Chandrika Kamath

According to our database, Chandrika Kamath authored at least 62 papers between 1986 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Classification of orbits in Poincaré maps using machine learning.

Chandrika Kamath

Int. J. Data Sci. Anal., April, 2024

2023

Spatio-Temporal Surrogates for Interaction of a Jet with High Explosives: Part II - Clustering Extremely High-Dimensional Grid-Based Data.

Chandrika Kamath, Juliette S. Franzman

CoRR, 2023

Spatio-Temporal Surrogates for Interaction of a Jet with High Explosives: Part I - Analysis with a Small Sample Size.

Chandrika Kamath, Juliette S. Franzman, Brian H. Daub

CoRR, 2023

Data Mining for Faster, Interpretable Solutions to Inverse Problems: A Case Study Using Additive Manufacturing.

Chandrika Kamath, Juliette Franzman, Ravi Ponmalai

CoRR, 2023

Intelligent sampling for surrogate modeling, hyperparameter optimization, and data analysis.

Chandrika Kamath

CoRR, 2023

2021

Randomized Algorithms for Scientific Computing (RASC).

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

CoRR, 2021

2020

Compressing unstructured mesh data from simulations using machine learning.

Chandrika Kamath

Int. J. Data Sci. Anal., 2020

2019

Intelligent Exploration of Large-Scale Data: What Can We Learn in Two Passes?

Chandrika Kamath

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Selecting Parameters for Image Processing Algorithms: A Case Study Using Retinal Image Segmentation.

Chandrika Kamath

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Regression with small data sets: a case study using code surrogates in additive manufacturing.

Chandrika Kamath, Ya-Ju Fan

Knowl. Inf. Syst., 2018

Compressing Unstructured Mesh Data Using Spline Fits, Compressed Sensing, and Regression Methods.

Chandrika Kamath, Ya-Ju Fan

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Learning to Compress Unstructured Mesh Data from Simulations.

Chandrika Kamath

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

2016

Detecting ramp events in wind energy generation using affinity evaluation on weather data.

Ya-Ju Fan, Chandrika Kamath

Stat. Anal. Data Min., 2016

2015

Evaluation of connected-component labeling algorithms for distributed-memory systems.

Jeremy Iverson, Chandrika Kamath, George Karypis

Parallel Comput., 2015

Identifying and Exploiting Diurnal Motifs in Wind Generation Time Series Data.

Ya-Ju Fan, Chandrika Kamath

Int. J. Pattern Recognit. Artif. Intell., 2015

Practical Considerations in Applying Compressed Sensing to Simulation Data.

Ya-Ju Fan, Chandrika Kamath

Proceedings of the 2015 Data Compression Conference, 2015

2014

Incremental SVD for Insight into Wind Generation.

Chandrika Kamath, Ya-Ju Fan

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

2012

Using data mining to enable integration of wind resources on the power grid.

Chandrika Kamath, Ya-Ju Fan

Stat. Anal. Data Min., 2012

Finding Motifs in Wind Generation Time Series Data.

Chandrika Kamath, Ya-Ju Fan

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Fast and Effective Lossy Compression Algorithms for Scientific Datasets.

Jeremy Iverson, Chandrika Kamath, George Karypis

Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

Extending MC-SURE to denoise sensor data streams.

Mandoye Ndoye, Chandrika Kamath

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Robust Extraction of Statistics from Images of Material Fragmentation.

Chandrika Kamath, Omar A. Hurricane

Int. J. Image Graph., 2011

2009

Application-Driven Data Analysis.

Chandrika Kamath

Stat. Anal. Data Min., 2009

Identification of Coherent Structures in Three-Dimensional Simulations of a Fluid-Mix Problem.

Chandrika Kamath, Abel Gezahegne, Paul L. Miller

Int. J. Image Graph., 2009

Scientific Data Analysis.

Chandrika Kamath, Nikil Wale, George Karypis, Gaurav Pandey, Vipin Kumar, Krishna Rajan, Nagiza F. Samatova, Paul Breimyer, Guruprasad Kora, Chongle Pan, Srikanth B. Yoginath

Proceedings of the Scientific Data Management - Challenges, Technology, and Deployment., 2009

Scientific Data Mining - A Practical Perspective.

Chandrika Kamath

SIAM, ISBN: 978-0-898716-75-7, 2009

2008

Data Analysis in the 21st Century.

Arnold Goodman, Chandrika Kamath, Vipin Kumar

Stat. Anal. Data Min., 2008

Tracking non-rigid structures in computer simulations.

Abel Gezahegne, Chandrika Kamath

Proceedings of the International Conference on Image Processing, 2008

2007

Image Analysis for Validation of Simulations of a Fluid Mix Problem.

Chandrika Kamath, Paul L. Miller

Proceedings of the International Conference on Image Processing, 2007

Estimating Missing Features to Improve Multimedia Retrieval.

Abraham Bagherjeiran, Nicole S. Love, Chandrika Kamath

Proceedings of the International Conference on Image Processing, 2007

2006

Graph-based Methods for Orbit Classification.

Abraham Bagherjeiran, Chandrika Kamath

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Comparing shape and texture features for pattern recognition in simulation data.

Shawn D. Newsam, Chandrika Kamath

Proceedings of the Image Processing: Algorithms and Systems IV, 2006

2005

An empirical comparison of combinations of evolutionary algorithms and neural networks for classification problems.

Erick Cantú-Paz, Chandrika Kamath

IEEE Trans. Syst. Man Cybern. Part B, 2005

Robust Background Subtraction with Foreground Validation for Urban Traffic Video.

Sen-Ching S. Cheung, Chandrika Kamath

EURASIP J. Adv. Signal Process., 2005

Salient points for tracking moving objects in video.

Chandrika Kamath, Abel Gezahegne, Shawn D. Newsam, George Marlon Roberts

Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

2004

Investigation of implicit active contours for scientific image segmentation.

Sisira K. Weeratunga, Chandrika Kamath

Proceedings of the Visual Communications and Image Processing 2004, 2004

Robust techniques for background subtraction in urban traffic video.

Sen-Ching S. Cheung, Chandrika Kamath

Proceedings of the Visual Communications and Image Processing 2004, 2004

Effective localized regression for damage detection in large complex mechanical structures.

Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Feature selection in scientific applications.

Erick Cantú-Paz, Shawn D. Newsam, Chandrika Kamath

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Retrieval of similar objects in simulation data using machine learning techniques.

Erick Cantú-Paz, Sen-Ching S. Cheung, Chandrika Kamath

Proceedings of the Image Processing: Algorithms and Systems III, 2004

Retrieval using texture features in high-resolution multispectral satellite imagery.

Shawn D. Newsam, Chandrika Kamath

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2004

2003

Inducing oblique decision trees with evolutionary algorithms.

Erick Cantú-Paz, Chandrika Kamath

IEEE Trans. Evol. Comput., 2003

Evolving neural networks to identify bent-double galaxies in the FIRST survey.

Erick Cantú-Paz, Chandrika Kamath

Neural Networks, 2003

Denoising through wavelet shrinkage: an empirical study.

Imola K. Fodor, Chandrika Kamath

J. Electronic Imaging, 2003

Comparison of PDE-based non-linear anistropic diffusion techniques for image denoising.

Sisira Weeratunga, Chandrika Kamath

Proceedings of the Image Processing: Algorithms and Systems II, 2003

Use of machine vision techniques to detect human settlements in satellite images.

Chandrika Kamath, Sailes K. Sengupta, Douglas N. Poland, John A. H. Futterman

Proceedings of the Image Processing: Algorithms and Systems II, 2003

Localized Prediction of Continuous Target Variables Using Hierarchical Clustering.

Aleksandar Lazarevic, Ramdev Kanapady, Chandrika Kamath, Vipin Kumar, Kumar K. Tamma

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Damage prediction in structural mechanics using partitioning approach.

Aleksandar Lazarevic, Ramdev Kanapady, Kumar K. Tamma, Chandrika Kamath, Vipin Kumar

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003

2002

Workshop Report: The Fourth Workshop on Mining Scientific Datasets.

Chandrika Kamath

SIGKDD Explor., 2002

Classifying bent-double galaxies.

Chandrika Kamath, Erick Cantú-Paz, Imola K. Fodor, Nu Ai Tang

Comput. Sci. Eng., 2002

Dimension reduction techniques and the classification of bent double galaxies.

Imola K. Fodor, Chandrika Kamath

Comput. Stat. Data Anal., 2002

Approximate Splitting for Ensembles of Trees using Histograms.

Chandrika Kamath, Erick Cantú-Paz, David Littau

Proceedings of the Second SIAM International Conference on Data Mining, 2002

Learning to Classify Galaxy Shapes Using the EM Algorithm.

Sergey Kirshner, Igor V. Cadez, Padhraic Smyth, Chandrika Kamath

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

PDE-based nonlinear diffusion techniques for denoising scientific and industrial images: an empirical study.

Sisira Weeratunga, Chandrika Kamath

Proceedings of the Image Processing: Algorithms and Systems, 2002

Probabilistic Model-Based Detection of Bent-Double Radio Galaxies.

Sergey Kirshner, Igor V. Cadez, Padhraic Smyth, Chandrika Kamath, Erick Cantú-Paz

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Evolving Neural Networks For The Classification Of Galaxies.

Erick Cantú-Paz, Chandrika Kamath

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

2000

Using Evolutionary Algorithms to Induce Oblique Decision Trees.

Erick Cantú-Paz, Chandrika Kamath

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1994

DXML: A High-performance Scientific Subroutine Library.

Chandrika Kamath, Roy Ho, Dwight P. Manley

Digit. Tech. J., 1994

1991

Projection Methods on a Distributed Memory MIMD Multiprocessor.

Chandrika Kamath, Sisira Weeratunga

Proceedings of the Fifth SIAM Conference on Parallel Processing for Scientific Computing, 1991

1990

Implementation of two projection methods on a shared memory multiprocessor: DEC VAX 6240.

Chandrika Kamath, Sisira Weeratunga

Parallel Comput., 1990

1989

A projection method for solving nonsymmetric linear systems on multiprocessors.

Chandrika Kamath, Ahmed H. Sameh

Parallel Comput., 1989

1986

Solution of Nonsymmetric Systems of Equations on a Multiprocessor

Chandrika Kamath

PhD thesis, 1986