Dr. Sumeet Dua

Upchurch Endowed Professor of Computer Science

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Research Abstracts

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Research Abstracts and Posters:
37. M. Karnik, P. Chowriappa, S. Dua, “Categorizing short reads to detect metagenome communities: A Big Data Approach,” 3nd Annual Graduate Student Research Conference in Engineering and Science, Louisiana Tech University, October 30, 2013.
36. M. Karnik, S. Dua, P. Chowriappa, “Higher order feature selection technique in evolving ad-hoc social communities,” 2nd Annual Graduate Student Research Conference in Engineering and Science, Louisiana Tech University, October 18, 2012.
35. R. Appiah, S. Dua, P. Chowriappa, “Module factorizability-based approach to Diabetic Maculopathy image classification using textural features,” 2nd Annual Graduate Student Research Conference in Engineering and Science, Louisiana Tech University, October 18, 2012.
34. K. Shukla, S. Dua and P. Dua, “Effect of transformations on the responsive distribution and on gene selection,” 2nd Annual Graduate Student Research Conference in Engineering and Science, Louisiana Tech University, October 18, 2012.
33. A. Weber, S. Dua, “An unsupervised approach using MED to effectively identify outlier genes for Alzheimer’s disease,” 2nd Annual Graduate Student Research Conference in Engineering and Science, Louisiana Tech University, October 18, 2012.
32. S. Dua, “Associative Learning based Intrusion Detection using Sensor Prioritization and Fusion,” Proc. of ICNS 2011 - Integrated Communications, Navigation and Surveillance Conference: Renovating the Global Air Transportation System, Proceedings 2011, Article number 5935373, 51pp, Herndon, VA; May 10-12, 2011.
31. Pradeep Chowriappa, Vasanth Nair, Sumeet Dua, Hilary W. Thompson; Enhanced Physico-Chemical Property Analysis Tool for Protein Domain Conservation; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, August 15-16, 2010.
30. Harpreet Singh, Sumeet Dua, Sheetal Saini, Hilary Thompson, Erich Richter; Temporal Pattern Tracking for Multivariate Time Series Mining; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, August 15-16, 2010.
29. Xian Du, Michael Dessauer, Sumeet Dua and Hilary W. Thompson; Time Series Discord Detection for Time-biased Reduction Framework; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, August 15-16, 2010.
28. Xian Du, Sumeet Dua, Hilary W. Thompson; A Segmentation Framework for Rule-based Algorithmic Image Classification System; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, August 15-16, 2010.
27. Xian Du, Sumeet Dua, Mark DeCoster,; Salient Frame Selection-based Feature extraction for AIMS; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, August 15-16, 2010.
26. Dexter Cahoy, Kenny Crump and Sumeet Dua; Exploratory Data Mining and Data Requirements to Support ToxCast Goals, ToxCast™ Data Analysis Summit, Transforming Toxicity Testing From In Vivo to In Vitro: A Computational Toxicology Challenge; Hosted by U.S. EPA"s National Center for Computational Toxicology, EPA Campus, Research Triangle Park NC May 14-15, 2009
25. Xian Du, Raghava Alapati, Sumeet Dua, Ram Devireddy and Dorel Moldovan; Dimensionality Reduction Techniques to Improve Real-Time Analysis of Molecular Dynamics Simulations; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, May 11, 2009.
24. Xian Du , Senaka Kanakamedala, Sumeet Dua, Ji Fang, Mark A. DeCoster; Quantitative Performance Evaluation of Micromixers; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, May 11, 2009.
23. Pradeep Chowriappa, Christian Clement, Sumeet Dua, James Hill, Hilary W. Thompson and Donna Neumann; Physico-Chemical Property Analysis Tool for Assessment of Protein Domain Conservation; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, May 11, 2009.
22. Pradeep Chowriappa, Sumeet Dua, Hilary W. Thompson; Predicting Conformational Changes in Proteins Based on Hydrophobic Cores; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, May 11, 2009.
21. Alan E. Alex, Sumeet Dua, Pradeep Chowriappa and Hilary W. Thompson; An Information Fusion Tool for Feature Integration in Synchronized Environments; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, May 11, 2009.
20. Harpreet Singh, Sumeet Dua, Hilary W. Thompson; Weighted Rule-Based Algorithmic Tool for Image Classification; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, May 11, 2009.
19. Sheetal Saini , Sumeet Dua; Algorithmic Tools for Adaptive Data Partitioning and Its Applications; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, May 11, 2009.
18. Xian Du, Sumeet Dua, Mark A. DeCoster; Quantitative Characterization of Brain Tumor Growth Using Geometric Analysis; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, May 11, 2009.
17. Xian Du , Vinay Amatya, Manish M. Patil, Bipin Thomas, Shobhit Shakya, Rajesh V. Singaravelu, Gopal R. Kondam, Sumeet Dua, Gabrielle Allen; Performance Evaluation Measures for Unsupervised Clustering; NSF EPSCoR Research Infrastructure Improvement Annual Meeting, May 11, 2009.
16. Sumeet. Dua, Harpreet Singh, Association Rule based Feature Extraction for Character Recognition; Proc. of 3rd International Conference on Information Systems, Technology and Management, March 12-13, 2009.
15. Sumeet Dua, Pradeep Chowriappa and Ramakrishnan Rajagopalan; Novel Protein Structural Classification by Discovering Coherence in Hydrophobicity Scales; Annual Meeting of International Society of Computational Biology (ISCB-2006), August 6-10, 2006.
14. Ramakrishnan Rajagopalan, Sumeet Dua; Computational Approach to Multi-Class Protein Fold Recognition; BioResearch Day, Shreveport, LA May 1, 2006.
13. Sumeet Dua, Sree Harsha Pothireddy; Discovery Of Active Metabolic Paths Using Association Rules; Louisiana Biomedical Research Network Annual Meeting, February 9-11, 2006.
12. Sumeet Dua, Pradeep Chowriappa; Computational Approach to Multi-Class Protein Fold Recognition using Hydrophobicity; Louisiana Biomedical Research Network Annual Meeting, February 9-11, 2006.
11. Sumeet Dua, Kaustubh Sabnis, Harpreet Singh; Computational Identification of Gene Markers from Gene Expressions using Novel Dimensionality Reduction Schema; 8th Annual Conference on Computational Genomics, MIT, Cambridge, Nov. 9-12, 2005.
10. Sumeet Dua; Novel Gene Expression Data Mining for Medical Discovery; North Louisiana Partnership in Innovation (NLPI) Bio Research Day, Shreveport, LA, April 14, 2005.
09. Sumeet Dua, Vineet Jain, Yifei Long. Hilary W. Thompson; An Efficient Algorithmic Paradigm for Clinical Image Classification and Knowledge Integration in Distributed Databases; NIH BECON/BISTIC 2004 Symposium on ‘Biomedical Informatics for Clinical Decision Support: A Vision for the 21st Century’, Bethesda, Maryland June 21-22, 2004.
08. Sumeet Dua, Naveen Kandiraju; A Novel Edge Detection Technique for Medical Images; CIBI 2ndBioinformatics Research Symposium, Shreveport, LA, April 2-3, 2004.
07. Sumeet Dua, Vinay Mannava; Integrating Inmage and Text for Heterogeneous Data Mining in Biomedical Informatics; CIBI 2nd Bioinformatics Research Symposium, Shreveport, LA, April 2-3, 2004.
06. Prerna Sethi, Sumeet Dua, Roger W. Beuerman, Mary Hartnett; Real -Time Indexing of Retinal Images for Data Mining and Content-Based Image Retrieval Applications; The Association for Research in Vision and Ophthalmology 2003 Annual Conference in Fort Lauderdale, FL; May 4 – May 9, 2003.
05. Sumeet Dua, Roger W. Beuerman; Image Stabilization for Real-time Clinical Confocal Microscopy; The Association for Research in Vision and Ophthalmology 2003 Annual Conference in Fort Lauderdale, FL; May 4 – May 9, 2003.
04. Sumeet Dua; Data Mining Technique for whole matching of unequal sequences in large time-series datasets; Abstract, First CERT Biomedical Informatics Symposium, Shreveport; November 5, 2002. 
03. Sumeet Dua, Vineet Jain; A Unique fast Algorithm for real-time indexing of clinical images for data mining applications; Abstract, First CERT Biomedical Informatics Symposium, Shreveport; November 5, 2002.
02. Sumeet Dua, S.S. Iyengar, Seth Robertson et al.; Modeling Aqueous Humor Flow in the Anterior Chamber of the Rabbit Eye; Poster Abstract, Association of research in vision and Ophthalmology annual conference, Ft. Lauderdale May 2002. 
01. Sumeet Dua; An approach to index the protein data bank to detect similar folding motif pairs; NSF-EPSCoR conference, LA, April 10-11, 2002.

 


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