Anil Kumar Ghosh

31 papers Journal 28Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Classification using global and local Mahalanobis distances.
J. Multivar. Anal.
Annesha Ghosh, Anil Kumar Ghosh, Rita SahaRay, Soham Sarkar
2024 J jnl
On Exact Feature Screening in Ultrahigh-Dimensional Binary Classification.
J. Comput. Graph. Stat.
Sarbojit Roy, Soham Sarkar, Subhajit Dutta, Anil Kumar Ghosh
2024 J jnl
On high-dimensional modifications of the nearest neighbor classifier.
CoRR
Annesha Ghosh, Bilol Banerjee, Anil Kumar Ghosh
2022 J jnl
On Generalizations of Some Distance Based Classifiers for HDLSS Data.
J. Mach. Learn. Res.
Sarbojit Roy, Soham Sarkar, Subhajit Dutta, Anil Kumar Ghosh
2022 J jnl
Some clustering-based exact distribution-free k-sample tests applicable to high dimension, low sample size data.
J. Multivar. Anal.
Biplab Paul, Shyamal K. De, Anil Kumar Ghosh
2020 J jnl
On Perfect Clustering of High Dimension, Low Sample Size Data.
IEEE Trans. Pattern Anal. Mach. Intell.
Soham Sarkar, Anil Kumar Ghosh
2020 J jnl
On some consistent tests of mutual independence among several random vectors of arbitrary dimensions.
Stat. Comput.
Angshuman Roy, Soham Sarkar, Anil Kumar Ghosh, Alok Goswami
2020 J jnl
On some graph-based two-sample tests for high dimension, low sample size data.
Mach. Learn.
Soham Sarkar, Rahul Biswas, Anil Kumar Ghosh
2018 J jnl
Some Multivariate Tests of Independence Based on Ranks of Nearest Neighbors.
Technometrics
Soham Sarkar, Anil Kumar Ghosh
2017 J jnl
Some high-dimensional one-sample tests based on functions of interpoint distances.
J. Multivar. Anal.
Enakshi Saha, Soham Sarkar, Anil Kumar Ghosh
2016 J jnl
High dimensional nearest neighbor classification based on mean absolute differences of inter-point distances.
Pattern Recognit. Lett.
Arnab K. Pal, Pronoy K. Mondal, Anil Kumar Ghosh
2016 J jnl
Multi-scale Classification using Localized Spatial Depth.
J. Mach. Learn. Res.
Subhajit Dutta, Soham Sarkar, Anil Kumar Ghosh
2016 J jnl
On some transformations of high dimension, low sample size data for nearest neighbor classification.
Mach. Learn.
Subhajit Dutta, Anil Kumar Ghosh
2015 J jnl
On high dimensional two-sample tests based on nearest neighbors.
J. Multivar. Anal.
Pronoy K. Mondal, Munmun Biswas, Anil Kumar Ghosh
2015 J jnl
Tests for statistical significance of a treatment effect in the presence of hidden sub-populations.
Stat. Methods Appl.
Bikram Karmakar, Kumaresh Dhara, Kushal Kumar Dey, Analabha Basu, Anil Kumar Ghosh
2014 J jnl
A Statistical Approach towards Secure Location Verification in noisy Wireless channels.
Int. J. Found. Comput. Sci.
Partha Sarathi Mandal, Anil Kumar Ghosh
2014 J jnl
A nonparametric two-sample test applicable to high dimensional data.
J. Multivar. Anal.
Munmun Biswas, Anil Kumar Ghosh
2013 — conf
Using Daikon to Prioritize and Group Unit Bugs.
FACS
Nehul Jain, Saikat Dutta, Ansuman Banerjee, Anil Kumar Ghosh, Lihua Xu, Huibiao Zhu
2012 J jnl
A probabilistic approach for semi-supervised nearest neighbor classification.
Pattern Recognit. Lett.
Anil Kumar Ghosh
2012 J jnl
On hybrid classification using model assisted posterior estimates.
Pattern Recognit.
Anil Kumar Ghosh, Fred Godtliebsen
2011 J jnl
Bayesian multiscale smoothing in supervised and semi-supervised kernel discriminant analysis.
Comput. Stat. Data Anal.
Subhadeep Mukhopadhyay, Anil Kumar Ghosh
2011 J jnl
Secure Position Verification for Wireless Sensor Networks in Noisy Channels
CoRR
Partha Sarathi Mandal, Anil Kumar Ghosh
2011 — conf
Secure Position Verification for Wireless Sensor Networks in Noisy Channels.
ADHOC-NOW
Partha Sarathi Mandal, Anil Kumar Ghosh
2009 J jnl
Classification Based on Hybridization of Parametric and Nonparametric Classifiers.
IEEE Trans. Pattern Anal. Mach. Intell.
Probal Chaudhuri, Anil Kumar Ghosh, Hannu Oja
2007 J jnl
Feature Extraction for Classification Using Statistical Networks.
Int. J. Pattern Recognit. Artif. Intell.
Anil Kumar Ghosh, Smarajit Bose
2006 J jnl
Classification Using Kernel Density Estimates - Multiscale Analysis and Visualization.
Technometrics
Anil Kumar Ghosh, Probal Chaudhuri, Debasis Sengupta
2006 J jnl
Multiscale Classification Using Nearest Neighbor Density Estimates.
IEEE Trans. Syst. Man Cybern. Part B
Anil Kumar Ghosh, Probal Chaudhuri, C. A. Murthy
2006 J jnl
On optimum choice of k.
Comput. Stat. Data Anal.
Anil Kumar Ghosh
2005 — conf
Feature Extraction for Nonlinear Classification.
PReMI
Anil Kumar Ghosh, Smarajit Bose
2005 J jnl
On Visualization and Aggregation of Nearest Neighbor Classifiers.
IEEE Trans. Pattern Anal. Mach. Intell.
Anil Kumar Ghosh, Probal Chaudhuri, C. A. Murthy
2004 J jnl
Backfitting neural networks.
Comput. Stat.
Anil Kumar Ghosh, Smarajit Bose