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Anil K. Ghosh
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On maximum depth and related classifiers
AK Ghosh, P Chaudhuri
Scandinavian Journal of Statistics 32 (2), 327-350, 2005
1722005
On optimum choice of k in nearest neighbor classification
AK Ghosh
Computational Statistics & Data Analysis 50 (11), 3113-3123, 2006
1582006
A nonparametric two-sample test applicable to high dimensional data
M Biswas, AK Ghosh
Journal of Multivariate Analysis 123, 160-171, 2014
1152014
A distribution-free two-sample run test applicable to high-dimensional data
M Biswas, M Mukhopadhyay, AK Ghosh
Biometrika 101 (4), 913-926, 2014
852014
Some intriguing properties of Tukey’s half-space depth
S Dutta, AK Ghosh, P Chaudhuri
Bernoulli 17 (4), 1420-1434, 2011
842011
Classification Using Kernel Density Estimates: Multi-scale Analysis and Visualization
AK Ghosh, P Chaudhuri, D Sengupta
Technometrics 48 (1), 120-132, 2006
752006
On visualization and aggregation of nearest neighbor classifiers
AK Ghosh, P Chaudhuri, CA Murthy
IEEE Transactions on Pattern Analysis and Machine Intelligence 27 (10), 1592 …, 2005
722005
On data depth and distribution-free discriminant analysis using separating surfaces
AK Ghosh, P Chaudhuri
Bernoulli 11 (1), 1-27, 2005
692005
On robust classification using projection depth
S Dutta, AK Ghosh
Annals of the Institute of Statistical Mathematics 64, 657-676, 2012
642012
Performance appraisal based on a forced distribution system: its drawbacks and remedies
R Chattopadhayay, AK Ghosh
International journal of Productivity and performance Management 61 (8), 881-896, 2012
582012
Entrepreneurial Intention Model-Based Quantitative Approach to Estimate Entrepreneurial Success
R Chattopadhyay, AK Ghosh
Journal of Small Business & Entrepreneurship 21 (1), 1-21, 2008
492008
On perfect clustering of high dimension, low sample size data.
S Sarkar, AK Ghosh
IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (9), 2257-2272, 2020
472020
On nearest neighbor classification using adaptive choice of k
AK Ghosh
Journal of Computational and Graphical Statistics 16 (2), 482-502, 2007
412007
Classification based on hybridization of parametric and nonparametric classifiers
P Chaudhuri, AK Ghosh, H Oja
IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (7), 1153-1164, 2009
382009
On high dimensional two-sample tests based on nearest neighbors
PK Mondal, M Biswas, AK Ghosh
Journal of Multivariate Analysis 141, 168-178, 2015
372015
Optimal smoothing in kernel discriminant analysis
AK Ghosh, P Chaudhuri
Statistica Sinica 14 (2), 457-483, 2004
342004
Distribution-free high-dimensional two-sample tests based on discriminating hyperplanes
AK Ghosh, M Biswas
TEST 25 (3), 525-547, 2016
332016
Multiscale classification using nearest neighbor density estimates
AK Ghosh, P Chaudhuri, CA Murthy
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 36 …, 2006
322006
Multiscale Classification using Localized Spatial Depth
S Dutta, S Sarkar, AK Ghosh
Journal of Machine Learning Research, 2016
29*2016
High dimensional nearest neighbor classification based on mean absolute differences of inter-point distances
AK Pal, PK Mondal, AK Ghosh
Pattern Recognition Letters 74, 1-8, 2016
282016
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