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  • Takayuki Furuzuki
2017

A fast method for wind-integrated power systems static security analysis in the planning stage

Zhu, Y., Li, H. & Furuzuki, T., 2017 Jul 25, 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017. Institute of Electrical and Electronics Engineers Inc., p. 2036-2041 6 p. 7992364

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

2018

Oversampling the minority class in a multi-linear feature space for imbalanced data classification

Liang, P., Li, W. & Hu, J., 2018 Oct, In : IEEJ Transactions on Electrical and Electronic Engineering. 13, 10, p. 1483-1491 9 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

One-class classification using a support vector machine with a quasi-linear kernel

Liang, P., Li, W., Tian, H. & Furuzuki, T., 2018 Jan 1, (Accepted/In press) In : IEEJ Transactions on Electrical and Electronic Engineering.

Research output: Contribution to journalArticle

2 Citations (Scopus)

An Intelligent Transformer Warning Model based on Data-driven Bagging Decision Tree

Li, H., Li, Z., Hou, H., Sheng, G., Jiang, X. & Furuzuki, T., 2018 Nov 14, 2018 Condition Monitoring and Diagnosis, CMD 2018 - Proceedings. Abu-Siada, A. (ed.). Institute of Electrical and Electronics Engineers Inc., 8535665

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

2017

A multilayer gated bilinear classifier: From optimizing a deep rectified network to a support vector machine

Li, W. & Furuzuki, T., 2017 Jun 30, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-May. p. 140-146 7 p. 7965847

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

1 Citation (Scopus)

Distance metric learning with eigenvalue fine tuning

Wang, W., Zhang, Y. & Furuzuki, T., 2017 Jun 30, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-May. p. 502-509 8 p. 7965895

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

2016

A novel registration method based on coevolutionary strategy

Zhang, J. & Furuzuki, T., 2016 Nov 14, 2016 IEEE Congress on Evolutionary Computation, CEC 2016. Institute of Electrical and Electronics Engineers Inc., p. 2375-2380 6 p. 7744082

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

2 Citations (Scopus)

Quasi-ARX neural network based adaptive predictive control for nonlinear systems

Jami'in, M. A., Furuzuki, T., Marhaban, M. H., Sutrisno, I. & Mariun, N. B., 2016 Jan 1, In : IEEJ Transactions on Electrical and Electronic Engineering. 11, 1, p. 83-90 8 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2019

A Semi-supervised Classification Using Gated Linear Model

Ren, Y., Li, W. & Hu, J., 2019 Jul, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852099. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

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

2018

A Segmented Local Offset Method for Imbalanced Data Classification Using Quasi-Linear Support Vector Machine

Liang, P., Yuan, X., Li, W. & Furuzuki, T., 2018 Nov 26, 2018 24th International Conference on Pattern Recognition, ICPR 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-August. p. 746-751 6 p. 8545796

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

1 Citation (Scopus)
2019

A Convolutional Auto-Encoder Method for Anomaly Detection on System Logs

Cui, Y., Sun, Y., Furuzuki, T. & Sheng, G., 2019 Jan 16, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3057-3062 6 p. 8616515. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

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

2017

Stacked residual recurrent neural network with word weight for text classification

Cao, W., Song, A. & Hu, J., 2017 Aug 1, In : IAENG International Journal of Computer Science. 44, 3, p. 277-284 8 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Large-scale image classification using fast SVM with deep quasi-linear kernel

Liang, P., Li, W., Liu, D. & Furuzuki, T., 2017 Jun 30, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-May. p. 1064-1071 8 p. 7965970

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

3 Citations (Scopus)
2018

An updated functional annotation of protein-coding genes in the cucumber genome

Song, H., Lin, K., Furuzuki, T. & Pang, E., 2018 Mar 15, In : Frontiers in Plant Science. 9, 325.

Research output: Contribution to journalArticle

2017

A geometry-based two-step method for nonlinear classification using quasi-linear support vector machine

Li, W., Zhou, B., Chen, B. & Furuzuki, T., 2017 Nov 1, In : IEEJ Transactions on Electrical and Electronic Engineering. 12, 6, p. 883-890 8 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Nonlinear System Identification Using Quasi-ARX RBFN Models with a Parameter-Classified Scheme

Wang, L., Cheng, Y., Furuzuki, T., Liang, J. & Dobaie, A. M., 2017 Jan 1, In : Complexity. 2017, 8197602.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2019
4 Citations (Scopus)
2018

Acceleration of a CUDA-based hybrid genetic algorithm and its application to a flexible flow shop scheduling problem

Luo, J., Baz, D. E. & Hu, J., 2018 Aug 20, Proceedings - 2018 IEEE/ACIS 19th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2018. Hwang, H. J., Cai, L., Yeom, G. H., Matsuo, T., Kim, H. K., Yeo, H., Hong, C. S., Fukuta, N., Ito, T. & Miao, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 117-122 6 p. 8441112. (Proceedings - 2018 IEEE/ACIS 19th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2018).

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

2019

A Metric Learning Method for Improving Neural Network Based Kernel Learning for SVM

Liang, P., Yao, X. & Furuzuki, T., 2019 Jan 16, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1641-1646 6 p. 8616280. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

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

2016

A kernel level composition of multiple local classifiers for nonlinear classification

Li, W., Zhou, B. & Furuzuki, T., 2016 Oct 31, 2016 International Joint Conference on Neural Networks, IJCNN 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 3845-3850 6 p. 7727696

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

2 Citations (Scopus)
2019

One-Class Classification Using Quasi-Linear Support Vector Machine

Liang, P., Li, W., Wang, Y. & Furuzuki, T., 2019 Jan 16, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 662-667 6 p. 8616117. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

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

1 Citation (Scopus)
2018

Quasi-linear SVM classifier with segmented local offsets for imbalanced data classification

Liang, P., Zheng, F., Li, W. & Furuzuki, T., 2018 Jan 1, (Accepted/In press) In : IEEJ Transactions on Electrical and Electronic Engineering.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2019

Expert control system based hierarchical control strategy for tunnel microwave rice drying

Liu, T., Liang, S. & Furuzuki, T., 2019 Jun 1, 2019 18th European Control Conference, ECC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3619-3624 6 p. 8795661. (2019 18th European Control Conference, ECC 2019).

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

2018

Relation classification using coarse and fine-grained networks with SDP supervised key words selection

Sun, Y., Cui, Y., Furuzuki, T. & Jia, W., 2018 Jan 1, Knowledge Science, Engineering and Management - 11th International Conference, KSEM 2018, Proceedings. Liu, W., Yang, B. & Giunchiglia, F. (eds.). Springer-Verlag, p. 514-522 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11061 LNAI).

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

2019

Feature Extraction Using a Mutually-Competitive Autoencoder for Protein Function Prediction

Miranda, L. J. & Hu, J., 2019 Jan 16, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1337-1342 6 p. 8616230. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

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

2016

A deep quasi-linear kernel composition method for support vector machines

Li, W., Furuzuki, T. & Chen, B., 2016 Oct 31, 2016 International Joint Conference on Neural Networks, IJCNN 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 1639-1645 7 p. 7727394

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

3 Citations (Scopus)
2018

A Deep Learning Approach Based on Stacked Denoising Autoencoders for Protein Function Prediction

Miranda, L. J. & Furuzuki, T., 2018 Jun 8, Proceedings - 2018 IEEE 42nd Annual Computer Software and Applications Conference, COMPSAC 2018. Lung, C-H., Conte, T., Liu, L., Akiyama, T., Hasan, K., Tovar, E., Takakura, H., Claycomb, W., Cimato, S., Yang, J-J., Zhang, Z., Ahamed, S. I., Reisman, S., Demartini, C. & Nakamura, M. (eds.). IEEE Computer Society, Vol. 1. p. 480-485 6 p. 8377699

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

2 Citations (Scopus)

Quasi-Linear Recurrent Neural Network based Identification and Predictive Control

Li, D., Kang, T., Furuzuki, T., Han, M. & Jin, Q., 2018 Oct 10, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. 8489192

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

1 Citation (Scopus)
2016

A deep neural network based quasi-linear kernel for support vector machines

Li, W., Zhou, B., Chen, B. & Furuzuki, T., 2016 Dec 1, In : IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. E99A, 12, p. 2558-2565 8 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2019

Air quality forecasting using SVR with quasi-linear kernel

Zhu, H. & Hu, J., 2019 Aug, CITS 2019 - Proceeding of the 2019 International Conference on Computer, Information and Telecommunication Systems. Obaidat, M. S., Mi, Z., Hsiao, K-F., Nicopolitidis, P. & Cascado-Caballero, D. (eds.). Institute of Electrical and Electronics Engineers Inc., 8862114. (CITS 2019 - Proceeding of the 2019 International Conference on Computer, Information and Telecommunication Systems).

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

1 Citation (Scopus)
2017

A new segmented oversampling method for imbalanced data classification using quasi-linear SVM

Zhou, B., Li, W. & Furuzuki, T., 2017 Nov 1, In : IEEJ Transactions on Electrical and Electronic Engineering. 12, 6, p. 891-898 8 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2018
2016
2017

A localized NARX Neural Network model for Short-term load forecasting based upon Self-Organizing Mapping

Li, H., Zhu, Y., Furuzuki, T. & Li, Z., 2017 Jul 25, 2017 IEEE 3rd International Future Energy Electronics Conference and ECCE Asia, IFEEC - ECCE Asia 2017. Institute of Electrical and Electronics Engineers Inc., p. 749-754 6 p. 7992133

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

3 Citations (Scopus)
1 Citation (Scopus)

Non-local information for a mixture of multiple linear classifiers

Li, W., Liang, P., Yuan, X. & Furuzuki, T., 2017 Jun 30, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-May. p. 3741-3746 6 p. 7966327

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

7 Citations (Scopus)
2016

A Lyapunov based switching control to track maximum power point of WECS

Jami'In, M. A., Furuzuki, T. & Julianto, E., 2016 Oct 31, 2016 International Joint Conference on Neural Networks, IJCNN 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 3883-3888 6 p. 7727702

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

2 Citations (Scopus)

Enhancing multi-label classification based on local label constraints and classifier chains

Chen, B., Li, W., Zhang, Y. & Furuzuki, T., 2016 Oct 31, 2016 International Joint Conference on Neural Networks, IJCNN 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-October. p. 1458-1463 6 p. 7727370

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

3 Citations (Scopus)
2017

A mixture of multiple linear classifiers with sample weight and manifold regularization

Li, W., Chen, B., Zhou, B. & Furuzuki, T., 2017 Jun 30, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-May. p. 3747-3752 6 p. 7966328

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

1 Citation (Scopus)
2018

The comparison of alternative splicing among the multiple tissues in cucumber

Sun, Y., Hou, H., Song, H., Lin, K., Zhang, Z., Furuzuki, T. & Pang, E., 2018 Jan 1, In : BMC Plant Biology. 18, 1, 5.

Research output: Contribution to journalArticle

7 Citations (Scopus)