===========YEAR2021===========

1) Lu, Yu-Ching, Totsuka Koki, Goutam Chakraborty, and Masafumi Matsuhara, "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) Wang, Weilun, Goutam Chakraborty. "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) Sayan Sen Sarma, Koushik Sinha, Chayanon Sub-r-pa, Goutam Chakraborty, and Bhabani P. Sinha "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) Wang, Weilun, Goutam Chakraborty, and Basabi Chakraborty. "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) Invited Lecture, “Towards a Whiter Deep Learning Model - A Tour through Image Analysis,” IEEE INDICON, December 2021, India.

6) Keynote Speech title, “Object Detection vis-a-vis Medical Image Analysis,” International Conference on Intelligence Science, February 2021, India.

================YEAR2020==============

1) Lu, Yu-Ching, and Goutam Chakraborty, "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.

2) Lu, Yu-Ching, and Goutam Chakraborty, "A Two Stage Converging Genetic Algorithm for Graph Clustering," International Journal of Applied Science and Engineering, vol. 17, no. 3, pp. 299-310, 2020.

3) Wang, Weilun, Goutam Chakraborty, Basabi Chakraborty. "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.

4) Lu, Yu-Ching, Totsuka Koki, Goutam Chakraborty, and Masafumi Matsuhara, Performance Comparison of Clustering Algorithm Based Collaborative Filtering Recommendation System," MISNC2020 & IEMT2020, no. 15, pp. 1-6, October, 2020, Taiwan.

5) Lu, Yu-Ching, Totsuka Koki, Goutam Chakraborty, and Masafumi Matsuhara,"Review on Comparison of Performance of Recommender Systems Based on Different Approaches, Institute of Electronics, Information and Communication Engineers, Workshop, August, 2020, Japan.

6) Yi-Shun Lo, Weilun Wang, Goutam Chakraborty, Shao-Kuo Tai, MatsuHara Masafumi, "Grading Liver Carcinoma Stage Analyzing Cell Biopsy Image," Istitute of Electronics, Information and Communication Engineers, Workshop on Service Computing (SC), May, 2020, Aizu, Japan.

7) Masafumi Matsuhara, Norifumi Watanabe, Goutam Chakraborty, Hiroshi Mabuchi, "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

================YEAR2019================

1) Arnab Kumar Ghoshal, Nabanita Das, Subhasis Bhattacharjee and GoutamChakraborty, “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.

2) Yuching Lu, Erika Sawada,GoutamChakraborty, “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.

3) Shin-Fu Chen, GoutamChakraborty, and Li-Hua Li, “Feature selection on Credit Risk prediction for P2P Lending,” Springer, LNAI.

4) Shin-Fu Chen, GoutamChakraborty, “Credit risk assessment using regression model on P2P lending,” The 13th International Conference on Advanced Information Technologies (AIT 2019), 29 March, 2019, Taiwan.

5) Yu-Ching Lu, GoutamChakraborty, “An Efficient Graph Clustering Algorithm Using Multiobjective Pareto Optimization,” The 13th International Conference on Advanced Information Technologies (AIT 2019), 29 March, 2019, Taiwan.

6) Invited talk title, “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.

7) Keynote Speech title, “Efficient Object Detection in 3-Dimension Volumetric Image and Various Applications,” Global AI Congress, 12-15 September, 2019, India.

8) Keynote Speech title, “Mining Bigdata - the Graphical Approach,” 7th Mathematics, Science, and Computer Science Education International Seminar (MSCEIS), 12 October, 2019.

9) Weilun Wang, Goutam Chakraborty, “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.

10) Wei-Hsiang Chung, Goutam Chakraborty, Rung-Ching Chen, Cedric Bornand, “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.

11) Yuki Okude, Masafumi Matsuhara, Goutam Chakraborty, Hiroshi Mabuchi, “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.

12) Yi Chen Shiao, Goutam Chakraborty, Shin Fu Chen, Li Hua Li, Rung Ching Chen, “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.

13) Shu-Cih Tseng, Yu-Ching Liu, Goutam Chakraborty, “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.

14) Norifumi Watanabe, Masafumi Matsuhara, Goutam Chakraborty, Hiroshi Mabuchi, “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.

15) Weilun Wang, Goutam Chakraborty, “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.

16) Yuching Lu, Goutam Chakraborty, “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.

17) Invited talk title, , “Financial Data Analyses - Modeling a Time-Series or a Multivariate Approach,” International Workshop: Artificial Intelligence of and for Business (AI-Biz2019), 12 Nov, 2019.

================YEAR2018==============

1) Weilun Wang, Goutam Chakraborty, “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.

2) Goutam Chakraborty, Takuya Kamiyama, Hideyuki Takahashi, and Tetsuo Kinoshita, "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.

3) Shin-Fu Chen, Goutam Chakraborty, Li-Hua Li, "Prediction of Credit Risk for P2P Lending Using Logistic Regression," An extended version of JSAI2018 conference publication is accepted for Springer LNAI.

4) Key-note speech title, "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.

5) Key-note speech title, "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.

6) Hiroyuki Abe, Masafumi Matsuhara, Goutam Chakraborty and Hiroshi Mabuchi, " 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.

7) Shin-Fu Chen, Goutam Chakraborty, "Credit risk assessment using regression model on P2P lending," International conference on Advance Information Technology, 29-30 March, Taichung, Taiwan.

8) Yu-Ching Lu, Goutam Chakraborty , "An Efficient Graph Clustering Algorithm Using Multiobjective Pareto Optimization," Advance Information Technology, 29-30 March, Taichung, Taiwan.

9) Yu-Ching Lu, Erika Sawada, Goutam Chakraborty, "Earthquake Aftershock Prediction Based Solely on Seismograph Data," IEEE International conference on Big Data and Smart Computing, 27 Feb. - 2 Mar.2018, Kyoto, Japan.

10) Arnab Kumar , Nabanita Das, Subhasis Bhattacharjee, and Goutam Chakraborty, "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.

11) Wan-Ting Chien, Goutam Chakraborty, Long-Sheng Chen, "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.

12) Goutam Chakraborty, Emiko Ikeda, Hideyuki Takahashi, Tetsuo Kinoshita, Cedric Bornand, "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.

13) Shin-Fu Chen, Goutam Chakraborty, and Li-Hua Li, "Prediction of Credit Risk for P2P Lending Using Logistic Regression," International Conference of Japan Society of Artificial Intelligence, October 2018, Japan.

14) Weilun Wang, Goutam Chakraborty, "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.

============YEAR2017===========

1) Goutam Chakraborty, Naoki Sato, “A Reliable Graph Clustering Method Using Genetic Algorithm,” International Symposium on Nonlinear Theory and Applications, Cancun, Mexico, December, 2017.

2) Weilun Wang, Goutam Chakraborty, “Probes Minimization Still Maintaining High Accuracy to Classify Target Stimuli P300,” IEEE International Conference on Awareness Science and Technology, November, 2017, Taiwan.

3) Yu-Ching Lu, Goutam Chakraborty, 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.

4) Cedric Bornand, et. al. Goutam Chakraborty, “A User Aware Interface for Seclusion Rooms,” IEEE International Conference on Awareness Science and Technology, November, 2017, Taiwan.

5) Sayan Sen Sarma, Koushik Sinha, Goutam Chakraborty, Bhabani P. Sinha, “Reduction of Congestion in a Manhattan Grid Road Network by Detouring of Vehicles,” IEEE International Conference on Advanced Networks and Telecommunications Systems, December, India.

6) Goutam Chakraborty, Tsai Tzung Lin, “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.

7) Goutam Chakraborty, T. Kamiyama, "Minimizing the Number of Probes and Maximizing Classification Performance for P300 BCI speller," International work-conference on Time Series, September, 2017, Spain.

8) Weilun Wang, Horie Shigeki, Goutam Chakraborty, “An Efficient Anomaly Detection in Periodic Signals," International work-conference on Time Series, September, 2017, Granada, Spain.

9) T. Kamiyama, Goutam Chakraborty,“Real-time Anomaly Detection of Continuously Monitored Periodic Bio-signals like ECG,” Springer Lecture Notes on AI, 10091, pp: 418-427, 2017.

10) Goutam Chakraborty, Zong Han Wu, “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.

11) Key-Note Speech, “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.

12) Panel Talk, “What is Important – Problem Solving or Deciphering Human Intelligence?” International Conference on Intelligent Information and Database, April, 2017, Kanazawa, Japan.

13) IEEE Education Lecture, “A Top Down Approach to Time-series analysis with bio-signals,” March 2017.

14) Goutam Chakraborty, Zong Han Wu, "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.

15) Goutam Chakraborty, L. C. Cheng, L. S. Chen, and Cedric Bornand, “Selecting Important Features Related to Efficacy of Mobile Advertisements (using Eye-tracking data),”Lecture Notes on AI 10191, Springer, pp: 728—737, 2017.

16) Meng-Ru Lin and Goutam Chakraborty, “A Study of Crucial Factors for In-App Purchase of Game Software,” Lecture Notes on AI 10247, Springer, pp: 1—12, 2017.

17) Sayan Sen Sarma, Koushik Sinha, Goutam Chakraborty and Bhabani Sinha, “A Distributed Optimal Routing-Time Algorithm for Traffic Dissemination in Manhattan Networks,” ACM Symposium on Applied Computing 2017, pp: 499—505, April, 2017.

18) Chayanon-Sub R pa, Goutam Chakraborty, “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.

19) Chayanon Sub-R pa, Goutam Chakraborty, “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)

===========YEAR2016==========

1) Goutam Chakraborty, "Incorporating Awareness in Expert Systems - Learning from Expert's Selective Attention and Perception," IEEE Systems, Man and Cybernatics Conference (IEEE SMC), Budapest, October, 2016.

2) Invited talk, “Understanding Individual’s EEG signal to Improve Efficiency of Brain Computer Interface Applications,” Indian Institute of Engineering Science and Technology, January, 2016, India.

3) Key-Note Speech, “Anomaly Detection in Time-series Data,” International Conference on Frontiers of Information Technology, Application and Tools (FITAT), April, 2017, China.

4) Key-Note Speech, “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.

5) Takuya Kamiyama, Goutam Chakraborty, "Anomaly Detection of Continuously Monitored Periodic Bio-Signals," International Conference on Complex Medical Engineering (Special session on Omni Healthcare Systems), August, 2016, Japan.

6) Goutam Chakraborty, Zong Han Wu,"Analysis of time-series eye-tracking data to classify and quantify reading ability," International work-conference on Time Series, June, 2016, Granada, Spain.

7) Goutam Chakraborty and Shigeki Horie, "Towards an Efficient and Convenient Brain Computer Interface," American Association of Artificial Intelligence Spring Symposium, Palo Alto, California, USA, 21-23 March, 2016.

===========YEAR2015==========

1) Goutam Chakraborty, Robert Kozma, Tadahiko Murata, Qiangfu Zhao, "Awareness in Brain, Society, and Beyond", IEEE System, Man, & Cybernatics Magazine, vol.1, no.3, July 2015, pp. 8-16.

2) Goutam Chakraborty, Shigeki Horie, Shigeki Horie, Zbigniew Kokosiniski, "Minimizing Sensors for System Monitoring – A Case Study with EEG Signals," IEEE Cybernatics Conference, pp. 206-211, Gdynia, Poland, June, 2015.

3) T. P. Hong, L. I. Huang, W. Y. Lin, Y. Y. Liu, G CHAKRABORTY, "Dynamic migration in multiple ant colonies," IEEE Cybernatics Conference, pp. 146-150, Gdynia, Poland, June, 2015.

4) Chayanon Sub-r-pa; G CHAKRABORTY, "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.

5) M. Matsuhara, T. Sugawara, G CHAKRABORTY, H. Mabuchi, "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.

6) Goutam Chakraborty, "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.

7) T. T. Yang, C. L. Chen and Goutam Chakraborty, "Medical information sharing system based on non-repudiation mechanism," International Conference on Innovation, Communication and Engineering, Xiangtan, Hunan, China, 23-28 October, 2015.

8) Sayan Sen Sarma, G CHAKRABORTY, "Queuing model-based optimal traffic flow in a grid network" IEEE International Conference on Advanced Networks and Telecommuncations Systems (ANTS), Kolkata, India, December, 2015.

9) Takuya Kamiyama and Goutam Chakraborty, "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.

10) Horie Shigeki, Goutam Chakraborty, "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.

11) Zong Han Wu, Goutam Charkraborty, "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.

===========YEAR2014=========

1) Goutam Chakraborty and Chayanon Sub-r-pa, "Optimum Route Recommendation System for Multiple Possible Destinations Supporting Dynamic Changes of the Environment", International Cluster Wrokshop, 29-30 December, 2014, Korea.

2) Chayanon Sub-r-pa, Goutam Chakraborty, Sawamoto Jun, "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.

3) Goutam Chakraborty and Daigo Kikuchi, "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.

4) Goutam Chakraborty and Tetsuhiro Dendou, "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.

5) Hikaru Yokoha, Goutam Chakraborty and Daigo Kikuchi, "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.

==========YEAR2013=========

1) Daigo Kikuchi, Goutam Chakraborty, Jun Sawamoto and Hikaru Yokoha, "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.

2) Tetsuhiro Dendou and Goutam Chakraborty, "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.

3) Zhang Wei and Goutam Chakraborty, "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.

4) Masafumi Matsuhara, Miki Itoh, Goutam Chakraborty and Hiroshi Mabuchi, "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.

5) Goutam Chakraborty and Basabi Chakraborty, "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)

6) Basabi Chakraborty, Goutam Chakraborty, "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)

7) Goutam Chakraborty, Daigo Kikuchi, Jun Sawamoto and Hikaru Yokoha, "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.

8) Sarayoot Tanessakulwattana, Chotipat Pornavalai and Goutam Chakraborty, "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.

===========YEAR2012==========

1) Hisateru Kato, Goutam Chakraborty, Basabi Chakraborty, ``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.

2) Satoko Kikuchi, Goutam Chakraborty, ``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.

3) Goutam Chakraborty, Somnath Mukherjee and Kyohei Chiba, "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.

4) Kyohei Chiba, Goutam Chakraborty and Somnath Mukherjee, "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.

5) Basabi Chakraborty, Takako Hashimoto and Goutam Chakraborty , "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.

6) Toshihiro Yoshida, Masafumi Matsuhara, Goutam Chakraborty and Hiroshi Mabuchi, "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.

7) Goutam Chakraborty and Tetsuhiro Dendou, "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.

8) Sarayoot Tanessakulwattana, Chotipat Pornavalai, Goutam Chakraborty and Sagar Naik, "Optimal Multi-path Energy-aware routing Protocol for Wireless Sensor Networks", ECTI-CON 2012, pp: - , 16-18 May, 2012, Hua Hin, Thailand.

9) Chayanon Sub-r-pa, Chotipat Pornavalai and Goutam Chakraborty, "A Virtual Timeslot Algorithm for Safety Alert Application on VANET", ITC-CSCC 2012, pp: - , 15-18 July, Sapporo, Japan.

============YEAR2011==========

1) Jagdish C. Patra, Pramod K. Meher, Goutam Chakraborty, ``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.

2) Jagdish C. Patra, Goutam Chakraborty, "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.

3) Hisateru kato, Goutam Chakraborty, Naoya Ogata, Basabi Chakraborty, "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.

4) Md. Abdullah-al MAMUN, Yuji koi, Naoshi Nakaya, Yukari Hagihara, and Goutam Chakraborty, "HEHC: Heterogeneous-Aware Enhanced Hierarchical Clustered Scheme for Wireless Sensor Networks", Proceedings of the SICE Conference, Sept 13-18, Waseda University, Japan

5) Goutam Chakraborty, Somnath Mukherjee and Kohei Chiba, "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.

=========YEAR2010========

20) Goutam Chakraborty, Sagar Naik, D. Chakraborty, N. Shiratori and David Wei, ``Analysis of the Bluetooth Device Discovery Protocol'', Wireless Networks, Springer, Vol. 16, issue. 2, pp. 241-256, February, 2010.

21) Goutam Chakraborty, "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.

22) Goutam Chakraborty, Hideyuki Kurokawa, Basabi Chakraborty, Masafumi Matsuhara, Hiroshi Mabuchi, Yasuo Terayama, "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.

23) Jagdish C. Patra, Jacob Abraham, Pramod K. Meher and Goutam Chakraborty, "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.

24) Kazuhiko Yamashita, Goutam Chakraborty, Hiroshi Mabuchi, Masafumi Matsuhara, "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.

============YEAR2009==========

1) Md. Abdullah-al Mamun, Yuji koi, Naoshi Nakaya and Goutam Chakraborty, "A Novel Integrated Wireless Sensor Network Architecture for Disaster Prevention" International Journal on Smart Sensing and Intelligent Systems, Vol. 2, No. 2, June 2009.

2) Somnath Mukherjee and Goutam Chakraborty, "Chipless RFID using Stacked Multilayer Patches", Proceedings of the IEEE international conference on Applied Electromagnetics, December, 2009, Kolkata, India

3) Kanitsorn Suriyapaiboonwattana, Chotipat Pornavalai and Goutam Chakraborty, "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.

4) Akadet Mathurapoj, Chotipat Pornavalai and Goutam Chakraborty, "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.

5) Goutam Chakraborty, Basabi Chakraborty, Jagdish Patra and Chotipat Pornavalai, "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.

6) Jagdish C. Patra, Cedric Bornand and Goutam Chakraborty, "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.

============YEAR2008==========

1) Jagdish C. Patra, Goutam Chakraborty, Pramod K. Meher, ``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.

2) Jagdish C. Patra, Goutam Chakraborty and Subhas Mukhopadhyay, ``Functional Link Neural Network-based Intelligent Sensors for Harsh Environments'', Sensors & Transducers Journal, Vol. 90, April 2008, pp. 209-220.

3) Daisuke Senzaki, Goutam Chakraborty, M. Matsuhara and H. Mabuchi, ``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).

4) Takashi Takada, Goutam Chakraborty, "An Efficient Image Compression Algorithm Using Wavelet Transform" Proceedings of SCIS&ISIS 2008, pp. 1073-1077, 17-21 September 2008, Nagoya, Japan.

5) Daisuke Senzaki and Goutam Chakraborty, "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

6) Jagdish Chandra PATRA, Pramod Kumar MEHER, G CHAKRABORTY, ``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.

7) Jagdish Chandra PATRA, Wei Chiat CHIN, Pramod Kumar MEHER, G CHAKRABORTY, ``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.

8) Jagdish Chandra PATRA, Rowena Wai Sim CHEONG, Pramod Kumar MEHER, G CHAKRABORTY, ``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.

9) Goutam Chakraborty, Hideyuki Kurokawa, B. Chakraborty, M. Matsuhara, H. Mabuchi, Y. Terayama, C. Yoshida: �“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.

===========YEAR2007=========

1) Daisuke Senzaki and Goutam Chakraborty,``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.

2) Hiromitsu Watanabe, Basabi Chakraborty, Goutam Chakraborty, ``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.

3) Goutam Chakraborty,``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.

4) Kazunori Kojima, M. Ishigame, Goutam Chakraborty, Hiroshi Matsuo, and Shozo Makino, ``Asynchronous Parallel Distributed Genetic Algorithm with Elite Migration``, International Journal of Computational Intelligence, Vol.4, No.2, pp.105-111, ISSN:1304-2386, 2007.

5) Goutam Chakraborty, Jagdish C. Patra and Basabi Chakraborty, ``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.

6) Jagdish C. Patra and Goutam Chakraborty, ``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.

7) Jagdish C. Patra, J. Kaushish, Pramod K. Meher and Goutam Chakraborty, ``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.

8) H. watanabe, Basabi Chakraborty and Goutam Chakraborty,"Softcomputing Approach for Stock price Trend Forecasting from Multivariate Time Series', Proc. of ICICIC 2007, September 2007.

9) Satoko Kikuchi, Goutam Chakraborty, ``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.

10) Takuma Jumonji, Goutam Chakraborty, Hiroshi Mabuchi and Masafumi Matsuhara, ``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.

11) H. watanabe, Basabi Chakraborty and Goutam Chakraborty, "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.

12) Goutam Chakraborty, Basabi Chakraborty and N. Ogata, ``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.

===========YEAR2006=========

1) Goutam Chakraborty, ``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.

2) Satoko Kikuchi, Goutam Chakraborty, ``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.

3) Daisuke Senzaki, Goutam Chakraborty, Hiroshi Mabuchi, and Masafumi Matsuhare, ``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.

==========YEAR2005========

1) Goutam Chakraborty, D. Chakraborty, and N. Shiratori, ``A Heuristic Algorithm for Optimum Transmission Schedule in Broadcast Packet Radio Networks'', Computer Communication, Vol.28, No.1, pp:74-85, January 2005, Elsevier.

2) Goutam Chakraborty (Editor), Lecture Notes in Computer Science, Volume - 3816, Proceedings of International Conference on Distributed Computing and Internet Technology 2005, Springer Verlag, December, 2005.

3) D. Chakraborty, Goutam Chakraborty, N. Shiratori, ``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.

4) Goutam Chakraborty, Basabi Chakraborty, ``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.

5) Satoko Kikuchi, Goutam Chakraborty, Hiroshi Mabuchi, Masafumi Matsuhara, ``A Genetic Algorithm Approach to Assemble DNA Fragments'', The Eighth Iinternational conference on Human and Computer (HC 2005), pp. 31-36, August 31-September 2, 2005, Aizu Wakamatsu, Japan.

6) Takuma Jumonji, Goutam Chakraborty, Hiroshi Mabuchi, Masafumi Matsuhara, ``An Efficient Genetic Algorithm with Adaptive Group Formation'', The Eighth Iinternational conference on Human and Computer (HC 2005), pp.25-30, August 31-September 2, 2005, Aizu Wakamatsu, Japan.

7) Takashi Takada, Goutam Chakraborty, Masaaki Ishigame, Yoshiaki Itoh, Kazunori Kojima, ``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.

8) Bhed Bahadur Bista, Goutam Chakraborty, ``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.

9) Daisuke Senzaki, Goutam Chakraborty, Hiroshi Mabuchi, and Masafumi Matsuhare, ``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.

10) Goutam Chakraborty, Hiromitsu Watanabe, Basabi Chakraborty, ``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.

11) Basabi Chakraborty, Takeaki Maeda, Goutam Chakraborty, `` 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.

12) Goutam Chakraborty, Basabi Chakraborty, ``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.

13) C. H. Lwin, H. Mohanty, R. K. Ghosh and Goutam Chakraborty, ``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.

==========YEAR2004========

1) Goutam Chakraborty, ``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.

2) D. Chakraborty, S. M. S. Zabir, A. Chayabejara, and Goutam Chakraborty, "A Distributed Routing for Dynamic Multicasting" Telecommunication Systems, vol. 25, pp. 299-315, March-April 2004.

3) Daisuke Senzaki, Goutam Chakraborty, ``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.

4) Goutam Chakraborty, Sagar Naik, D. Chakraborty, Norio Shiratori, and David Wei, ``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.

5) Goutam Chakraborty, Basabi Chakraborty, ``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.

6) Goutam Chakraborty, B. B. Bista, Sagar Naik, D. Chakraborty, Norio Shiratori, ``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.

7) Daisuke Senzaki, Goutam Chakraborty, Hiroshi Mabuchi, and Masafumi Matsuhare, ``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.

==========YEAR2003========

1) Debasish Chakraborty, Goutam Chakraborty, and Norio Shiratori, ``A Dynamic Multicast Routing Satisfying Multiple QoS Constraints'', International Journal of Network Management, Vol. 13, issue 5, pp. 321-335, September 2003.

2) Toshiyuki Kurokawa, Goutam Chakraborty, ``Application of Rough Set for Feature Selection'', Journal of 3-D Forum, Vol.17, No.4, pp.110-114, December 2003.

3) Goutam Chakraborty and Basabi Chakraborty, ``A New Crossover Technique to Improve Convergence in Genetic Algorithm Search'', WSEAS transactions on Computers, vol. 2, pp. 225-230, January, 2003.

4) Bhed Bahadur Bista, Goutam Chakraborty, ``Time Based Resource Reservation for Multicast Routing,'' WSEAS transactions on Computers, vol. 2, pp. 53-57, January, 2003.

5) Basabi Chakraborty, Goutam Chakraborty, ``Comparative Study on feature extraction for On-line Handwritten character recognition'', WSEAS transactions on Computers, vol. 2, pp. 231-236, January, 2003.

6) Sagar Naik, Goutam Chakraborty, Norio Shiratori, ``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.

7) Bhed Bahadur Bista, Goutam Chakraborty, ``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.

8) Hiromitsu Watanabe, Goutam Chakraborty, ``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.

9) Bhed Bahadur Bista, Goutam Chakraborty, ``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.

=========YEAR2002======

1) Basabi Chakraborty and Goutam Chakraborty, ``A New Feature Extraction Technique for On-line Recognition of Handwritten Alphanumeric Characters'', Information Sciences, Vol. 148, pp. 55-70, December 2002.

2) Goutam Chakraborty, ``Efficient Location Management by Movement Prediction of the Mobile Host'', Lecture Notes in Computer Science LNCS 2571, pp. 142-153, Springer Verlag, 2002.

3) D. Chakraborty, Goutam Chakraborty, N. Shiratori, ``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.

4) Goutam Chakraborty, B. B. Bista, D. Chakraborty, and N. Shiratori, ``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.

==========YEAR2001========

1) Goutam Chakraborty, ``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.

2) Basabi Chakraborty and Goutam Chakraborty, `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.

3) Goutam Chakraborty, ``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.

4) Goutam Chakraborty, ``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.

5) Goutam Chakraborty, S. Kogo, and H. Watanabe, ``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.

6) Goutam Chakraborty, ``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.

7) D. Chakraborty, Goutam Chakraborty, T. Suganuma, N. Shiratori, ``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.

8) Goutam Chakraborty, B. B. Bista, and N. Shiratori, ``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

9) D. Chakraborty, C. Pornavali, Goutam Chakraborty, N. Shiratori, ``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.

===========YEAR2000=========

1) Goutam Chakraborty, ``Genetic Algorithm for Graph Coloring Problem'', Journal of 3-D Forum, Vol.14, No.4, pp.176-181, December 2000.

2) Goutam Chakraborty and Basabi Chakraborty, ``A Novel Normalization Technique for Unsupervised Learning in ANN'', IEEE Transactions on Neural Network, Vol. 11. No.1, pp. 253-257, January 2000.

3) Goutam Chakraborty, ``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.

4) Goutam Chakraborty, Basabi Chakraborty, ``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.

5) Basabi Chakraborty, Goutam Chakraborty, ``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.

6) Chotipat Pornovalai, Debasish Chakraborty, Goutam Chakraborty, Norio Shiratori, ``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.

7) Debasish Chakraborty, Goutam Chakraborty, Chotipat Pornovalai, Norio Shiratori, ``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.

8) Norio Shiratori, Goutam Chakraborty et.al., ``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.

========YEAR1999=========

1) Goutam Chakraborty, ``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.

2) D. Chakraborty, Goutam Chakraborty, P. Chotipat, N. Shiratori, ``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.

3) Goutam Chakraborty and Basabi Chakraborty, ``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.

4) Basabi Chakraborty and Goutam Chakraborty, ``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.

5) P. Kaewyongphang, C. Pornavalai, R. Varakulsiripunth, Goutam Chakraborty, and N. Shiratori, ``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.

6) Goutam Chakraborty, ``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.

7) Goutam Chakraborty, and Basabi Chakraborty, ``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.

8) Basabi Chakraborty, and Goutam Chakraborty, ``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.

9) Goutam Chakraborty, and Kayo Hoshi, ``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.

10) D. Chakraborty, Goutam Chakraborty, Chotipat Pornovalai, and Norio Shiratori, ``Cost Minimization for Dynamic Multicast without Rerouting'', Proceeding of the Internet Global Summit 1999, San Jose, pp. , June 22-25, 1999.

11) Basabi Chakraborty, and Goutam Chakraborty, ``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.

12) Goutam Chakraborty, and Basabi Chakraborty, ``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.

13) Minetada Osano, Goutam Chakraborty, ``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.

=========YEAR1998===========

1) P. Chotipat, Goutam Chakraborty, N. Shiratori, ``QoS Based Routing Algorithm in Integrated Services Packet Networks'', Journal of High Speed Networking, Vol. 7, pp. 99-112, 1998.

2) P. Chotipat, Goutam Chakraborty, N. Shiratori, ``Routing with multiple QoS requirements for supporting multimedia applications'', Telecommunication Systems Journal, Vol.9, No.3, pp.357-373, August 1998. Baltzer Science Publishers.

3) Basabi Chakraborty, Goutam Chakraborty, ``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.

4) Goutam Chakraborty, Basabi Chakraborty, ``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.

5) Basabi Chakraborty, Goutam Chakraborty, ``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.

6) D. Chakraborty, C. Pornovalai, Goutam Chakraborty and Norio Shiratori, ``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.

7) Goutam Chakraborty, Shoichi Noguchi, ``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.

8) Goutam Chakraborty, Yuuske Hirano, ``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.

9) Goutam Chakraborty, P. Chotipat, N. Shiratori, `` Routing in Multimedia Communication'', Proceedings of the CODEC International Conference, pp. 245-250, Calcutta, India, 14-17 January 1998.

========YEAR1997=========

1) P. Chotipat, Goutam Chakraborty, N. Shiratori, ``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.

2) B. Chakraborty, Y. Sawada, Goutam Chakraborty, ``Layered Fractal Neural Net: Computational Performance as a Classifier'', Knowledge Based Systems Journal, vol. 10, pp. 177-182, Elsevier, October, 1997.

3) Goutam Chakraborty, M. Sawada, S. Noguchi, ``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.

4) Goutam Chakraborty, Shoichi Noguchi, `` 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.

5) P. Chotipat, Goutam Chakraborty, N. Shiratori, `` 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.

6) P. Chotipat, Goutam Chakraborty, N. Shiratori, `` QoS Based Routing Algorithm in Integrated Services Packet Networks'', IEEE International Conference on network protocols (ICNP'97), Atlanta, USA. pp. 167-174, October, 1997.

7) P. Chotipat, Goutam Chakraborty, N. Shiratori, ``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.

8) Goutam Chakraborty, Shoichi Noguchi, ``Difficulty in Learning vs. Network Size'', Proceedings of the IEEE, INNS International Conference on Neural Networks, Houston, Texas, USA, pp. 2022-2027, June, 1997.

========YEAR1996========

1) P. Chotipat, Goutam Chakraborty, N. Shiratori, ``Neural Network for Optimal Steiner Tree Computation'', Neural Processing Letters, Vol. 3, No. 3, pp. 139-149, August 1996.

2) N. Shiratori, S. Suganuma, S. Sugiura, Goutam Chakraborty et.al. `` Framework of a flexible computer communication network'' Computer Communication, Vol. 19, pp. 1268-1275, Elsevier, 1996.

3) Basabi Chakraborty, Yasuji Sawada, Goutam Chakraborty, `` 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.

4) Goutam Chakraborty, N. Shiratori, ``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.

5) Goutam Chakraborty, S. Noguchi, ``Combining Local Representative Networks'', International Symposium on Nonlinear Theory and its Applications, pp. 153-156. Japan, Oct 1996.

6) Goutam Chakraborty, N. Shiratori, `` Soft Resource Reservation: A Flexible Guarantee of QoS'', IEEE Int. Conference on Parallel and Distributed Systems, Tokyo, Japan, pp. 327-334, June 1996.

7) Goutam Chakraborty, S. Noguchi, `` 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.

==========YEAR1995========

1) R. Thawonmas, Goutam Chakraborty, and N. Shiratori, ``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.

2) A. Ashir, R. Ono, E. Lee, Goutam Chakraborty, N. Shiratori, ``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.

3) P. Chotipat, Goutam Chakraborty, N. Shiratori, ``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.

4) Goutam Chakraborty, M. Murakami, N. Shiratori, S. Noguchi, ``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.

5) N. Shiratori, Goutam Chakraborty and K. Sugawara, ``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.

6) P. Chotipat, Goutam Chakraborty, N. Shiratori, ``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.

7) K. Sugawara, T. Kinoshita, Goutam Chakraborty, et.al. ``Agent Oriented Architecture for Flexible Networks'', In the proceedings of the International Symposium on Autonomous Decentralized Systems, Arizona, USA. pp. 135-141, 1995.

==========YEAR1994==========

1) N. Shiratori, K. Sugawara, T. Kinoshita, and Goutam Chakraborty, ``Flexible Networks: Basic Concept and Architecture'' IEICE Trans. on Informations & Systems, Vol. E77-B, No. 11, pp. 1287-1294, November 1994.

2) J. Kudoh, Goutam Chakraborty et.al., ``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.

3) Goutam Chakraborty, B. Chakraborty, M. Murakami, and N. Shiratori, ``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.

4) N. Shiratori, K. Sugawara, T. Kinoshita, and Goutam Chakraborty, ``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.

========YEAR1993===========

1) Goutam Chakraborty, J. Kudoh, and N. Shiratori and S. Noguchi, ``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.

2) Goutam Chakraborty, N. Shiratori, and S. Noguchi, ``Optimization of Overtraining and Overgeneralization'', Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN93), Nagoya, Japan. Vol. 3, pp. 2257-2262, October 1993.

3) Goutam Chakraborty, N. Shiratori, and S. Noguchi,``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.

4) Goutam Chakraborty, N. Shiratori, and S. Noguchi, ``Classification by Single Hidden layer ANN'', Proceedings of the Australian Conference on Neural Networks, pp.241-244, 1993.