Akinori FUJINO

Affiliation:

Current Interests:

Publications:

Selected Journal Papers

Machine Learning

• Fujino, A., Ueda, N., and Nagata, M. (2013). Adaptive semi-supervised learning on labeled and unlabeled data with different distributions. Knowledge and Information Systems (KAIS), Springer, 37(1), 129-154. [DOI link]

• Duh, K. and Fujino, A. (2012). Flexible sample selection strategies for transfer learning in ranking. Information Processing and Management (IP&M), Elsevier, 48(3), 502-512. [DOI link]

• Fujino, A., Ueda, N., and Saito, K. (2008). Semisupervised learning for a hybrid generative/discriminative classifier based on the maximum entropy principle. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 30(3), 424-437. [IEEE Xplore] [DOI link]

• Fujino, A., Ueda, N., and Saito, K. (2007). A hybrid generative/discriminative approach to text classification with additional information. Information Processing and Management (IP&M), Elsevier, 43(2), 379-392 (invited paper). [DOI link]

Natural Language Processing

• Fujita, S. and Fujino, A. (2013). Word sense disambiguation by combining labeled data expansion and semi-supervised learning method. ACM Transactions on Asian Language Information Processing (TALIP), 12(2), Article No. 7. [DOI link]

Medical Informatics

• Kurasawa, H., Hayashi, K., Fujino, A., Takasugi, K., Haga, T., Waki, K., Noguchi, T., and Ohe, K. (2016). Machine learning-based prediction of a missed scheduled clinical appointment by patients with diabetes. Journal of Diabetes Science and Technology, 10(3), 730-736. [DOI link]

Speech Motor Control

• Erickson, D., Yoshida, K., Menezes, C., Fujino, A., Mochida, T., and Shibuya, Y. (2006). Exploratory study of some acoustic and articulatory characteristics of sad speech. Phonetica, 63(1), 1-25.

• Honda, M., Fujino, A. and Kaburagi, T. (2002). Compensatory responces of articulators to unexpected perturbation of the palate shape. Journal of Phonetics, 30, 281-302.

All Journal Papers (both English and Japanese)

International Conference

Awards:

• ACL 2012 Best Paper Award
  Shindo, H., Miyao, Y., Fujino, A., and Nagata, M. Bayesian symbol-refined tree substitution grammars for syntactic parsing.