Anil Kumar Ghosh

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 11

Top Topics

Binary Classification

Nearest Neighbor

Top Venues

J. Multivar. Anal.

J. Mach. Learn. Res.

Int. J. Found. Comput. Sci.

Publications

Sarbojit Roy, Soham Sarkar, Subhajit Dutta, Anil Kumar Ghosh
On Exact Feature Screening in Ultrahigh-Dimensional Binary Classification. J. Comput. Graph. Stat. 33 (2) (2024)
Sarbojit Roy, Soham Sarkar, Subhajit Dutta, Anil Kumar Ghosh
On Generalizations of Some Distance Based Classifiers for HDLSS Data. J. Mach. Learn. Res. 23 (2022)
Biplab Paul, Shyamal K. De, Anil Kumar Ghosh
Some clustering-based exact distribution-free k-sample tests applicable to high dimension, low sample size data. J. Multivar. Anal. 190 (2022)
Angshuman Roy, Soham Sarkar, Anil Kumar Ghosh, Alok Goswami
On some consistent tests of mutual independence among several random vectors of arbitrary dimensions. Stat. Comput. 30 (6) (2020)
Soham Sarkar, Rahul Biswas, Anil Kumar Ghosh
On some graph-based two-sample tests for high dimension, low sample size data. Mach. Learn. 109 (2) (2020)
Soham Sarkar, Anil Kumar Ghosh
On Perfect Clustering of High Dimension, Low Sample Size Data. IEEE Trans. Pattern Anal. Mach. Intell. 42 (9) (2020)
Soham Sarkar, Anil Kumar Ghosh
Some Multivariate Tests of Independence Based on Ranks of Nearest Neighbors. Technometrics 60 (1) (2018)
Enakshi Saha, Soham Sarkar, Anil Kumar Ghosh
Some high-dimensional one-sample tests based on functions of interpoint distances. J. Multivar. Anal. 161 (2017)
Arnab K. Pal, Pronoy K. Mondal, Anil Kumar Ghosh
High dimensional nearest neighbor classification based on mean absolute differences of inter-point distances. Pattern Recognit. Lett. 74 (2016)
Subhajit Dutta, Anil Kumar Ghosh
On some transformations of high dimension, low sample size data for nearest neighbor classification. Mach. Learn. 102 (1) (2016)
Subhajit Dutta, Soham Sarkar, Anil Kumar Ghosh
Multi-scale Classification using Localized Spatial Depth. J. Mach. Learn. Res. 17 (2016)
Bikram Karmakar, Kumaresh Dhara, Kushal Kumar Dey, Analabha Basu, Anil Kumar Ghosh
Tests for statistical significance of a treatment effect in the presence of hidden sub-populations. Stat. Methods Appl. 24 (1) (2015)
Pronoy K. Mondal, Munmun Biswas, Anil Kumar Ghosh
On high dimensional two-sample tests based on nearest neighbors. J. Multivar. Anal. 141 (2015)
Munmun Biswas, Anil Kumar Ghosh
A nonparametric two-sample test applicable to high dimensional data. J. Multivar. Anal. 123 (2014)
Partha Sarathi Mandal, Anil Kumar Ghosh
A Statistical Approach towards Secure Location Verification in noisy Wireless channels. Int. J. Found. Comput. Sci. 25 (5) (2014)
Nehul Jain, Saikat Dutta, Ansuman Banerjee, Anil Kumar Ghosh, Lihua Xu, Huibiao Zhu
Using Daikon to Prioritize and Group Unit Bugs. FACS (2013)
Anil Kumar Ghosh
A probabilistic approach for semi-supervised nearest neighbor classification. Pattern Recognit. Lett. 33 (9) (2012)
Anil Kumar Ghosh, Fred Godtliebsen
On hybrid classification using model assisted posterior estimates. Pattern Recognit. 45 (6) (2012)
Subhadeep Mukhopadhyay, Anil Kumar Ghosh
Bayesian multiscale smoothing in supervised and semi-supervised kernel discriminant analysis. Comput. Stat. Data Anal. 55 (7) (2011)
Partha Sarathi Mandal, Anil Kumar Ghosh
Secure Position Verification for Wireless Sensor Networks in Noisy Channels. ADHOC-NOW (2011)
Partha Sarathi Mandal, Anil Kumar Ghosh
Secure Position Verification for Wireless Sensor Networks in Noisy Channels CoRR (2011)
Probal Chaudhuri, Anil Kumar Ghosh, Hannu Oja
Classification Based on Hybridization of Parametric and Nonparametric Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 31 (7) (2009)
Anil Kumar Ghosh, Smarajit Bose
Feature Extraction for Classification Using Statistical Networks. Int. J. Pattern Recognit. Artif. Intell. 21 (7) (2007)
Anil Kumar Ghosh, Probal Chaudhuri, Debasis Sengupta
Classification Using Kernel Density Estimates - Multiscale Analysis and Visualization. Technometrics 48 (1) (2006)
Anil Kumar Ghosh
On optimum choice of k. Comput. Stat. Data Anal. 50 (11) (2006)
Anil Kumar Ghosh, Probal Chaudhuri, C. A. Murthy
Multiscale Classification Using Nearest Neighbor Density Estimates. IEEE Trans. Syst. Man Cybern. Part B 36 (5) (2006)
Anil Kumar Ghosh, Smarajit Bose
Feature Extraction for Nonlinear Classification. PReMI (2005)
Anil Kumar Ghosh, Probal Chaudhuri, C. A. Murthy
On Visualization and Aggregation of Nearest Neighbor Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 27 (10) (2005)
Anil Kumar Ghosh, Smarajit Bose
Backfitting neural networks. Comput. Stat. 19 (2) (2004)