教員情報 - 山内　康一郎

ヤマウチ　コウイチロウ YAMAUCHI Koichiro
山内　康一郎

所属工学部情報工学科

大学院工学研究科情報工学専攻

ＡＩ数理データサイエンスセンター

職名教授

著書・論文歴
論文	Quick Continual kernel learning on bounded memory space based on balancing between adaptation and forgetting Evolving Systems 14 (0),437-460頁 (単著) 2022/12
論文	Few-shot Class Incremental learning with Generative Feature Replay Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2021) (0),259-267頁 (共著) 2021/02
著書	作って学ぶニューラルネットワーク --機械学習の基礎から追加学習まで-- (0) (単著) 2020/10
論文	Lightweight Modal Regression for Stand Alone Embedded Systems Neural Information Processing --26th International Conference, ICONIP 2019-- LNCS11594 (0),367-379頁 (共著) 2019/12
論文	Swap kernel regression Artificial Neural Networks and Machine Learning -- ICANN2019 LNCS 11728 (0),223-238頁 (共著) 2019/09
論文	人と機械学習の協調による未知問題の解の探索法 The Proceedings of the 29 th Annual Conference of Japanese Neural Network Society (0) (共著) 2019/09
論文	Collaborative Learning of Human and Computer: SupervisedActor-Critic based Collaboration Scheme Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2019) (0),794-801頁 (共著) 2019/02
論文	One-pass incremental-Learning of temporal patterns with a bounded memory constraint Proceedings ITISE 2018. Granada, 19--21 3 (0),1253-1264頁 (共著) 2018/09
論文	Minimum modal regression ICPRAM2018 7th International Conference on Pattern Recognition Applications and Methods (0),448-455頁 (共著) 2018/01
論文	A Quick Maximum Power Point Tracking Method Using an Embedded Learning Algorithm for Photovoltaics on Roads Recent Developments in Photovoltaic Materials and Devices (0),85-106頁 (単著) 2018
論文	Risk Sensitive Reinforcement Learning Scheme Is Suitable for Learning on a Budget Neural Information Processing --23rd International Conference, ICONIP 2016-- LNCS9949 (0),202-210頁 (共著) 2016/10
論文	Multithreading Incremental Learning Scheme for Embedded System to Realize a High-Throughput Neural Information Processing --23rd International Conference, ICONIP 2016-- LNCS9948 (0),204-213頁 (共著) 2016/10
論文	Quick MPPT microconverter using a limited general regression neural network with adaptive forgetting Sustainable Energy Engineering and Application (ICSEEA), 2015 International Conference on (0),42-48頁 (共著) 2016/02
論文	Co-learning system for humans and machines using a weighted majority-based method International Journal of Hybrid Intelligent Systems (13),63-76頁 (共著) 2016
論文	A Co-learning system for human and machines Proceedings of the 2015 Seventh International Conference of Soft Computing and Pattern Recognition (SoCPaR2015) (0),363-368頁 (共著) 2015/11
論文	一般回帰ニューラルネットワークによる群知能統合法第25回日本神経回路学会全国大会 P-46 (0),36-37頁 (共著) 2015/09
論文	Incremental learning on a budget and a quick calculation method using a tree-search algorithm IJCNN2015: The International Joint Conference on Neural Networks 2015 (0),3719-3725頁 (共著) 2015/07
論文	Acceleration of reinforcement learning via game-based renewal energy management system SCISISIS2014 (0),415-420頁 (共著) 2014/12
論文	A Dynamic Pruning Strategy for Incremental Learning on a Budget Neural Information Processing -- The 21st International Conference, ICONIP2014 -- LNCS8834 (1),295-303頁 (共著) 2014/11
論文	Improved Limited General Regression Neural Network for Embedded Systems JNNS2014 Hakodate (0) (共著) 2014/08
論文	Incremental learning on a budget and its application to quick maximum power point tracking of photovoltaic systems Journal of Advanced Computational Intelligence and Intelligent Informatics 18 (4),682-696頁 (単著) 2014
論文	昆虫脳をヒントにした学習エンジンとその応用 ARENA 17 (0),163-167頁 (単著) 2014
論文	Incremental learning on a budget and its application to power electronics Neural Information Processing -- The 20th International Conference, ICONIP2013 -- LNCS8227 (0),341-351頁 (共著) 2013/11
論文	An importance weighted projection method for incremental learning under unstationary environments IJCNN2013: The International Joint Conference on Neural Networks 2013 (0) (単著) 2013/08
論文	Incremental learning on a budget and its application to quick maximum power point tracking of photovoltaic systems The 6th International Conference on Soft Computing and Intelligent Systems (0),71-78頁 (単著) 2012/11
論文	A limited general regression neural network and its application to a quick maximum power point tracker The 22th Annual Conference of Japanese Neural Network Society (0) (共著) 2012/09
論文	A Quick Maximum Power Point Tracking Converter for Photovoltaic Systems Using A Limited General Regression Neural Network The 22th Annual Conference of Japanese Neural Network Society (0),P20 (共著) 2012/09
論文	Incremental Learning of Limited Kernel Associative Memory The 21st Annual Conference of the Japanese Neural Network Society P3-24 (0),184-185頁 (共著) 2011/12
論文	Incremental model selection and ensemble prediction under virtual concept drifting environments Evolving Systems 2 (4),249-260頁 (単著) 2011/11
論文	Pruning with Replacement and Automatic Distance Metric Detection in Limited General Regression Neural Networks Proceedings of International Joint Conference on Neural Networks, San Jose, California, USA, July 31 - August 5, 2011 (0),899-906頁 (単著) 2011/07
論文	Incremental Model Selection and Ensemble Prediction under Virtual Concept Drifting Environments PRICAI 2010: Trends in Artificial Intelligence LNAI6230 (0),570-582頁 (単著) 2010/08
論文	Incremental Learning and Model Selection under Virtual Concept Drifting Environments The 2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010) (0),2389-2396頁 (単著) 2010/07
論文	High-Speed Maximum Power Point Tracker for Photovoltaic Systems Using Online Learning Neural Networks Journal of Advanced Computational Intelligence and Intelligent Informatics 14 (6),677-682頁 (共著) 2010
論文	Quick Maximum Power Point Tracking of Photovoltaic using Online Learning Neural Network Neural Information Processing 16th International Conference on Neural Information Processing Bangkok, Thailand, December 1-5, 2009, Part I LNCS5863 (1),606-613頁 (共著) 2009/12
論文	Computational Modeling of Risk-Dependent Eye Movements of Car Drivers 2009 IEEE International Conference on Systems, Man and Cybernetics (SMC 2009) (0),2457-2461頁 (共著) 2009/10
論文	Neural Network を用いた太陽電池の学習機能付きMPPT制御 The 19th Intelligent System Symposium(FAN 2009) and The 1st International Workshop on Aware Computing (IWAC2009) (0),502-505頁 (共著) 2009/09
論文	Learning, Detecting, Understanding, and Predicting Concept Changes The 2009 International Joint Conference on Neural Networks IJCNN 2009 Conference Proceedings (0),2280-2287頁 (共著) 2009/06
論文	Optimal incremental learning under covariate shift Memetic Computing 1 (4),271-279頁 (単著) 2009
論文	統計的手法と事例ベース手法を併用したスパムフィルタリング電子情報通信学会論文誌 J91-D (11),2569-2578頁 (共著) 2008/11
論文	Computational Modeling of Risk-Related Eye Movement of Car Drivers Advances in Neuro-Information Processing 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I (0),293-300頁 (共著) 2008/11
論文	Covariate Shift and Incremental Learning Advances in Neuro-Information Processing 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I (0),1154-1162頁 (単著) 2008/11
論文	Detecting Sudden Concept Drift with Knowledge of Human Behavior 2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008) (0),3261-3267頁 (共著) 2008/10
論文	人間行動に着想を得た突然かつ重大な学習対象変化の検出法電子情報通信学会論文誌 J91-D (1),51-64頁 (共著) 2008/01
論文	PLS Mixture Model for Online Dimension Reduction 14th International Conference, ICONIP 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Part I LNCS4984 (1),279-288頁 (共著) 2007/11
論文	Quick online feature selection method for regression --A feature selection method inspired by human behavior-- Proceedings of 2007 IEEE International Conference on Systems, Man and Cybernetics (0),1895-1900頁 (共著) 2007/10
論文	Detecting Concept Drift using Statistical Testing The Tenth International Conference on Discovery Science LNAI4755 (0),264-269頁 (共著) 2007/10
論文	Incremental Learning of Spatio-temporal Patterns with Model Selection ICANN2007 International Conference on Artificial Neural Networks LNCS4668 (0),149-158頁 (共著) 2007/09
論文	Adaptive Classifiers-Ensemble System for Tracking Concept Drift Proceedings of the sixth International Conference on Machine Learning and Cybernetics (ICMLC 2007) (0),3607-3612頁 (共著) 2007/08
論文	Incremental Learning and Model Selection for Radial Basis Function Network through Sleep IEICE TRANSACTIONS on Information and Systems E90-D (4),722-735頁 (共著) 2007/04
論文	Model of driver eye motion based on driving plan and prediction of changes in the environment Proceedings of the 2007 IEEE Symposium on Foundations of Computational Intelligence (FOCI 2007) (0),289-295頁 (共著) 2007/04
論文	An On-line Learning Algorithm with Dimension Selection using Minimal Hyper Basis Function Networks Systems and Computers in Japan 37 (11),11-21頁 (共著) 2006/10
論文	Sleep learning IEEE World Congress on Computational Intelligence (WCCI2006) (0),6295-6302頁 (共著) 2006/07
論文	Incremental Leaning and Model Selection for Regression through Sleep 12th International Conference on Neural Information Processing (0),326-331頁 (共著) 2005/10
論文	投機的モデル当てはめによるリアルタイムでの機械学習法の研究日本認知科学会22回大会発表論文集 (0),334-335頁 (共著) 2005/07
論文	ACE: Adaptive Classifiers-Ensemble System for Concept-Drifting Environments Multiple Classifier Systems: 6th International Workshop, MCS 2005, Seaside, CA, USA 3541 (0),176-185頁 (共著) 2005/06
論文	Minimal Hyper Basis Function Networksを用いた次元選択付オンライン学習法電子情報通信学会論文誌 J88-D-II (3),459-468頁 (共著) 2005/03
論文	Fast Incremental learning methods inspired by biological leaning behavior Artificial Life and Robotics 9 (3),128-134頁 (共著) 2005
論文	An On-line Learning Algorithm with Dimension Selection using Minimal Huper Basis Function Networks International Conference on Neural Information Processing ICONIP2004 3316 (0),502-507頁 (共著) 2004/11
論文	Incremental Learning and Dimension Selection with Sleep International Conference on Neural Information Processing ICONIP2004 LNCS3316 (0),489-494頁 (単著) 2004/11
論文	A Learning Machine that Hates Learning --- Quick Leaning Method That Gambles SICE Annual Conference 2004 in Sapporo (0),2326-2331頁 (共著) 2004/07
論文	An on-line learning algorithm with dimension selection using minimal hyper basis function networks SICE Annual Conference 2004 in Sapporo (0),2610-2615頁 (共著) 2004/07
論文	A Quick Learning Method with Gamble --A Learning System that Hates Learning-- IJCNN2004 International Conference on Neural Network (0) (共著) 2004/07
論文	Fast Incremental Learning Methods Inspired by Biological Learning Behevior International Symposium on Artificial Life and Robotics (AROB) 1 (0),341-346頁 (共著) 2004/01
論文	A sub-goal adaptation method for quick reinforcement learning in varied environments International Symposium on Artificial Life and Robotics (AROB) 1 (0),317-320頁 (共著) 2004/01
論文	Minimal Hyper Basis Function Networksを用いた逐次学習法 2003年第6回情報論的学習理論ワークショップ (0),211-216頁 (共著) 2003/11
論文	インテリジェントハウスにおける非日常行動の検出とドキュメント化 FIT(情報科学技術フォーラム)2003 (0),283-284頁 (共著) 2003/09
論文	メタ学習による追加学習の高速化 FIT(情報科学技術フォーラム)2003 (0),467-468頁 (共著) 2003/09
論文	マルチタスク学習効率化のためのサブゴール発見法 FIT(情報科学技術フォーラム)2003 (0),355-356頁 (共著) 2003/09
論文	Incremental Learning with Sleep --Application for Predicting Posterior Distribution-- International Joint Conference on Neural Networks, IJCNN2003 4 (0),2776-2781頁 (単著) 2003/07
論文	Improvement of robot sensor by integrating information using neural network International Journal on Artificial Intelligence Tools 12 (2),139-152頁 (共著) 2003/06
論文	Meta-learning for Fast Incremental Learning ICANN/ICONIP 2003 LNCS2714 (0),157-164頁 (共著) 2003/06
論文	Incremental Learning with Sleep --Learning of noiseless datasets-- International Conference on Neural Information Processing ICONIP2002 1 (0),398-403頁 (共著) 2002/11
論文	Sequential Learning and Model Selection with Sleep ICONIP 2001 8th International Conference on Neural Information Processing 1 (0),205-210頁 (単著) 2001/11
論文	Sensory Integrating Neural Network with Selective Attention Architecture for Autonomous Robots International Journal of Knowledge-Based Intelligent Engineering Systems 5 (3),142-154頁 (共著) 2001/07
論文	Wake-Sleep Learning Method for Quick Adaptation and Reduction of Redundant Cells ICONIP 2000 7th International Conference on Neural Information Processing 1 (0),559-564頁 (共著) 2000/11
論文	A Method for Merging Hidden Units of RBF Networks ICONIP 2000 7th International Conference on Neural Information Processing 2 (0),1105-1107頁 (共著) 2000/11
論文	A self-supervised learning system for pattern recognition by sensory integration Neural Networks 12 (10),1347-1358頁 (共著) 1999/12
論文	Incremental Learning Methods with Retrieving Interfered Patterns IEEE TRANSACTIONS ON NEURAL NETWORKS 10 (6),1351-1365頁 (共著) 1999/11
論文	Adaptive Sensory Integrating Neural Network based on a Bayesian Estimation Method ICONIP'99 The Sixth International Conference on Neural Information Processing I (0),395-400頁 (共著) 1999/11
論文	Sensory Perception, Learning and Integration in Neural Networks IEEE Int. Symposium on Intelligence \& Systems Washington (0) (共著) 1999/11
論文	重み付き干渉量を用いた追加学習法に関する研究平成11年度　日本エム・イー学会東海支部学術集会 (0),32 (共著) 1999/10
論文	追加学習を行なうGRBFとその事例ベース推論への応用平成11年度　日本エム・イー学会東海支部学術集会 (0) (共著) 1999/10
論文	神経回路による異種センサー情報の統合学習 --矛盾情報の学習と認識-- 平成11年度　日本エム・イー学会東海支部学術集会 (0) (共著) 1999/10
論文	Combination of fast and slow learning neural networks for quick adaptation and pruning redundant cells IEEE SMC'99 1999 IEEE System, Man and Cybernetics Conference III (0),390-395頁 (共著) 1999/10
論文	Restoration of Images via Self-Organizing Feature Map IEEE SMC'99 1999 IEEE System, Man and Cybernetics Conference II (0),942-947頁 (共著) 1999/10
論文	Supervised learning method for integrating information from several sensors --Integration of inconsistent sensory inputs -- IEEE SMC'99 1999 IEEE System, Man and Cybernetics Conference III (0),459-464頁 (共著) 1999/10
論文	Color coordinate system on Case Based Reasoning system using neural network IEEE SMC'99 1999 IEEE System, Man and Cybernetics Conference VI (0),224-229頁 (共著) 1999/10
論文	速い学習と遅い学習を用いた中間細胞数削減法第12回日本エム・イー学会秋期大会論文集 1F-p6 (0),233-236頁 (共著) 1998/11
論文	An Incremental Learning Method of GRBF with Re-Generation of Input Patterns --Application for Case Based Reasoning Systems-- ICONIP'98 The Fifth International Conference on Neural Information Processing 2 (0),761-766頁 (共著) 1998/10
論文	Combination of Fast and Slow Learning Methods for Fast Adaptation and Pruning of Redundant Cells ICONIP'98 The Fifth International Conference on Neural Information Processing 2 (0),757-760頁 (共著) 1998/10
論文	Face Image Segmentation by detecting attentive regions of artificial neural network ICONIP'98 The Fifth International Conference on Neural Information Processing 1 (0),364-368頁 (共著) 1998/10
論文	関数空間上におけるノルムを用いた干渉量の定義と追加学習神経回路学会誌 5 (2),53-64頁 (共著) 1998/06
論文	Roles of Visual Nonlinear Processing in Neural Networks Proceedings of IASTED International Conference on Artificial Intelligence and Soft Computing (0),306-309頁 (共著) 1998/05
論文	Incremental Learning Method of GRBF with Recalling Interfered Patterns -- Application for Case Based Reasoning Systems -- Progress in Connectionist-Based Information Systems Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems 2 (0),859-864頁 (共著) 1997/09
論文	Self-Supervised Learning of Autonomous Robot by Integrating Information from Several Sensors Progress in Connectionist-Based Information Systems Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems 1 (0),149-152頁 (共著) 1997/09
論文	State Transitions with Shortest Pathways in Neural Networks Proceedings of the IASTED International Conference ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING (0),256-259頁 (共著) 1997/07
論文	Acquisition of state transitions and Concept Formation in Neural Networks Engng Applic. Artif. Intell. 10 (6),539-544頁 (共著) 1997/06
論文	神経回路による干渉を受けるパターンの想起と追加学習電子情報通信学会論文誌 J80-D-II (1),295-305頁 (共著) 1997/01
論文	Acquisition of State Transitions in Neural Networks Proceedings of IEEE International Joint Symposia on Intelligence and Systems (0),54-59頁 (共著) 1996/11
論文	Structural and Functional Identification of Neural Network Proceedings of IEEE International Joint Symposia on Intelligence and Systems (0),253-256頁 (共著) 1996/11
論文	A self-supervised learning system for category detection by sensory integration Progress in Neural Information Processing Proceedings of the International Conference on Neural Information Processing 1 (0),103-108頁 (共著) 1996/09
論文	A self-supervised learning system for category detection ICEC'96 1996 IEEE 3rd International Conference on Evolutionary Computation Nagoya Japan (0),694-699頁 (共著) 1996/05
論文	An Incremental Learning Method with Relearning of Recalled Interfered Patterns Neural Networks for Signal Processing VI Proceedings of the 1996 IEEE Workshop (0),243-252頁 (共著) 1996
論文	An incremental learning method with recalling interfered patterns Proceedings of IEEE International Conference on Neural Networks ICNN'95 6 (0),3159-3164頁 (共著) 1995/11
論文	Speed Invariant Speech Recognition Using Variable Velocity Delay-Lines Neural Networks 8 (2),167-177頁 (共著) 1995/03
論文	Speed Invariant Speech Recognition using Variable Velocity Delay-Lines ICONIP'94-Seoul Proceedings of International Conference on Neural Information Processing 1 (0),84-89頁 (共著) 1994/10
論文	時系列パターン認識のためのネオコグニトロン型学習法の改善電子情報通信学会論文誌 J76-D-II (10),2223-2232頁 (共著) 1993/10
論文	A Speech Recognition System Consisting of Auditory Feature Extracting Cells and Velocity-Controlled Delay-lines --- Part II. Recognition Module International Joint Conference on Neural Networks, IJCNN'93 Nagoya Japan 1 (0),259-262頁 (共著) 1993/10
論文	A Speech Recognition System Consisting of Auditory Feature Extracting Cells and Velocity-Controlled Delay-lines --- Part I. Feature Extracting Module International Joint Conference on Neural Networks, IJCNN'93 Nagoya Japan 1 (0),255-258頁 (共著) 1993/10
論文	Neocognitron with Non-uniform Receptive Fields ICANN'93 Proceedings of the International Conference on Artificial Neural Networks (0),994-997頁 (共著) 1993/09
論文	Temporal pattern recognition model using velocity-controlled delay-lines Proceedings of the 2nd International Conference on Fuzzy Logic and Neural Networks (IIZUKA'92) 2 (0),771-774頁 (共著) 1992/07
論文	Self-Organizing Architecture for Learning Novel Patterns Systems and Computers in Japan 23 (4),36-45頁 (共著) 1992/06
論文	新奇パターンを学習するための自己組織化機構電子情報通信学会論文誌 J74-D-II (4),474-481頁 (共著) 1991/04
論文	階層的ニューラルネットワークを用いた手書き文字認識電子情報通信学会論文誌 J73-D-II (1),54-61頁 (共著) 1990/01
論文	Feature Detector and Application to Handwritten Character Recognition International Joint Conference on Neural Networks, IJCNN'90 (Washington DC) II (0),457-460頁 (共著) 1990