Research Institute

20202022
理工学術院総合研究所 兼任研究員
Details of a Researcher
Updated on 2022/10/01
理工学術院総合研究所 兼任研究員
Kyushu Institute of Technology Graduate School, Division of Information Engineering Information Science
Sun YatSen University Electrical & Electronic Systems Engineering Electronics Engineering
Sun YatSen University Graduate School, Division of Information Engineering Electronics Engineering
Kyushu Institute of Technology PhD
Waseda University Graduate School of Information Production and Systems
Waseda University Graduate School of Information Production and Systems
Waseda University Graduate School of Information Production and Systems
Kyushu University Faculty of Information Science and Electrical Engineering
九州大学ベンチャー・ビジネス・ラボラトリー 非常勤研究員
九州大学ベンチャー・ビジネス・ラボラトリー 非常勤研究員
中国中山大学電子工学科 講師
中国中山大学電子工学科 助教
現在に至る
電子情報通信学会
電気学会
計測自動制御学会
IEEE
Soft computing
Life, health and medical informatics
Control and system engineering
Control and system engineering
Neural Networks, Genetic Algorithms, System Identification and Control, Complex Systems, Bioinformatics, Combinatorial optimization
Gametheoretic modeling of power supply chain coordination under demand variation in China: A case study of Guangdong Province
Xiaoge Tian, Weiming Chen, Jinglu Hu
Energy 262 125440  125440 2023.01 [Refereed]
An Improved Hybrid Model for Nonlinear Regression with Missing Values Using Deep Quasi‐Linear Kernel
Huilin Zhu, Jinglu Hu
IEEJ Transactions on Electrical and Electronic Engineering 17 ( 10 ) 1460  1468 2022.06 [Refereed]
Authorship：Corresponding author
Redefining prior feature space via finetuning a triplet network for few‐shot learning
Jiaying Wu, Jinglu Hu
IET Computer Vision 16 ( 6 ) 514  524 2022.05 [Refereed]
Authorship：Corresponding author
Hangyu Deng, Xin Yuan, Yanling Tian, Jinglu Hu
IEEJ Transactions on Electrical and Electronic Engineering 17 ( 5 ) 685  694 2022.05 [Refereed]
Authorship：Corresponding author
Generating High Coherence Monophonic Music Using MonteCarlo Tree Search
Xiao Fu, Hangyu Deng, Xin Yuan, Jinglu Hu
IEEE Transactions on Multimedia 1  10 2022.04 [Refereed]
Authorship：Corresponding author
A Semi‐supervised Classification Method of Parasites Using Contrastive Learning
Yanni Ren, Hao Jiang, Huilin Zhu, Yanling Tian, Jinglu Hu
IEEJ Transactions on Electrical and Electronic Engineering 17 ( 3 ) 445  453 2022.03 [Refereed]
Authorship：Last author
Constructing a PPI Network Based on Deep Transfer Learning for Protein Complex Detection
Xin Yuan, Hangyu Deng, Jinglu Hu
IEEJ Transactions on Electrical and Electronic Engineering 17 ( 3 ) 436  444 2022.03 [Refereed]
Authorship：Corresponding author
Relation‐Level User Behavior Modeling for Click‐Through Rate Prediction
Hangyu Deng, Yanling Tian, Jia Luo, Jinglu Hu
IEEJ Transactions on Electrical and Electronic Engineering 17 ( 3 ) 398  406 2022.03 [Refereed]
Authorship：Corresponding author
Improved prior selection using semantics in maximum a posteriori for fewshot learning
Jiaying Wu, Jinglu Hu
KnowledgeBased Systems 237 107688  107688 2022.02 [Refereed]
Authorship：Corresponding author
Huilin Zhu, Yanni Ren, Yanling Tian, Jinglu Hu
IEEJ Transactions on Electrical and Electronic Engineering 16 ( 12 ) 1618  1627 2021.12 [Refereed]
Authorship：Corresponding author
Deep Transfer Learning Based PPI Prediction for Protein Complex Detection
Xin Yuan, Hangyu Deng, Jinglu Hu
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 321  326 2021.10 [Refereed]
Huilin Zhu, Yanni Ren, Jinglu Hu
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 1705  1710 2021.10 [Refereed]
Yanni Ren, Hangyu Deng, Hao Jiang, Huilin Zhu, Jinglu Hu
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2973  2978 2021.10 [Refereed]
SGE NET: Video Object Detection with Squeezed GRU and Information Entropy Map
Rui Su, Wenjing Huang, Haoyu Ma, Xiaowei Song, Jinglu Hu
2021 IEEE International Conference on Image Processing (ICIP) 2021.09 [Refereed]
Combating the Infodemic: A Chinese Infodemic Dataset for Misinformation Identification
Jia Luo, Rui Xue, Jinglu Hu, Didier El Baz
Healthcare 9 ( 9 ) 1094  1094 2021.08 [Refereed]
Feature hallucination via Maximum A Posteriori for fewshot learning
Jiaying Wu, Ning Dong, Fan Liu, Sai Yang, Jinglu Hu
KnowledgeBased Systems 225 ( 107129 ) 1  10 2021.08 [Refereed]
Authorship：Corresponding author
Attentive Relation Network for Object based Video Games
Hangyu Deng, Jia Luo, Jinglu Hu
2021 International Joint Conference on Neural Networks (IJCNN) 2021.07 [Refereed]
Deep Protein Subcellular Localization Predictor Enhanced with Transfer Learning of GO Annotation
X. Yuan, E. Pang, K. Lin, J. Hu
IEEJ Trans. on Electrical and Electronic Engineering 16 ( 4 ) 2021.04 [Refereed]
Authorship：Corresponding author
A Laplacian SVMbased SemiSupervised Classification using MultiLocalLinear Model
Y. Ren, H. Zhu, Y. Tian, J. Hu
IEEJ Trans. on Electrical and Electronic Engineering 16 ( 3 ) 455  463 2021.03 [Refereed]
Authorship：Last author
A Hybrid Model for Nonlinear Regression with Missing Data Using QuasiLinear Kernel
H. Zhu, Y. Tian, Y. Ren, J. Hu
IEEJ Trans. on Electrical and Electronic Engineering 15 ( 12 ) 1791  1800 2020.12 [Refereed]
Authorship：Corresponding author
SAN: Sampling Adversarial Networks for ZeroShot Learning
Chenwei Tang, Yangzhu Kuang, Jiancheng Lv, Jinglu Hu
Neural Information Processing 626  638 2020.11 [Refereed]
COVID19 infodemic on Chinese social media: A 4P framework, selective review and research directions
Jia Luo, Rui Xue, Jinglu Hu
Measurement and Control 53 ( 910 ) 2070  2079 2020.11 [Refereed]
Authorship：Last author
Improving Image Captioning Evaluation by Considering Inter References Variance
Y. Yi, H. Deng, J. Hu
Proc. of the 58th Annual Meeting of the Association for Computational Linguistics (ACL'2020) 985  994 2020.07 [Refereed]
Similitude Attentive Relation Network for ClickThrough Rate Prediction
H. Deng, Y. Wang, J. Luo, J. Hu
Proc. of 2020 IEEE International Joint Conference on Neural Networks (IJCNN'2020) 1  8 2020.07 [Refereed]
Solving the dynamic energy aware job shop scheduling problem with the heterogeneous parallel genetic algorithm
J. Luo, D.E. Baz, R. Xue, J. Hu
Future Generation Computer Systems 108 119  134 2020.07 [Refereed]
A SemiSupervised Classifier Based on Piecewise Linear Regression Model Using Gated Linear Network
Y. Ren, W.Li, J. Hu
IEEJ Trans. on Electrical and Electronic Engineering 15 ( 7 ) 1048  1056 2020.07 [Refereed]
Authorship：Last author
Hierarchical Multilabel Classification for Gene Ontology Annotation using Multihead and Multiend Deep CNN Model
X. Yuan, E. Pang, K. Lin, J. Hu
IEEJ Trans. on Electrical and Electronic Engineering 15 ( 7 ) 1057  1064 2020.07 [Refereed]
Authorship：Corresponding author
Speckle Noise Reduction of Holograms Based on Spectral Convolutional Neural Network
W. Zou, S. Zou, D. He, J. Hu, Y. Yu
Acta Optica Sinica (光学学报) 40 ( 5 ) 0509001  0509008 2020.03 [Refereed]
Fast SVM Training using Data Reconstruction for Classification of Very Large Datasets
P. Liang, W. Li, J. Hu
IEEJ Trans. on Electrical and Electronic Engineering 15 ( 3 ) 372  381 2020.03 [Refereed]
Authorship：Corresponding author
MultiScale Dialted Convolution Network Based Depth Estimation in Intelligent Transportation Systems
Y. Tian, Q. Zhang, Z. Ren, F. Wu, P. Hao, J. Hu
IEEE Access 7 185179  185188 2019.12 [Refereed]
A Deep Neural Network Based Hierarchical MultiLabelClassifier for Protein Function Prediction
X. Yuan, W. Li, K. Lin, J. Hu
Proc. of the 2019 International Conference on Computer, Information and Telecommunication Systems (CITS'2019) (Bejing) 131  135 2019.08 [Refereed]
Air Quality Forecasting using SVR with QuasiLinear Kernel
H. Zhu, J. Hu
Proc. of the 2019 International Conference on Computer, Information and Telecommunication Systems (CITS'2019) (Bejing) 126  130 2019.08 [Refereed]
An Autoencoder Based Piecewise Linear Model for Nonlinear Classification using QuasiLinear Support Vector Machines
W. Li, P. Liang, J. Hu
IEEJ Trans. on Electrical and Electronic Engineering 14 ( 8 ) 1236  1243 2019.08 [Refereed]
A SemiSupervised Classification Using Gated Linear Model
Y. Ren, W. Li, J. Hu
Proc. of 2017 IEEE International Joint Conference on Neural Networks (IJCNN'2019) (Budapest) 2019.07 [Refereed]
OneClass Classification Using Support Vector Machine with QuasiLinear Kernel
P. Liang, W.Li, H.Tian, J.Hu
IEEJ Trans. on Electrical and Electronic Engineering 14 ( 3 ) 449  456 2019.03 [Refereed]
A CoarsetoFine Twostep Method for SemiSupervised Classification Using QuasiLinear Laplacian SVM
B. Zhou, W.Li, J.Hu
IEEJ Trans. on Electrical and Electronic Engineering 14 ( 3 ) 441  448 2019.03 [Refereed]
QuasiLinear SVM Classifier with Segmented Local Offsets for Imbalanced Data Classification
P. Liang, F. Zheng, W.Li, J.Hu
IEEJ Trans. on Electrical and Electronic Engineering 14 ( 2 ) 288  296 2019.02 [Refereed]
Feature Extraction using a MutuallyCompetitive Autoencoder for Protein Function Prediction
L.J.V. Miranda, J. Hu
Proc. of IEEE Inter. Conference on Systems, Man and Cybernetics (SMC'2018) (Miyazaki) 1333  1338 2018.10 [Refereed]
A Convolutional AutoEncoder Method for Anomaly Detection on System Logs
Y. Cui, Y.P. Sun, J. Hu
Proc. of IEEE Inter. Conference on Systems, Man and Cybernetics (SMC'2018) (Miyazaki) 3053  3058 2018.10 [Refereed]
A Metric Learning Method for Improving Neural Network Based Kernel Learning for SVM
P. Liang, X. Yao, J. Hu
Proc. of IEEE Inter. Conference on Systems, Man and Cybernetics (SMC'2018) (Miyazaki) 1637  1642 2018.10 [Refereed]
OneClass Classification using QuasiLinear Support Vector Machine
P. Liang, W. Li, Y. Wang, J. Hu
Proc. of IEEE Inter. Conference on Systems, Man and Cybernetics (SMC'2018) (Miyazaki) 658  663 2018.10 [Refereed]
Oversampling the Minority Class in a MultiLinear Feature Space for Imbalanced Data Classification
P. Liang, W. Li, J. Hu
IEEJ Trans. on Electrical and Electronic Engineering 13 ( 10 ) 1483  1491 2018.10 [Refereed]
Relation Classification using Coarse And FineGrained Networks with SDP Supervised Key Words Selection
Y.P. Sun, Y. Cui, J. Hu, W.J. Jia
Proc. of the 11th Inter. Conference on Knowledge Science, Engineering and Management (KSEM'2018) (Changchun) 514  521 2018.08 [Refereed]
An Segmented Local Offset Method for Imbalanced Data Classification Using QuasiLinear Support Vector Machine
P. Liang, X. Yuan, W. Li, J. Hu
Proc. of Inter. Conference on Pattern Recognition (ICPR'2018) (Beijing) 746  751 2018.08 [Refereed]
A Deep Learning Approach Based on Stacked Denoising Autoencoders for Protein Function Prediction
L.J.V. Miranda, J. Hu
Proc. of the 42th IEEE Inter. Conference on Computers, Software and Applications (COMPSAC'2018) (Tokyo) 480  485 2018.07 [Refereed]
A New Segmented Oversampling Method for Imbalanced Data Classification Using QuasiLinear SVM
Bo Zhou, Weite Li, Jinglu Hu
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 12 ( 6 ) 891  898 2017.11 [Refereed]
A geometrybased twostep method for nonlinear classification using quasilinear support vector machine
Weite Li, Bo Zhou, Benhui Chen, Jinglu Hu
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 12 ( 6 ) 883  890 2017.11 [Refereed]
Stacked Residual Recurrent Neural Network with Word Weight for Text Classification
W. Cao, A. Song, J. Hu
IAENG International Journal of Computer Science 44 ( 3 ) 277  284 2017.09 [Refereed]
Distance Metric Learning with Eigenvalue Fine Tuning
W. Wang, Y. Zhang, J. Hu
Proc. of 2017 IEEE International Joint Conference on Neural Networks (IJCNN'2017) (Anchorage) 502  509 2017.05 [Refereed]
LargeScale Image Classification Using Fast SVM with Deep QuasiLinear Kernel
P. Liang, W. Li, D. Liu, J. Hu
Proc. of 2017 IEEE International Joint Conference on Neural Networks (IJCNN'2017) (Anchorage) 1064  1071 2017.05 [Refereed]
A Mixture of Multiple Linear Classifiers with Sample Weight and Manifold Regularization
W. Li, B. Chen, B. Zhou, J. Hu
Proc. of 2017 IEEE International Joint Conference on Neural Networks (IJCNN'2017) (Anchorage) 3747  3752 2017.05 [Refereed]
NonLocal Information for a Mixture of Multiple Linear Classifiers
Li, P. Liang, X. Yuan, J. Hu
Proc. of 2017 IEEE International Joint Conference on Neural Networks (IJCNN'2017) (Anchorage) 3741  3746 2017.05 [Refereed]
A Multilayer Gated Bilinear Classifier: from Optimizing a Deep Rectified Network to a Support Vection Machine
W. Li, J. Hu
Proc. of 2017 IEEE International Joint Conference on Neural Networks (IJCNN'2017) (Anchorage) 140  146 2017.05 [Refereed]
A kernel approach to implementation of local linear discriminant analysis for face recognition
Zhan Shi, Jinglu Hu
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 12 ( 1 ) 62  70 2017.01 [Refereed]
A Deep Neural Network Based QuasiLinear Kernel for Support Vector Machines
Weite Li, Bo Zhou, Benhui Chen, Jinglu Hu
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES E99A ( 12 ) 2558  2565 2016.12 [Refereed]
Surface Reconstruction of Renal Corpuscle from Microscope Renal Biopsy Image Sequence
Jun Zhang, Jinglu Hu
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES E99A ( 12 ) 2539  2546 2016.12 [Refereed]
A SelfOrganizing QuasiLinear ARX RBFN Model for Nonlinear Dynamical Systems Identification
I. Sutrisno, M.A. Jami'in, J. Hu, M.H. Marhaban
SICE Journal of Control, Measurement, and System Integration 9 ( 2 ) 70  77 2016.03 [Refereed]
QuasiARX neural network based adaptive predictive control for nonlinear systems
Mohammad Abu Jami'in, Jinglu Hu, Mohd Hamiruce Marhaban, Imam Sutrisno, Norman Bin Mariun
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 11 ( 1 ) 83  90 2016.01 [Refereed]
Enhancing Multilabel Classification Based on Local Label Constraints and Classifier Chains
Benhui Chen, Weite Li, Yuqing Zhang, Jinglu Hu
2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 1458  1463 2016 [Refereed]
A Novel Registration Method based on Coevolutionary Strategy
Jun Zhang, Jinglu Hu
2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) 2375  2380 2016 [Refereed]
A Lyapunov Based Switching Control to Track Maximum Power Point of WECS
Mohammad Abu Jami'in, Jinglu Hu, Eko Julianto
2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 3883  3888 2016 [Refereed]
A Kernel Level Composition of Multiple Local Classifiers for Nonlinear Classification
Weite Li, Bo Zhou, Jinglu Hu
2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 3845  3850 2016 [Refereed]
A Deep QuasiLinear Kernel Composition Method for Support Vector Machines
Weite Li, Jinglu Hu, Benhui Chen
2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 1639  1645 2016 [Refereed]
Maximum power tracking control for a wind energy conversion system based on a quasiARX neural network model
Mohammad Abu Jami'in, Imam Sutrisno, Jinglu Hu
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 10 ( 4 ) 368  375 2015.07 [Refereed]
ContextBased Segmentation of Renal Corpuscle from Microscope Renal Biopsy Image Sequence
Jun Zhang, Jinglu Hu
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES E98A ( 5 ) 1114  1121 2015.05 [Refereed]
The StateDynamicErrorBased Switching Control under QuasiARX Neural Network Model
M.A. Jamiin, I. Sutrisnno, J. Hu
Proc. 20th International Symposium on Artificial Life and Robotics (AROB 20th'2015) (Bepu) 787  792 2015.01 [Refereed]
A Hierarchical SVM Based Multiclass Classification by Using Similarity Clustering
Chao Dong, Bo Zhou, Jinglu Hu
2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 2015 [Refereed]
Improving SVM Based Multilabel Classification by Using Label Relationship
Di Fu, Bo Zhou, Jinglu Hu
2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 2015 [Refereed]
Geometric Approach of QuasiLinear Kernel Composition for Support Vector Machine
Weite Li, Jinglu Hu
2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 2015 [Refereed]
A Transductive SVM with Quasilinear Kernel Based on Cluster Assumption for SemiSupervised Classification
Bo Zhou, Di Fu, Chao Dong, Jinglu Hu
2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 2015 [Refereed]
An Improved Adaptive Switching Control Based on QuasiARX Neural Network for Nonlinear Systems
I. Sutrisno, C. Che, J. Hu
Artificial Life and Robotics 19 ( 4 ) 347  353 2014.10 [Refereed]
An Improved Elman Neural Network Controller Based on QuasiARX Neural Network for Nonlinear Systems
Imam Sutrisno, Mohammad Abu Jami'in, Jinglu Hu
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 9 ( 5 ) 494  501 2014.09 [Refereed]
QuasiLinear Support Vector Machine for Nonlinear Classification
Bo Zhou, Benhui Chen, Jinglu Hu
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES E97A ( 7 ) 1587  1594 2014.07 [Refereed]
Nonlinear Adaptive Control for Wind Energy Conversion Systems Based on QuasiARX Neural Network Model
M.A. Jami'in, I. Sutrisno, J. Hu
Proc. of the International MultiConference of Engineers and Computer Scientists (IMECS'2014) (Hongkong) I 313  318 2014.03 [Refereed]
Modified fuzzy adaptive controller applied to nonlinear systems modeled under quasiARX neural network
Imam Sutrisno, Mohammad Abu Jami'in, Jinglu Hu
Artificial Life and Robotics 19 ( 1 ) 22  26 2014.02 [Refereed]
QuasiARX NN Based Adaptive Control Using Improved Fuzzy Switching Mechanism for Nonlinear Systems
I. Sutrisnno, C. Che, J. Hu
Proc. 19th International Symposium on Artificial Life and Robotics (AROB 19th'2014) (Bepu) 697  702 2014.01 [Refereed]
A Niching TwoLayered Differential Evolution with Selfadaptive Control Parameters
Yongxin Luo, Sheng Huang, Jinglu Hu
2014 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) 1405  1412 2014 [Refereed]
Fast Support Vector Data Description Training Using Edge Detection on Large Datasets
Chenlong Hu, Bo Zhou, Jinglu Hu
PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 2176  2182 2014 [Refereed]
A HalfSplit Grid Clustering Algorithm by Simulating Cell Division
Wenxiang Dou, Jinglu Hu
PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 2183  2189 2014 [Refereed]
A Transductive Support Vector Machine with Adjustable QuasiLinear Kernel for SemiSupervised Data Classification
Bo Zhou, Chenlong Hu, Benhui Chen, Jinglu Hu
PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 1409  1415 2014 [Refereed]
Support Vector Machine with SOMbased Quasilinear Kernel for Nonlinear Classification
Yuling Lin, Yong Fu, Jinglu Hu
PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 3783  3789 2014 [Refereed]
A Fast Sequence Assembly Method Based on Compressed Data Structures
Peifeng Liang, Yancong Zhang, Kui Lin, Jinglu Hu
2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) 326  329 2014 [Refereed]
Nonlinear ModelPredictive Control Based on QuasiARX RadialBasis FunctionNeuralNetwork
Imam Sutrisno, Mohammad Abu Jami'in, Jinglu Hu, Mohammad Hamiruce Marhaban, Norman Mariun
ASIA MODELLING SYMPOSIUM 2014 (AMS 2014) 104  109 2014 [Refereed]
An SMO Approach to Fast SVM for Classification of Large Scale Data
Juanxi Lin, Mengnan Song, Jinglu Hu
2014 INTERNATIONAL CONFERENCE ON IT CONVERGENCE AND SECURITY (ICITCS) 2014 [Refereed]
An Adaptive Predictive Control based on a QuasiARX Neural Network Model
Mohammad Abu Jami'in, Imam Sutrisno, Jinglu Hu, Norman Bin Mariun, Mohd Hamiruce Marhaban
2014 13TH INTERNATIONAL CONFERENCE ON CONTROL AUTOMATION ROBOTICS & VISION (ICARCV) 253  258 2014 [Refereed]
A Modified Pulse Coupled Neural Network with Anisotropic Synaptic Weight Matrix for Image Edge Detection
Zhan Shi, Jinglu Hu
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES E96A ( 6 ) 1460  1467 2013.06 [Refereed]
Fast SVM training using edge detection on very large datasets
Boyang Li, Qiangwei Wang, Jinglu Hu
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 8 ( 3 ) 229  237 2013.05 [Refereed]
Development of Stock Evaluation System Based on QuasiLinear Regression Model
Y. Lin, W. Shih, J. Hu
International Journal of Electronic Business Management 11 ( 1 ) 23  32 2013.03 [Refereed]
MultiSVM classifier system with piecewise interpolation
Boyang Li, Qiangwei Wang, Jinglu Hu
IEEJ Transactions on Electrical and Electronic Engineering 8 ( 2 ) 132  138 2013 [Refereed]
Deep Searching for Parameter Estimation of the Linear Time Invariant (LTI) System by Using QuasiARX Neural Network
Mohammad Abu Jami'in, Imam Sutrisno, Jinglu Hu
2013 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 2758  2762 2013 [Refereed]
A quasilinear SVM combined with assembled SMOTE for imbalanced data classification
Bo Zhou, Cheng Yang, Haixiang Guo, Jinglu Hu
Proceedings of the International Joint Conference on Neural Networks 2351  2357 2013 [Refereed]
Improving Multilabel Classification Performance by Label Constraints
Benhui Chen, Xuefen Hong, Lihua Duan, Jinglu Hu
2013 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 1103  1107 2013 [Refereed]
An SVMbased approach for stock market trend prediction
Yuling Lin, Haixiang Guo, Jinglu Hu
Proceedings of the International Joint Conference on Neural Networks 237  242 2013 [Refereed]
Implementation of Lyapunov Learning Algorithm for Fuzzy Switching Adaptive Controller Modeled Under QuasiARX Neural Network
Imam Sutrisno, Mohammad Abu Jami'in, Jinglu Hu
PROCEEDINGS OF 2013 2ND INTERNATIONAL CONFERENCE ON MEASUREMENT, INFORMATION AND CONTROL (ICMIC 2013), VOLS 1 & 2 762  766 2013 [Refereed]
Computing of the contribution rate of scientific and technological progress to economic growth in Chinese regions
Haixiang Guo, Jinglu Hu, Shiwei Yu, Han Sun, Yuyan Chen
EXPERT SYSTEMS WITH APPLICATIONS 39 ( 10 ) 8514  8521 2012.08 [Refereed]
Comparative study on economic contribution rate of education of China and foreign countries based on soft computing method
Han Sun, Haixiang Guo, Jinglu Hu, Kejun Zhu
APPLIED SOFT COMPUTING 12 ( 8 ) 2106  2113 2012.08 [Refereed]
Stabilizing Switching Control for Nonlinear System Based on QuasiARX RBFN Model
Lan Wang, Yu Cheng, Jinglu Hu
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 7 ( 4 ) 390  396 2012.07 [Refereed]
Identification of QuasiARX Neurofuzzy Model with an SVR and GA Approach
Yu Cheng, Lan Wang, Jinglu Hu
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES E95A ( 5 ) 876  883 2012.05 [Refereed]
Hierarchical multilabel classification based on oversampling and hierarchy constraint for gene function prediction
Benhui Chen, Jinglu Hu
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 7 ( 2 ) 183  189 2012.03 [Refereed]
Application DANP with MCDM model to explore smartphone software
ChiuHung Su, Takayuki Furuzuki, HaoLin Tseng, GwoHshiung Tzeng
6TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS, AND THE 13TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS 1734  1739 2012 [Refereed]
A QuasiARX Model for Multivariable Decoupling Control of Nonlinear MIMO System
Lan Wang, Yu Cheng, Jinglu Hu
MATHEMATICAL PROBLEMS IN ENGINEERING 2012 2012 [Refereed]
Nonlinear System Identification Based on SVR with Quasilinear Kernel
Yu Cheng, Jinglu Hu
2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 2368  2375 2012 [Refereed]
Composite Kernel Based SVM for Hierarchical Multilabel Gene Function Classification
Benhui Chen, Lihua Duan, Jinglu Hu
2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 1380  1385 2012 [Refereed]
Local Linear Discriminant Analysis with Composite Kernel for Face Recognition
Zhan Shi, Jinglu Hu
2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 166  170 2012 [Refereed]
Neural Predictive Controller of Nonlinear Systems Based on QuasiARX Neural Network
Imam Sutrisno, Mohammad Abu Jami'in, Jinglu Hu
PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON AUTOMATION AND COMPUTING (ICAC 12) 78  83 2012 [Refereed]
Lyapunov Learning Algorithm for QuasiARX Neural Network to Identification of Nonlinear Dynamical System
Mohammad Abu Jami'in, Imam Sutrisno, Jinglu Hu
PROCEEDINGS 2012 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) 3147  3152 2012 [Refereed]
Automated web data mining using semantic analysis
Wenxiang Dou, Jinglu Hu
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7713 539  551 2012 [Refereed]
Accurate Reconstruction for DNA Sequencing by Hybridization Based on a Constructive Heuristic
Yang Chen, Jinglu Hu
IEEEACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 8 ( 4 ) 1134  1140 2011.07 [Refereed]
Contour Extraction of Glomeruli by Using Genetic Algorithm for Edge Patching
Jun Zhang, Jinglu Hu, Hong Zhu
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 6 ( 3 ) 229  235 2011.05 [Refereed]
A TwoStep Scheme for Polynomial NARX Model Identification Based on MOEA with Prescreening Process
Yu Cheng, Lan Wang, Jinglu Hu
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 6 ( 3 ) 253  259 2011.05 [Refereed]
QuasiARX Wavelet Network for SVR Based Nonlinear System Identification
Y. Cheng, L. Wang, J. Hu
Nonlinear Theory and its Applications (NOLTA), IEICE 2 ( 2 ) 165  179 2011.04 [Refereed]
Feature Subset Selection: A CorrelationBased SVM Filter Approach
Boyang Li, Qiangwei Wang, Jinglu Hu
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 6 ( 2 ) 173  179 2011.03 [Refereed]
An Efficient Identification Scheme for Nonlinear Polynomial NARX Model
Yu Cheng, Miao Yu, Lan Wang, Jinglu Hu
PROCEEDINGS OF THE SIXTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS (AROB 16TH '11) 499  502 2011 [Refereed]
Niching EDA Based on Fitness Sharing for Offlattice Protein Folding Model
Benhui Chen, Jinglu Hu, Lihua Duan
2011 INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND NEURAL COMPUTING (FSNC 2011), VOL I 128  131 2011 [Refereed]
An Efficient Identification Scheme for Nonlinear Polynomial NARX Model
Yu Cheng, Miao Yu, Lan Wang, Jinglu Hu
PROCEEDINGS OF THE SIXTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS (AROB 16TH '11) 16 ( 1 ) 499  502 2011 [Refereed]
Multivariable SelfTuning Control for Nonlinear MIMO System Using QuasiARX RBFN Model
Wang Lan, Cheng Yu, Hu Jinglu
2011 30TH CHINESE CONTROL CONFERENCE (CCC) 3772  3776 2011 [Refereed]
Identification of QuasiARX Neurofuzzy Model by Using SVRbased Approach with Input Selection
Yu Cheng, Lan Wang, Jing Zeng, Jinglu Hu
2011 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) 1585  1590 2011 [Refereed]
A Quasilinear Approach for Microarray Missing Value Imputation
Yu Cheng, Lan Wang, Jinglu Hu
NEURAL INFORMATION PROCESSING, PT I 7062 233  + 2011 [Refereed]
QuasiARX Wavelet Networks for Nonlinear System Identification
Y. Cheng, L. Wang, J. Hu
Proc. of 2010 International Conference on Modeling, Simulation and Control (ICMSC'10) (Cairo) 407  411 2010.11 [Refereed]
Nonlinear Adaptive Control Using Support Vector Regression Based on Improved QuasiARX Model
L. Wang, Y. Cheng, J. Hu
Proc. of 2010 International Conference on Modeling, Simulation and Control (ICMSC'10) (Cairo) 412  416 2010.11 [Refereed]
A Hybrid EDA for Protein Folding Based on HP Model
Benhui Chen, Jinglu Hu
IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 5 ( 4 ) 459  466 2010.07 [Refereed]
A QuasiARX Neural Network with Switching Mechanism to Adaptive Control of Nonlinear Systems
L. Wang, Y. Cheng, J. Hu
SICE Journal of Control, Measurement, and System Integration 3 ( 4 ) 246  252 2010.07 [Refereed]
AN IMPROVED MULTILABEL CLASSIFICATION METHOD BASED ON SVM WITH DELICATE DECISION BOUNDARY
Benhui Chen, Liangpeng Ma, Jinglu Hu
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 6 ( 4 ) 1605  1614 2010.04 [Refereed]
Extraction of Glomeruli Using a Canny Operator with a Feedback Strategy
J. Zhang, J. Hu, H. Zhu
JAMIT Medical Imaging Technology 28 ( 2 ) 127  134 2010.03 [Refereed]
QuasiARX neural network and its application to adaptive control of nonlinear systems
L. Wang, Y. Cheng, J. Hu
Proc. 15th International Symposium on Artificial Life and Robotics (AROB 15th'10) (Bepu) 577  580 2010.02 [Refereed]
Variable Structure Neural Network for Adaptive Color Clustering
J. Zhang, J. Hu
Proc. of the 7th IASTED International Conference Signal Processing, Pattern Recognition and Applications (SPPRA 2010) (Innsbruck) 248  252 2010.02 [Refereed]
eSBH: An accurate constructive heuristic algorithm for DNA sequencing by hybridization
Yang Chen, Jinglu Hu
10th IEEE International Conference on Bioinformatics and Bioengineering 2010, BIBE 2010 124  129 2010 [Refereed]
Color Quantization based on Hierarchical Frequency Sensitive Competitive Learning
Jun Zhang, Jinglu Hu
Journal of Advanced Computational Intelligence and Intelligent Informatics 14 ( 4 ) 375  381 2010 [Refereed]
An Adaptive Niching EDA Based on Clustering Analysis
Benhui Chen, Jinglu Hu
2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) 858  864 2010 [Refereed]
An Improved Multilabel Classification Based on Label Ranking and Delicate Boundary SVM
Benhui Chen, Weifeng Gu, Jinglu Hu
2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 786  791 2010 [Refereed]
A Novel Frequency Band Selection Method for Common Spatial Pattern in Motor Imagery Based Brain Computer Interface
Gufei Sun, Jinglu Hu, Gengfeng Wu
2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 335  340 2010 [Refereed]
Nonlinear Adaptive Control using a Fuzzy Switching Mechanism Based on Improved QuasiARX Neural Network
Lan Wang, Yu Cheng, Jinglu Hu
2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 3078  3084 2010 [Refereed]
A hierarchical clustering method for color quantization
Jun Zhang, Jinglu Hu
Proceedings  International Conference on Pattern Recognition 786  789 2010 [Refereed]
Combining binarySVM and pairwise label constraints for multilabel classification
Weifeng Gu, Benhui Chen, Jinglu Hu
IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010) 4176  4181 2010 [Refereed]
An Adaptive Niching EDA Based on Clustering Analysis
Benhui Chen, Jinglu Hu
2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) E93A ( 10 ) 1792  1799 2010 [Refereed]
Image edge detection method based on A simplified PCNN model with anisotropic linking mechanism
Zhan Shi, Jinglu Hu
Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10 330  335 2010 [Refereed]
Hierarchical multilabel classification incorporating prior information for gene function prediction
Benhui Chen, Jinglu Hu
Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10 231  236 2010 [Refereed]
An adaptive switching median filter with anisotropic linking PCNN noise detection for salt and pepper noise reduction
Zhan Shi, Jinglu Hu
Proceedings  2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010 233  238 2010 [Refereed]
Local linear multiSVM method for gene function classification
Benhui Chen, Feiran Sun, Jinglu Hu
Proceedings  2010 2nd World Congress on Nature and Biologically Inspired Computing, NaBIC 2010 183  188 2010 [Refereed]
Adaptive Switching Control Based on QuasiARX RBFN Model
Lan Wang, Yu Cheng, Jinglu Hu
2011 INTERNATIONAL CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND AUTOMATION (CCCA 2011), VOL I 76  79 2010 [Refereed]
Interesting Rules Mining with Deductive Method
W. Dou, J. Hu, G. Wu
Proc. of ICROSSICE International Joint Conference 2009 (Fukuoka) 142  146 2009.08 [Refereed]
Adaptive Epsilon Nondominated Sorting Multiobjective Evolutionary Optimization and Its Application in Shortest Path Problem
Y. Cheng, Y. Jin, J. Hu
Proc. of ICROSSICE International Joint Conference 2009 (Fukuoka) 2545  2549 2009.08 [Refereed]
An Improved Backtracking Method for EDAs Based Protein Folding
B. Chen, L. Li, J. Hu
Proc. of ICROSSICE International Joint Conference 2009 (Fukuoka) 4669  4673 2009.08 [Refereed]
An Improvement of QuasiARX Prodictor to Control of Nonlinear Systems Using Nonlinear PCA Network
L. Wang, J. Hu
Proc. of ICROSSICE International Joint Conference 2009 (Fukuoka) 5095  5099 2009.08 [Refereed]
Human Resource Selection Based on Performance Classification Using Weighted Support Vector Machine
Q. Wang, B. Li, J. Hu
Journal of Advanced Computational Intelligence and Intelligent Informatics 13 ( 4 ) 407  417 2009.07 [Refereed]
A Fast SVM Training Method for Very Large Datesets
B. Li, Q. Wang, J. Hu
Proc. of International Joint Conference on Neural Networks (Atlanta) 1784  1789 2009.06 [Refereed]
Automatic Segmentation Technique for Color Images
J. Zhang, J. Hu
ICGST International Journal on Graphics, Vision and Image Processing (GVIP) 9 ( 3 ) 41  49 2009.06 [Refereed]
Renal Biopsy Image Segmentation Based on 2D Otsu Method with Histogram Analysis
J. Zhang, J. Hu
JAMIT Medical Imaging Technology 27 ( 3 ) 185  192 2009.05 [Refereed]
RGB Color Centroids Segmentation (CCS) for Face Detection
J. Zhang, Q. Zhang, J. Hu
ICGST International Journal on Graphics, Vision and Image Processing (GVIP) 9 ( 2 ) 1  9 2009.04 [Refereed]
Study of multibranch structure of Universal Learning Networks
S. Mabu, K. Shimada, K. Hirasawa, J. Hu
Applied Soft Computing 9 ( 1 ) 393  403 2009.01 [Refereed]
Enhancing the generalization ability of neural networks through controlling the hidden layers
W. Wan, S. Mabu, K. Shimada, K. Hirasawa, J. Hu
Applied Soft Computing 9 ( 1 ) 404  414 2009.01 [Refereed]
Curvilinear Thresholding Method for Noisy Images based on 2D Histogram
Jun Zhang, Jinglu Hu
2008 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, VOLS 14 1014  1019 2009 [Refereed]
Network administrator assistance system based on fuzzy cmeans analysis
Benhui Chen, Jinglu Hu, Lihua Duan, Yinglong Gu
Journal of Advanced Computational Intelligence and Intelligent Informatics 13 ( 2 ) 91  96 2009 [Refereed]
A Novel EDAs Based Method for HP Model Protein Folding
Benhui Chen, Long Li, Jinglu Hu
2009 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 15 309  315 2009 [Refereed]
Glomerulus Extraction by Using Genetic Algorithm for Edge Patching
Jiaxin Ma, Jun Zhang, Jinglu Hu
2009 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 15 2474  2479 2009 [Refereed]
A Fast SVM Training Method for Very Large Datasets
Boyang Li, Qiangwei Wang, Jinglu Hu
IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1 6 277  282 2009 [Refereed]
An Automatic Segmentation Technique for Color Images based on SOFM Neural Network
Jun Zhang, Jinglu Hu
IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1 6 1005  1010 2009 [Refereed]
A Novel Clustering Based Niching EDA for Protein Folding
Benhui Chen, Jinglu Hu
2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009) 747  752 2009 [Refereed]
A TwoStep Method for Nonlinear Polynomial Model Identification Based on Evolutionary Optimization
Yu Cheng, Lan Wang, Jinglu Hu
2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009) 612  617 2009 [Refereed]
Adaptive Control for Nonlinear Systems Based on QuasiARX Neural Network
Lan Wang, Yu Cheng, Jinglu Hu
2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009) 1547  1550 2009 [Refereed]
Feature Selection for Human Resource Selection Based on Affinity Propagation and SVM Sensitivity Analysis
Qiangwei Wang, Boyang Li, Jinglu Hu
2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009) 31  36 2009 [Refereed]
A Dynamic Pattern Recognition Approach Based on Neural Network for Stock TimeSeries
Bo Zhou, Jinglu Hu
2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009) 1551  1554 2009 [Refereed]
A New Method for Identifying Nonlinear Polynomial Model Using Genetic Algorithm
J. Hu, B. Chen
Proc. of the 3rd International Symposium on Computational Intelligence and Industrial Applications (Dali) 75  84 2008.11 [Refereed]
A New SVM Based Method for Solving MultiLabel Classification Problem
B. Chen, L. Ma, J. Hu
Proc. of the 3rd International Symposium on Computational Intelligence and Industrial Applications (Dali) 325  334 2008.11 [Refereed]
Weighted Support Vector Machine with Combination Weighting Method for Human Resource Selection
Q. Wang, J. Hu, Y. Zhou
Proc. of the 3rd International Symposium on Computational Intelligence and Industrial Applications (Dali) 405  413 2008.11 [Refereed]
Network Administrator Assistance System Based on on Fuzzy CMeans Analysis
B. Chen, J. Hu, L. Duan, Y. Gu
Proc. of the 3rd International Symposium on Computational Intelligence and Industrial Applications (Dali) 49  55 2008.11 [Refereed]
Recurrent Neural Networks with MultiBranch Structure
Takashi Yamashita, Shingo Mabu, Kotaro Hirasawa, Takayuki Furuzuki
ELECTRONICS AND COMMUNICATIONS IN JAPAN 91 ( 9 ) 37  44 2008.09 [Refereed]
Human Resource Selection Based on Performance Classification Using Weighted Support Vector Machine
Q. Wang, B. Li, J. Hu
Prod. of Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on Advanced Intelligent Systems 1837  1842 2008.09 [Refereed]
遺伝的ネットワークプログラミングによる不完全データベースからのクラス相関ルールの抽出
嶋田・間普, 森川, 平澤・古月
電気学会論文誌C 128 ( 5 ) 795  803 2008.05 [Refereed]
Shingo Mabu, Kotaro Hirasawa, Hiroyuki Hatakeyama, Jinglu Hu
SICE Journal of Control, Measurement, and System Integration 44 ( 4 ) 343  350 2008.04 [Refereed]
ActorCritic を用いた遺伝的ネットワークプログラミングの小型移動ロボットの行動生成における性能評価
間普・平澤, 畠山・古月
計測自動制御学会論文集 44 ( 4 ) 795  803 2008.04 [Refereed]
Medical Association Rule Mining Using Genetic Network Programming
Kaoru Shimada, Ruoichen Wang, Kotaro Hirasawa, Takayuki Furuzuki
ELECTRONICS AND COMMUNICATIONS IN JAPAN 91 ( 2 ) 46  54 2008.02 [Refereed]
An Improved Support Vector Machine with Soft DecisionMaking Boundary
B. Li, J. Hu, K. Hirasawa
Proc. of 2008 the IASTED International Conference on Artificial Intelligence and Applications (AIA 2008) (Innsbruck) 40  45 2008.02 [Refereed]
A brainlike learning system with supervised, unsupervised, and reinforcement Learning
Takafumi Sasakawa, Jinglu Hu, Kotaro Hirasawa
Electrical Engineering in Japan (English translation of Denki Gakkai Ronbunshi) 162 ( 1 ) 32  39 2008.01 [Refereed]
Multibranch structure and its localized property in layered neural networks
Takashi Yamashita, Kotaro Hirasawa, Takayuki Furuzuki
ELECTRICAL ENGINEERING IN JAPAN 162 ( 1 ) 48  55 2008.01 [Refereed]
A Genetic Network Programming Based Method to Mine Generalized Association Rules with Ontology
G. Yang, K. Shimada, S. Mabu, K. Hirasawa, J. Hu
Journal of Advanced Computational Intelligence and Intelligent Informatics 12 ( 1 ) 63  76 2008.01 [Refereed]
A Global Optimization Method RasIDGA for Neural Network Training
D. Sohn, S. Mabu, K. Shimada, K. Hirasawa, J. Hu
Journal of Advanced Computational Intelligence and Intelligent Informatics 12 ( 1 ) 85  93 2008.01 [Refereed]
Support Vector Machine Classifier with WHM Offset for Unbalanced Data
B. Li, J. Hu, K. Hirasawa
Journal of Advanced Computational Intelligence and Intelligent Informatics 12 ( 1 ) 94  101 2008.01 [Refereed]
Multiple sequence alignment based on genetic algorithms with reserve selection
Yang Chen, Jinglu Hu, Kotaro Hirasawa, Songnian Yu
PROCEEDINGS OF 2008 IEEE INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL, VOLS 1 AND 2 1511  + 2008 [Refereed]
Solving Deceptive Problems Using A Genetic Algorithm with Reserve Selection
Yang Chen, Jinglu Hu, Kotaro Hirasawa, Songnian Yu
2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 18 884  + 2008 [Refereed]
Distributed MultiRelational Data Mining Based on Genetic Algorithm
Wenxiang Dou, Jinglu Hu, Kotaro Hirasawa, Gengfeng Wu
2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 18 744  + 2008 [Refereed]
Financial Time Series Prediction Using a Support Vector Regression Network
Boyang Li, Jinglu Hu, Kotaro Hirasawa
2008 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 18 621  627 2008 [Refereed]
Gene Classification Using An Improved SVM Classifier with Soft Decision Boundary
Boyang Li, Liangpeng Ma, Jinglu Hu, Kotaro Hirasawa
2008 PROCEEDINGS OF SICE ANNUAL CONFERENCE, VOLS 17 2375  2379 2008 [Refereed]
Quick Response Data Mining Model Using Genetic Algorithm
Wenxiang Dou, Jinglu Hu, Kotaro Hirasawa, Gengfeng Wu
2008 PROCEEDINGS OF SICE ANNUAL CONFERENCE, VOLS 17 1166  + 2008 [Refereed]
Glomerulus Extraction by Optimizing the Fitting Curve
Jun Zhang, Jinglu Hu
PROCEEDINGS OF THE 2008 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN, VOL 2 169  172 2008 [Refereed]
Glomeruli Segmentation Based on Neural Network with Fault Tolerance Analysis
Jun Zhang, Jinglu Hu
PROCEEDINGS OF THE 2008 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN, VOL 1 401  404 2008 [Refereed]
Image segmentation based on 2D Otsu method with histogram analysis
Zhang Jun, Hu Jinglu
Proceedings  International Conference on Computer Science and Software Engineering, CSSE 2008 6 105  108 2008 [Refereed]
Nuclei extraction based on multichannel information
Jun Zhang, Jinglu Hu
Proceedings  Digital Image Computing: Techniques and Applications, DICTA 2008 59  64 2008 [Refereed]
An improved discrete particle swarm optimization based on cooperative swarms
Yiheng Xu, Qiangwei Wang, Jinglu Hu
Proceedings  2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2008 2 79  82 2008 [Refereed]
Doubledeck Elevator Group Supervisory Control System Using Genetic Network Programming with Ant Colony Optimization
L. Yu, J. Zhou, S. Mabu, K. Hirasawa, J. Hu, S. Markon
IEEE Congress on Evolutionary Computation 2007 1015  1022 2007.09 [Refereed]
Recurrent Neural Networks with MultiBranch Structure
T. Yamashita, S. Mabu, K. Hirasawa, J. Hu
IEEJ Trans. EIS 127 ( 9 ) 1430  1435 2007.09 [Refereed]
Optimizating Reserve Size in Genetic Algorithms with Reserve Selection Using Reinforcement Learning
Y. Chen, J. Hu, K. Hirasawa, S. Yu
Proc. of SICE Annual Conference 2007 (Kagawa) 1341  1347 2007.09 [Refereed]
Hierarchical Association Rule Mining in Large and Dense Databases using Genetic Network Programming
E. Gonzales, K. Shimada, S. Mabu, K. Hirasawa, J. Hu
SICE Annural Conference 2007 2686  2693 2007.08 [Refereed]
J. Zhou, L. Yu, S. Mabu, K. Hirasawa, J. Hu, S. Markon
Trans. of the Institute of Electrical Engineers of Japan 127C ( 8 ) 1234  1242 2007.08 [Refereed]
Association Rule Mining for Continuous Attributes using Genetic Network Programming
K. Toboada, K. Shimada, S. Mabu, K. Hirasawa, J Hu
Genetic and Evolutionary Computation Conference 2007 1578  1578 2007.07 [Refereed]
強化学習と重要度指標を用いた遺伝的ネットワークプログラミングによる株式売買モデル
間普, 平澤, 古月
電気学会論文誌C 127 ( 7 ) 1061  1067 2007.07 [Refereed]
DoubleDeck Elevotor Group Supervisory Control System with Destination Floor Guidance System Using Genetic Network Programming
L. Yu, J. Zhou, S. Mabu, K. Hirasawa, J. Hu, S Markon
Trans. of the Institute of Electrical Engineers of Japan 127C ( 7 ) 1115  1122 2007.07 [Refereed]
An approximate stability analysis of nonlinear systems described by Universal Learning Networks
Kotaro Hirasawa, Shingo Mabu, Shinji Eto, Jinglu Hu
APPLIED SOFT COMPUTING 7 ( 3 ) 642  651 2007.06 [Refereed]
Optimization Method RasIDGA for Numerical Constrained Optimization Problems
D.Sohn, S.Mabu, K.Hirasawa, J.Hu
Journal of Advanced Computational Intelligence and Intelligent Informatics 11 ( 5 ) 469  477 2007.05 [Refereed]
ローソク足チャートを利用したGenetic Network Programmingによる株式売買モデル
間普・泉, 平澤・古月
計測自動制御学会論文集 43 ( 4 ) 317  322 2007.04 [Refereed]
Genetic Network Programming with ActorCritic
H. Hatakeyama, S. Mabu, K. Hirasawa, J. Hu
Journal of Advanced Computational Intelligence and Intelligent Informatics 11 ( 1 ) 79  86 2007.01 [Refereed]
A hierarchical learning system incorporating with supervised, unsupervised and reinforcement learning
Jinglu Hu, Takafumi Sasakawa, Kotaro Hirasawa, Huiru Zheng
ADVANCES IN NEURAL NETWORKS  ISNN 2007, PT 1, PROCEEDINGS 4491 403  + 2007 [Refereed]
GARS: An Improved Genetic Algorithm with Reserve Selection for Global Optimization
Yang Chen, Jinglu Hu, Kotaro Hirasawa, Songnian Yu
GECCO 2007: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2 1173  + 2007 [Refereed]
Performance tuning of genetic algorithms with reserve selection
Yang Chen, Jinglu Hu, Kotaro Hirasawa, Songnian Yu
2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 110, PROCEEDINGS 2202  + 2007 [Refereed]
Effects of Passenger's Arrival Distribution to Doubledeck Elevator Group Supervisory Control Systems using Genetic Network Programming
Lu Yu, Jin Zhou, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Sandor Markon
GECCO 2007: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2 6 ( 11 ) 1476  + 2007 [Refereed]
A new cooperative approach to discrete particle swarm optimization
Yiheng Xu, Jinglu Hu, Kotaro Hirasawa, Xiaohong Pang
Proceedings of the SICE Annual Conference 1311  1316 2007 [Refereed]
Adaptive Random Search with Intensification and Diversification Combined with Genetic Algorithm
S. Sohn, H. Hatakeyama, S. Mabu, K. Hirasawa, J. Hu
Journal of Advanced Computational Intelligence and Intelligent Informatics 10 ( 6 ) 921  930 2006.12 [Refereed]
Alternate Genetic Network Programming with Association Rules Acquisition Mechanisms between Attribute Families
K. Shimada, K. Hirasawa, J. Hu
Journal of Advanced Computational Intelligence and Intelligent Informatics 10 ( 6 ) 954  963 2006.12 [Refereed]
遺伝的ネットワークプログラミングによる相関ルールの抽出
嶋田, 平澤, 古月
知能と情報(日本知能情報ファジイ学会誌) 18 ( 6 ) 881  891 2006.12 [Refereed]
A QuasiARMA Model for Financial Time Series Prediction
L. Huang, J. Hu, K. Hirasawa
Proc. the 38th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (SSS2006) (Nagano) 64  69 2006.11 [Refereed]
Genetic Network Programmingによるダブルデッキ群管理システムの最適化
江口・周, 平澤, 古月・マルコン
計測自動制御学会論文集 42 ( 11 ) 1260  1268 2006.11 [Refereed]
A Brainlike Learning System with Supervised, Unsupervised and Reinforcement Learning
T.Sasakawa, J.Hu, K.Hirasawa
IEEJ Trans. on Electronics, Information and Systems 126 ( 9 ) 1165  1172 2006.09 [Refereed]
重要度指標付きGenetic Network Programmingにおける機能切り替えについて
江藤・畠山, 間普, 平澤・古月
情報処理学会論文誌 47 ( 9 ) 2860  2868 2006.09 [Refereed]
Realizing Functional Localization Using Genetic Network Programming with Importance Index
S. Eto, H. Hatakeyama, S. Mabu, K. Hirasawa, J. Hu
Journal of Advanced Computational Intelligence and Intelligent Informatics 10 ( 4 ) 555  566 2006.08 [Refereed]
Elevator Group Supervisory Control System Using Genetic Network Programming with Functional Localization
T.Eguchi, J.Zhou, S.Eto, K.Hirasawa, J.Hu, S.Marko
Journal of Advanced Computational Intelligence and Inteligent Informatics 10 ( 3 ) 385  394 2006.06 [Refereed]
Adaptation and SelfAdaptation Mechanisms in Genetic Network Programming for Mining Association Rules
K. Taboada, E. Gonzales, K. Shimada, S. Mabu, K. Hirasawa, J. Hu
Journal of Advanced Computational Intelligence and Intelligent Informatics 11 ( 3 ) 343  353 2006.06 [Refereed]
Propagation and control of stochastic signals through universal learning networks
Kotaro Hirasawa, Shingo Mabu, Jinglu Hu
NEURAL NETWORKS 19 ( 4 ) 487  499 2006.05 [Refereed]
重要度指標付きGenetic Network Programmingを用いた株式売買モデル
泉, 平澤, 古月
計測自動制御学会論文集 42 ( 5 ) 559  566 2006.05 [Refereed]
プログラムサイズ可変型マクロノードつき遺伝的ネットワークプログラミング
間普・畠山, 中越, 平澤・古月
IEEJ Trans on Electronics, Information and Systems 126 ( 4 ) 548  555 2006.04 [Refereed]
ランキング処理とノード関数最適化を考慮したGenetic Network Programmingによろエレベータ群管理システム
江口・周, 平澤, 古月・マルコン
計測自動制御学会論文集 42 ( 3 ) 281  290 2006.03 [Refereed]
Genetic Network Programming with Acquisition Mechanisms of Association Rules
K. Shimada, K. Hirasawa, J. Hu
Joural of Advanced Computational Intelligence and Intelligent Informatics 10 ( 1 ) 102  111 2006.02 [Refereed]
A study of evolutionary multiagent models based on symbiosis
T Eguchi, K Hirasawa, JL Hu, N Ota
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART BCYBERNETICS 36 ( 1 ) 179  193 2006.02 [Refereed]
Genetic network programming with acquisition mechanisms of association rules in dense database
Kaoru Shimada, Kotaro Hirasawa, Jinglu Hu
INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MODELLING, CONTROL & AUTOMATION JOINTLY WITH INTERNATIONAL CONFERENCE ON INTELLIGENT AGENTS, WEB TECHNOLOGIES & INTERNET COMMERCE, VOL 2, PROCEEDINGS 10 ( 1 ) 47  + 2006 [Refereed]
Support vector machine with fuzzy decisionmaking for realworld data classification
Boyang Li, Jinglu Hu, Kotaro Hirasawa, Pu Sun, Kenneth Marko
2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 110 587  + 2006 [Refereed]
Effective training methods for function localization neural networks
Takafumi Sasakawa, Jinglu Hu, Katsunori Isono, Kotaro Hirasawa
2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 110 4785  + 2006 [Refereed]
Genetic network programming with reinforcement learning and its application to making mobile robot behavior
Shingo Mabu, Hiroyuki Hatakeyamay, Moe Thu Thu, Kotaro Hirasawa, Jinglu Hu
IEEJ Transactions on Electronics, Information and Systems 126 ( 8 ) 1009  1015 2006 [Refereed]
Fuzzy decisionmaking SVM with an offset for realworld lopsided data classification
Boyang Li, Jinglu Hu, Kotaro Hirasawa
2006 SICEICASE INTERNATIONAL JOINT CONFERENCE, VOLS 113 3881  + 2006 [Refereed]
強化学習を用いた遺伝的ネットワークプログラミングとそのエージェントの行動生成における性能評価
間普, 平澤, 古月
情報処理学会論文誌 46 ( 12 ) 3207  3217 2005.12 [Refereed]
獲得した情報を用いる遺伝的ネットワークプログラミングによるデータマイニング
嶋田, 平澤, 古月
情報処理学会論文誌 46 ( 10 ) 2576  2586 2005.10 [Refereed]
A Neural Network Approach to Improving Identification of Nonlinear Polynominal Models
J. Hu, Y. Li, K. Hirasawa
Proc. of SICE Annual Conference (Okayama) 2005.08 [Refereed]
Genetic Network Programming Programming for Automatic Program Generation
S. Mabu, K. Hirasawa, Y. Matsuya, J. Hu
Journal of Advanced Computational Intelligence and Intelligent Informatics 9 ( 4 ) 430  436 2005.08 [Refereed]
Genetic Network Programmingによるエレベータ群管理システムの基礎検討
江口・周, 平澤, 古月・マルコン
IEEJ Trans on Electronics, Information and Systems 125 ( 7 ) 1055  1062 2005.07 [Refereed]
階層型ニューラルネットワークにおけるマルチブランチ構造とその局所性
山下, 平澤, 古月
IEEJ Trans. on Electronics, Information and Systems 125 ( 6 ) 941  947 2005.06 [Refereed]
Genetic Network Prorammingによる株価予測と売買モデル
森, 平澤, 古月
IEEJ Trans. on Electronics, Information and Systems 125 ( 4 ) 631  636 2005.04 [Refereed]
機能局在型Genetic Network Programmingの構成
江藤, 平澤, 古月
IEEJ Trans. on Electronics, Information and Systems 125 ( 2 ) 329  336 2005.02 [Refereed]
Selforganizing Function Localization Neural Network
T.Sasakawa, J.Hu, K.Hirasawa
Trans. of the Society of Instrument and Control Engineers 41 ( 1 ) 67  74 2005.01 [Refereed]
Performance optimization of function localization neural network by using reinforcement learning
T Sasakawa, JL Hu, K Hirasawa
Proceedings of the International Joint Conference on Neural Networks (IJCNN), Vols 15 1314  1319 2005 [Refereed]
Performance optimization of function localization neural network by using reinforcement learning
T Sasakawa, JL Hu, K Hirasawa
Proceedings of the International Joint Conference on Neural Networks (IJCNN), Vols 15 1314  1319 2005 [Refereed]
Genetic Network Programming with Evolution and Learning and Its Application to the Tileworld Problem
Shingo Mabu, Kotaro Hirasawa, Jinglu Hu
T. SICE 40 ( 11 ) 1106  1113 2004.11 [Refereed]
一般化学習ネットワークの教師つき学習による連想記憶モデルの構築
平澤・渋田, 古月・大田
IEEJ Trans. on Electronics, Information and Systems 124 ( 11 ) 2359  2367 2004.11 [Refereed]
中越・間普, 平澤・古月
IEEJ Trans. on Electronics, Information and Sysems 124 ( 8 ) 1619  1625 2004.08 [Refereed]
A Robust Controller Design Method of Nonlinear Systems Based on Feedback Error Learning
H. Chen, K. Hirasawa, J. Hu
Machine Intelligence & Robotic Control 5 ( 4 ) 121  128 2004.04 [Refereed]
適応的離散ランダム探索法RasIDDと最適化問題への適用
平澤・宮崎, 古月・後藤
信号処理(Journal of Signal Processing) 8 ( 4 ) 351  358 2004.04 [Refereed]
一般化学習ネットワークを利用した非線形離散時間動的システムの安定解析
平澤, 古月, 于・間普
信号処理(Journal of Signal Processing) 8 ( 3 ) 235  247 2004.03 [Refereed]
ネットワーク型アセンブリ言語を用いた人工生態系モデルの基礎検討
白石・平澤, 古月・村田
IEEJ Trans. on Electronics, Information and Systems 124 ( 2 ) 418  424 2004.02 [Refereed]
マルチエージェントシステムの共生進化モデルの構築
江口, 平澤, 古月
情報処理学会論文誌:数理モデル化と応用 45 ( 2 ) 144  156 2004.02 [Refereed]
共生と進化現象を統合する生態系のモデル化の研究
山下・平澤, 古月・武居
信号処理(Journal of Signal Processing) 8 ( 1 ) 63  72 2004.01 [Refereed]
A robust control method for a PVsupplied DC motor using universal learning networks
A Hussein, K Hirasawa, JL Hu
SOLAR ENERGY 76 ( 6 ) 771  780 2004 [Refereed]
Selforganized function localization neural network
T Sasakawa, JL Hu, K Hirasawa
2004 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 14, PROCEEDINGS 1463  1468 2004 [Refereed]
Training quasiARX neural network model by homotopy approach
JL Hu, XB Lu, K Hirasawa
SICE 2004 ANNUAL CONFERENCE, VOLS 13 367  372 2004 [Refereed]
A functions localized neural network with branch gates
QY Xiong, K Hirasawa, JL Hu, J Murata
NEURAL NETWORKS 16 ( 10 ) 1461  1481 2003.12 [Refereed]
平澤・山下, 古月・李
信号処理(Journal of Signal Processing) 7 ( 6 ) 411  420 2003.11 [Refereed]
Genetic Network Programmingを用いた共生学習進化型マルチエージェントシステム
江口・平澤, 古月・村田
IEEJ Trans. on Electronics, Information and Systems 123 ( 3 ) 517  527 2003.03 [Refereed]
Neural Network Based Prediction Model for Control of Nonlinear Systems
J.Hu, K.Hirasawa
Trans. of the Society of Instrument and Control Engineering 39 ( 2 ) 168  175 2003.02 [Refereed]
平澤・中西, 江口・古月
IEEJ Trans. on Electronics, Information and Systems 123 ( 1 ) 67  74 2003.01 [Refereed]
Variable Size Genetic Network Programming
Katagiri Hironobu, Hu Jinglu, Murata Junichi, Hirasawa Kotaro
IEEJ Transactions on Electronics, Information and Systems 123 ( 1 ) 57  66 2003 [Refereed]
Online Learning of Genetic Network Programming and its Application to Prisoner's Dilemma Game
Shingo Mabu, Jinglu Hu, Junichi Murata, Kotaro Hirasawa
IEEJ Transactions on Electronics, Information and Systems 123 ( 3 ) 535  543 2003 [Refereed]
Coevolution of Hetero Multiagent Systems using Genetic Network Programming
Hirasawa Kotaro, Okubo Masafumi, Hu Jinglu, Murata Junichi, Matsuya Yuko
IEEJ Transactions on Electronics, Information and Systems 123 ( 3 ) 544  551 2003 [Refereed]
Hybrid Universal Learning Networks
Dazi Li, Jinglu Hu, Junichi Murata, Kotaro Hirasawa
IEEJ Transactions on Electronics, Information and Systems 123 ( 3 ) 552  559 2003 [Refereed]
Increasing Robustness of Binarycoded Genetic Algorithm
Jiangming Mao, Junichi Murata, Kotaro Hirasawa, Jinglu Hu
IEEJ Transactions on Electronics, Information and Systems 123 ( 9 ) 1625  1630 2003 [Refereed]
Genetic Network Programmingとそのマルチエージェントシステムへの応用
片桐・平澤, 古月・村田
IEEJ Trans. on Electronics, Information and Systems 122 ( 12 ) 2145  2156 2002.12 [Refereed]
Robust Neural Controller Designing Method with a Dual Learning Algorithm
H. Chen, K. Hirasawa, J. Hu
Machine Intelligence and Robotic Control 4 ( 4 ) 135  142 2002.12 [Refereed]
A QuasiARX Model Incororating Neural Networks for Control of Nonlinear Systems
J. Hu, K. Hirasawa, K. Kumamaru
Proc. of the 15th IFAC World Congress (Barcelona) 2002.10 [Refereed]
An Adaptive Random Search Algorithm with Tuning Capabilities
J. Hu, K. Hirasawa, H. Miyazaki
Proc. of the 34th ISCIE International Symposium on Stochastic System Theory and Its Applications (Fukuoka) 148  153 2002.10 [Refereed]
Universal Learning Networks with Branch Control
Q. Xiong, K. Hirasawa, J. Hu, D. Li
IEEJ Trans. on Electronics, Information and Systems 122 ( 10 ) 1812  1820 2002.10 [Refereed]
H. Katagiri, K. Hirasawa, J. Hu, J. Murata, M. Kosaka
Trans. of the Society of Instrument and Control Engineering 38 ( 5 ) 485  494 2002.05 [Refereed]
W. Wan, K. Hirasawa, J. Hu, J. Murata
Trans. of the Society of Instrument and Control Engineering 38 ( 4 ) 411  419 2002.04 [Refereed]
マルチエージェントシステムの共生学習進化(Masbiole)の基礎検討
平澤・吉田, 中西・古月
IEEJ Trans. on Electronics, Information and Systems 122 ( 3 ) 346  354 2002.03 [Refereed]
Online Learning of Genetic Network Programming
S. Mabu, K. Hirasawa, J. Hu, J. Murata
IEEJ Trans. on Electronics, Information and Systems 122 ( 3 ) 355  362 2002.03 [Refereed]
Online learning of Genetic Network Programming (GNP)
S Mabu, K Hirasawa, JL Hu, J Murata
CEC'02: PROCEEDINGS OF THE 2002 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2 1 321  326 2002
The Basic Study of Artificial Ecosystem Models Using NetworkType AssemblyLike Language.
Yuhki Shiraishi, Kotaro Hirasawa, Jinglu Hu, Junichi Murata
Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO2002) 412  418 2002
一般化学習ネットワークのインパルス応答に基づく非線形制御方式
平澤・橋本, 古月, 村田・金
IEEJ Trans. on Electronics, Information and Systems 122 ( 1 ) 105  115 2002.01 [Refereed]
A method for applying multilayer perceptrons to control of nonlinear systems
J Hu, K Hirasawa
ICONIP'02: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING 1267  1271 2002 [Refereed]
A quasiARMAX approach to modelling of nonlinear systems
JL Hu, K Kumamaru, K Hirasawa
INTERNATIONAL JOURNAL OF CONTROL 74 ( 18 ) 1754  1766 2001.12 [Refereed]
Overlapped MultiNeuralNetowrk and Its Traing Algorithm
J. Hu, K. Hirasawa, Q.Xiong
IEEJ Trans. on Electronics, Information and Systems 121 ( 12 ) 1949  1956 2001.12 [Refereed]
Genetic Symbiosis Algorithm for Multiobjective Optimization Problems
J. Mao, K. Hirasawa, J. Hu, J. Murata
Trans. of the Society of Instrument and Control Engineers 37 ( 9 ) 894  901 2001.09 [Refereed]
A New Minimax Control Method for Nonlinear Systems Using Universal Learning Networks
H. Chen, K. Hirasawa, J. Hu, J. Murata
IEEJ Trans. on Electronics, Information and Systems 121 ( 9 ) 1471  1478 2001.09 [Refereed]
A homotopy approach to improving PEM identification of ARMAX models
JL Hu, K Hirasawa, K Kumamaru
AUTOMATICA 37 ( 9 ) 1323  1334 2001.09 [Refereed]
蟻の行動進化におけるGenetic Netwok ProgrammingとGenetic Programmingの性能比較
平澤, 大久保, 古月
IEEJ Trans. on Electronics, Information and Systems 121 ( 6 ) 1001  1009 2001.06 [Refereed]
A new control method of nonlinear systems based on impulse responses of universal learning networks
K Hirasawa, JL Hu, J Murata, CZ Jin
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART BCYBERNETICS 31 ( 3 ) 362  372 2001.06 [Refereed]
白石・平澤, 古月・村田
IEEJ Trans. on Electronics, Information and Systems 121 ( 1 ) 187  195 2001.01 [Refereed]
平澤・衛藤, 古月, 村田・熊
IEEJ Trans. on Electronics, Information and Systems 121 ( 1 ) 98  105 2001.01 [Refereed]
平澤, 吉田, 古月
IEEJ Trans. on Electronics, Information and Systems 121 ( 1 ) 177  186 2001.01 [Refereed]
An embedded sigmoidal neural network for modeling of nonlinear systems
JL Hu, K Hirasawa
IJCNN'01: INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 14, PROCEEDINGS 3 1698  1703 2001 [Refereed]
A hierarchical method for training embedded sigmoidal neural networks
J Hu, K Hirasawa
ARTIFICIAL NEURAL NETWORKSICANN 2001, PROCEEDINGS 2130 937  942 2001 [Refereed]
Enhancing the generalization ability of neural networks by using GramSchmidt orthogonalization algorithm
WS Wan, K Hirasawa, JL Hu, J Murata
IJCNN'01: INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 14, PROCEEDINGS 39 ( 7 ) 1721  1726 2001 [Refereed]
金・平澤, 古月, 村田・松岡
情報処理学会論文誌:数理モデル化と応用 41 ( SIG 7 ) 64  78 2000.11 [Refereed]
平澤・四元, 古月・于
IEEJ Trans. on Electronics, Information and Systems 120 ( 10 ) 1380  1387 2000.10 [Refereed]
QuasiARMAX Modeling Approaches to Identification and Prediction of Nonlinear Systems
J. Hu, K. Kumamaru, K. Hirasawa
Proc. of the 12th IFAC Symposium on Identification (Santa Barbara) 2000.06 [Refereed]
Universal learning network and its application to robust control
K Hirasawa, J Murata, J Hu, C Jin
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART BCYBERNETICS 30 ( 3 ) 419  430 2000.06 [Refereed]
Stability Analysis of Robust Control Using Higher Order Derivatives of Universal Learning Networks
Y. Yu, K. Hirasawa, J. Hu, J. Murata
Machine Intelligence and Robotic Control 2 ( 3 ) 117  127 2000.06 [Refereed]
Chaos control on universal learning networks
K Hirasawa, J Murata, JL Hu, CZ Jin
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART CAPPLICATIONS AND REVIEWS 30 ( 1 ) 95  104 2000.02 [Refereed]
RasID Training of MultiAgent Systems with Fuzzy InferenceBased Mutual Interactions
K. Hirasawa, J. Murata, J. Hu, C.Z. Jin
Machine Intelligence & Robotic Control 2 ( 1 ) 17  25 2000.02 [Refereed]
Universal Learning Networks with Branch Control
Kotaro Hirasawa, Jinglu Hu, Qingyu Xiong, Junichi Murata, Yuhki Shiraishi
Proceedings of the International Joint Conference on Neural Networks 3 97  102 2000
Selforganization in probabilistic neural networks.
Yuhki Shiraishi, Kotaro Hirasawa, Jinglu Hu, Junichi Murata
Proceedings of the IEEE International Conference on Systems, Man & Cybernetics: "Cybernetics Evolving to Systems, Humans, Organizations, and their Complex Interactions"(SMC) 2533  2538 2000
Overlapped multineuralnetwork: A case study
JL Hu, K Hirasawa
IJCNN 2000: PROCEEDINGS OF THE IEEEINNSENNS INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOL I I 120  125 2000 [Refereed]
A Probabilistic Learning Network Based Robust Control Scheme for Nonlinear Systems
J. Hu, K. Hirasawa, J. Murata, C.Z. Jin, T. Matsuoka
Journal of Advanced Computational Intelligence and Intelligent Informatics 3 ( 6 ) 485  489 1999.12 [Refereed]
A Neurofuzzy Approach to Fault Detection of Nonlinear Systems
J. Hu, K. Kumamaru, K. Hirasawa
Journal of Advanced Computational Intelligence and Intelligent Informatics 3 ( 6 ) 524  531 1999.12 [Refereed]
Adaptive Random Search Approach to Identification of Neural Network Model
J. Hu, K. Hirasawa
Proc of the 31th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (Yokohama) 73  78 1999.11 [Refereed]
ファジイ共生と学習を考慮したLotkaVolterra生態系モデル
楠見・平澤, 古月・村田
IEEJ Trans. on Electionics, Information and Systems 119 ( 11 ) 1405  1413 1999.11 [Refereed]
遺伝的共生アルゴリズム
平澤・石川, 古月・村田
計測自動制御学会論文集 35 ( 9 ) 1198  1206 1999.09 [Refereed]
Adaptive Predictor for Control of Nonlinear Systems Based on Neurofuzzy Models
J. Hu, K. Hirasawa, K. Kumamaru
Proc. of European Control Conference (Karlsruhe) 1999.08 [Refereed]
Control of Decentrlized Systems Based on Nash Equilibrium Concept of Game Theory
K. Hirasawa, J. Hu, Y. Yamamoto, C. Jin, Y. Eki
Journal of Advanced Computational Intelligence and Intelligent Informatics 3 ( 4 ) 312  319 1999.08 [Refereed]
LimNet  Flexible Learning Network Containing Linear Properties
J. Hu, K. Hirasawa, K. Kumamaru
Journal of Advanced Computational Intelligence and Intelligent Informatics 3 ( 4 ) 303  311 1999.08 [Refereed]
A NeurofuzzyBased Adaptive Predictor for Control of Nonlinear Systems
J. Hu, K. Hirasawa, K. Kumamaru
Trans. of the Society of Instrument and Control Engineers 35 ( 8 ) 1060  1068 1999.08 [Refereed]
Control of Nonlinear Systems Based on a Probabilistic Learning Network
J. Hu, K. Hirasawa, C. Jin, T. Matsuoka
Proc of the 14th IFAC World Congress (Beijing) C 447  452 1999.07 [Refereed]
An Indirect Approach to Adaptive Control of Nonlinear Systems Using QuasiARMAX Model
J. Hu, K. Kumamaru, K. Hirasawa, K. Inoue
Proc. of the 14th IFAC World Congress (Beijing) I 391  396 1999.07 [Refereed]
Object Oriented Learning Network and Its Applications
J. Hu, K. Hirasawa
Proc. of IEEE International Joint Conference on Neural Networks (Washington) 1999.07 [Refereed]
平澤, 古月, 金
IEEJ Trans. on Electronics, Information and Systems 119 ( 7 ) 890  895 1999.07 [Refereed]
M. Han, K. Hirasawa, J. Hu, J. Murata
IEEJ Trans. on Electronics, Information and Systems 119 ( 5 ) 567  574 1999.05 [Refereed]
KDIBased Robust Fault Detection in Presence of Nonlinear Undermodeling
J. Hu, K. Kumamaru, K. Inoue, K. Hirasawa
Trans. of the Society of Instrument and Control Engineers 35 ( 2 ) 200  207 1999.02 [Refereed]
A Homotopy Approach to Identification of ARMAX Systems
J. Hu, K. Hirasawa
IEEJ Trans. on Electronics, Information and Systems 119 ( 2 ) 206  211 1999.02 [Refereed]
Learning Petri Network and its application to nonlinear system control
K Hirasawa, M Ohbayashi, S Sakai, JL Hu
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART BCYBERNETICS 28 ( 6 ) 781  789 1998.12 [Refereed]
Identification of ARMAX Model Model Based on Homotopy Approaches
J. Hu, K. Hirasawa, K. Kumamaru
Proc. of the 30th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (Kyoto) 87  92 1998.11 [Refereed]
A hybrid QuasiARMAX Modeling Scheme for Identification of Nonlinear Systems
J. Hu, K. Kumamaru, K. Inoue, K. Hirasawa
Trans. of the Society of Instrument and Control Engineers 34 ( 8 ) 977  985 1998.08 [Refereed]
RasID  Random Search for Neural Netwroks Training
J. Hu, K. Hirasawa, J. Murata
Journal of Advanced Computational Intelligence and Intelligent Informatics 2 ( 4 ) 134  141 1998.08 [Refereed]
ニューラルネットワークの適応的ランダム探索最適化手法
平澤・東郷, 古月, 大林・サオ・村田
計測自動制御学会論文集 34 ( 8 ) 1088  1096 1998.08 [Refereed]
Computing Higher Order Derivatives in Universal Learning Networks
K. Hirasawa, J. Hu, J. Murata
Journal of Advanced Computational Intelligence and Intelligent Informatics 2 ( 2 ) 47  53 1998.04 [Refereed]
Clustering Control of Chaos Universal Learning Network
K. Hirasawa, J. Misawa, J. Hu, M. Ohbayashi, Y. Eki
Journal of Robotics and Mechatronics 10 ( 4 ) 305  310 1998.04 [Refereed]
Fault detection of nonlinear systems by using hybrid quasiARMAX models
K Kumamaru, J Hu, K Inoue, T Soderstrom
(SAFEPROCESS'97): FAULT DETECTION, SUPERVISION AND SAFETY FOR TECHNICAL PROCESSES 1997, VOLS 13 1125  1130 1998 [Refereed]
Identification of nonlinear blackbox systems based on Universal Learning Networks
JL Hu, K Hirasawa, J Murata, M Ohbayashi, K Kumamaru
IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE 2465  2470 1998 [Refereed]
Adaptive control of nonlinear blackbox systems based on Universal Learning Networks
JL Hu, K Hirasawa, J Murata, M Ohbayashi, K Kumamaru
IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE 2453  2458 1998 [Refereed]
A new random search method for neural network learning  RasID
JL Hu, K Hirasawa, J Mutata, M Ohbayashi, Y Eki
IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE 2346  2351 1998 [Refereed]
KDIBased Robust Fault Detection Scheme for Nearly Linear Systems
J. Hu, K. Kumamaru, K. Inoue, K. Hirasawa
Proc of the 29th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (Tokyo) 13  18 1997.11 [Refereed]
Fuzzy Models Embedding of STR Controller for Nonlinear Stochastic Systems
J. Hu, K. Hirasawa, K. Kumamaru
Proc. of the 29th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (Tokyo) 51  56 1997.11 [Refereed]
A Method of Robust Fault Detection for Dynamic Systems by Using QuasiARMAX Modeling
K. Kumamaru, J. Hu, K. Inoue, T. Soderstrom
Proc of the 11th IFAC Symposium on Identification (Kitakyushu) 3 1207  1212 1997.07 [Refereed]
Adaptive Control of Nonlinear Stochastic Systems Based on a Hybrid QuasiARMAX Model
J. Hu, K. Kumamaru, K. Inoue
Proc. of the 28th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (Kyoto) 149  154 1996.11 [Refereed]
Robust Fault Detection Using Index of Kullback Discrimination Information
K. Kumamaru, J. Hu, K. Inoue, T. Soderstrom
Proc of the 13th IFAC World Congress (San Francisco) 205  210 1996.06 [Refereed]
A Hybrid Robust Identification Using Genetic Algorithm and Gradient Method
J. Hu, K. Kumamaru, K. Inoue
Trans. of the Society of Instrument and Control Engineers 32 ( 5 ) 714  721 1996.05 [Refereed]
A hybrid quasiARMAX modeling scheme for identification and control of nonlinear systems
JG Hu, K Kumamaru, K Inoue
PROCEEDINGS OF THE 35TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 14 1413  1418 1996 [Refereed]
「進化技術ハンドブック」、第21章 21.1 自己組織化機能局在型ニューラルネットワーク、21.4 非線形多項式モデルの同定
古月 敬之( Part： Contributor)
近代科学社、東京 2011.11 ISBN: 9784764904187
Protein Structure Prediction Based on HP Model Using an Improved Hybrid EDA
Benhui Chen, Jinglu Hu( Part： Contributor)
Exploitation of Linkage Learning in Evolutionary Algorithms, SpringerVerlag, Berlin, Germany 2010.05 ISBN: 9783642128332
「ニューラルネットワーク計算知能」、第2章 線形特性を有するニューラルネットワーク
古月 敬之( Part： Contributor)
森北出版株式会社, 東京 2006.09 ISBN: 4627829914
A Method for Applying Neural Networks to Control of Nonlinear Systems
J.Hu, K.Hirasawa( Part： Contributor)
Neural Information Processing Research and Development, Springer, Berlin, Germany 2004.05 ISBN: 3540211233
Statistical Methods for Robust Change Detection in Dynamical Systems with Model Uncertainty
K. Kumamaru, J. Hu, K.Inoue, T. Soderstrom( Part： Contributor)
Statistical Methods in Control and Signal Processing, Mercel Dekker Inc., New York, USA 1997.08 ISBN: 0824799488
Benchmark Test of RasIDGA for Inequality/Equality Constrained Optimization
SOHN Dongkyu, MABU Shingo, HIRASAWA Kotaro, HU Jinglu
FAN Symposium : Intelligent System Symposiumfuzzy, AI, neural network applications technologies 16 155  160 2006.09
A preliminary study of portfolio of stock markets by GNP with a number of start nodes
SHIRAISHI Kensei, MABU Shingo, HIRASAWA Kotaro, HU Jinglu
FAN Symposium : Intelligent System Symposiumfuzzy, AI, neural network applications technologies 16 145  150 2006.09
Genetic Network Programming with ActorCritic
HATAKEYAMA Hiroyuki, MABU Shingo, HIRASAWA Kotaro, HU Jinglu
FAN Symposium : Intelligent System Symposiumfuzzy, AI, neural network applications technologies 16 95  100 2006.09
Multi Agent System with Symbiotic Learning and Evolution
TANAKA Daisuke, MABU Shingo, HIRASAWA Kotaro, HU Jinglu
FAN Symposium : Intelligent System Symposiumfuzzy, AI, neural network applications technologies 16 187  192 2006.09
Basic study of Genetic Network Programming with Intron
HATA Kazuhiro, MABU Shingo, ETO Shinji, HIRASAWA Kotaro, HU Jinglu
FAN Symposium : Intelligent System Symposiumfuzzy, AI, neural network applications technologies 16 267  272 2006.09
Genetic Network Programming considering the evolution of Breadth and Depth
ETO Shinji, HIRASAWA Kotaro, FURUZUKI Takayuki
FAN Symposium : Intelligent System Symposiumfuzzy, AI, neural network applications technologies 16 263  266 2006.09
Genetic Network Programming with Automatically Generated Variable Size Macro Nodes
20 607  610 2004.06
ISCIIA2008 Excellent Paper Award
2008.11
電気学会 優秀論文賞
2001.09
広東省高教科技進歩二等賞
1991.10
広東省高教科技進歩二等賞
1989.10
中国教委科技成果二等賞
1986.05
Automatic Financial News Summary Using GPU based Deep Neural Networks
Project Year :
Deep QuasiLinear SVM Based on Deep Neural Network and Its Applications
Project Year :
Study on QuasiLinear Support Vector Machine and Its Applications
Project Year :
利用しやすい構造を有する準線形サポートベクターマシンの構成と応用に関する研究
科学研究費助成事業(早稲田大学) 科学研究費助成事業(基盤研究(C))
Project Year :
Study on Hierarchical and Function Localized Brainlike Systems
Project Year :
Study on Learning and Evolution of Genetic Network Programming and Its Application
Project Year :
Study on Learning and Evolution of Genetic Network Programming and Its Application
Project Year :
Learning and Evolution of Intelligent Systems Composed of Multiindividuals Interacting with Each Other
Project Year :
Project Year :
Study of Modeling and Intelligent Control of Complex Systems Using Learning Networks
Autonomous systems with explanatory internal models
Learning Networks with Structure EasytoUse
2010 平澤 宏太郎, 間普 真吾
有向グラフ遺伝子を持つ進化型計算によるデータマイニングに関する研究
2005 平澤 宏太郎
2005 平澤 宏太郎
遺伝的ネットワークプログラミングを用いたデータマイニングに関する研究
2004 平澤 宏太郎
2004 平澤 宏太郎
Graduate School of Information, Production and Systems
2022 spring semester
Graduate School of Information, Production and Systems
2022 spring semester
Neurocomputing Systems Research (Master's Thesis)
Graduate School of Information, Production and Systems
2022 full year
Neurocomputing Systems Research (Fall)
Graduate School of Information, Production and Systems
2022 fall semester
Neurocomputing Systems Research (Spring)
Graduate School of Information, Production and Systems
2022 spring semester
Graduate School of Information, Production and Systems
2022 fall semester
Graduate School of Information, Production and Systems
2022 fall semester
Neurocomputing Systems Research (Doctor's Thesis)
Graduate School of Information, Production and Systems
2022 full year
Neurocomputing Systems Research (Fall)
Graduate School of Information, Production and Systems
2022 fall semester
Neurocomputing Systems Research (Spring)
Graduate School of Information, Production and Systems
2022 spring semester