Signal & Digital Image Processing/Smart Grid

Projects:

  • Multi-modal Image Processing
  • Intelligent Home Energy Management.
  • Registration Techniques for Remote-Sensing Images

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Publications

2013

Y. Ozturk, S. Senthilkumar, S. Kumar, and G. Lee, An Intelligent Home Energy Management System to Improve Demand Response, IEEE Trans. Smart Grids, to appear.

S. I. Toure, D. A. Stow, J. R. Weeks, and S. Kumar, Histogram Curve Matching Approaches for Object-based Image Classification of Land Cover and Land Use, Photogrammetric Engineering & Remote Sensing Journal, May 2013.
2011

S. Senthil, S. Kumar, Y. Ozturk and G. Lee, Scheduling Energy Usage in a Residential Energy Management System using the Branch and Bound Technique, CATA 2011, March 23-25, 2011, New Orleans, Louisiana. (Received Best Paper Award)

S. Senthil, S. Kumar, Y. Ozturk and G. Lee, Optimal Time-of-Use Pricing for Residential Load Control, 2011 IEEE SmartGridComm, accepted.

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2010

S. Senthil, S. Kumar, Y. Ozturk and G. Lee, An ANFIS Based Sensor Network for a Residential Energy Management System, ISCA Int. Conf. Sensor Networks and Applications (SNA 2010), Las Vegas, 2010.

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G. Ko, S. Alla, S. Kumar and R. Garg, Classification of HIV-1 Protease Crystal Structures Using Random Forest, Linear Discriminant Analysis and Logistic Regression, IEEE Symp. Computational Intelligence in Bioinformatics and Computational Biology, May 2-5, 2010, Montreal, Canada.

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2008

J. Woo, B.-W. Hong, S. Kumar, I. B. Ray, C.-C. Jay Kuo, Multimodal Data Integration for Computer-Aided Ablation of Atrial Fibrillation, Journal of Biomedicine and Biotechnology, 2008, Article ID 681303, 8 pages.

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S. Kumar, R. Garg, S. Alla, X. Zhang, V. Jallahalli and M. Jahagirdar, 3D-Shape Analysis of the HIV-1 Protease Ligand Binding Site, IEEE Symp. Computational Intelligence in Bioinformatics and Computational Biology, Sun Valley, Idaho, Sept. 15-17, 2008

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S. Alla, A. Aulia, S. Kumar and R. Garg, Using Hybrid GA-ANN to Predict Biological Activity of HIV Protease Inhibitors, IEEE Symp. Computational Intelligence in Bioinformatics and Computational Biology, Sun Valley, Idaho, Sept. 15-17, 2008.

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Gene M. Ko, S. Alla, S. Kumar and R. Garg, Cheminformatics Analysis of HIV-1 Protease Mutations, 236th Fall ACS National Meeting, Aug. 17-21, 2008, Philadelphia, PA (received the ACS CINF Scholarship for Scientific Excellence award).
2007

J. Woo, B.-W. Hong, S. Kumar, I. B. Ray, C.-C. Jay Kuo, Joint Reconstruction and Registration using Level Sets: Application to Computer-Aided Ablation of Atrial Fibrillation, IEEE Int. Conf. Frontiers in Convergence of Bioscience and Information Technologies, Jeju-Do, Korea, Oct. 11-13, 2007.

B. Bhhatarai, S. Alla, S. Kumar and R. Garg, Novel Cheminformatics Study of Non-Peptidic HIV Protease Inhibitors using Machine Learning and Statistical Tools, 233rd National ACS Meeting, 23-29 March 2007, Chicago. (received the ACS CINF Scholarship for Scientific Excellence award)

M. Jahagirdar, V. K. Jalahalli, S. Kumar, S. Alla, X. Zhang and R. Garg, Ligand Binding Site Prediction for HIV-1 Protease using Shape Comparison Techniques, ACS Western Regional Meeting, San Diego, Oct. 10-12, 2007.

V. K. Jalahalli, X. Zhang, S. Kumar and R. Garg, Novel Fast Adaptive Algorithm for 3D-Shape Analysis of Protein (HIV Protease)-Ligand Interactions, 234th ACS National Meeting, Boston, MA, August 19-23, 2007.

Gene M. Ko, A. S. Reddy, S. Kumar, R. Garg, Probing the PDB: Mutational Mapping Analysis of HIV-IP protease, ACS West Coast Regional Meeting, San Diego, Oct. 10-12, 2007.

A. Aulia, S. Kumar, R. Garg, and A S. Reddy, QSAR Study of HIV Protease Inhibitors using Neural Network and Genetic Algorithm, ACS West Coast Regional Meeting, San Diego, August 9-13, 2007.
2006

C. Bernier, B. Bhhatarai, S. Kumar and R. Garg, Feed-forward Neural Networks Model of Potential Sulfonamide-substituted Cycloalkylpyranone HIV Protease Inhibitors, 231st ACS National Meeting, Atlanta, GA, March 26-30, 2006.
1997

S. Kumar, B.M. Ganesh and R.C. Jain, Design of Non-Uniformly Spaced Pseudo-Quadrature   Mirror   Filters   using   Spline Functions, International J. Electronics (U.K.), Vol. 82(5), pp. 439-450, 1997.