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Publication Year

  • 2020
  • 2019
  • 2018
  • 2017
  • 2016

Author

  • Masayuki Goto
2020

Relational analysis model of weather conditions and sales patterns based on nonnegative tensor factorization

Okayama, S., Yamashita, H., Mikawa, K., Goto, M. & Yoshikai, T., 2020 Apr 17, In : International Journal of Production Research. 58, 8, p. 2477-2489 13 p.

Research output: Contribution to journalArticle

2019

An analytic model to represent relation between finish date of job-hunting and time-series variation of entry tendencies

Nagamori, S., Mikawa, K., Goto, M. & Ogihara, T., 2019 Jan 1, In : Industrial Engineering and Management Systems. 18, 3, p. 292-304 13 p.

Research output: Contribution to journalReview article

A Study on Analysis Methods of Latent Customer Purchase Behavior Focused on Membership Stage Growth

Yang, T., Yamashita, H. & Goto, M., 2019 May, Proceedings - 2019 IEEE/ACIS 4th International Conference on Big Data, Cloud Computing, and Data Science, BCD 2019. Iwashita, M., Shimoda, A. & Chertchom, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 148-153 6 p. 8885138. (Proceedings - 2019 IEEE/ACIS 4th International Conference on Big Data, Cloud Computing, and Data Science, BCD 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Visualization System of the Contribution of Learners in Software Development PBL Using GitHub

Miyashita, Y., Hazeyama, A., Hashiura, H., Goto, M. & Hirasawa, S., 2019 May 21, Proceedings - 25th Asia-Pacific Software Engineering Conference, APSEC 2018. IEEE Computer Society, p. 695-696 2 p. 8719425. (Proceedings - Asia-Pacific Software Engineering Conference, APSEC; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Binary document classification based on fast flux discriminant with similarity measure on word set

Okubo, K., Kumoi, G. & Goto, M., 2019 Jan 1, In : Industrial Engineering and Management Systems. 18, 2, p. 245-251 7 p.

Research output: Contribution to journalArticle

Customer clustering based on a latent class model representing preferences for item seasonality

Ninohira, M., Yamashita, H. & Goto, M., 2019 Jan 1, In : Journal of Japan Industrial Management Association. 69, 4 E, p. 195-206 12 p.

Research output: Contribution to journalArticle

Development of Debugging Exercise Extraction System using Learning History

Umezawa, K., Nakazawa, M., Goto, M. & Hirasawa, S., 2019 Dec, Proceedings - IEEE 10th International Conference on Technology for Education, T4E 2019. Chang, M., Rajendran, R., Kinshuk, K., Murthy, S. & Kamat, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 244-245 2 p. 8983736. (Proceedings - IEEE 10th International Conference on Technology for Education, T4E 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Greedy Features Quantity Selection Method from Multivariate Time Series Data for Customer Classification

Kumoi, G. & Goto, M., 2019 May, Proceedings - 2019 IEEE/ACIS 4th International Conference on Big Data, Cloud Computing, and Data Science, BCD 2019. Iwashita, M., Shimoda, A. & Chertchom, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 154-159 6 p. 8885219. (Proceedings - 2019 IEEE/ACIS 4th International Conference on Big Data, Cloud Computing, and Data Science, BCD 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Latent Class Models on Business Analytics

Goto, M., 2019 May, Proceedings - 2019 IEEE/ACIS 4th International Conference on Big Data, Cloud Computing, and Data Science, BCD 2019. Iwashita, M., Shimoda, A. & Chertchom, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 142-147 6 p. 8885147. (Proceedings - 2019 IEEE/ACIS 4th International Conference on Big Data, Cloud Computing, and Data Science, BCD 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

System evaluation of ternary error-correcting output codes for multiclass classification problems

Hirasawa, S., Kumoi, G., Yagi, H., Kobayashi, M., Goto, M., Sakai, T. & Inazumi, H., 2019 Oct, 2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2893-2898 6 p. 8914295. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Distance metric learning using each category centroid with nuclear norm regularization

Mikawa, K., Kobayashi, M., Goto, M. & Hirasawa, S., 2018 Feb 2, 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

System evaluation of construction methods for multi-class problems using binary classifiers

Hirasawa, S., Kumoi, G., Kobayashi, M., Goto, M. & Inazumi, H., 2018 Jan 1, Trends and Advances in Information Systems and Technologies. Springer-Verlag, p. 909-919 11 p. (Advances in Intelligent Systems and Computing; vol. 746).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2017

A Bayes prediction algorithm for model class composed of several subclasses

Goto, M., Kobayashi, M., Mikawa, K. & Hirasawa, S., 2017 Feb 2, Proceedings of 2016 International Symposium on Information Theory and Its Applications, ISITA 2016. Institute of Electrical and Electronics Engineers Inc., p. 121-125 5 p. 7840398

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adaptive prediction method based on alternating decision forests with considerations for generalization ability

Misawa, S., Mikawa, K. & Goto, M., 2017 Sep 1, In : Industrial Engineering and Management Systems. 16, 3, p. 384-391 8 p.

Research output: Contribution to journalArticle

An efficient learning method using a distributed support vector machine based on controlling data transger

Yukawa, K., Mikawa, K. & Goto, M., 2017, In : Journal of Japan Industrial Management Association. 68, 2, p. 86-98 13 p.

Research output: Contribution to journalArticle

A proposal for classification of document data with unobserved categories considering latent topics

Yamamoto, Y., Mikawa, K. & Goto, M., 2017 Jun 1, In : Industrial Engineering and Management Systems. 16, 2, p. 165-174 10 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Collaborative filtering analysis of consumption behavior based on the latent class model

Kobayashi, M., Mikawa, K., Goto, M. & Hirasawa, S., 2017 Nov 27, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1926-1931 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Collaborative filtering based on the latent class model for attributes

Kobayashi, M., Mikawa, K., Goto, M., Matsushima, T. & Hirasawa, S., 2017 Jan 1, Proceedings - 16th IEEE International Conference on Machine Learning and Applications, ICMLA 2017. Chen, X., Luo, B., Luo, F., Palade, V. & Wani, M. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 893-896 4 p. (Proceedings - 16th IEEE International Conference on Machine Learning and Applications, ICMLA 2017; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distance metric learning based on different ℓ1 regularized metric matrices in each category

Mikawa, K., Kobayashi, M., Goto, M. & Hirasawa, S., 2017 Feb 2, Proceedings of 2016 International Symposium on Information Theory and Its Applications, ISITA 2016. Institute of Electrical and Electronics Engineers Inc., p. 285-289 5 p. 7840431

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-valued classification of text data based on an ECOC approach using a ternary orthogonal table

Suzuki, L., Mikawa, K. & Goto, M., 2017 Jun 1, In : Industrial Engineering and Management Systems. 16, 2, p. 155-164 10 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2016

A Study of Distance Metric Learning by Considering the Distances between Category Centroids

Mikawa, K., Kobayashi, M., Goto, M. & Hirasawa, S., 2016 Jan 12, Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015. Institute of Electrical and Electronics Engineers Inc., p. 1645-1650 6 p. 7379422

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A study on distance metric learning by using different metric matrices in each category

Mikawa, K. & Goto, M., 2016, In : Journal of Japan Industrial Management Association. 66, 4, p. 335-347 13 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Language-independent word acquisition method using a state-transition model

Xu, B., Yamagishi, N., Suzuki, M. & Goto, M., 2016 Sep 1, In : Industrial Engineering and Management Systems. 15, 3, p. 224-230 7 p.

Research output: Contribution to journalArticle