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Publications: List (click on the link)
(A few sample publications with related links are follows -->) (B) Book Chapters
1. N.S. Chaudhari, X.-M. Yuan, “Demand forecasting of short life span products: Issues, challenges, and use of soft computing techniques,” (Accepted for publication in:) Handbook of Computational Intelligence in Manufacturing and Production Management, (Ed., D. Laha, and P. Mandal), Idea Book Publishing, Harshey, PA, USA (accepted with minor revision; Jan 2007). 2. S. Gupta, N.S. Chaudhari, ''Information Technology (IT) Offshore Outsourcing: A Perspective of Advanced Countries,'' In, Outosourcing & Offshoring in the 21st Century: A Socio-economic Perspective, (Ed. H. Kehal, V.P. Singh), Idea Book Publishing, Harshey, PA, USA (ISBN 159140876-8), (2006), pp. 122-139. 3. X. Wang, N.S. Chaudhari, ''Neural Network based Grammatical Learning and its Application for Structure Identification,'' (Book Chapter in the book:) Neural Networks: Applications in Web Technology and Web Engineering, (Ed. Dianhui Wang and Lee Nung Kion), (Ed. Dianhui Wang and Nung Kion Lee) Borneo Publishing, Sarawak, Malaysia (ISBN: 983-42559-0-x), pp. 15-31, (First Edition, July 2005). 4. X. Yi, N.S. Chaudhari, ''Rule Extraction Frameworks for Data Mining using Neural Networks,'' (Book Chapter in the book:) Neural Networks: Applications in Web Technology and Web Engineering, (Ed. Dianhui Wang and Lee Nung Kion), (Ed. Dianhui Wang and Nung Kion Lee) Borneo Publishing, Sarawak, Malaysia (ISBN: 983-42559-0-x), pp. 48-63, (First Edition, July 2005). 5. N.S. Chaudhari, A. Tiwari, ''Extension of Binary Neural Networks for Multiclass output and Finite Automata,'' (Book Chapter in the book:) Neural Information Processing: Research and Development, (Ed. Jagath C. Rajapakse, Lipo Wang), Springer Verlag, Berlin, Series: Studies in Fuzziness and Soft Computing, Vol. 152, pp. 211-237, (2004).
C) SOME JOURNAL PAPERS (recent : 2006-2002)
1. J. Chen, N.S. Chaudhari, ''Cascaded Bidirectional Recurrent Neural Networks for Protein Secondary Structures,'' To appear in: IEEE/ACM Transactions on Computational Biology and Bioinformatics, (accepted, Nov. 2006). 2. D. Wang, N.S. Chaudhari, ''A Fast modified constructive-covering algorithm for multi-layer Binary Neural Networks,'' Neurocomputing, Vol 70, Nos. 1-3, pp. 445-461 (Dec. 2006). 3. S. Jain, N.S. Chaudhari, “Learning DFA from characteristic sample using prefix tree automaton,” Computer Science and Informatics: Journal of Computer Society of India, Vol. 36, No. 3, pp. 50-59 (July-Sept. 2006). 4. A. Tiwari, and N.S. Chaudhari, “Design of output codes for Fast Covering Learning using basic Decomposition Techniques,” Journal of Computer Science, (Science Publications, NY, USA), Vol. 2, No. 7, pp. 565-571 (July 2006). 5. M.U. Kharat, and N.S. Chaudhari, “Efficient Caching Proxy Server parameters: An Integrated Approach,” Information Technology Journal, Vol. 5, No. 2, pp. 300-304 (June 2006). 6. J.C. Patra, E.L.Ang, N.S. Chaudhari, A.Das, ''Neural Network based Smart Sensor framework Operating in a Harsh Environment,'' EURASIP Journal on Applied Signal Processing, 2005 (EURASIP JASP), Vol. 4, pp. 558-574 (2005). 7. A. Pathak, and N.S. Chaudhari, “Medium is the Message: Web-based Lecture Presentations in Distance Education”, Asian Journal of Distance Education, Vol. 3, No. 1 (2005). 8. U.K. Singh, A.K. Ramani, N.S. Chaudhari, V. Gupta, ''Increasing Effectiveness of IDS to improve security in intranet,'' American Journal of Applied Sciences, pp. 1032-1035, (2005). 9. J.C. Patra, E.L.Ang, A.Das, N.S. Chaudhari, “Auto calibration/compensation nonlinear influence of environmental parameters of sensors using neural networks,” The Instrumentation, Systems, and Automation Society - ISA Transactions (USA), Vol. 44, pp. 165-176, (2005). 10. D. Wang, N.S. Chaudhari, ''An Approach for Construction of Boolean Neural Networks based on Geometrical Expansion,'' Neurocomputing, vol. 57, no. 4, pp. 455-461, (2004). 11. U.K. Singh, N.S. Chaudhari, A.K. Ramani, S.S. Chandel, ''The Information Threats and Security Characteristic in Information Systems,'' Vikram Mathematical Journal: Journal of Vikram University, Ujjain (India), , pp. 70-81, (2004) 12. S. Ferdinand, N.S. Chaudhari, S. See, U. Singh, ''Performance of JPEG Compression Standard on SPARC Architecture,'' Varahamihir Journal of Mathematical Sciences, 2004. 13. D. Wang, N.S. Chaudhari, ''Binary Neural Network Training Algorithms based on Linear Sequential Learning,'' International Journal of Neural Systems, vol. 13, no. 5, pp. 333-351, (Sept. 2003). 14. N.S. Chaudhari, T.J. Tan, U. Singh, ''Modeling using Neural Nets based on Expand-and-Truncate Learning (ETL),'' Varahamihir Journal of Mathematical Sciences, vol. 3 (2003). 15. R. Wankar, E. Rainald, N.S. Chaudhari, ''Design and Implementation of parallel algorithm for solving a special linear system using MPI and ShMEM,'' IETE Journal of Research, vol. 48, no. 1, pp. 15 – 22, (2002).
(Note: the following older papers are included here as their copies are available on the web : -- by clicking on the title to access full paper.)
16. N.S. Chaudhari, N.L. Sarda, D.B. Phatak, "An Invariant for a subspace of the Finite Dimensional Vector Space and Automorphism Partition of a real Symmetric Matrix", Indian Journal of Pure and Applied Mathematics, Vol. 19, No. 3, pp. 217-249 (1988). 17. N.S. Chaudhari, N.L. Sarda, D.B. Phatak, "A Note on the property of an adjoint of the Adjacency Matrix of Strongly Regular Graphs", Indian Journal of Pure and Applied Mathematics, Vol. 17, No. 7, pp. 871-874 (1985).
D) SOMR PAPERS IN ACADEMIC CONFERENCES (recent: 2006-2004)
1. N.S. Chaudhari, Y. S. Ong, and V. Trivedi, “Computational Capabilities of Soft-Computing Frameworks: An Overview,” Ninth International Conference on Control, Automation, Robotics and Vision (ICARCV 2006), Singapore, Proceedings pp. 1341-1346, (06-08 Dec. 2006). 2. N.S. Chaudhari, N. Dagdee, and J. M. Er, ''Hard-limiter neuron based Turing Machine simulation with constant time read/write operation,'' International Joint Conference on Neural Networks (IJCNN 2006), Vancouver, Canada, Proceedings pp. 2372-2376 (16-22 July, 2006). 3. A. Singh, N.S. Chaudhari, G. M. Goh, ‘‘Hierarchical reinforcement learning model for military simulations,'' International Joint Conference on Neural Networks (IJCNN 2006), Vancouver, Canada, Proceedings pp. 4879-4883 (16-22 July, 2006). 4. X. Wang, N.S. Chaudhari, ''Alignment based similarity measure for grammar learning,'' 2006 IEEE International Conference on Fuzzy Systems (Fuzz-IEEE 2006), Vancouver, Canada, Proceedings pp. 9034-9041 (16-22 July, 2006). 5. P. Chaudhari, and N.S. Chaudhari, “Hybrid approach for handwritten numeral character recognition,” In, Proceedings, International Conference on Cognition and Recognition (ICCR 2005), Mysore, India, (Website : http://www.cogrec.org), pp. 532-537, (Full paper available online on website: http://www.studentprogress.com/appln/colleges/cogrec/Papers/F_16.pdf), (22-23 Dec. 2005). 6. N.S. Chaudhari, A. Tiwari, ''An Approach for the construction of Binary Neural Networks for Multiclass Problems ,'' Third International Conference on Computational Intelligence, Robotics, and Autonomous Systems (CIRAS 2005), NUS, Singapore (ISBN 981-05-4674-2) (13 Dec-16 Dec, 2005). 7. N.S. Chaudhari, Y.Xu, ''Hybrid Rule Extraction Framework using Self-Organizing Maps (SOM) and Rough Sets ,'' Third International Conference on Computational Intelligence, Robotics, and Autonomous Systems (CIRAS 2005), NUS, Singapore (ISBN 981-05-4674-2) (13 Dec-16 Dec, 2005). 8. C.B. Han, N.S. Chaudhari, J.C. Patra , ''Design of a Virtual Shopping Mall: Observations & Analysis,'' International Conference on Cyberworlds (Cyberworlds 2005), NTU, Singapore, (Ed. by: A. Sourin), Published by IEEE, USA (ISBN 0-7695-2378-1) Proceedings pp. 345-348 (13 Dec-16 Dec, 2005). 9. J. Chen, N.S. Chaudhari, ''Protein Secondary Structure Prediction with bidirectional LSTM networks,'' Post-Conference Workshop on Computational Intelligence Approaches for the Analysis of Bio-data (CI-BIO) International Joint Conference on Neural Networks (IJCNN 2005), Montreal, Canada, (05th August, 2005). 10. D. Wang, N.S. Chaudhari, J. Patra, ''Fast Constructive-Covering Approach for Neural Networks ,'' International Joint Conference on Neural Networks (IJCNN 2005), Montreal, Canada, pp. 2167-2172 (31July-04th August, 2005). 11. J. Chen, N.S. Chaudhari, ''Protein Secondary Structure Prediction with a Hybrid RNN/HMM System,'' International Joint Conference on Neural Networks (IJCNN 2005), Montreal, Canada, pp. 538-541 (31July-04th August, 2005). 12. R.A. Henru, N.S. Chaudhari, E.C.Prakash, ''Emergent Behavior, Cellular Automata, and Our Game,'' Cybergames: International Workshop on Games Research and Development, Singapore; In, Proceedings vol ISBN: 981-244-959-0, pp. 11-19, (March 2005). 13. C.B. Han, N.S. Chaudhari, J.C. Patra, ''Virtual Shopping Mall - Reflections and Experiences in Design and Implementation,'' Cybergames: International Workshop on Games Research and Development, Singapore; In, Proceedings vol ISBN: 981-244-959-0, pp. 44-51, (March 2005). 14. D. Wang, N.S. Chaudhari, ''A Fast Constructive-Covering Algorithm for Neural Network Construction,'' International Symposium on Computational Intelligence and Industrial Applications (ISCIIA2004) Haikou, China, (20-24, Dec 2004). 15 J. Abraham, N.S. Chaudhari, E.C.Prakash, ''XML Query Algebra Operators and Strategies for their implementation,'' IEEE TENCON 2004 (international technical conference sponsored by IEEE Region 10), Lotus Hotel, Pang Suan Kaew, Chiang Mai, Thailand (28-30 Nov 2004). 16. C.H. Yee, E.C.Prakash, N.S. Chaudhari, ''Game AI: Artificial Intelligence for 3D path finding,'' IEEE TENCON 2004 (international technical conference sponsored by IEEE Region 10), Lotus Hotel, Pang Suan Kaew, Chiang Mai, Thailand (28-30 Nov 2004). 17. X. Yi, N.S. Chaudhari, ''Rule Extraction Framework Using Rough Sets and Neural Networks,'' 11th International Conference on Neural Information Processing (ICONIP 2004), Asia Pacific Neural Network Association (Japan) (22-25 Nov. 2004). Also in, Lecture Notes in Computer Science, Vol. 3316, pp. 1002-1007, Springer Verlag, Berlin (ISBN: 3-540-23931-6), 2004. 18. X. Wang, N.S. Chaudhari, ''Recurrent Neural Networks for learning mixed k-th order Markov Chains,'' 11th International Conference on Neural Information Processing (ICONIP 2004) Asia Pacific Neural Network Association (Japan) (22-25 Nov. 2004). Also in, Lecture Notes in Computer Science, Vol. 3316, pp. 477-482, Springer Verlag, Berlin (ISBN: 3-540-23931-6), 2004.
SOME TECHNICAL REPORTS 1. (with Rajeev Wankar, Elfriede Fehr): A Fast Parallel Algorithm for Special Linear Systems of Equations using Processor Arrays with Reconfigurable Bus Systems Freie Universitat, Berlin (Rep. No. B-99-02). 2. (with Rajeev Wankar, Elfriede Fehr): An Efficient Parallel Algorithm for the All Pairs Shortest Path Problem using Processor Arrays with Reconfigurable Bus Systems. Freie Universitat, Berlin (Rep. No. B-99-13). 3. (with Rajeev Wankar, Rainald Ehrig, Elfriede Fehr): Implementation of A Parallel Algorithm for the Symmetric Positive Definite Systems of Equations on the CRAY-T3E. Freie Universitat, Berlin (Rep. No. B-99-17). 4. (with Rajeev Wankar, Elfriede Fehr): A constant time parallel algorithm for triangularization. Freie Universitat, Berlin (Rep. No. B-00-05). (01 March, 2000).
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