Publication List of Rajeev Kumar

Some of the papers below are available in PDF format. Please be aware that all such papers are copyrighted by the publisher/organization responsible for the corresponding journal/conference. A few papers are listed under more than one category due to interdisciplinary nature of work.

• Edited Volume
• Edited Book Articles
• Programming Languages & Software Engineering : Object Oriented & Trustworthy Computing
• EDA & Embedded Systems : High Level Design Synthesis & Validation
• Multimedia Systems : Transcoding, Communication & QoS
• Multiobjective Optimization : Evolutionary Algorithm, Applications & Analyses
• Computational Intelligence : Learning & Generalization
• Miscellaneous.

Edited Volume

• Ajit Pal, Ajay Kshemkalyani, Rajeev Kumar, and Arobinda Gupta (Eds.). Distributed Computing - Proc. Int. Workshop Distributed Computing (IWDC). Lecture Notes in Computer Science, Volume 3741, December 2005. ISBN 3-540-309-59-4. Springer.

Edited Book Articles

• Rajeev Kumar, PK Singh. Pareto Evolutionary Algorithm Hybridized with Local Search for Biobjective TSP. In Crina Grosan, Ajith Abraham, and Hisao Ishibuchi (Eds.), Hybrid Evolutionary Algorithms, Studies in Computational Intelligence (SCI) series, Chapter 6: 2007. Springer-Verlag.
• Rajeev Kumar. "On Machine Learning with Multiobjective Genetic Optimization". In Carlos A. Coello Coello, and Gary B. Lamont (Eds.), Applications of Multiobjective Evolutionary Algorithms, Chap. 17: 393 - 425, December 2004. ISBN 981-256-106-4. World Scientific.

Programming Languages & Software Engineering

• Rajeev Kumar and Vikram Agrawal. "Multiple dispatch in reflective runtime environment". Computer Languages, Systems & Structures 33 (2) : 60 - 78, July 2007. Elsevier.
• Rajeev Kumar and Soham S. Chakraborty. "Precise static type analysis for object oriented programs". ACM SIGPLAN Notices 42 (2), February 2007. ACM Press.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "A parallel algorithm for dynamic slicing of distributed Java programs in non-DSM systems". Int. J. Information & Communication Technology, 1(1): 38 - 49, 2007. InderScience Pub.
• DP Mohapatra, Rajeev Kumar, R. Mall, DS Kumar, and M. Bhasin."Distributed dynamic slicing of Java programs". Journal Systems & Software 79 (12) : 1661 - 1678, December 2006. Elsevier.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "An overview of slicing techniques for object-oriented programs". Informatica 30 (2) : 253 - 277, 2006. Slovene Informatika.
• Rajeev Kumar, Amit Gupta, BS Pankaj, Mrinmoy Ghosh, and PP Chakrabarti. "Post-compilation optimization for multiple gains with pattern matching". ACM SIGPLAN Notices 40 (12): 14 - 23, December 2005. ACM Press.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "Computing dynamic slices of concurrent object-oriented programs". Information & Software Technology 47 (12): 805-817, September 2005. Elsevier.
• Arnab Roy, SK Panda, Rajeev Kumar, and PP Chakrabarti. "A framework for systematic validation and debugging of pipelined simulators". ACM Trans. Design Automation of Electronic Systems 10 (3): 462 - 491, July 2005. ACM Press.
• Rajeev Kumar, Vikram Agrawal, and Anil Mangolia. "Realization of multimethods in single dispatch object-oriented languages". ACM SIGPLAN Notices 40 (5): 18 - 27, May 2005. ACM Press.
• Rajeev Kumar. "A neural network compiler system for hierarchical organization". ACM SIGPLAN Notices 36 (2): 26-36, February 2001. ACM Press.
• Mayur Naik and Rajeev Kumar. "Efficient message dispatch in object-oriented systems". ACM SIGPLAN Notices 35 (3): 49-58, March 2000. ACM Press.
• Mayur Naik and Rajeev Kumar. "Object oriented symbol management in syntax directed compiler systems". ACM SIGPLAN Notices 34 (6): 58-67, June 1999. ACM Press.

• Avik Paul and Rajeev Kumar. Precise dynamic slicing using execution summary. In Proc. 22nd Annual ACM Symposium on Applied Computing (SAC-07) (Programming Languages Track), Seoul, Korea, pp. 1330 - 1331, March 2007. ACM Press.
• SK Panda, Arnab Roy, PP Chakrabarti, and Rajeev Kumar. Simulation based verification using temporally attributed boolean logic. In Proc. 20th Int. Conf. VLSI Design/ 6th Int. Conf. Embedded System, Bangalore, pp. 57 - 62, January 2007. IEEE CS Press.
• Dipankar Das, Rajeev Kumar, and PP Chakrabarti. "Timing verification of UML activity diagram based code block level models for real-time multiprocessor system-on-chip Applications". In Proc. 13th Asia Pacific Software Engineering Conference (APSEC06), Bangalore, pp. 199 - 206, December 2006. IEEE CS Press.
• Rajeev Kumar, Rahul Chaudhry, Dipankar Das, Vibha Rathi, S.K. Panda, and P.P. Chakrabarti. "SystemC Modeling and Validation of A Pipelined RISC Processor Based System". In Proc. Forum of Specification & Design Languages (FDL-06), Darmstadt, Germany, pp. 189 - 196, September 2006.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "A novel method for computing dynamic slices of object-oriented programs with conditional statements". In Proc. IEEE India Council Conference (Indicon-04), Kharagpur. December 2004. Available online at IEEE Digital Library.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "A novel method for computing dynamic slices of concurrent C++ program". In Proc. 12th Int. Conf. Advanced Computing & Communications (ADCOM-04), Ahmedabad, December 2004.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "A novel approach for dynamic slicing of distributed object-oriented programs". In Proc. 1st Int. Conf. Distributed Computing & Internet Technology (IcDCIT), Bhubaneswar. LNCS 3347: 304 - 309. December 2004. Springer.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "An efficient technique for dynamic slicing of concurrent Java programs". In Proc. Asian Applied Computing Conference (AACC), Kathmandu. LNCS 3285: 255 - 262, October 2004. Springer.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "An edge marking technique for dynamic slicing of object-oriented programs. In Proc. Int. Computer Software & Applications Conf. (CompSAC), Hongkong. Design and Assessment of Trustworthy Software-Based Systems, 60 - 65, September 2004. IEEE CS Press.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "Dynamic slicing of object-oriented programs". In Proc. Eleventh Int. Conf. Advanced Computing & Communications (ADCOM-03), Coimbatore, pp. 1 - 14, Decmeber 2003.
• Rajeev Kumar, N. Vijay Kumar, and IJ Nagrath. "Object oriented toolkit for multiobjective genetic optimization". 3rd Int. Conf. Computational Intelligence & Multimedia Applications (ICCIMA-99), New Delhi, pp. 96-100, September 1999. IEEE CS Press.

• Soham S. Chakraborty and Rajeev Kumar. Prioritizing methods for optimal method inlining. In Web Proc. 13th Int. Conf. High Performance Computing Conference (HiPC), Bangalore, December 2006.
• Anshuman Mishra, Rajeev Kumar, and PP Chakrabarti. " A method-based whole-program watermarking scheme for Java class files". In Web Proc. 12th Int. Conf. High Performance Computing Conference (HiPC), Goa, December 2005. [Best Poster Award]
• DP Mohapatra, R. Mall, and Rajeev Kumar. "A parallel algorithm for dynamic Slicing of distributed Java programs in non-DSM systems". In Proc. 8th Int. Conf. Information Technology (CiT), Bhubaneswar, pp 3 - 6, Decmeber 2005.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "A node marking technique for dynamic slicing of object-oriented programs", In Proc. Int. Workshop Software Development & Architecture (SoDA), Bangalore, pp. 1 - 15, January 2004.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "A novel approach for slicing of object-oriented programs". In Proc. Sixth Int. Conf. Information Technology (CiT 2003), Bhubaneswar, pp. 110 - 115, December 2003.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "An efficient technique for slicing of object-oriented programs". In Proc. Nat. Conf. Object-Oriented Technology (NCOOT), Lonere, pp. 27 - 42, August 2003.
• DP Mohapatra, R. Mall, and Rajeev Kumar. "Dynamic slicing of object-oriented programs". In Proc. Int. Conf. Info. Tech. - Prospects and Challenges (ITPC-03), pages 283 - 290, Kathmandu, 23- 26 May 2003.
• Sachin Goyal and Rajeev Kumar. "A garbage collector for C/C++". Nat. Conf. in Information Technology & Applications: Emerging Trends, Roorkee, pp. 98-103, December 98.

EDA & Embedded Systems

• Sandip Aine, PP Chakrabarti, and Rajeev Kumar. An automated meta-level control framework for optimizing the quality-time trade-off of VLSI algorithms. IEEE Trans. Computer-Aided Design of Integrated Circuits and Systems (TCAD) 2007. IEEE Press.
• Arnab Sarkar, PP Chakrabarti, and Rajeev Kumar. Frame based proportional round-robin. IEEE Trans. Computers (TC) 55 (9) : 1121-1129, September 2006. IEEE CS Press.
• Rajeev Kumar, Amit Gupta, BS Pankaj, Mrinmoy Ghosh, and PP Chakrabarti. "Post-compilation optimization for multiple gains with pattern matching". ACM SIGPLAN Notices 40 (12): 14 - 23, December 2005. ACM Press.
• Arnab Roy, SK Panda, Rajeev Kumar, and PP Chakrabarti. "A framework for systematic validation and debugging of pipelined simulators". ACM Trans. Design Automation of Electronic Systems (TODAES), 10 (3): 462 - 491, July 2005. ACM Press.

• Rajeev Kumar, PK Singh, and Bhargab B Bhattacharya. A local search heuristic for biobjective intersecting geometric graphs. In Proc. Int. Conf. Computing: Theory and Applications (ICCTA) :: Platinum Jubilee of the Indian Statistical Institute, Kolkata, India. March 2007. IEEE CS Press.
• SK Panda, Arnab Roy, PP Chakrabarti, and Rajeev Kumar. Simulation based verification using temporally attributed boolean logic. In Proc. 20th Int. Conf. VLSI Design/ 6th Int. Conf. Embedded System, Bangalore, pp. 57 - 62, January 2007. IEEE CS Press.
• Pravanjan Choudhury, PP Chakrabarti, and Rajeev Kumar. Online dynamic voltage scaling analysis using task graph mapping for multiprocessors. In Proc. 20th Int. Conf. VLSI Design/ 6th Int. Conf. Embedded System, Bangalore, pp. 89 - 94, January 2007. IEEE CS Press.
• Dipankar Das, Rajeev Kumar, and PP Chakrabarti. "Timing verification of UML activity diagram based code block level models for real-time multiprocessor system-on-chip Applications". In Proc. 13th Asia Pacific Software Engineering Conference (APSEC06), Bangalore, pp. 199 - 206, December 2006. IEEE CS Press.
• Sandip Aine, Rajeev Kumar, and PP Chakrabarti. Improving standard cell placement through adaptive parameter control. In Proc. IEEE Int. Conf. Industrial Technology (ICIT 2006), Mumbai, December, 2006.
• Rajeev Kumar, Rahul Chaudhry, Dipankar Das, Vibha Rathi, S.K. Panda, and P.P. Chakrabarti. "SystemC Modeling and Validation of A Pipelined RISC Processor Based System". In Proc. Forum of Specification & Design Languages (FDL-06), Darmstadt, Germany, pp. 189 - 196, September 2006.
• Rajeev Kumar, PK Singh, and Bhargab B Bhattacharya. "Biobjective evolutionary and heuristic algorithms for intersection of geometric graphs". In Proc. Genetic and Evolutionary Computation Conference (GECCO-2006), Seattle, USA, pp. 1689-1696, July 2006. ACM Press.
• Sandip Aine, PP Chakrabarti, and Rajeev Kumar. Improving the performance of CAD optimization algorithms using on-line meta-level control. In Proc. 19th Int. Conf. VLSI Design/ 5th Int. Conf. Embedded System, Hyderabad, pp. 683 - 688, January 2006. IEEE CS Press.
• Arnab Sarkar, PP Chakrabarti, and Rajeev Kumar. Frame based fair multiprocessor scheduler: a fast fair algorithm for real-time embedded systems. In Proc. 19th Int. Conf. VLSI Design/ 5th Int. Conf. Embedded System, Hyderabad, pp. 677 - 682, January 2006. IEEE CS Press.
• Arnab Sarkar, PP Chakrabarti, and Rajeev Kumar. "Boundary fair round-robin: a fast fair scheduler". In Proc. 9th VLSI Design & Test Symposium (VDAT), Bangalore, pp. 81 - 91, August 2005. Elite Publishing.
• Sanjay Chatterjee, PP Chakrabarti, and Rajeev Kumar. "An optimal algorithm for register renaming: a post compilation technique". In Proc. 9th VLSI Design & Test Symposium (VDAT), Bangalore, pp. 102 - 111, August 2005. Elite Publishing.
• Dipankar Das, Rajeev Kumar, and PP Chakrabarti. "Dictionary based code compression for variable length instruction encodings". In Proc. 18th Int. Conf. VLSI Design/ 4th Int. Conf. Embedded System, Kolkata, pp. 545 - 550, January 2005. IEEE CS Press.
• Dipankar Das, Rajeev Kumar, and PP Chakrabarti. "Code compression using unused encoding space for variable length instruction encodings". In Proc. 8th VLSI Design & Test Workshop (VDAT), Mysore, August 2004.

• Dipankar Das, SK Panda, Rajeev Kumar, and PP Chakrabarti. "SystemC modeling of a pipelined RISC processor based system". In Web Proc. Performance Issues in Mobile Devices Workshop, Co-located with 11th Int. Conf. High Performance Computing Conference (HiPC), Bangalore, December 2004.
• BS Pankaj, Amit Gupta, Rajeev Kumar, and PP Chakrabarti. "Optimizing binaries for multiple gain factors using state-based model". In Web Proc. 11th Int. Conf. High Performance Computing Conference (HiPC), Bangalore, December 2004.
• SS Gupta, Dipankar Das, SK Panda, Rajeev Kumar, and PP Chakrabarty. "Code compression for RISC processors with variable length instruction encoding". Int. Conf. High Performance Computing (HiPC), Hyderabad. Web Proceedings, December 2003.

Multimedia Systems: Coding, Transcoding, Communication and QoS

• Vasant Patil and Rajeev Kumar. "A fast inverse motion compensation algorithm for DCT-domain video transcoder". IEEE Trans. Circuits and Systems for Video Technology, 17, 2007. IEEE Press.
• Rajeev Kumar. "A statistical approach to robust video temporal indexing and segmentation". Int. Journal Wavelets, Multiresolution and Information Processing, 2007. World Scientific.
• Vasant Patil, Rajeev Kumar and Jayanta Mukherjee. "A fast arbitrary factor video re-sizing algorithm". IEEE Trans. Circuits and Systems for Video Technology, 16 (9): 1164 - 1171, September 2006. IEEE Press.
• Rajeev Kumar and Vasant Patil. "An efficient motion vector composition scheme for arbitrary frame down-sampling video transcoder." IEEE Trans. Circuits and Systems for Video Technology, 16(9): 1148 - 1152, September 2006. IEEE Press.
• Arnab Sarkar, PP Chakrabarti, and Rajeev Kumar. "Frame based proportional round-robin". IEEE Trans. Computers, 55 (9) : 1121-1129, September 2006. IEEE CS Press.
• Ashok Turuk and Rajeev Kumar. "A flexible contention resolution scheme for QoS provisioning in optical burst switching networks". Computer Communications 29 (12) : 2361–2376, August 2006. Elsevier.
• Ashok Turuk and Rajeev Kumar. "QoS provisioning in WDM ring networks with tunable transceivers". Journal of High Speed Networks 14 (4): 317-339, November 2005. IOS Press.
• Ashok Turuk and Rajeev Kumar. "Delay-on-Demand: A signaling protocol to reduce blocking probability in optical burst switching networks". Photonic Network Communications, 10 (2): 253 - 266, September 2005. Kluwer/Springer.
• Sujoy Ghosh, Rajeev Kumar, Nilanjan Banerjee, and Raja Datta. "Multihop virtual topology design in WDM optical networks for self-similar traffic". Photonic Network Communications, 10 (2): 199 - 214, September 2005. Kluwer/Springer.
• Rajeev Kumar and Vishnu Makkapati. "Encoding of multispectral and hyperspectral image data using wavelet transform and gain shape vector quantization". Image & Vision Computing 23 (8): 721-729, August 2005. Elsevier.
• Raja Datta, Ashok Turuk, Sujoy Ghose, Rajeev Kumar, and IS Gupta. "New schemes for connection establishment in GMPLS environment for WDM networks". Int. Journal Wireless & Optical Communications 2 (1): 83-98, 2004. World Scientific.
• Ashok Turuk and Rajeev Kumar. "A scalable and collision-free MAC protocol for all optical ring networks", Computer Communications 27 (15): 1453 - 63, September 2004. Elsevier.
• Ashok Turuk and Rajeev Kumar. "A token based distributed algorithm to support QoS in a WDM ring network". Optics Communications 240 (1-3): 99 - 121, October 2004. Elsevier.
• Ashok Turuk, Rajeev Kumar and R. Badrinath. "A token based distributed algorithm for medium access in an optical ring network", Optics Communications 231 (1-6): 199 - 212, February 2004. Elsevier.
• Rajeev Kumar and PI Rockett. "Triplet geometric representation: a novel scale, translation and rotation invariant feature representation based on geometric constraints for recognition of 2D object features". Image & Vision Computing 15 (3): 235-249, March 1997. Elsevier.

• Vasant Patil and Rajeev Kumar. An effective motion re-estimation in frame-skipping video transcoding. In Proc. Int. Conf. Computing: Theory and Applications (ICCTA) :: Platinum Jubilee of the Indian Statistical Institute, Kolkata, India. March 2007. IEEE CS Press.
• Vasant Patil, Tummala Kalyani, Atul Bhartia, Rajeev Kumar and Jayanta Mukherjee. "DCT domain transcoding of H.264/AVC video". In Proc.5th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP-06), Madurai, India. LNCS 4338: 696 - 707, December 2006. Springer.
• Vasant Patil, Rajeev Kumar, Jayanta Mukherjee, and SS Prasad. "A fast arbitrary down-sampling algorithm for video transcoding". In Proc. IEEE Int. Conf. Image Processing (ICIP-06), Atlanta, GA, USA. October 2006. IEEE Press.
• Vasant Patil and Rajeev Kumar. "A DCT domain frame skipping video transcoder". In Proc. IEEE Int. Conf. Image Processing (ICIP-05), Genova, Italy. September 2005. IEEE Press.
• Vasant Patil and Rajeev Kumar. "An arbitrary frame-skipping video transcoder". In Proc. IEEE Int. Conf. Multimedia and Expo (ICME-05), Amsterdam, The Netherlands. July 2005. IEEE Press.
• Vasant Patil and Rajeev Kumar. "A generic video transcoder for MPEG streams by arbitrary frame dropping". In Proc. IEEE India Council Conference (Indicon-04), Kharagpur. December 2004. Available online at IEEE Digital Library.
• Ashok Turuk and Rajeev Kumar. "A novel scheme to reduce burst-loss and provide QoS in optical burst switching networks". In Proc. 11th Int. Conf. High Performance Computing (HiPC), Bangalore. LNCS 3296: 309 - 318, December 2004. Springer.
• Ashok Turuk and Rajeev Kumar. "A distributed contention resolution scheme to reduce blocking probability in optical burst-switching networks". In Proc. 6th Int. Workshop Distributed Computing (IWDC), Kolkata. LNCS 3326: 361 - 372, December 2004. Springer.
• Ashok Turuk, Rajeev Kumar, and R. Badrinath. "A token based distributed algorithm for medium access in an optical ring". In Proc. Int. Workshop Distributed Computing (IWDC), Kolkata. LNCS 2918: 340 - 349, December 2003. Springer.
• Rajeev Kumar. "A rate adaptation transcoding to support QoS over internet for multimedia traffic". In Proc. IEEE Region 10 Conference on Convergent Technologies (Tencon 2003), Bangalore, pp. 313 - 318, October 2003. Available online at IEEE Digital Library.
• Rajeev Kumar. "A protocol with transcoding to support QoS over internet for multimedia traffic". In Proc. IEEE Int. Conf. Multimedia and Expo (ICME-03), Baltimore, MD. I.465 - I.468, July 2003. IEEE Press.
• Rajeev Kumar and V. Devatha, "Statistical approach to robust video temporal segmentation". In Proc. 3rd Indian Conference Computer Vision, Graphics & Image Processing (Icvgip-02), pages 91 - 96, 16 - 18 December 2002.
• V. Makkapati and Rajeev Kumar, "Improved encoding of wavelet coefficients extracted from multispectral and hyperspectral image data". In Proc. 3rd Indian Conference Computer Vision, Graphics & Image Processing (Icvgip-02), pages 191 - 196, 16 - 18 December 2002.
• Rajeev Kumar, PP Parida, and M. Gupta, "Topological design of communication networks using multi-objective genetic optimization". In Proc. Congress Evolutionary Computation (CEC-2002), pages 425 - 430, May 2002. IEEE Press.
• Rajeev Kumar. "Propagating errors into feature representation for robustness of local invariants". Indian Conf. Computer Vision, Graphics & Image Processing (Icvgip-98), New Delhi, pp.159-165, December 98.

• Vasant Patil and Rajeev Kumar. "Transcoding for QoS aware distributed multimedia applications". In Proc. Conf. Distributed Processing & Networking, Kharagpur, pp. 38 - 43, June 2004.
• Ashok Turuk and Rajeev Kumar. "A novel approach to contention resolution in optical burst-switch networks". In Proc. Conf. Distributed Processing & Networking, Kharagpur, pp. 106 - 110, June 2004.
• Rajeev Kumar, JS Rao, S. Chattopadhyay, and GK Rao. "A protocol to support QoS for multimedia traffic over Internet with transcoding", HiPC Trusted Internet Workshop, Co-located with Int. Conf. High Performance Computing (HiPC), Bangalore,18 December 2002.
• Ashok Turuk, R. Badrinath, and Rajeev Kumar, "A collision-free MAC protocol for all-optical ring networks", HiPC Trusted Internet Workshop, Co-located with Int. Conf. High Performance Computing (HiPC), Bangalore,18 December 2002.
• Rajeev Kumar, Mayank Gupta, and Bhanu Prakash, A hybrid learning algorithm for vector quantisation design, IEEE Regional Int. Conf. Control, Communication & Signal Processing (CCSP), Bangalore, 25-28 July 2000.
• MC Agarwal and Rajeev Kumar, Edge detection using statistical self-similarity approach to the fractal brownian motion model, IEEE Regional Int. Conf. Control,Communication & Signal Processing (CCSP), Bangalore, 25-28 July 2000.
• KL Arvind, MC Agarwal, Rajeev Kumar, and I.J. Nagrath. "A weighted scheme to extract and map textures from multi-resolution images". CSI Conf. Information Technology, New Delhi, September 1998.

Multiobjective Optimization : Evolutionary Algorithms, Applications and Analyses

Edited Book Articles

• Rajeev Kumar, PK Singh. Pareto Evolutionary Algorithm Hybridized with Local Search for Biobjective TSP. In Crina Grosan, Ajith Abraham, and Hisao Ishibuchi (Eds.), Hybrid Evolutionary Algorithms, Studies in Computational Intelligence (SCI) series, Chapter 6: 2007. Springer-Verlag.
• Rajeev Kumar. "On Machine Learning with Multiobjective Genetic Optimization". In Carlos A. Coello Coello, and Gary B. Lamont (Eds.), Applications of Multiobjective Evolutionary Algorithms, Chap. 17: 393 - 425, December 2004. ISBN 981-256-106-4. World Scientific.

• Rajeev Kumar and Nilanjan Banerjee. "Analysis of a multiobjective evolutionary algorithm on the 0-1 knapsack problem". Theoretical Computer Science 358 (1), 104 - 120, July 2006. Elsevier.
• Sujoy Ghosh, Rajeev Kumar, Nilanjan Banerjee, and Raja Datta. "Multihop virtual topology design in WDM optical networks for self-similar traffic". Photonic Network Communications, 10 (2): 199 - 214, September 2005. Kluwer/Springer.
• Rajeev Kumar and PI Rockett. "Improved sampling of the Pareto front in multiobjective genetic optimisations by steady state evolution: a Pareto Converging Genetic Algorithm". Evolutionary Computation 10 (3): 283 - 314, July 2002. MIT Press.
• Rajeev Kumar and PI Rockett. "Multiobjective genetic algorithm partitioning for hierarchical learning of high dimensional pattern spaces: a learning follows decomposition strategy". IEEE Trans. Neural Networks, Spl Issue Hybrid Intelligent Models 9 (5): 822-830, September 1998. IEEE Press.

• Nilanjan Banerjee and Rajeev Kumar. "Multiobjective network design for realistic traffic models". In Proc. Genetic and Evolutionary Computation Conference (GECCO-2007), London, July 2007. ACM Press.
• Rajeev Kumar and PK Singh. "On quality performance of heuristic and evolutionary algorithms for biobjective minimum spanning trees". In Proc. Genetic and Evolutionary Computation Conference (GECCO-2007), London, July 2007. ACM Press.
• Rajeev Kumar and PK Singh. "Evolutionary local search for biobjective intersecting spanning trees from geometric graphs". In LBP Proc. Fourth Int. Conf. Evolutionary Multi-Criterion Optimization (EMO), Matsushima/Sendai, Japan, March 2007.
• Rajeev Kumar, PK Singh, and Bhargab B Bhattacharya. "Biobjective evolutionary and heuristic algorithms for intersection of geometric graphs". In Proc. Genetic and Evolutionary Computation Conference (GECCO-2006), Seattle, USA, pp. 1689-1696, July 2006. ACM Press.
• Rajeev Kumar, PK Singh, AP Singhal, and Atul Bhartia. "Evolutionary and heuristic algorithms for multiobjective 0-1 knapsack problem". In Proc. 10th Online World Conf. Soft Computing in Industrial Applications (WSC10), September/October 2005. In A. Tiwari, J. Knowles, E. Avineri, K. Dahal, and R. Roy (Eds.), Applications of Soft Computing: Recent Trends, May 2006. ISBN 3-540-291-23-7. Springer.
• Sandip Aine, Rajeev Kumar, and PP Chakrabarti. "Adaptive parameter control of evolutionary algorithms under time constraints". In Proc. 10th Online World Conf. Soft Computing in Industrial Applications (WSC10), September/October 2005. In A. Tiwari, J. Knowles, E. Avineri, K. Dahal, and R. Roy (Eds.), Applications of Soft Computing: Recent Trends, May 2006. ISBN 3-540-291-23-7. Springer.
• Rajeev Kumar and Nilanjan Banerjee. "Running time analysis of a multiobjective evolutionary algorithm on simple and hard problems". In Proc. Foundations of Genetic Algorithms (FoGA) Workshop, AizuWakamatsu, Japan, January 2005. LNCS 3469: 112 - 131, March 2005. Springer.
• Rajeev Kumar, PK Singh and PP Chakrabarti. "Multiobjective EA approach for improved quality of solutions for spanning tree problem". In Proc. 3rd Int. Conf. Evolutionary Multi-Criterion Optimization (EMO-05), Guanajuato, Mexico. LNCS 3410: 811- 825, March 2005. Springer.
• Rajeev Kumar, PK Singh, and PP Chakrabarti. "Improved quality of solutions for multiobjective spanning tree problem using evolutionary algorithm". In Proc. 11th Int. Conf. High Performance Computing (HiPC), Bangalore. LNCS 3296: 494 - 503, December 2004. Springer.
• Rajeev Kumar, PK Singh, and PP Chakrabarti. "Distributed evolutionary algorithm search for multiobjective spanning tree problem". In Proc. 6th Int. Workshop Distributed Computing (IWDC), Kolkata. LNCS 3326: 538, December 2004. Springer.
• Rajeev Kumar, PK Singh, and PP Chakrabarti. "Multiobjective genetic search for spanning tree problem". In Proc. 11th Int. Conf. Neural Information Processing (Iconip), Kolkata. LNCS 3316: 218 - 223, November 2004. Springer.
• Nilanjan Banerjee and Rajeev Kumar. "Expected running time analysis of a multiobjective evolutionary algorithm on pseudo-boolean function". In Proc. 11th Int. Conf. Neural Information Processing (Iconip), Kolkata. LNCS 3316: 193 - 198, November 2004. Springer.
• Rajeev Kumar and PI Rockett. "Effective evolutionary multimodal optimization by multiobjective reformulation without explicit niching/sharing". In Proc. Asian Applied Computing Conference (AACC), Kathmandu. LNCS 3285: 1 - 8, October 2004. Springer.
• Rajeev Kumar. "Multicriteria network design using distributed evolutionary algorithm". In Proc. Int. Conf. High Performance Computing (HiPC), Hyderabad. LNCS 2913: 343 - 352, December 2003. Springer.
• Rajeev Kumar and Nilanjan Banerjee. "Multicriteria network design using evolutionary algorithm". In Proc. Genetic and Evolutionary Computing Conference (GECCO-03), Chicago, IL. LNCS 2723: 2179 - 2190, July 2003. Springer.
• Rajeev Kumar and PI Rockett. "Evolutionary multimodal optimization revisited". In Proc. Genetic and Evolutionary Computing Conference (GECCO-03), Chicago, IL. LNCS 2723: 1592 - 1593, July 2003. Springer.
• Rajeev Kumar, PP Parida, and M. Gupta. "Topological design of communication networks using multi-objective genetic optimization". In Proc. Congress Evolutionary Computation (CEC-2002), pages 425 - 430, May 2002. IEEE Press.
• Rajeev Kumar. "Codebook design for vector quantisation using multiobjective genetic algorithms". PPSN/SAB Workshop Multiobjective Problem Solving from Nature (MPSN), College de France, Paris, 16 September 2000.
• Rajeev Kumar, S. Prasanth, and MS Sudarshan. "Topological design of mesh communication networks using multiobjective genetic optimisation". PPSN/SAB Workshop Multiobjective Problem Solving from Nature (MPSN), College de France, Paris, 16 September 2000.
• Rajeev Kumar, VP Krishnan, and SK Santhanakrishnan. "Design of an optimal communication network using multiobjective genetic optimisation". IEEE Int. Conf. Industrial Technology (ICIT-2000), 19-22 January 2000, Goa, pp. 515-520. IEEE Catalog Number 00TH 8482.
• Rajeev Kumar, N. Vijay Kumar, and IJ Nagrath. "Object oriented toolkit for multiobjective genetic optimization". 3rd Int. Conf. Computational Intelligence & Multimedia Applications (ICCIMA-99), New Delhi, pp. 96-100, September 1999. IEEE CS Press.
• Rajeev Kumar and PI Rockett. "Assessing the convergence of rank-based multiobjective genetic algorithms". IEE/ IEEE 2ndInt. Conf. Genetic Algorithms in Engineering Systems: Innovations & Applications (GALESIA-97), Glasgow UK, pp. 19-23, 2-4 September 1997. IEE Conference Publication No. 446.
• Rajeev Kumar and PI Rockett. "Multiobjective genetic algorithm partitioning for hierarchical learning of high dimensional spaces". IEE Colloquium Pattern Recognition, London UK, pp. 6/1-6/6, 26 February 1997. IEE Publication Ref. No. 1997/018.

• PK Singh, Rajeev Kumar, and PP Chakrabarti. "Solving hard real-world problems using multiobjective evolutionary algorithm". Int. Conf. Challenges & Opportunities in IT Industry, Ludhiana, Nov. 2005.
• Rajeev Kumar. "Natural sampling of the Pareto-front in multiobjective genetic optimisation". 3rd Int. Conf. Cognitive Systems (ICCS-97), New Delhi, 13-15 December 1997.

Computational Intelligence

Edited Book Articles

• Rajeev Kumar. "On Machine Learning with Multiobjective Genetic Optimization". In Carlos A. Coello Coello, and Gary B. Lamont (Eds.), Applications of Multiobjective Evolutionary Algorithms, Chap. 17: 393 - 425, December 2004. ISBN 981-256-106-4. World Scientific.

• Rajeev Kumar. "A neural network compiler system for hierarchical organization". ACM SIGPLAN Notices 36 (2): 26-36, February 2001. ACM Press.
• Rajeev Kumar. "ANCHOR - A connectionist architecture for partitioning feature spaces and hierarchical nesting of neural nets". Int. Journal Artificial Intelligence Tools 9 (3): 397-416, September 2000. World Scientific.
• Rajeev Kumar and PI Rockett. "Multiobjective genetic algorithm partitioning for hierarchical learning of high dimensional pattern spaces: a learning follows decomposition strategy". IEEE Trans. Neural Networks, Spl Issue Hybrid Intelligent Models 9 (5): 822-830, September 1998. IEEE Press.
• Rajeev Kumar and PI Rockett. "Decomposition of high dimensional pattern spaces for hierarchical classification". Kybernetika 34 (4): 435-442, September 1998. Academy Sciences, Czech Republic.

• Sandip Aine, PP Chakrabarti, and Rajeev Kumar. AWA* - A window constrained anytime heuristic search algorithm. In Proc. 12th Int. Jt. Conf. Artificial Intelligence (IJCAI-07), Hyderabad, pp. 2250 - 2255, January 2007. IJCAI, Inc.
• Sandip Aine, Rajeev Kumar, and PP Chakrabarti. " An adaptive framework for solving mulitple hard problems under time constraints.". In Proc. Int. Conf. Computational Intelligence and Security (CIS-05), Xi'an, China. LNCS 3801 : 57 - 64, December 2005. Springer.
• Sandip Aine, Rajeev Kumar, and PP Chakrabarti. "Adaptive control of anytime algorithm parameters". In Proc. 2nd Indian Int. Conf. Artificial Intelligence (IICAI-05), Pune, pp. 72 - 87, December 2005.
• Rajeev Kumar and PI Rockett, "A bootstrapped modular learning approach for scaling and generalization of grey-level corner detection". In Proc. Advances in Soft Computing, LNCS (Subseries LNAI), 2275: 395 - 400, February 2002. Springer.
• Rajeev Kumar, A grey-level image corner detector using a modular neural network, In 2nd Indian Conference Computer Vision, Graphics & Image Processing (Icvgip-00), Bangalore, 20-22 December 2000.
• Rajeev Kumar. "On generalization of machine learning with neural-evolutionary computations". 3rd Int. Conf. Computational Intelligence & Multimedia Applications (ICCIMA-99), New Delhi, pp. 112-116, September 1999. IEEE CS Press.
• Rajeev Kumar, WC Chen, and PI Rockett. "Bayesian labelling of image corner features using a grey-level corner model with a bootstrapped modular neural network". IEE 5th Int. Conf. Artificial Neural Networks (ANN-97), Cambridge UK, pp. 82-87, 7-9 July 1997. IEE Conference Publication No. 440.
• Rajeev Kumar and PI Rockett. "Decomposition of high dimensional pattern spaces for hierarchical classification". IAPR Workshop Statistical Techniques in Pattern Recognition (STIPR-97), Institute of Information Theory & Automation, Academy of Sciences of Czech Republic. Prague Czech Republic, pp. 97-102, 9-11 June 1997.
• Rajeev Kumar and PI Rockett. "ANCHOR - A connectionist architecture for hierarchical nesting of multiple heterogeneous neural nets". AAAI Workshop Integrating Multiple Learned Models (IMLM 96), Portland Oregon USA, pp. 59-65, 4-5 August 1996. Menlo Park, Calif.: AAAI Press.

• Rajeev Kumar. "Scaling and generalisation in data-Mining by meta-learning of data-partitions". In Proc. Int. Conf. Info. Tech. - Prospects and Challenges (ITPC-03), vol. 2: 27 - 34, Kathmandu, 23- 26 May 2003.
• Rajeev Kumar, Mayank Gupta, and Bhanu Prakash, A hybrid learning algorithm for vector quantisation design, IEEE Regional Int. Conf. Control, Communication & Signal Processing (CCSP), Bangalore, 25-28 July 2000.
• Rajeev Kumar. "Image corner detection using a modular neural network". IETE Regional Conf. Digital Signal Processing & Computer Vision, Allahabad, 12-14 March 1999.
• Rajeev Kumar. "A connectionist architecture for scaling neural computation". Int. Symp. Intelligent Robotic Systems (ISIRS-98), Bangalore, pp. 215-218, 10-12 January 1998.
• Rajeev Kumar. "Superneuron: A generalisation of neuron for partitioning and nesting in modular neural systems". 6th IEEE Regional Symp. Intelligent Systems, Bangalore, pp. 150-154, 20-21 November 1997.

Miscellaneous

• N. Chakraborty, Rajeev Kumar, and Dilip Jain. "A study of continuous casting mold using a Pareto converging genetic algorithm". Applied Mathematical Modelling 25 (1): 287-297, January 2001. Elsevier.

• M. Prashant, R. Siddharth, and Rajeev Kumar. "Formulation of an encryption algorithm on the basis of molecular genetics and image patterns". In Proc. 3rd Int. Conf. Computational Intelligence & Multimedia Applications (ICCIMA-99), New Delhi, pp. 76-80, September 1999. IEEE CS Press.
• MC Agarwal, KL Arvind, Rajeev Kumar, and IJ Nagrath. "Vibratory tactile display - a fractal brownian approach". In Proc. 3rd Int. Conf. Computational Intelligence & Multimedia Applications (ICCIMA-99), New Delhi, pp. 442-446, September 1999. IEEE CS Press.
• A. Mukherjee, S. Nayak, and Rajeev Kumar. "A natural language processor for information retrieval from object attributes". In Proc. 30th IETE Mid-Term Symposium Data Warehousing and Data Mining Applications, Pilani, 3-4 April 1999.
• M. Prashant, R. Siddharth, and Rajeev Kumar. "Cryptography with molecular genetics and image patterns". In Proc. IETE Regional Conf. Digital Signal Processing & Computer Vision, Allahabad, 12-14 March 1999.
• MC Agarwal, KL Arvind, Rajeev Kumar, and IJ Nagrath. "Dimension estimation of image based textures for a vibratory tactile display using a fractal brownian model". In Proc. Int. Conf. Knowledge Based Computer Systems (KBCS-98), Mumbai, pp.333-344, December 1998.