業績

村瀬 一之 - Engineering Journals

Papers in Artificial Systems (1988-2018)

  1. Sudipta Singha Roy, SK. Imran Hossain, M. A. H. Akhand, and Kazuyuki Murase (2018.01) A Robust System for Noisy Image Classification Combining Denoising Autoencoder and Convolutional Neural Network, International Journal of Advanced Computer Science and Applications, Vol.9, No.1 pp.224-235, doi:10.14569/IJACSA.2018.090131
  2. Ryusuke Hata, M. A. H. Akhand, Md. Monirul Islam and Kazuyuki Murase (2018.02) Simplified Real-, Complex-, and Quaternion-Valued Neuro-Fuzzy Learning Algorithms International Journal of Intelligent Systems and Applications, Vol. No. pp., doi:
  3. M. A. H. Akhand, Zahrul Jannat Peya and Kazuyuki Murase (2017.12) Capacitated Vehicle Routing Problem Solving Using Adaptive Sweep and Velocity Tentative PSO, International Journal of Advanced Computer Science and Applications, Vol. 8, No. 12, pp.288-295, doi: 10.14569/IJACSA.2017.08123
  4. Ryusuke Hata, M. A. H. Akhand and Kazuyuki Murase (2017.11) Multi-Valued Autoencoders and Classification of Large-Scale Multi-Class Problem, International Journal of Advanced Computer Science and Applications, Vol. 8, No. 11, pp.19-26, doi: 10.14569/IJACSA.2017.081103
  5. Animesh Kumar Paul, Pintu Chandra Shill, Md. Rafiqul Islam Rabin, Kazuyuki Murase (2017.9) Adaptive weighted Fuzzy Rule-based System for the Risk Level Assessment of Heart Disease, Applied Intelligence, Springer, 18 pages, doi: 10.1007/s10489-017-1037-6
  6. Ryusuke Hata, Md. Monirul Islam, and Kazuyuki Murase (2016.12) Quaternion Neuro-fuzzy Learning Algorithm for Generation of Fuzzy Rules, Neurocomputing, Vol.216, pp.638-648, doi: 10.1016/j.neucom.2016.08.022
  7. M. A. H. Akhand, R. N. Nandi, S. M. Amran, K. Murase (2015.09) Gene Regulatory Network Inference Using Maximal Information Coefficient International Journal of Bioscience, Biochemistry and Bioinformatics, Vol. 5, No. 5, pp.296-310, doi: 10.17706/ijbbb.2015.5.5.296-310
  8. M. A. H. Akhand, Pintu Chnadra Shill, Md. Forhad Hossain, A. B. M. Junaed, and K. Murase (2015.02) Producer-Scrounger Method to Solve Traveling Salesman Problem, International Journal of Intelligent Systems and Applications, Vol. 7, No. 3, pp.29-36, doi: 10.5815/ijisa.2015.03.04
  9. Md. Shafiul Alam, Md. Monirul Islam, and Kazuyuki Murase (2015.01) Artificial Bee Colony Algorithm with Adaptive Explorations and Exploitations: A Novel Approach for Continuous Optimization, International Journal of Applied Information Systems, Vol. 8, No. 2, pp.32-43, doi: 10.5120/ijais15-451286
  10. Ayon Sen, Md. Monirul Islam, Kazuyuki Murase, and Xin Yao (2015.09) Binarization with Boosting and Oversampling for Multiclass Classification, IEEE Transactions on Cybernetics, Vol. 00, No. 00, pp.000-000, doi: 10.1109/TCYB.2015.2423295
  11. Pintu Chandra Shill, M.A.H. Akhand, Md. Asaduzzaman, and Kazuyuki Murase (2015.05) Optimization of Fuzzy Logic Controllers with Rule Base Size Reduction using Genetic Algorithms, International Journal of Information Technology and Decision Making (IJITDM), Vol. 14, No. 05, pp.1063-1092, doi: 10.1142/S0219622015500273
  12. Md. Asaduzzaman, Md. Shahjahan, Fatema Johera Ahmed, and Kazuyuki Murase (2015.04) Real time decision making forecasting using Data mining and Decision tree, Information - An International Interdisciplinary Journal, Vol. 18, No. 7, pp.3027-3047.
  13. Md. Mustafizur Rahman, Md. Monirul Islam, Kazuyuki Murase, and Xin Yao (2015.02) Layered Ensemble Architecture for Time Series Forecasting, IEEE Transactions on Cybernetics, Vol. 00, No. 00, pp.000-000, doi:10.1109/TCYB.2015.2401038
  14. Ryusuke Hata, Kazuyuki Murase (2015.02) Generation of Fuzzy Rules by a Complex-Valued Neuro-Fuzzy Learning Algorithm, Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, Vol. 27, No. 1, pp.533-548, doi: 10.3156/jsoft.27.533
  15. Abdul Rahman Hafiz, Al-Nuaimi Ahmed Yarub, Md Faijul Amin, Kazuyuki Murase (2015.12) Classification of Skeletal Wireframe Representation of Hand Gesture using Complex-Valued Neural Network, Neural Processing Letters, Vol. 42, Issue 3, pp.649-664, doi: 10.1007/s11063-014-9379-0
  16. Proteek Chandan Roy, Md. Monirul Islam, Kazuyuki Murase, and Xin Yao (2015.04) Evolutionary Path Control Strategy for Solving Many-Objective Optimization Problem, IEEE Transactions on Cybernetics, Vol. 45, No. 4, pp.702-715, doi: 10.1109/TCYB.2014.2334632
  17. Md. Asaduzzaman, Md. Shahjahan, Fatema Johera Ahmed, Md. Monirul Islam, Kazuyuki Murase (2014.06) Integrating Piecewise Linear Representation and Ensemble Neural Network for Stock Price Prediction, Information - An International Interdisciplinary Journal, Vol. 17, No. 6(B), pp.2881-2902.
  18. Md. Shafiul Alam, Md. Monirul Islam, and Kazuyuki Murase (2014.02) Artificial Bee Colony Algorithm with Improved Explorations: A Novel Approach for Numerical Optimization, International Journal of Computational Intelligence and Applications, Vol. 13, No. 2, pp.1450010-1-17, doi: 10.1142/S1469026814500102.
  19. M. A. H. Akhand, M. M. Hafizur Rahman, and K. Murase (2013.08) Pattern Generation through Feature Values Modification and Decision Tree Ensemble Construction, International Journal of Machine Learning and Computing (IJMLC), Vol. 3, No. 4, pp.322-331, doi: 10.7763/IJMLC.2013.V3.331.
  20. Fady Alnajjar, Indra M. Zin, Abdl R. Hafiz, Kazuyuki Murase (2013.05) A Tree-Type Memory Formation by Sensorimotor Feedback: A Possible Approach to the Development of Robotic Cognition, Intelligent Control and Automation (ICA), Vol. 4, pp.154-165, doi:10.4236/ica.2013.42020.
  21. Sree Bash Chandra Debnath, Pintu Chandra Shill and Kazuyuki Murase (2013.01) Particle Swarm Optimization based Adaptive Strategy for Tuning of Fuzzy Logic Controller, International Journal of Artificial Intelligence and Applications (IJAIA), Vol. 4, No. 1, pp.37-50.
  22. Sukarna Barua, Md. Monirul Islam, Xin Yao, Kazuyuki Murase (2014.2) MWMOTE - Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning, IEEE Transactions on Knowledge and Data Engineering, Volume 26, Issue 2, pp.405-425, doi: 10.1109/TKDE.2012.232.
  23. Pintu Chandra Shill, Bishnu Sarker, Monalisa Chowdhury Urmi, Kazuyuki Murase (2012.11-12) Quantum Fuzzy Controller for Inverted Pendulum System Based on Quantum Genetic Optimization, International Journal of Advanced Research in Computer Science (IJARCS), Vol. 3, No. 7, pp.1-8.
  24. Pintu Chandra Shill, Bishnu Sarker, Kazuyuki Murase (2012.10) Evolutionary Tuning of Fuzzy Rule Base Systems for Nonlinear System Modelling and Control, International Journal of Computer Science and Information Technology (IJCSIT), Vol 4, No 5, pp125-143, doi: 10.5121/ijcsit.2012.4511
  25. M.A.H. Akhand, Kazuyuki Murase (2012.07) Adaptive Ensemble Construction based on Progressive Interactive Training of Neural Networks, International Journal of Machine Learning and Computing, Vol.2, No.3, pp.283-286.
  26. Mohammad Shafiul Alam, Md. Monirul Islam, Xin Yao, Kazuyuki Murase (2012.6) Diversity Guided Evolutionary Programming: A Novel Approach for Continuous Optimization, Applied Soft Computing, Volume 12, Issue 6, pp.1693-1707, doi:10.1016/j.asoc.2012.02.002
  27. Md. Faijul Amin, Ramasamy Savitha, Muhammad Ilias Amin, Kazuyuki Murase (2012.08) Orthogonal Least Squares based Complex-valued Functional Link Network, Neural Networks, Vol.32, pp.257-266, doi: 10.1016/j.neunet.2012.02.017.
  28. M.A.H. Akhand, Kazuyuki Murase (2012.02) Ensembles of neural Networks based on the Alteration of Input Feature Values, International Journal of Neural Systems, Vol.22, No.1, pp.77-87, doi: 10.1142/S0129065712003079
  29. Md. Monirul Kabir, Md. Shahjahan, Kazuyuki Murase (2012.02) A New Hybrid Ant Colony Optimization Algorithm for Future Selection, Expert Systems with Applications, Vol.39, Issue 3, pp.3747-3763. doi:10.1016/j.eswa.2011.09.073
  30. Md. Amjad Hossain, Pintu Chandra Shill, Bishnu Sarker, Kazuyuki Murase (2011.12) Optimal Fuzzy Model Construction with Statistical Information Using Genetic Algorithm, International Journal of Computer Science and Information Technology, Vol.3, No.6, pp.241-257. doi: 10.5121/ijcsit.2011.3619
  31. Sultan Uddin Ahmed, Md. Shahjahan, Kazuyuki Murase (2011.10) A Lempel Ziv Complexity-based Neural Network Pruning Algorithm, International Journal of Neural Systems, in press, Vol.21, Issue 5, pp.427-441. doi: 10.1142/S0129065711002936
  32. Pintu Chandra Shill, Md. Amjad Hossain, Md. Kowsar Hossain, Md. Faijul Amin, and Kazuyuki Murase (2012.03) Design and Implementation of an Effective Fuzzy Logic Controller based on Quantum Inspired Evolutionary Algorithm, Journal of Computers, Academy Publisher, Vol.7, No.3, pp.586-596. doi:10.4304/jcp.7.3.586-596
  33. Abdul Rahman Hafiz, Fady Alnajjar, and Kazuyuki Murase (2011.05) A novel bio-inspired vision system: A step toward real-time human-robot interactions, Journal of Robotics, Hindawi Publishing Corporation, vol. 2011, Article ID 943137, 9 pages, 2011. doi:10.1155/2011/943137.
  34. Sultan Uddin Ahmed, Md. Shahjahan, Kazuyuki Murase (2011.08) Injecting Chaos into Feed forward Neural Networks, Neural Processing Letters, Vol. 34, No. 1, pp. 87-100. doi: 10.1007/s11063-011-9185-x.
  35. M. A. H. Akhand, Pintu Chandra Shill, Kazuyuki Murase (2011.08) Hybrid Ensemble Construction with Selected Neural Networks, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 15, No. 6, pp.652-661.
  36. Pintu Chandra Shill, M.A.H. Akhand, Md. Faijul Amin, Kazuyuki Murase (2011.08) Optimization off Fazzy Logic Controller for Trajectory Tracking using Genetic Algorithm, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 15, No. 6, pp.639-651.
  37. Md. Monirul Kabir, Md. Shahjahan, Kazuyuki Murase (2011.08) Ant Colony Optimization for Feature Selection involving Effective Local Search, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 15, No. 6, pp.671-680.
  38. Mohammad Shafiul Alam, Md. Monirul Islam, Xin Yao, and Kazuyuki Murase (2011.10) Recurring Two-Stage Evolutionary Programming: A Novel Approach for Numeric Optimization, IEEE Transactions on Systems, Man, and Cybernetics Part B, Vol.41, Issue 5, pp.1352-1365. doi: 10.1109/TSMCB.2011.2144968.
  39. Md. Monirul Kabir, Md. Shahjahan, Kazuyuki Murase (2011.11) A New Local Search based Hybrid Genetic Algorithm for Feature Selection, Neurocomputing, Vol.74, Issue 17, pp.2914-2928. doi:10.1016/j.neucom.2011.03.034.
  40. Md. Shahjahan, Md. Asaduzzaman, Mineki Ohkura, Kazuyuki Murase (2011.03) Extraction of customer attitude using neural network and canonical correlation analysis International Journal of Electronic Marketing and Retailing, Vol. 4, No. 1, pp.30-48, doi: 10.1504/IJEMR.2011.039895.
  41. Md. Robiul Islam, M.A.H. Akhand, and K. Murase (2011.02) Precise evolutionary Approach to Solve Multivariable Functional Optimization, GSTF Journal on Computeing, Global Science and Technology Forum, Vol. 1, No.2, pp.17-22.
  42. Md. Asaduzzaman, Md. Shahjahan, and Kazuyuki Murase (2011.01) Extraction of Interesting Rules from Internet Search Histries, Journal of Software , Academy Publisher, Vol.6, No.1, pp.10-19. doi:10.4304/jsw.6.1.10-19
  43. M.A.H. Akhand, P.C. Shill, and K. Murase (2010) Ensembles of Artificial Example based Neural Networks, Journal of Computers, Academy Publisher, Vol. 5, No.12, pp.1819-1827. doi:10.4304/jcp.5.12.1819-1827
  44. Md. Shahjahan, Sultan Uddin Ahmed, H. M. Imran Hassan, Kazuyuki Murase (2010) Extraction of Interesting Features from Human Motion, 3D Research, Springer, Vol.1, No.3, 001: 03, 02(2010), doi: 10.1007/3DRes.03(2010)02, 8pages.
  45. M. A. H. Akhand and K. Murase (2010) Neural Network Ensemble Construction fusing Multiple Methods, IAENG International Journal of Computer Science, International Association of Engineers, vol.37, issue 4, pp.315-325.
  46. Fady Alnajjar, Abdul Rahman Hafiz and Kazuyuki Murase (2010) HCBPM: An Idea toward a Social Learning Environment for Humanoid Robot, Journal of Robotics, Hindawi Publishing Corporation, vol. 2010, Article ID 241785, 13 pages, doi:10.1155/2010/241785 .
  47. Md. Monirul Kabir, Md. Monirul Islam, Kazuyuki Murase (2010) A New Wrapper Feature Selection Approach using Neural Network, Neurocomputing, Vol.73, Issues 16-18, pp.3273-3283. doi:10.1016/j.neucom.2010.04.003.
  48. Kolyan Kumar Devnath, Sultan Uddin Ahmed, Md. Shahjahan, Kazuyuki Murase (2010) A Paper Currency Recognition System Using Negatively Correlated Neural Network Ensemble, Journal of Multimedia, Academy Publisher, Vol. 5, No. 6, pp.560-567. doi:10.4304/jmm.5.6.560-567
  49. Md. Rakib Hassan, Md. Monirul Islam, and K. Murase (2010) A New Local Search Based Ant Colony Optimization Algorithm for Solving Combinatorial Optimization Problems IEICE Transactions on Information and Systems, Vol.E93-D, No.5, pp.1127-1136.
  50. Md. Asaduzzaman, Md. Shahjahan, Kazuyuki Murase (2010) Faster Training using Fusion of Activation Functions for Feed Forward Neural Networks International Journal of Neural Systems, Vol. 19, No. 6, pp.437-448. doi: 10.1142/S0129065709002130.
  51. M.A.H. Akhand, Md. Monirul Islam, Kazuyuki Murase (2009) Progressive Interactive Training: A Sequential Neural Network Ensemble Learning Method, Neurocomputing, Vol. 73, Issues 1-3, pp.260-273.
  52. Fady Alnajjar, Indra Bin Mohd Zin, Kazuyuki Murase (2009) A Hierarchical Autonomous Robot Controller for Learning and Memory: Adaptation in Dynamic Environment, Adaptive Behavior Vol. 17, No. 3, pp.179-196.
  53. Md. Monirul Islam, Md. Abdus Sattar, Md. Faijul Amin, Yao, X., Murase, K. (2009) A New Constructive Algorithm for Architectural and Functional Adaptation of Artificial Neural Network, IEEE Transactions on Systems, Man, and Cybernetics Part B, Vol.39, Issue 6, Dec. 2009, pp.1590-1605.
  54. Indra Bin Mohd Zin, Fady Alnajjar and Kazuyuki Murase (2009) A New Mechanism to Adapt a Real Mobile Robot into a Complex Environment using Pattern Association Network Controller (PAN-C), Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 13, No. 3, pp.312-319.
  55. M.A.H. Akhand, Md. Monirul Islam, Kazuyuki Murase (2009) A comparative study of data sampling techniques for constructing neural network ensembles, International Journal of Neural Systems, Vol. 19, No. 2, pp.67-89.
  56. Mashud Hyder, Md. Monirul Islam, M.A.H. Akhand, Kazuyuki Murase (2009) Symmetry axis based object recognitioon under translation, rotation and scaling, International Journal of Neural Systems, Vol. 19, No. 1, pp.25-42.
  57. Okura M, Md. Shahjahan, Murase K (2010) Evolution of cooperative ensemble neural network controller for autonomous mobile robots, International Journal of Biomedical Soft Computing and Human Sciences , September 2010, Vol. 16, No. 1, pp.103-119.
  58. Faijul Amin, Md. Monirul Islam, Kazuyuki Murase (2009) Ensemble of Single-Layered Complex-Valued Neural Networks for Classification Tasks, Neurocomputing, Vol. 72, pp.2227-2234.
  59. Islam MM, Sattar MA, Amin F, Yao X, Murase K (2009) A new adaptive merging and growing algorithm for designing artificial neural network, IEEE Transactions on Systems, Man, and Cybernetics Part B, Vol. 39, No. 3, pp.705-722, June 2009.
  60. Faijul Amin, Kazuyuki Murase (2009) A single-Layered Complex-Valued Neural Network for Real-Valued Classification Problems, Neurocomputing, Vol 72, pp.945-955.
  61. Fady Alnajjar, Kazuyuki Murase (2008) A simple Aplysia-like spiking neural network to generate adaptive behavior in autonomous robots, Adaptive Behavior Vol 14, Issue 5, pp306-324.
  62. Md. Monirul Islam, X. Yao, S.M. Shahriar Nirjon, M. Asiful Islam, K. Murase (2008) Bagging and Boosting Negatively Correlated Neural Network, IEEE Transactions on Systems, Man, and Cybernetics Part B Vol. 38, No. 3, pp.771-784. June 2009.
  63. Okura M, Maruyama A, Murase K (2007) A Neural Obfuscator for Java Program, Information Vol. 10, No. 5, pp.609-617.
  64. Md. Monirul Kabir, Md. Shahjahan, Murase K (2007) A Backward Feature Selection by Creating Compact Neural Network Using Coherence Learning and Pruning, Journal of Advanced Computational Intelligence and Intelligent Informatics Vol. 11, No. 6, pp.570-581.
  65. M.A.H. Akhand, Murase K (2007) A Minimal Neural Network Ensemble Construction Method: A Constructive Approach, Journal of Advanced Computational Intelligence and Intelligent Informatics Vol. 11, No. 6, pp.582-592.
  66. Alnajjar, F., Murase K (2006) Self organization of spiking neural network that generates autonomous behavior in a real mobile robot, International Journal of Neural Systems Vol. 16, No. 4, pp.229-239.
  67. M.A.H. Akhand, Md. Monirul Islam, Murase K (2006) A hybrid sequential and simultaneous training algorithm for constructing neural network ensembles, WSEAS Transactions on Information Science and Applications Vol.3, Issue 6, pp.1078-1085.
  68. Md. Shahjahan, Murase K (2006) A Pruning Algorithm for Training Cooperative Neural Network Ensembles, IEICE Trans Information and Systems Vol. E89-D, No. 3, pp.1257-1269.
  69. Md. Shahjahan, Murase K (2005) A Neural Network Training Algorithm with Positive Correlation, IEICE Trans Information and Systems Vol. E88-D, No. 10, pp.2399-2490.
  70. Md. Shahjahan, Sakuragawa Y, Murase K (2005) Parallel Cooperative Neural Controller Evolution for Autonomous Robots in a Real Environment WSEAS Transactions on Information Science and Applications Vol.2, Issue 10, 1649-1658.
  71. Md. Monirul Islam, Murase K (2005) Chaotic Dynamics of a Behavior-Based Miniature Mobile Robot: Effects of Environment and Control Structure, Neural Networks Vol.18, 123-144. (doi:10.1016/j.neunet.2004.09.002).
  72. Md. Monirul Islam, Yao X, Murase K. (2003) A constructive algorithm for training cooperative neural network ensembles. IEEE Transactions on Neural Networks, Vol.14, No.4, 820-834.
  73. Md. Shahjahan, Murase K (2003) A dynamic node decaying method for artificial neural networks, IEICE Trans Information and Systems, E86-D(4), 736-751.
  74. Md. Monirul Islam, Murase K. (2002) Incremental evolution with learning to develop the control system of autonomous robots for complex task. IEICE Trans Information and Systems, E85-D(7):1118-1129.
  75. Md. Monirul Islam, Murase K. (2002) Evolving autonomous robots in variable environment: Effects of fitness function. Machine Intelligence and Robotic Control, 3(4):157-165.
  76. Md. Monirul Islam, Murase K. (2001) A New algorithm to design compact two-hidden-layer artificial neural networks, Neural Networks, Vol. 14, No. 9, pp. 95-108.
  77. Md. Monirul Islam, Murase K. (2001) A new cross-over operator and its application to artificial neural networks, IEICE Trans Information and Systems, Vol. E84-D, No. 9, pp. 1144-1154.
  78. dagiri R, Matsunaga Y, Asai T, Murase K (1999) Evolution of multi agents that control a real mobile robot, IEICE Trans Information and Systems (in Japanese) J82-D-II, 287-297 [小田桐良一, 松永豊, 浅井竜哉, 村瀬一之 (1999) 分散競合型ロボット制御系の遺伝的進化と移動ロボットへの適用, 電子情報通信学会論文誌 J82-D-II, 287-297.]
  79. Matsunaga Y, Nakade Y, Tanifuji M, Murase K (1997) Pattern recognition by a cross coupled neural network with a layered structure, IEICE Trans Information and Systems (in Japanese) J80-DII:1239-1248.
  80. Matsunaga Y, Yamakawa O, Tanifuji M, Murase K (1996) A modified back-propagation algorithm that automatically removes redundant hidden units by competition, IEICE Trans Information and Systems (in Japanese) J79-DII:403-412.
  81. Nakade Y, Matsunaga Y, Murase K (1992) A neural searchlight processor - a network model for sensory segmentation of the brain by transient synchronization of the cells, IEICE Trans Information and Systems (in Japanese) J75-DII:152-156.
  82. Matsunaga Y, Nakade Y, Yamakawa O, Murase K,. (1991) A back-propagation algorithm with automatic reduction of association units in multi-layered neural network, IEICE Trans Information and Systems (in Japanese) J74DII, 1118-1121.
  83. Murase K, Mori T, Takashima T (1990) Multi-layeredneural networks using sigma-pi-type cells and neuromodulation, IEICE Trans Information and Systems (in Japanese) J73DII, 1588-1592.
  84. Usui S, Murase K, Mori T (1988) A method for membrane noise analysis by maximum likelihood estimation, IEE Japan Trans (in Japanese) C108, 949-956.
  85. Dooley, M., Murase, K., Pineda, M. (1983) An electroejaculator for collection of semen from the domestic cat. Theriogenology 20, 297-310.
  86. 臼井、村瀬、池谷 (1978) 電子瞳孔計の動作解析とその動特性。医用電子と生体工学 16, 19-25.
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