehicle Network.
    Journal of Information Processing, 2018.

国際会議

  • Hirotaka Akita, Kosuke Nakago, Tomoki Komatsu, Yohei Sugawara, Shin-ichi Maeda, Yukino Baba, Hisashi Kashima.
    BayesGrad: Explaining Predictions of Graph Convolutional Networks.
    In Proceedings of the 25th International Conference on Neural Information Processing (ICONIP), 2018.
  • Ryoma Sato, Takehiro Yamamoto, Hisashi Kashima.
    Short-term Precipitation Prediction with Skip-connected PredNet.
    In Proceedings of the 27th International Conference on Artificial Neural Networks (ICANN), 2018.
  • Jiyi Li, Hisashi Kashima.
    Incorporating Worker Similarity for Label Aggregation in Crowdsourcing.
    In Proceedings of the 27th International Conference on Artificial Neural Networks (ICANN), 2018.
  • Makoto Yamada, Yuta Umezu, Kenji Fukumizu, Ichiro Takeuchi.
    Post Selection Inference with Kernels.
    In Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS), 2018.
  • Jiyi Li, Yukino Baba, Hisashi Kashima.
    Simultaneous Clustering and Ranking from Pairwise Comparisons.
    In Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI), pp.XX-XX, 2018.
  • Guoxi Zhang, Tomoharu Iwata, Hisashi Kashima.
    On Reducing Dimensionality of Labeled Data Efficiently.
    In Proceedings of the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2018.
  • Takuya Kuwahara, Yukino Baba, Hisashi Kashima, Takeshi Kishikawa, Junichi Tsurumi, Tomoyuki Haga, Yoshihiro Ujiie, Takamitsu Sasaki, Hideki Matsushima.
    Payload-based Statistical Intrusion Detection for In-vehicle Networks.
    In Proceedings of the Australian Workshop on Machine Learning for Cyber-security (co-located with PAKDD 2018), 2018
  • Ryusuke Takahama, Yukino Baba, Nobuyuki Shimizu, Sumio Fujita, Hisashi Kashima.
    AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling.
    In Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI), 2018.
  • Yukino Baba, Tomoumi Takase, Kyohei Atarashi, Satoshi Oyama, Hisashi Kashima.
    Data Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges.
    In Proceedings of the 8th Symposium on Educational Advances in Artificial Intelligence (EAAI), 2018.
  • Junpei Naito, Yukino Baba, Hisashi Kashima, Takenori Takaki, Takuya Funo.
    Predictive Modeling of Learning Continuation in Preschool Education Using Temporal Patterns of Development Tests
    In Proceedings of the 8th Symposium on Educational Advances in Artificial Intelligence (EAAI), 2018.

国内会議・研究会


2017

ジャーナル

国際会議

国内会議・研究会


2016

ジャーナル

国際会議


国内会議・研究会

その他


2015

ジャーナル

国際会議


国内会議・研究会

その他

2014

ジャーナル


国際会議


国内会議・研究会

その他


2014年3月以前(当研究室発足以前)の研究業績についてはこちらもご覧ください。