知能創発環境研究グループ
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  • Tomoharu Iwata, James Lloyed, Zoubin Ghahramani, "Unsupervised Many-to-Many Object Matching for Relational Data," IEEE Transactions on Pattern Analysis and Machine Intelligence.
  • Jun Muramatsu, Kazuyuki Yoshimura, Peter Davis, Atsushi Uchida, Takahisa Harayama, "Secure Key Distribution Based on Bounded Observability," Proceedings of the IEEE, vol. 103, no. 10, pp. 1762-1780, 2015.
  • Naonori Ueda, Futoshi Naya, Hitoshi Shimizu, Tomoharu Iwata, Maya Okawa, and Hiroshi Sawada, "Real-time and Proactive Navigation via Spatio-temporal Prediction," The First International Workshop on Smart Cities: People, Technology and Data (in conjunction with UbiComp2015).
  • Yasue Kishino, Yutaka Yanagisawa, Yoshinari Shirai, Shin Mizutani, Futoshi Naya, Tadao Kitagawa, "A Habitat-monitoring System for an Endangered Fish using a Sensor Network," Ubicomp 2015 Adjunct Proceedings.
  • Mathieu Blondel, Akinori Fujino, Naonori Ueda, "Convex Factrization Machines," Proc. of the 25th European Conference on Machine Learning and Principles and the 18th Practice of Knowledge Discovery in Databases (ECML PKDD 2015) , 19-35.
  • Koh Takeuchi, Yoshinobu Kawahara, Tomoharu Iwata, "Higher Order Fused Lasso for Supervised Learning with Grouped Variables," Proc. of ECML/PKDD2015.
  • Jun Muramatsu, "Variable-length Lossy Source Code Using a Constrained-Random-Number Generator," IEEE Trans. Inf. Theory, vol. 61, no. 6, pp. 3574-3592, 2015.
  • Kazuya Ohara, Takuya Maekawa, Yasue Kishino, Yoshinari Shirai, Futoshi Naya, "Transferring Positioning Model for Device-free Passive Indoor Localization," Proc. of Ubicomp2015.
  • Yukino Baba, Hisashi Kashima, Yasunobu Nohara, Eiko Kai, Partha Ghosh, Rafiqul Islam, Ashir Ahmed, Masahiro Kuroda, Sozo Inoue, Tatsuo Hiramatsu, Michio Kimura, Shuji Shimizu, Kunihisa Kobayashi, Koji Tsuda, Masashi Sugiyama, Mathieu Blondel, Naonori Ueda, Masaru Kitsuregawa, Naoki Nakashima, "Predictive Approaches for Low-cost Preventive Medicine Program in Developing Countries," Proc. of KDD2015.
  • Mathieu Blondel, Akio Onogi, Hiroyoshi Iwata, Naonori Ueda, "A Ranking Approach to Genomic Selection," PLOS ONE.
  • S. Miyake and J. Muramastu, "Index coding over correlated sources," Proceedings of the 2015, IEEE International Symposium on Network Coding, pp. 36-40, 2015.
  • J. Muramatsu, "Variable-length lossy compression algorithms based on constrained random numbers, "Proceedings of the 2015 IEEE Data Compression Conference, p. 463, 2015.