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Prof. Goutam Chakraborty

Qualification : Ph.D.

Details of Educational Qualification:

Course Specialization Group College Name/University Year of Passing
Ph.D. Electrical Communication Electrical Communication Tohoku University, Japan 1993
M.Tech. Computer Science Computer Science Calcutta University, Calcutta 1980
B.Tech. Electronics & Telecommunication Electronics & Telecommunication Calcutta University, Calcutta 1978
B.Sc. Physics honours B.Sc. Presidency College, Calcutta University, Calcutta 1975

My Publications

S.No Title of the Paper Full Details of Journal Name / Conference Name, Volume number, page number, Date
1 "A Novel Item Cluster-Based Collaborative Filtering Recommendation System," The review of Socionetwork Strategies, volume 15, pages 327-346, Springer, August 2021. https://doi.org/10.1007/s12626-021-00084-7
2 "Automatic prognosis of lung cancer using heterogeneous deep learning models for nodule detection and eliciting its morphological features." Applied Intelligence, 51, pages: 2471-2484, 2021, Springer. https://doi.org/10.1007/s10489-020-01990-z
3 "Optimal Distribution of Traffic in Manhattan Road Networks for Minimizing Routing-Time," IEEE Transactions on Intelligent Transportation Systems, Vol. 22, issue. 11, pages: 6799-6820, Nov, 2021, IEEE. DOI: 10.1109/TITS.2020.2994836
4 "Predicting the Risk of Chronic Kidney Disease (CKD) Using Machine Learning Algorithm." Applied Sciences, Vol. 11, 202, page:1-17, 2021. https://doi.org/10.3390/app11010202
5 “Towards a Whiter Deep Learning Model - A Tour through Image Analysis,” IEEE INDICON, December 2021, India.
6 “Object Detection vis-a-vis Medical Image Analysis,” International Conference on Intelligence Science, February 2021, India.
7 "Improving Efficiency of Graph Clustering by Genetic Algorithm Using Multi-Objective Optimization," International Journal of Applied Science and Engineering, vol. 17, no. 2, pp. 157-173, 2020.
8 "A Two Stage Converging Genetic Algorithm for Graph Clustering," International Journal of Applied Science and Engineering, vol. 17, no. 3, pp. 299-310, 2020.
9 "3D Multi-scale DenseNet for Malignancy Grade Classification of Pulmonary Nodules." 2020 IEEE 11th International Conference on Awareness Science and Technology (iCAST). IEEE, December, 2020.
10 "Performance Comparison of Clustering Algorithm Based Collaborative Filtering Recommendation System," MISNC2020 & IEMT2020, no. 15, pp. 1-6, October, 2020, Taiwan.
11 "Review on Comparison of Performance of Recommender Systems Based on Different Approaches", Institute of Electronics, Information and Communication Engineers, Workshop, August, 2020, Japan.
12 "Grading Liver Carcinoma Stage Analyzing Cell Biopsy Image," Institute of Electronics, Information and Communication Engineers, Workshop on Service Computing (SC), May, 2020, Aizu, Japan.
13 "Situation-based reply candidate presentation method for mobile phone," International Journal of Information Technology, Communication and Convergence, Vol. 3, No. 4, page: 319-336, 2020. DOI: 10.1504/IJITCC.2020.112455
14 “A Fast Parallel Genetic Algorithm Based Approach for Community Detection in Large Networks,” 11th. International Conference on COMmunication Systems & NETworkS (COMSNETS2019), 7 - 11 Jan, 2019, Bengaluru, India.
15 “Earthquake Aftershock Prediction Based Solely on Seismograph Data,” IEEE International Conference on Big Data and Smart Computing (BigComp2019), 27 Feb. - 2 March, 2019, Kyoto, JAPAN.
16 “Feature selection on Credit Risk prediction for P2P Lending,” Springer, LNAI.
17 “Credit risk assessment using regression model on P2P lending,” The 13th International Conference on Advanced Information Technologies (AIT 2019), 29 March, 2019, Taiwan.
18 “An Efficient Graph Clustering Algorithm Using Multiobjective Pareto Optimization,” The 13th International Conference on Advanced Information Technologies (AIT 2019), 29 March, 2019, Taiwan.
19 “Uncertainty is the Cause of Fear - Correct Prediction is an Essential Tool for Building Prejudice Free Society,” International Workshop: Crossroads in Social Work - Meeting the challenges of a new era, 2 - 6 June, OOFH-Linz, Austria.
20 “Efficient Object Detection in 3-Dimension Volumetric Image and Various Applications,” Global AI Congress, 12-15 September, 2019, India.
21 “Mining Bigdata - the Graphical Approach,” 7th Mathematics, Science, and Computer Science Education International Seminar (MSCEIS), 12 October, 2019.
22 “Evaluation of Malignancy of Lung Nodules from CT Image Using Recurrent Neural Network,” IEEE International Conference on Systems, Man, and Cybernatics (IEEE SMC 2019), pp.2992-2997, 6 - 9 October, 2019, Bari, Italy.
23 “Object Dynamics from Video Clips using YOLO Framework,” IEEE International Conference on Awareness Science and Technology (iCAST 2019), pp.198-203, 23 - 25 October, 2019, Japan.
24 “Improving Awareness of Emotional Meaning of Emoticon by Representing as Numelical Vectors,” IEEE International Conference on Awareness Science and Technology (iCAST 2019), pp.401-406, 23 - 25 October, 2019, Japan.
25 “Modeling and Prediction of Time-Series - A Case Study with Forex Data,” IEEE International Conference on Awareness Science and Technology (iCAST 2019), pp.177-181, 23 - 25 October, 2019, Japan.
26 “Comparison of Sentiment Analysis of Review Comments by Unsupervised Clustering of Features Using LSA and LDA,” IEEE International Conference on Awareness Science and Technology (iCAST 2019), pp.419-424, 23 - 25 October, 2019, Japan.
27 “Method to Present Situation Aware Suitable Reply Candidate on Mobile Terminal,” IEEE International Conference on Awareness Science and Technology (iCAST 2019), pp.395-400, 23 - 25 October, 2019, Japan.
28 “Deep Learning for Automatic Identification of Nodule Morphology Features and Prediction of Lung Cancer,” IEEE International Conference on Awareness Science and Technology (iCAST 2019), pp.539-544, 23 - 25 October, 2019, Japan.
29 “Definition and Goal of Graph Clustering - Motivation to Explore a New Algorithm,” IEEE International Conference on Awareness Science and Technology (iCAST 2019), pp.209-214, 23 - 25 October, 2019, Japan.
30 “Financial Data Analyses - Modeling a Time-Series or a Multivariate Approach,” International Workshop: Artificial Intelligence of and for Business (AI-Biz2019), 12 Nov, 2019.
31 “Selection of effective probes for an individual to identify P300 signal generated from P300 BCI speller,” International Journal of High Performance Computing and Networking, (Accepted Nov, 2018), Inderscience Publishers.
32 "An Efficient Anomaly Detection in Quasi-Periodic Time Series Data?A Case Study with ECG," Time Series Analysis and Forcasting, Contribution to Statistics, (Selected Contributions from ITISE 2017), pp: 147-157, Springer Nature, ISSN 1431-1968, 2018.
33 "Prediction of Credit Risk for P2P Lending Using Logistic Regression," An extended version of JSAI2018 conference publication is accepted for Springer LNAI.
34 "Paradigm Shift of Data Mining - from Analysis of Contents to Relations between Data Units," International workshop on Data Mining Applications, Bioinformatics, and Medical Informatics (DBMI 2018), 26-29 October, 2018.
35 "Applications of Scale Free Networks in Data Mining Problems - Case studies with Aftershock Prediction and Collaborative Filtering," International Conference on Frontiers of Operations Research and Business Studies (FORBS 2018), 11-13 October, 2018.
36 " Topic-Aware Automatic Snippet Generation for Resolving Multiple Meaning on Web Search Result," IEEE International Conference on on Awareness Science and Technology (iCAST2018), pp. 133-138, September 2018, Fukuoka,Japan.
37 "Credit risk assessment using regression model on P2P lending," International conference on Advance Information Technology, 29-30 March, Taichung, Taiwan.
38 "An Efficient Graph Clustering Algorithm Using Multiobjective Pareto Optimization," Advance Information Technology, 29-30 March, Taichung, Taiwan.
39 "Earthquake Aftershock Prediction Based Solely on Seismograph Data," IEEE International conference on Big Data and Smart Computing, 27 Feb. - 2 Mar.2018, Kyoto, Japan.
40 "A Fast Parallel Genetic Algorithm Based Approach for Community Detection in Large Networks," 11th. International Conference on COMmunication Systems & NETworkS (COMSNETS2019), 7-11 January, Bengaluru, India.
41 "Identifying important factors affecting O2O customers trust from textual reviews," IEEE 9th International Conference on Awareness Science and Technology (iCAST2018), pp. 117-121, September 2018, Fukuoka,Japan.
42 "Proposal of a Cheap Pulse Wave Velocity (PWV) Meter Using Photoplethysmography," 12th International Conference on Sensing Technology (ICST 2018),IEEE Explore,pp., 3-6 December, Limerick, Ireland.
43 "Prediction of Credit Risk for P2P Lending Using Logistic Regression," International Conference of Japan Society of Artificial Intelligence, October 2018, Japan.
44 "Selection of P300 Event Related Potential of EEG According to Amplitude of Signal for Effective Classification," Proceedings of 21st. Meeting on Image Recognition and Understanding (MIRU 2018),5-8 August, Hokkaido, Japan.
45 “A Reliable Graph Clustering Method Using Genetic Algorithm,” International Symposium on Nonlinear Theory and Applications, Cancun, Mexico, December, 2017.
46 “Probes Minimization Still Maintaining High Accuracy to Classify Target Stimuli P300,” IEEE International Conference on Awareness Science and Technology, November, 2017, Taiwan.
47 Tzu-Chuen Lu, “Hidden Content Quality Aware Stego-Image Hiding Method using Re-Encoding Strategy,” IEEE International Conference on Awareness Science and Technology, November, 2017, Taiwan.
48 “A User Aware Interface for Seclusion Rooms,” IEEE International Conference on Awareness Science and Technology, November, 2017, Taiwan.
49 “Reduction of Congestion in a Manhattan Grid Road Network by Detouring of Vehicles,” IEEE International Conference on Advanced Networks and Telecommunications Systems, December, India.
50 “A URL Address Aware Classification of Malicious Websites for Online Security during Web-surfing,” IEEE International Conference on Advanced Networks and Telecommunications Systems, December, India.
51 "Minimizing the Number of Probes and Maximizing Classification Performance for P300 BCI speller," International work-conference on Time Series, September, 2017, Spain.
52 “An Efficient Anomaly Detection in Periodic Signals," International work-conference on Time Series, September, 2017, Granada, Spain.
53 “Real-time Anomaly Detection of Continuously Monitored Periodic Bio-signals like ECG,” Springer Lecture Notes on AI, 10091, pp: 418-427, 2017.
54 “Analysis of Time-Series Eye-Tracking Data to Classify and Quantify Reading Ability,” Springer, Advances in Time Series Analysis and Forcasting, Vol 439384, June, 2017.
55 “A Top Down Approach to Time-series analysis – Two Case Studies with bio-signals EEG and ECG,” International Conference on Advance Information Technology, Taiwan, April, 2017.
56 “What is Important – Problem Solving or Deciphering Human Intelligence?” International Conference on Intelligent Information and Database, April, 2017, Kanazawa, Japan.
57 “A Top Down Approach to Time-series analysis with bio-signals,” March 2017.
58 "Analysis of time-series eye-tracking data to classify and quantify reading ability," I. Rojas et al. (eds.), Advances in Time Series Analysis and Forecasting, Contributions to Statistics, pp: 1—12, Springer, June, 2017.
59 “Selecting Important Features Related to Efficacy of Mobile Advertisements (using Eye-tracking data),”Lecture Notes on AI 10191, Springer, pp: 728—737, 2017.
60 “A Study of Crucial Factors for In-App Purchase of Game Software,” Lecture Notes on AI 10247, Springer, pp: 1—12, 2017.
61 “A Distributed Optimal Routing-Time Algorithm for Traffic Dissemination in Manhattan Networks,” ACM Symposium on Applied Computing 2017, pp: 499—505, April, 2017.
62 “Optimum Route Recommendation System to Escape Disaster Environment,” Proceedings of Recent Advances in Information and Communication Technology (IC2IT), Advances in Intelligent Systems and Computing 566, Springer, July, 2017.
63 “Route Recommendation System to Support Multiple Destinations and Multiple Routes to Minimize Road Congestion,” International Journal of Communication Networks and Distributed Systems, (accepted. Will be published in 2017)
64 "Incorporating Awareness in Expert Systems - Learning from Expert's Selective Attention and Perception," IEEE Systems, Man and Cybernatics Conference (IEEE SMC), Budapest, October, 2016.
65 “Understanding Individual’s EEG signal to Improve Efficiency of Brain Computer Interface Applications,” Indian Institute of Engineering Science and Technology, January, 2016, India.
66 “Anomaly Detection in Time-series Data,” International Conference on Frontiers of Information Technology, Application and Tools (FITAT), April, 2017, China.
67 “Anomaly Detection in Time-Series Data – A case study with Continuously Monitored Periodic Bio-signals,” International Conference on Science in Information Technology, October, 2016, Indonesia.
68 "Anomaly Detection of Continuously Monitored Periodic Bio-Signals," International Conference on Complex Medical Engineering (Special session on Omni Healthcare Systems), August, 2016, Japan.
69 "Analysis of time-series eye-tracking data to classify and quantify reading ability," International work-conference on Time Series, June, 2016, Granada, Spain.
70 "Towards an Efficient and Convenient Brain Computer Interface," American Association of Artificial Intelligence Spring Symposium, Palo Alto, California, USA, 21-23 March, 2016.
71 "Awareness in Brain, Society, and Beyond" IEEE System, Man, & Cybernatics Magazine, vol.1, no.3, July 2015, pp. 8-16.
72 "Minimizing Sensors for System Monitoring – A Case Study with EEG Signals" IEEE Cybernatics Conference, pp. 206-211, Gdynia, Poland, June, 2015.
73 "Dynamic migration in multiple ant colonies" IEEE Cybernatics Conference, pp. 146-150, Gdynia, Poland, June, 2015.
74 "Dynamic distribute route recommendation system for multiple destinations," IEEE 12th. International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), pp. 1-5, Hua Hin, Thailand, June, 2015.
75 "An efficient image-aware Kana-Kanji conversion algorithm for Twitter on mobile phones," IEEE 7th. International Conference on Awareness Science and Technology (iCAST), pp. 49-54, Qinhuangdao, China, September, 2015.
76 "An Expert’s Selective Attention and Awareness Incorporating Expert’s Perception in Machine Learning," Position paper, IEEE 7th International Conference on Awareness Science and Technology (iCAST), pp. 49-54, Qinhuangdao, China, September, 2015.
77 "Medical information sharing system based on non-repudiation mechanism," International Conference on Innovation, Communication and Engineering, Xiangtan, Hunan, China, 23-28 October, 2015.
78 "Queuing model-based optimal traffic flow in a grid network" IEEE International Conference on Advanced Networks and Telecommuncations Systems (ANTS), Kolkata, India, December, 2015.
79 "Real-time Anomaly Detection of Continuously Monitored Bio-signals Like Electrocardiogram," Workshop on Time series data analysis and its application, International symposium of Japan Society of Artificial Intelligence, Tokyo, Japan, 16-18 Nov, 2015.
80 "Reduction of Probes by Selecting Cluster-Centers of EEG Signal and Eliminating Irrelevant Ones by Pareto GA," Workshop on Time series data analysis and its application, International symposium of Japan Society of Artificial Intelligence, Tokyo, Japan, 16-18 Nov, 2015.
81 "Analysis of eye-tracking data to classify the level of reading comprehension," Workshop on Time series data analysis and its application, International symposium of Japan Society of Artificial Intelligence, Tokyo, Japan, 16-18 Nov, 2015.
82 "Optimum Route Recommendation System for Multiple Possible Destinations Supporting Dynamic Changes of the Environment" International Cluster Wrokshop, 29-30 December, 2014, Korea.
83 "Dynamic Optimum Route Recommendation System for Multi-destination Nodes Using VANET to Escape Disaster Environment" International Conference on Intelligent Transportation System (ITS Japan 2014), 4-5 December, 2014, Sendai, Japan.
84 "A New Proximity Aware Similarity Metric for Contiguous Clustering for Segmenting Signals"IEEE International Conference on Systems, Man and Cybernatics 2014 (IEEE SMC 2014), 5-8 October, 2014, San Diego, USA.
85 "Analysis of Foot-pressure Data to Classify Mobility Pattern" IEEE Sponsored International Conference on Sensing Technology 2014 (ICST 2014), 2-4 September, 2014, Liverpool, England.
86 "Clustering of EEG Signal to Optimize Number of Electrodes in BCI Applications" IEEE Sponsored International Conference on Complex Medical Engineering (ICME 2014), 26-29 June, 2014, Taipei, Taiwan.
87 "Analysis of EEG Signal to Investigate Influence of Intoxication in Perception Delay" International Conference on Awareness Science and Technology 2013 (iCAST 2013), pp: 75 - 81, 2-4 Nov, 2013, Aizu Wakamatsu, Japan.
88 "Real-time Mobility Aware Shoe -Analyzing Dynamics of Pressure Variations at Important Foot Points?" International Conference on Awareness Science and Technology 2013 (iCAST 2013), pp: 87 - 93, 2-4 Nov, 2013, Aizu Wakamatsu, Japan.
89 "Construction of an Intelligent Intrusion Detection System Based on KINECT"International Conference on Awareness Science and Technology 2013 (iCAST 2013), pp: 81 - 87, 2-4 Nov, 2013, Aizu Wakamatsu, Japan.
90 "An Efficient Pressure-Aware Character Input Algorithm for Mobile Phones" International Conference on Awareness Science and Technology 2013 (iCAST 2013), pp: ?? - ??, 2-4 Nov, 2013, Aizu Wakamatsu, Japan.
91 "Multi-objective Optimization Using Pareto GA for Gene-Selection from Microarray Data for Disease Classification" IEEE International Conference on Systems, Man and Cybernatics (IEEE SMC 2013), pp: 2629-2634, 13-16 October, 2013, Manchester, England. (accepted)
92 "Fuzzy Consistency Measure with Particle Swarm Optimization for Feature Selection" IEEE International Conference on Systems, Man and Cybernatics (IEEE SMC 2013), pp: 4311-4315, 13-16 October, 2013, Manchester, England. (accepted)
93 "Perception Delay and its Estimation Analyzing EEG Signal" IEEE International Conference on Cybernatics (IEEE CYBCONF 2013), pp: 57 - 62, 13-15 June, 2013, Laussane, Switzerland.
94 "Adaptive Multi-hop Routing for Wireless Sensor Networks" International Joint Conference on Computer Science and Software Engineering (JCSSE 2013), pp: 105 - 110, 30-31 May, 2013, Thailand.
95 "A Real-time Angle and illumination Aware Face Recognition System Based on Artificial Neural Network'' Applied Computational Intelligence and Soft Computing, Vol. 2012, Article ID 274617, 9 pages, 2012.
96 "An Efficient Genome Fragment Assembling Using GA with Neighborhood Aware Fitness Function'' Applied Computational Intelligence and Soft Computing, Vol. 2012, Article ID 945401, 11 pages, 2012.
97 "Chipless Metal Patch RFID - Behavior of Backscatter and a Proposition for Its Real-time Analysis," Proceedings of the International Conference on Computers and Devices for Communication (CODEC 2012), pp:1-4, 17-19 December, 2012, Kolkata, India.
98 "Analysis of Backscatter from Chipless Metal Patch RFID Using Soft Computing Techniques," Proceedings of the joint International Conference on Soft Computing and Intelligent Systems (SCIS) and International Symposium on Advanced Intelligent Systems (ISIS), pp: 1-6, 20-24 November, 2012, Kobe, Japan.
99 "Fuzzy- PSO based Route Recommendation for User Aware Pedestrian Navigation System" Proceedings of IEEE TENCON 2012, pp:1-6, 22-25 November, 2012, Cebu, Philippines.
100 "A Novel Ranking Method of Web Search Result Using Clustering and Concordance Count" IEEE World Congress on Computational Intelligence 2012 (IEEE WCCI 2012), pp: 902 - 907, 10-15 June, 2012, Brisbane, Australia.
101 "How much information could be revealed by analyzing data from pressure sensors attached to shoe insole?" IEEE International Conference on Instruments and Measurements 2012 (I2MTC 2012), pp: 1963 - 1967, 13-17 May, 2012, Graz, Austria.
102 "Optimal Multi-path Energy-aware routing Protocol for Wireless Sensor Networks" ECTI-CON 2012, pp: - , 16-18 May, 2012, Hua Hin, Thailand.
103 "A Virtual Timeslot Algorithm for Safety Alert Application on VANET" ITC-CSCC 2012, pp: - , 15-18 July, Sapporo, Japan.
104 "Development of Laguerre Neural-Network-based Intelligent Sensors for Wireless Sensor Networks'' IEEE Transactions on Instrumentation and Measurement, Vol. 60, No. 3., March 2011, pp. 725-734.
105 "e-MLP-based Modeling of High-Power PEM Fuel Cell Stacks" Proceedings of the IEEE System Man Cybernatics conference, (IEEE SMC 2011), pp. 802-807, October 9-12, 2011, Anchorage, Alaska.
106 "A Real-time Angle Aware Face Recognition System Based on Artificial Neural Network?" Proceedings of the IEEE Internation Conference on Aware Science and Technology (ICAST 2011), pp.521-526, Sept 27-30, 2011, Dalian, China.
107 "HEHC: Heterogeneous-Aware Enhanced Hierarchical Clustered Scheme for Wireless Sensor Networks" Proceedings of the SICE Conference, Sept 13-18, Waseda University, Japan
108 "Synthesis of Passive RFID from Backscatter Using Soft-Computing Techniques" Proceedings of the Second International Conference on Emerging Applications of Information Technology (EAIT 2011), pp. 325-328, February 18-20, 2011, Kolkata, India.
109 "Analysis of the Bluetooth Device Discovery Protocol'' Wireless Networks, Springer, Vol. 16, issue. 2, pp. 241-256, February, 2010.
110 "Optimum Cluster Size for Cluster Based Communication in Wireless Sensor Network" Proceedings of the Fourth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM 2010), pp. 328-333, October 25-30, 2010, Florence, Italy.
111 "How best to restore operations of a Damaged ANN?" Proceedings of the IEEE World Congress on Computational Intelligence, pp.2225-2231, 18-23 July, 2010, Barcelona, Spain.
112 "An Improved SOM-based Visualization Technique for DNA Microarray Data Analysis" Proceedings of the IEEE World Congress on Computational Intelligence, pp.800-806, 18-23 July, 2010, Barcelona, Spain.
113 "An Efficient Method to Set RBF Network Paramters Based on SOM Training" Proceedings of the IEEE international Conference on Computer and Information Technology, pp.426-431, 29June-1July, 2010, Bradford, England.
114 "A Novel Integrated Wireless Sensor Network Architecture for Disaster Prevention" International Journal on Smart Sensing and Intelligent Systems, Vol. 2, No. 2, June 2009.
115 "Chipless RFID using Stacked Multilayer Patches" Proceedings of the IEEE international conference on Applied Electromagnetics, December, 2009, Kolkata, India
116 "An Adaptive Alert Message Dissemination Protocol for VANET to Improve Road Safety"Proceedings of the IEEE international conference on Fuzzy Systems, pp. 1639-1644, 20-24 August, 2009, Jeju Island, Korea.
117 "Fuzzy-Spray: Efficient Routing in Delay Tolerant Ad-hoc Network Based on Fuzzy Decision Mechanism" Proceedings of the IEEE international conference on Fuzzy Systems, pp.104-109, 20-24 August, 2009, Jeju Island, Korea.
118 "An MLP-Based Face Authentication Technique Robust to Orientation"Proceedings of the IEEE international Joint conference on Neural Networks, pp.481-488, 14-19 June, 2009, Atlanta, Georgia, USA.
119 "Hermite Neural Network-based Intelligent Sensors for Harsh Environments" Proceedings of the IEEE international Joint conference on Neural Networks, pp.2439-2444, 14-19 June, 2009, Atlanta, Georgia, USA.
120 "Neural Network-based Robust Linearization and Compensation Technique for Sensors under Nonlinear Environmental Influences'', IEEE Transactions on Circuits and Systems, Vol. 55, No.5, pp.1316-1327, June 2008.
121 "Functional Link Neural Network-based Intelligent Sensors for Harsh Environments" Sensors & Transducers Journal, Vol. 90, April 2008, pp. 209-220.
122 "An Efficient Location Management Based on Delay Information for Mobile Communication" Journal of Information Processing Society of Japan, Vol.49, No.1, pp.322-334, Jan, 2008. (in Japanese).
123 "An Efficient Image Compression Algorithm Using Wavelet Transform" Proceedings of SCIS&ISIS 2008, pp. 1073-1077, 17-21 September 2008, Nagoya, Japan.
124 "Mobility Management using Movement Feature for Next Generation Cellular Networks" Proceedings of 2008 IEEE 8th International Conference on Computer and Information Technology pp 682-687, 8-11 July 2008 . Sydney, Australia
125 "Development of Intelligent Sensors using Legendre Functional-Link Artificial Neural Networks'' Proceedings of IEEE international conference on System, Man and Cybernatics, pp. 1140-1145, October, 2008, Singapore.
126 "Legendre-FLANN(Functional-Link Artificial Neural Networks) based Nonlinear Channel Equalization in Wireless Communication System'' Proceedings of IEEE international conference on System, Man and Cybernatics, pp. 1826-1831, October, 2008, Singapore.
127 "Determination of QSAR of Aldose Reductase Inhibitors using an RBF Neural Network'' Proceedings of IEEE international conference on System, Man and Cybernatics, pp. 1713-1718, October, 2008, Singapore.
128 “What is Better for Restoring Operation of a Damaged ANN - Retraining or Reinitialize and Training” 2008 International Conference on Software, Knowledge, Information Management and Applications(SKIMA2008), Paper 173, Kathmandu, Nepal, March 2008.
129 "An Improved Distance Based Location Management Strategy for Next Generation Cellular Mobile Communication Networks", International Journal of Computers, Information Technology and Engineering, Vol.1, No.2, pp. 93-103, December, 2007, Serials Publications.
130 "Integration of Rough Set and Ensemble of Neural Networks for Complex Data Mining" International Journal of Computational Science, Vol.1, No.4, pp. 440 - 457, December 2007, Global Information Publisher.
131 "Intelligent Algorithms in Wireless Sensor Nodes and Networks" International Journal of Computers, Information Technology and Engineering, Vol.1, No.1, pp. 43-52, June 2007, Serials Publications.
132 "Asynchronous Parallel Distributed Genetic Algorithm with Elite Migration" International Journal of Computational Intelligence, Vol.4, No.2, pp.105-111, ISSN:1304-2386, 2007.
133 "An MLP-SOM Combination to Select Relevant Genes from High-dimensional DNA Microarray Data" in the Proceedings of the 7th IEEE International Symposium on Signal Processing and Information Technology, (ISSPIT 2007), 15-18 Dec, 2007, Cairo, Egypt.
134 "Development of Smart Sensors Operating in Harsh Environment Using Functional Link Neural Network" in the Proceedings of International Conference on Computation Intelligence, Robotics and Autonomous Systems (CIRAS 2007), pp. 2-7, 28-30 Nov, 2007, Palmerston N, NZ.
135 "Development of an Intelligent Financial Prediction Sysstem'' in the Proceedings of International Conference on Computation Intelligence, Robotics and Autonomous Systems (CIRAS 2007), pp. 196-201, 28-30 Nov, 2007, Palmerston N, NZ.
136 "Softcomputing Approach for Stock price Trend Forecasting from Multivariate Time Series" Proc. of ICICIC 2007, September 2007.
137 "Efficient Assembling of Genome Fragments Using Genetic Algorithm Enhanced by Heuristic Search" in the Proceedings of IEEE International Conference on Evolutionary Computation (CEC 2007), pp. 305-312, 25-28 Sept, 2007, Singapore.
138 "A Novel Distributed Genetic Algorithm Implementation with Variable Number of Islands" in the Proceedings of IEEE International Conference on Evolutionary Computation (CEC 2007), pp. 4698-4705, 25-28 Sept, 2007, Singapore.
139 "Rough Neuro Voting System for Data Mining: Application to Stock Price Prediction" Proc. of RSKT 2007 (LNAI 4481) pp. 558--565 , May 2007, Toronto, Canada.
140 "A Non-hierarchical Clustering Scheme for Visualization of High Dimensional Data" Proceedings of the sixth International Conference on Advances in Pattern Recognition (ICAPR'07) January 2-4, 2007, Kolkata, India.
141 "Intelligent Algorithms in wireless Ad-hoc sensor networks" Proceedings of the International Conference on Computers and Devices for Communication (CODEC'06) (invited talk) December 18-20, 2006, Kolkata, India.
142 "Heuristically Tuned GA to Solve Genome Fragment Assembly Problem" in the Proceedings of IEEE World Congress on Computational Intelligence - Conference on Evolutionary Computation (WCCI-CEC 2006), pp. 5640-5647, 16-21 July, 2006, Vancouver, BC, Canada.
143 "Mobility Pattern Learning and Route Prediction Based Location Management in PCS Network" HWISE workshop of the 20th. IEEE International conference on Advanced Information networking and applications (AINA 2006), pp. 351-355, 18-20 April, 2006, Vienna, Austria.
144 "A Heuristic Algorithm for Optimum Transmission Schedule in Broadcast Packet Radio Networks" Computer Communication, Vol.28, No.1, pp:74-85, January 2005, Elsevier.
145 Lecture Notes in Computer Science, Volume - 3816, Proceedings of International Conference on Distributed Computing and Internet Technology 2005, Springer Verlag, December, 2005.
146 "Multicast routing protocols, algorithms, and its QoS extensions" In Encyclopedia of Information Science and Technology Volume I-V, Edited by Mehdi Khosrow-Pour, Idea Group Publishing, USA, pp. 2036-2041, 2005.
147 "Rank and Proximity Based Crossover (RPC) to Improve Convergence in Genetic Search" IEEE Congress on Evolutionary Computation (CEC 2005), pp. 482-487, September 2-5, 2005, Edinburgh, U.K.
148 "A Genetic Algorithm Approach to Assemble DNA Fragments" The Eighth International conference on Human and Computer (HC 2005), pp. 31-36, August 31-September 2, 2005, Aizu Wakamatsu, Japan.
149 "An Efficient Genetic Algorithm with Adaptive Group Formation" The Eighth International conference on Human and Computer (HC 2005), pp.25-30, August 31-September 2, 2005, Aizu Wakamatsu, Japan.
150 "Bit Reduction of Image with Wavelet Transform" The Eighth Iinternational conference on Human and Computer (HC 2005), pp. 53-56, August 31-September 2, 2005, Aizu Wakamatsu, Japan.
151 "Resource reservation with session time in multicast routing" 16th. IEEE International Workshop in Database and Expert systems Applications (DEXA 2005), pp. 111-115, August, 2005, Copenhagen, Denmark.
152 "Performance Analysis of Distance based Trigger Update location management Algorithm with respect to Cell Size and Mobility Behavior" 2nd. IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS'05), pp. 95-98, 4-5 August, 2005, Sapporo, Japan.
153 "Prediction in Dynamic System - A Divide and Conquer Approach" IEEE Workshop on Soft Computing in Industrial Applications (SMCia/05), pp. 196-201, June 28-30, 2005, Finland.
154 " Multiobjective Route Selection for Car Navigation System Using Genetic Algorithm" IEEE Workshop on Soft Computing in Industrial Applications (SMCia/05), pp.190-195, June 28-30, 2005, Finland.
155 "Hybrid Rough-Genetic Algorithm for Knowledge Discovery from Large Data" IEEE International Workshop on Soft Computing as Transdisciplinary Science and Technology (WSTST 2005), pp.904-913, May 25-27, 2005, Hokkaido, Japan.
156 "Resilient Dissemination of Events in a Large-Scale Even Notification System" IEEE International Conference on e-Technology, e-Commerce and e-Service (EEE 2005), pp.502-507, 29 March - 1 April, 2005, Hong Kong.
157 "Genetic Algorithm to Solve Optimum TDMA Transmission Schedule in Broadcast Packet Radio Networks" IEEE Transactions on Communication, Vol.52, No.6, pp. 765-777, May, 2004.
158 "A Distributed Routing for Dynamic Multicasting" Telecommunication Systems, vol. 25, pp. 299-315, March-April 2004.
159 "Improvement of Paging Cost by Updating Using Paging Delay Divergence" International Workshop on Distributed Computing (IWDC 2004), Springer Verlag, LNCS 3326, pp.502-507, 27-30 December, 2004, Kolkata, India.
160 "Delay Analysis and Improvement of the Device Discovery Protocol in Bluetooth" IEEE Vehicular Technology Conference (IEEE VTC 2004), Track 10 - Modelling and simulation, Subtrack 10.8 - Network Simulation I, 26-29 September, 2004, Los Angeles, USA.
161 "A Rough-GA Hybrid Algorithm for Rule Extraction from Large Data" IEEE International conference on Computational Intelligence on Measurement Systems and Applications (CIMSA 2004), pp. 85-90, 14-16 July, 2004, Boston, USA.
162 "Device Discovery in Bluetooth Piconets - Delay Problems and Solutions" Integrated Design and Process Technology Symposium on System Design and Software Engineering (IDPT 2004), pp.95-102, June 28-July2, 2004, Izmir, Turkey.
163 "Distance based location management in cellular PCS network - a critical study" 18th. International conference on Advanced Information networking and applications (AINA 2004), Vol. 2, pp. 95-98, 29-31 March, 2004, Fukuoka, Japan.
164 "A Dynamic Multicast Routing Satisfying Multiple QoS Constraints" International Journal of Network Management, Vol. 13, issue 5, pp. 321-335, September 2003.
165 "Application of Rough Set for Feature Selection" Journal of 3-D Forum, Vol.17, No.4, pp.110-114, December 2003.
166 "A New Crossover Technique to Improve Convergence in Genetic Algorithm Search" WSEAS transactions on Computers, vol. 2, pp. 225-230, January, 2003.
167 "Time Based Resource Reservation for Multicast Routing"WSEAS transactions on Computers, vol. 2, pp. 53-57, January, 2003.
168 "Comparative Study on feature extraction for On-line Handwritten character recognition'', WSEAS transactions on Computers, vol. 2, pp. 231-236, January, 2003.
169 "Discovery of Bluetooth Nodes - A Critical Analysis" 5th Asia-Pacific Symposium on Information and Telecommunication Technologies conference (APSITT 2003), pp.327-332, November 26-27, 2003, New Caledonia.
170 "Optimal Composition of Parallel Processes in LOTOS" 5th Asia-Pacific Symposium on Information and Telecommunication Technologies conference (APSITT 2003), pp.69-72, November 26-27, 2003, New Caledonia.
171 "A Study on Stock Forecasting by Neural Network" Proceedings of the Sixth International Conference on Human and Computer (HC2003), pp. 103-105, Aizu Wakamatsu, Japan, August 28-30, 2003.
172 "An efficient RP(Rendezvous Point) replacement mechanism for revdezvous-based multicast routing" 23rd. IEEE international conference on distributed computing systems workshops (ICDCS 2003), pp. 514-518, 19-22 May, 2003, Rhode Island.
173 "A New Feature Extraction Technique for On-line Recognition of Handwritten Alphanumeric Characters" Information Sciences, Vol. 148, pp. 55-70, December 2002.
174 "Efficient Location Management by Movement Prediction of the Mobile Host" Lecture Notes in Computer Science LNCS 2571, pp. 142-153, Springer Verlag, 2002.
175 "Multicast: Concept, Problems, Routing Protocols, Algorithms and QoS Extensions" Chapter 14 in Distributed Multimedia Databases: Techniques and Applications, Edited by Timothy K. Shih, Idea Group Publishing, USA, pp. 225-245, January 2002.
176 "Location Management in PCN by Movement Prediction of the Mobile Host" Proceedings of the IEEE-ISIE 2002, pp. 78-83, L'Aquila, Italy, July 8-11, 2002.
177 "An Efficient Heuristic Algorithm for Channel Assignment Problem in Cellular Radio Networks" IEEE Transactions on Vehicular Technology, Vol. 50, No. 6, pp. 1528-1539, November 2001.
178 `A Neuro Fuzzy Algorithm for Feature Subset Selection" IEICE Trans. on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E84-A, No. 9, pp. 2182-2188, September 2001.
179 "Neural Network Approaches to Solve Various Steiner Tree Problems" In Steiner Trees in Industries, DingZhu Du and Xiuzhen Cheng (Editors), Kluwer Academic, pp. 29-69, 2001.
180 "Genetic Algorithm Approaches to Solve Various Steiner Tree Problems" In Steiner Trees in Industries, DingZhu Du and Xiuzhen Cheng (Editors), Kluwer Academic, pp. 71-100, 2001.
181 "Modified Hough Transformation Features for On-line Handwritten User-computer Interface" Proceedings of the IEEE sponsored International Conference on Information Technology (ICIT2001), pp. 120-125, India, December 20-23, 2001.
182 "An interactive genetic algorithm to find relations between facial features and its impression" Proceedings of the International Conference on Human and Computer (HC2001), Japan, September 26-29, 2001.
183 "An Algorithm for Destination Driven Dynamic Multicasting" Proceedings of the International Conference on Software Engineering, Artificial Intelligence, Networking & Parallel/Distributed Computing (SNPD'01), pp 509-516, August 20-22, 2001, Nagoya, Japan.
184 "An Intelligent Prediction Based Approach for Mobility Tracking in PCN" Proceedings of the International Conference on Internet Computing (IC 2001), Vol I, pp 528-534, June 25-28, Las Vegas, USA
185 "Distributed Routing for Dynamic Multicasting with Advance Resource Reservation Information" Proceedings of the 15th. IEEE International Conference on Information Networking (ICOIN 2001), pp 603-610, Japan, January 31-2, 2001.
186 "Genetic Algorithm for Graph Coloring Problem" Journal of 3-D Forum, Vol.14, No.4, pp.176-181, December 2000.
187 "A Novel Normalization Technique for Unsupervised Learning in ANN" IEEE Transactions on Neural Network, Vol. 11. No.1, pp. 253-257, January 2000.
188 "A Genetic Inspired Algorithm with Greedy Mutation for Channel Assignment Problem in Cellular Radio Networks" Proceedings of the IEEE sponsored International Conference on Information Technology (ICIT2000), pp.289-292, India, December 20-23, 2000.
189 "Genetic Algorithm for Clustering of Large Multivariate Data" Proceedings of the International Symposium on Nonlinear Theory and its Applications, Vol.1, pp. 169-172, Dresden, Germany, 17-21 September, 2000.
190 "A Hybrid Neuro-fuzzy feature subset selection technique" Proceedings of the International Symposium on Nonlinear Theory and its Applications, Vol.2, pp. 499-502, Dresden, Germany, 17-21 September, 2000.
191 "Dynamic Multicast Routing in Advance Resource Reservation Environment" Proceedings of the Seventh IEEE International Conference on Parallel and Distributed Systems (ICPADS2000), pp. 547-552, Japan, July 4-7, 2000.
192 "Multiple QoS Constraints Satisfying Dynamic Multicast Routing" Proceedings of the IEEE International Conference on Intelligent Networks (ICOIN-14), pp. 5D-2.1-2.8, Taiwan, January 26-28, 2000.
193 "Make Network a lively Distributed System: A Modern Approach to Solve Networking Problems" Proceedings of the IEEE International Conference on Intelligent Networks (ICOIN-14), pp. 5A-3.1-3.8, Taiwan, January 26-28, 2000.
194 "A Genetic Algorithm Based Training for Non-linear Competitive Learning Neural Networks" Journal of 3-D Forum, Vol. 13, No.3, pp. 129-133, September 1999.
195 "Optimal Routing for Dynamic MultipointConnection'' European Transactions on Telecommunication, Special issue Architectures, Protocols and Quality of Service for the Internet of the Future, Vol.10, No.2, pp. 183-190, March-April 1999.
196 "Non-linear Competitive Learning to Capture Pattern Distributions in Clusters" Proceedings of the International Conference on Advances in Pattern Recognition and Digital Techniques, pp.422-426, Calcutta, India, December 27-29, 1999.
197 "Generalization Behaviour of Fractal Neural Network in Pattern Classification" Proceedings of the International Conference on Advances in Pattern Recognition and Digital Techniques, pp.479-483, Calcutta, India, December 27-29, 1999.
198 "On Precomputing of QoS Paths " Proceedings of the 1999 IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS'99), Phuket, Thailand, pp.17-20, December, 1999.
199 "Genetic Programming for a Class of Constrained Optimization Problems" Proceedings of the IEEE System and Man Cybernatics Conference, Tokyo, JAPAN, pp.I-314 - I-319, October 12-15, 1999.
200 "Ideal Marriage for fine tuning in GA" Proceedings of the IEEE System Man and Cybertics Conference, Tokyo, JAPAN, pp.I-631 - I-636, October 12-15, 1999.
201 "Rule Extraction from Structured Neural Networks for Pattern Classification" Proceedings of the IEEE System Man and Cybertics Conference, Tokyo, JAPAN, pp.IV-869 - IV-874, October 12-15, 1999.
202 "Rank Based Crossover - A new technique to improve the speed and quality of convergence in GA" Proceedings of the 1999 Congress on Evolutionary Computation, Washington, USA, pp.1595-1602, July 6-9, 1999.
203 "Cost Minimization for Dynamic Multicast without Rerouting" Proceeding of the Internet Global Summit 1999, San Jose, pp. , June 22-25, 1999.
204 "Soft Computing Techniques for Intelligent Classification System : A Case Study" Proceedings of the IEEE Workshop on Soft Computing Methods in Industrial Applications, FINLAND, pp.16-21, June 16-18, 1999.
205 "Genetic Algorithm to Solve Channel Assignment Problem in Cellular Radio Networks" Proceedings of the IEEE Workshop on Soft Computing Methods in Industrial Applications, FINLAND, pp.34-39, June 16-18, 1999.
206 "Improvement of Performance by Partially Solving Method (PSM) for a System of Linear Equations by Decomposition Approach" Proceedings of the International Conference on Parallel and distributed systems, Poland, March 23-26, 1999.
207 "QoS Based Routing Algorithm in Integrated Services Packet Networks" Journal of High Speed Networking, Vol. 7, pp. 99-112, 1998.
208 "Routing with multiple QoS requirements for supporting multimedia applications" Telecommunication Systems Journal, Vol.9, No.3, pp.357-373, August 1998. Baltzer Science Publishers.
209 "Chaotic Time Series Prediction by Fractal Neural Network" Proceedings of the International Conference on Knowledge Based Computer systems, Bombay, India, pp. 323-332, Dec 16-18, 1998.
210 "Algorithm for Normalizing Multivariate Data without Distorting Patterns" Proceedings of the IEEE sponsored International Conference on Information Technology 1998, pp. 35-38, December 21-23, 1998.
211 "Chaos Theory and Fractal Neural Network in Information Processing" Proceedings of the International Conference on Information Technology 1998, pp. 24-27, December 21-23, 1998.
212 "An Efficient Routing to Minimuze the Cost for Dynamic Multicasting" Proceedings of IEEE Asia-Pacific Conference on Circuits and Systems, pp. 463-466, Nov 24-27, 1998.
213 "A Novel Feature Extraction Technique for Real-time Recognition of Hand Written Characters" Proceedings of the International Symposium on Nonlinear Theory and its Applications, Vol.3, pp. 1007-1010, Switzerland, September 14-17, 1998.
214 "Genetic Algorithm for Broadcast Scheduling in Packet Radio Networks" Proceedings of IEEE World Congress on Computational Intelligence, pp. 183-188, Alaska, May 4-9, 1998.
215 " Routing in Multimedia Communication'', Proceedings of the CODEC International Conference, pp. 245-250, Calcutta, India, 14-17 January 1998.
216 "A New Distributed QoS Routing Algorithm for Supporting Real-time Communication in High-Speed Networks" IEICE Transaction on Communication, Vol.E80-B, No.10 , pp. 1493-1501, October 1997.
217 "Layered Fractal Neural Net: Computational Performance as a Classifier" Knowledge Based Systems Journal, vol. 10, pp. 177-182, Elsevier, October, 1997.
218 "Combining Local Representative Networks to Improve Learning in Complex Nonlinear Learning Systems" IEICE Transactions on Fundamentals, vol. E80-A, No. 9, pp. 1630-1633,Sept 1997.
219 " An Unsupervised Competitive Learning with Non-linear Function" Proceedings of the International Symposium on Nonlinear Theory and its Applications, Vol. 2, pp. 727-730, Hawaii, USA, 30 Nov - 3 Dec 1997.
220 " A Routing Algorithm that Optimizes Multiple QoS Constraints" Proceedings of the IEEE International Joint Conference on protocols for multimedia systems and Multimedia Networks (PROMS-MmNet'97), pp. 152- 161, Santiago, Chile, November 24-27, 1997.
221 " QoS Based Routing Algorithm in Integrated Services Packet Networks" IEEE International Conference on network protocols (ICNP'97), Atlanta, USA. pp. 167-174, October, 1997.
222 "QoS Routing Algorithms for Pre-Computed Paths" In the proceedings of the IEEE International Conference on Computer Communications and Networks (IC3N'97), Las Vegas, Nevada, pp. 248-251, September 22-25, 1997.
223 "Difficulty in Learning vs. Network Size" Proceedings of the IEEE, INNS International Conference on Neural Networks, Houston, Texas, USA, pp. 2022-2027, June, 1997.
224 "Neural Network for Optimal Steiner Tree Computation" Neural Processing Letters, Vol. 3, No. 3, pp. 139-149, August 1996.
225 " Framework of a flexible computer communication network" Computer Communication, Vol. 19, pp. 1268-1275, Elsevier, 1996.
226 " Layered Fractal Neural Net: Computational Performance as a Classifier" Proceedings of the International Conference on Knowledge Based Computer systems, Bombay, India, pp. 303-314, Dec 16-18, 1996.
227 "Requirement Definition, Resource Management and Intelligent Creation of User Level Protocol" Proceedings of the International workshop on protocols for multimedia systems, Madrid, Spain, pp. 241-254, October 15-17, 1996.
228 "Combining Local Representative Networks" International Symposium on Nonlinear Theory and its Applications, pp. 153-156. Japan, Oct 1996.
229 " Soft Resource Reservation: A Flexible Guarantee of QoS" IEEE Int. Conference on Parallel and Distributed Systems, Tokyo, Japan, pp. 327-334, June 1996.
230 " Improving Generalization of a Well Trained Network" In the proceedings of the IEEE International Conference on Neural Network, Washington D.C., USA. pp. 276-281, June 1996.
231 "Fast Heuristic Scheduling based on Neural Networks for Real time Systems" The Journal of Real time Systems, Vol. 9, No. 3, pp. 289-304, November 1995.
232 "Communication of Multimedia Information Among Adaptive Agents in Distributed Environment" In the proceedings of the International Conference on Multimedia Networking, Aizu, Japan. pp. 107-112, 1995.
233 "Neural Network for Solving Constrained Steiner Tree Problem" In the proceedings of the IEEE International Conference on Neural Network, Perth, Australia. Vol. 4, pp. 1867-1872, December 1995.
234 "A Growing Network that optimizes between undertraining and Overtraining" In the proceedings of the IEEE International Conference on Neural Network, Perth, Australia. Vol. 2, pp. 1116-1121, December 1995.
235 "Flexible Computing: Basic Concepts, Design and Application" In the Proceedings of the IEEE Computer Society Workshop on Future Trends of Distributed Computing Systems, Cheju Island, Korea. pp. 152-159, August 1995.
236 "A Neural Network Approach to Multicast Routing in Real-Time Communication Networks" In the proceedings of the IEEE International Conference on Network Protocols, Tokyo, Japan. pp. 332-339, 1995.
237 "Agent Oriented Architecture for Flexible Networks" In the proceedings of the International Symposium on Autonomous Decentralized Systems, Arizona, USA. pp. 135-141, 1995.
238 "Flexible Networks: Basic Concept and Architecture" IEICE Trans. on Informations & Systems, Vol. E77-B, No. 11, pp. 1287-1294, November 1994.
239 "Multi-Dimensional Analysis Method for the NOAA AVHRR Images" IEEE Trans. on Geoscience and Remote sensing, Vol. 32, No. 5, pp. 949-954, Sept 1994.
240 "A Study on Chaotic Time Series Prediction Using RBF-Connectionist Network" In the proceedings of the International Conference cum Workshop on Current trends in Data Acquisition and Control, Calcutta, India. pp.110-115, December 1994.
241 "Flexible Systems: A Step Towards New Generation Networks" Proceedings of the IEEE International Conference On Intelligent Network'94. Osaka, Japan. pp. 477-482, Dec 1994.
242 "Classification of the NOAA Satellite Image Data by Unsupervised Neural Network" Trans. of the Society of Instrument and Control Engineers, Vol. 29, No. 3, pp. 281-287, 1993.
243 "Optimization of Over training and Over generalization" Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN93), Nagoya, Japan. Vol. 3, pp. 2257-2262, October 1993.
244 "A Quickly Trained ANN with Single Hidden Layer Gaussian Units" Proceedings of the IEEE International Conference on Neural Network ICNN93, San Francisco, USA. pp. 466-472, March 1993.
245 "Classification by Single Hidden layer ANN" Proceedings of the Australian Conference on Neural Networks, pp.241-244, 1993.