Chandrika Kamath

67 papers A* 3A 8B 3C 4Misc 1Journal 28Unranked 17

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Classification of orbits in Poincaré maps using machine learning. Int. J. Data Sci. Anal. Chandrika Kamath
2023	J	`jnl`	Classification of Orbits in Poincaré Maps using Machine Learning. CoRR Chandrika Kamath
2023	J	`jnl`	Data Mining for Faster, Interpretable Solutions to Inverse Problems: A Case Study Using Additive Manufacturing. CoRR Chandrika Kamath, Juliette Franzman, Ravi Ponmalai
2023	J	`jnl`	Intelligent sampling for surrogate modeling, hyperparameter optimization, and data analysis. CoRR Chandrika Kamath
2023	J	`jnl`	Spatio-Temporal Surrogates for Interaction of a Jet with High Explosives: Part I - Analysis with a Small Sample Size. CoRR Chandrika Kamath, Juliette S. Franzman, Brian H. Daub
2023	J	`jnl`	Spatio-Temporal Surrogates for Interaction of a Jet with High Explosives: Part II - Clustering Extremely High-Dimensional Grid-Based Data. CoRR Chandrika Kamath, Juliette S. Franzman
2021	J	`jnl`	Randomized Algorithms for Scientific Computing (RASC). CoRR Aydin Buluç, Tamara G. Kolda, Stefan M. Wild, Mihai Anitescu, Anthony M. DeGennaro, John Jakeman, Chandrika Kamath, Ramakrishnan Kannan, Miles E. Lopes, Per-Gunnar Martinsson, Kary L. Myers, Jelani Nelson, Juan M. Restrepo, C. Seshadhri, Draguna L. Vrabie, Brendt Wohlberg, Stephen J. Wright, Chao Yang, Peter Zwart
2020	J	`jnl`	Compressing unstructured mesh data from simulations using machine learning. Int. J. Data Sci. Anal. Chandrika Kamath
2019	—	`conf`	Intelligent Exploration of Large-Scale Data: What Can We Learn in Two Passes? IEEE BigData Chandrika Kamath
2019	Misc	`conf`	Selecting Parameters for Image Processing Algorithms: A Case Study Using Retinal Image Segmentation. ACSSC Chandrika Kamath
2018	—	`conf`	Compressing Unstructured Mesh Data Using Spline Fits, Compressed Sensing, and Regression Methods. GlobalSIP Chandrika Kamath, Ya-Ju Fan
2018	J	`jnl`	Regression with small data sets: a case study using code surrogates in additive manufacturing. Knowl. Inf. Syst. Chandrika Kamath, Ya-Ju Fan
2017	B	`conf`	Learning to Compress Unstructured Mesh Data from Simulations. DSAA Chandrika Kamath
2016	J	`jnl`	Detecting ramp events in wind energy generation using affinity evaluation on weather data. Stat. Anal. Data Min. Ya-Ju Fan, Chandrika Kamath
2015	J	`jnl`	Evaluation of connected-component labeling algorithms for distributed-memory systems. Parallel Comput. Jeremy Iverson, Chandrika Kamath, George Karypis
2015	J	`jnl`	Identifying and Exploiting Diurnal Motifs in Wind Generation Time Series Data. Int. J. Pattern Recognit. Artif. Intell. Ya-Ju Fan, Chandrika Kamath
2015	B	`conf`	Practical Considerations in Applying Compressed Sensing to Simulation Data. DCC Ya-Ju Fan, Chandrika Kamath
2014	C	`conf`	Incremental SVD for Insight into Wind Generation. ICMLA Chandrika Kamath, Ya-Ju Fan
2014	A	`ed.`	Proceedings of the 2014 SIAM International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014 SDM Mohammed Javeed Zaki, Zoran Obradovic, Pang-Ning Tan, Arindam Banerjee, Chandrika Kamath, Srinivasan Parthasarathy
2012	—	`conf`	Extending MC-SURE to denoise sensor data streams. ACSCC Mandoye Ndoye, Chandrika Kamath
2012	—	`conf`	Fast and Effective Lossy Compression Algorithms for Scientific Datasets. Euro-Par Jeremy Iverson, Chandrika Kamath, George Karypis
2012	—	`conf`	Finding Motifs in Wind Generation Time Series Data. ICMLA (2) Chandrika Kamath, Ya-Ju Fan
2012	J	`jnl`	Using data mining to enable integration of wind resources on the power grid. Stat. Anal. Data Min. Chandrika Kamath, Ya-Ju Fan
2011	J	`jnl`	Robust Extraction of Statistics from Images of Material Fragmentation. Int. J. Image Graph. Chandrika Kamath, Omar A. Hurricane
2009	J	`jnl`	Application-Driven Data Analysis. Stat. Anal. Data Min. Chandrika Kamath
2009	J	`jnl`	Identification of Coherent Structures in Three-Dimensional Simulations of a Fluid-Mix Problem. Int. J. Image Graph. Chandrika Kamath, Abel Gezahegne, Paul L. Miller
2009	—	`ch.`	Scientific Data Analysis. Scientific Data Management Chandrika Kamath, Nikil Wale, George Karypis, Gaurav Pandey, Vipin Kumar, Krishna Rajan, Nagiza F. Samatova, Paul Breimyer, Guruprasad Kora, Chongle Pan, Srikanth B. Yoginath
2009	—	`book`	Scientific Data Mining - A Practical Perspective. Chandrika Kamath
2008	J	`jnl`	Data Analysis in the 21st Century. Stat. Anal. Data Min. Arnold Goodman, Chandrika Kamath, Vipin Kumar
2008	B	`conf`	Tracking non-rigid structures in computer simulations. ICIP Abel Gezahegne, Chandrika Kamath
2007	—	`conf`	Estimating Missing Features to Improve Multimedia Retrieval. ICIP (2) Abraham Bagherjeiran, Nicole S. Love, Chandrika Kamath
2007	—	`conf`	Image Analysis for Validation of Simulations of a Fluid Mix Problem. ICIP (3) Chandrika Kamath, Paul L. Miller
2006	C	`conf`	Comparing shape and texture features for pattern recognition in simulation data. Image Processing: Algorithms and Systems Shawn D. Newsam, Chandrika Kamath
2006	A	`conf`	Graph-based Methods for Orbit Classification. SDM Abraham Bagherjeiran, Chandrika Kamath
2005	J	`jnl`	An empirical comparison of combinations of evolutionary algorithms and neural networks for classification problems. IEEE Trans. Syst. Man Cybern. Part B Erick Cantú-Paz, Chandrika Kamath
2005	A	`ed.`	Proceedings of the 2005 SIAM International Conference on Data Mining, SDM 2005, Newport Beach, CA, USA, April 21-23, 2005 SDM Hillol Kargupta, Jaideep Srivastava, Chandrika Kamath, Arnold Goodman
2005	J	`jnl`	Robust Background Subtraction with Foreground Validation for Urban Traffic Video. EURASIP J. Adv. Signal Process. Sen-Ching S. Cheung, Chandrika Kamath
2005	—	`conf`	Salient points for tracking moving objects in video. Electronic Imaging: Image and Video Communications and Processing Chandrika Kamath, Abel Gezahegne, Shawn D. Newsam, George Marlon Roberts
2004	A*	`conf`	Effective localized regression for damage detection in large complex mechanical structures. KDD Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath
2004	A*	`conf`	Feature selection in scientific applications. KDD Erick Cantú-Paz, Shawn D. Newsam, Chandrika Kamath
2004	C	`conf`	Investigation of implicit active contours for scientific image segmentation. VCIP Sisira K. Weeratunga, Chandrika Kamath
2004	A	`ed.`	Proceedings of the Fourth SIAM International Conference on Data Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004 SDM Michael W. Berry, Umeshwar Dayal, Chandrika Kamath, David B. Skillicorn
2004	—	`conf`	Retrieval of similar objects in simulation data using machine learning techniques. Image Processing: Algorithms and Systems Erick Cantú-Paz, Sen-Ching S. Cheung, Chandrika Kamath
2004	—	`conf`	Retrieval using texture features in high-resolution multispectral satellite imagery. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Shawn D. Newsam, Chandrika Kamath
2004	C	`conf`	Robust techniques for background subtraction in urban traffic video. VCIP Sen-Ching S. Cheung, Chandrika Kamath
2003	—	`conf`	Comparison of PDE-based non-linear anistropic diffusion techniques for image denoising. Image Processing: Algorithms and Systems Sisira Weeratunga, Chandrika Kamath
2003	—	`conf`	Damage prediction in structural mechanics using partitioning approach. Data Mining and Knowledge Discovery: Theory, Tools, and Technology Aleksandar Lazarevic, Ramdev Kanapady, Kumar K. Tamma, Chandrika Kamath, Vipin Kumar
2003	J	`jnl`	Denoising through wavelet shrinkage: an empirical study. J. Electronic Imaging Imola K. Fodor, Chandrika Kamath
2003	J	`jnl`	Evolving neural networks to identify bent-double galaxies in the FIRST survey. Neural Networks Erick Cantú-Paz, Chandrika Kamath
2003	J	`jnl`	Inducing oblique decision trees with evolutionary algorithms. IEEE Trans. Evol. Comput. Erick Cantú-Paz, Chandrika Kamath
2003	A*	`conf`	Localized Prediction of Continuous Target Variables Using Hierarchical Clustering. ICDM Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar K. Tamma
2003	A	`ed.`	Proceedings of the Third SIAM International Conference on Data Mining, San Francisco, CA, USA, May 1-3, 2003 SDM Daniel Barbará, Chandrika Kamath
2003	—	`conf`	Use of machine vision techniques to detect human settlements in satellite images. Image Processing: Algorithms and Systems Chandrika Kamath, Sailes K. Sengupta, Douglas N. Poland, John A. H. Futterman
2002	A	`conf`	Approximate Splitting for Ensembles of Trees using Histograms. SDM Chandrika Kamath, Erick Cantú-Paz, David Littau
2002	J	`jnl`	Classifying bent-double galaxies. Comput. Sci. Eng. Chandrika Kamath, Erick Cantú-Paz, Imola K. Fodor, Nu Ai Tang
2002	J	`jnl`	Dimension reduction techniques and the classification of bent double galaxies. Comput. Stat. Data Anal. Imola K. Fodor, Chandrika Kamath
2002	A	`conf`	Evolving Neural Networks For The Classification Of Galaxies. GECCO Erick Cantú-Paz, Chandrika Kamath
2002	—	`conf`	Learning to Classify Galaxy Shapes Using the EM Algorithm. NIPS Sergey Kirshner, Igor V. Cadez, Padhraic Smyth, Chandrika Kamath
2002	—	`conf`	PDE-based nonlinear diffusion techniques for denoising scientific and industrial images: an empirical study. Image Processing: Algorithms and Systems Sisira Weeratunga, Chandrika Kamath
2002	—	`conf`	Probabilistic Model-Based Detection of Bent-Double Radio Galaxies. ICPR (2) Sergey Kirshner, Igor V. Cadez, Padhraic Smyth, Chandrika Kamath, Erick Cantú-Paz
2002	J	`jnl`	Workshop Report: The Fourth Workshop on Mining Scientific Datasets. SIGKDD Explor. Chandrika Kamath
2000	A	`conf`	Using Evolutionary Algorithms to Induce Oblique Decision Trees. GECCO Erick Cantú-Paz, Chandrika Kamath
1994	J	`jnl`	DXML: A High-performance Scientific Subroutine Library. Digit. Tech. J. Chandrika Kamath, Roy Ho, Dwight P. Manley
1991	—	`conf`	Projection Methods on a Distributed Memory MIMD Multiprocessor. PP Chandrika Kamath, Sisira Weeratunga
1990	J	`jnl`	Implementation of two projection methods on a shared memory multiprocessor: DEC VAX 6240. Parallel Comput. Chandrika Kamath, Sisira Weeratunga
1989	J	`jnl`	A projection method for solving nonsymmetric linear systems on multiprocessors. Parallel Comput. Chandrika Kamath, Ahmed H. Sameh
1986	—	`—`	Solution of Nonsymmetric Systems of Equations on a Multiprocessor Chandrika Kamath