Publications

Selected Journal

  1. Y. Fukazawa, N. Yamamoto, T. Hamatani, K. Ochiai, A. Uchiyama, K. Ohta: Smartphone-based Mental State Estimation: A Survey from a Machine Learning Perspective, Journal of Information Processing, Volume 28 ,16-30, 2020.
  2. Y. Fukazawa, T. Ito, T. Okimura, Y. Yamashita, T. Maeda, J. Ota: Predicting anxiety state using smartphone-based passive sensing, Journal of Biomedical Informatics, Elsevier, 93, 2019.
  3. Y. Fukazawa, Mark Kröll, Markus Strohmaier, J. Ota:“IR based Task-Model Learning: Automating the hierarchical structuring of tasks”. Web Intelligence 14(1): 31-41, 2016.
  4. M. Luther, Y. Fukazawa, M. Wagner, S. Kurakake: “Situational reasoning for task-oriented mobile service recommendation,” Knowledge Eng. Review, Vol. 23, No.1, pp.7-19, 2008.
  5. Y. Fukazawa, C. Trevai, J. Ota and T. Arai: “Acquisition of Intermediate Goals for an Agent Executing Multiple Tasks,” IEEE Transactions on Robotics, Vol.22, No.5, pp.1034-1040, 2006.

Selected Conference

  1. K. Ochiai, Kohei Senkawa, N. Yamamoto, Y. Tanaka and Y. Fukazawa: Real-time On-Device Troubleshooting Recommendation for Smartphones, ACM KDD 2019 Applied Data Science Track, Oral, 2019.
  2. K. Ochiai, F. Putri,Y. Fukazawa: Local App Classification using Deep Neural Network based on Mobile App Market Data, Proceedings of IEEE International Conference on Pervasive Computing and Communications (PerCom) 2019 Industry Track
  3. Dandan Zhu, Y. Fukazawa, Eleftherios Karapetsas and J. Ota, “ Intuitive Topic Discovery by Incorporating Word-Pair’s Connection into LDA,” IEEE/WIC/ACM International Conference on Web Intelligence, pp.303-310, 2012.
  4. Y. Fukazawa, M. Hara, M. Onogi, H. Ueno: “Automatic mobile menu customization based on user operation history,” Mobile HCI 2009.
  5. Y. Fukazawa, T.Naganuma, K.Fujii and S.Kurakake: “Construction and Use of Role-ontology for Task-based Service Navigation System,” ISWC2006 5th International Semantic Web Conference, pp.806-819, 2006.
  6. Y. Fukazawa, C. Trevai , J. Ota, H. Yuasa, T. Arai, and H. Asama: “Region Exploration Path Planning for a Mobile Robot Expressing Working Environment by Grid Points,” Proc. 2003 IEEE Int. Conf. Robotics and Automat., pp.2448-2454, 2003.
  7. Y. Fukazawa, C. Trevai , J. Ota, H. Yuasa, T. Arai , H. Asama: “Controlling a Mobile Robot That Searches for and Rearranges Objects with Unknown Locations and Shapes,” Proc. 2003 IEEE/RSJ Int. Conf. Intell. Robots and Systems (IROS2003), pp.1721-1726, 2003.