Akinori FUJINO
Japanese version is here.
Affiliation:
Learning and Intelligent Systems Research Group
Innovative Communication Laboratory
Communication Science Laboratories
Nippon Telegraph and Telephone Corporation
Current Interests:
Machine Learning
Data Mining
Publications:
Selected Journal Papers
Machine Learning
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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]
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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]
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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]
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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
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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
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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
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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.
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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.
Awards:
Last update: 2016.5.9 by A.Fujino