Publications and Talks

• "Learning with Generalized-Mean Neuron Model,"R.N. Yadav, Nimit Kumar, P.K. Kalra, J. John, Neurocomputing, Elsevier Press (In Press).

• "Support-Vector-Based Fuzzy Neural Network for Pattern Classification,"Chin-Teng Lin, Chang-Mao Yeh, Sheng-Fu Liang, Jen-Feng Chung, Nimit Kumar, IEEE Transactions on Fuzzy Systems, Vol. 14, No. 1, pp. 31-41, February 2006.[pdf]

• "Visual-Motor Coordination using a Quantum Clustering based Neural Control Scheme," Nimit Kumar and L. Behera, Neural Processing Letters, Vol. 20, No. 1, pp. 11-22, August 2004.[pdf]

• "Semi-Supervised Clustering with Metric Learning using Relative Comparisons," Nimit Kumar, Krishna Kummamuru and Deepa Paranjpe, accepted for at the IEEE International Conference on Data Mining (ICDM), New Orleans, USA, 2005.[pdf]

• "Multi-Layer Neural Networks Using Generalized-Mean Neuron Model," R.N. Yadav, Nimit Kumar, Prem K. Kalra, Joseph John, accepted for presentation and publication at the International Symposium on Communications and Information Technologies (ISCIT), Sapporo, Japan, 2004.

• "Handwritten Devanagari Script Segmentation using Support Vector Machines," Gaurav Agrawal, Kshitij Kumar, Amitabha Mukerjee, Nimit Kumar, accepted for presentation and publication at the 2004 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, 2004.[pdf]

• "A Quantum Clustering based Neural Control Scheme for Visual-Motor Coordination," Nimit Kumar and L. Behera, proceedings of the 5th International Conference on Advances in Pattern Recognition (ICAPR), 2003, Kolkata, INDIA.[pdf]

• "A Novel Neural-Network-Based Image Resolution Enhancement," Her-Chang Pu, Chin-Teng Lin, Sheng-Fu Liang, Nimit Kumar, proceedings of the 2003 IEEE International Conference on Fuzzy Systems, St. Louis, MO, USA.[pdf]

• "A Novel Approach for Person Authentication and Content-based Tracking in Videos using Kernel Methods and Active Appearance Models," Nimit Kumar, Vibhanshu Abhishek and Gagan Gautam, proceedings of the 2003 IEEE International Conference on Systems, Man and Cybernetics, Washington, D.C., USA.[pdf]

• "On Single Neuron Models and Capacity of the Single Neuron," Nimit Kumar, R.N. Yadav and P.K. Kalra, poster presentation at the International Symposium on Building the Brain, 2003, National Brain Research Centre, Gurgaon, INDIA.

• "On Neuro-Fuzzy Ststems and their uses in Intelligent Control," talk in the Symposium on Artificial Neural Networks at Bhabha Atomic Research Centre (BARC), Mumbai.

• "Statistical Learning Theory," talk in the Short-Term Course on Computational Neuroscience held jointly with National Brain Research Centre at IIT Kanpur.

• "On the use of Adaptive Kernels in Kernel-based Learning Theory," talk in the IEEE Student Lecture Series organized by the IEEE Student Branch, IIT Kanpur.

• "Undergraduate Research at IIT Kanpur: Where do we stand?," talk in the IEEE Student Lecture Series organized by the IEEE Student Branch, IIT Kanpur.[PPT]

For accepted manuscripts, please contact me by E-mail. 

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