Soham Sarkar

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 11

Top Topics

Crossover Operator

Image Thresholding

Top Venues

J. Mach. Learn. Res.

J. Comput. Graph. Stat.

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)
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)
Soham Sarkar, Swagatam Das, Sheli Sinha Chaudhuri
Multi-level thresholding with a decomposition-based multi-objective evolutionary algorithm for segmenting natural and medical images. Appl. Soft Comput. 50 (2017)
Enakshi Saha, Soham Sarkar, Anil Kumar Ghosh
Some high-dimensional one-sample tests based on functions of interpoint distances. J. Multivar. Anal. 161 (2017)
Subhajit Dutta, Soham Sarkar, Anil Kumar Ghosh
Multi-scale Classification using Localized Spatial Depth. J. Mach. Learn. Res. 17 (2016)
Soham Sarkar, Swagatam Das, Sheli Sinha Chaudhuri
Hyper-spectral image segmentation using Rényi entropy based multi-level thresholding aided with differential evolution. Expert Syst. Appl. 50 (2016)
Soham Sarkar, Swagatam Das, Sheli Sinha Chaudhuri
A multilevel color image thresholding scheme based on minimum cross entropy and differential evolution. Pattern Recognit. Lett. 54 (2015)
Soham Sarkar, Sujoy Paul, Ritambhar Burman, Swagatam Das, Sheli Sinha Chaudhuri
A Fuzzy Entropy Based Multi-Level Image Thresholding Using Differential Evolution. SEMCCO (2014)
Soham Sarkar, Swagatam Das, Sujoy Paul, S. Polley, Ritambhar Burman, Sheli Sinha Chaudhuri
Multi-level image segmentation based on fuzzy - Tsallis entropy and differential evolution. FUZZ-IEEE (2013)
Ren Ye, Ponnuthurai N. Suganthan, Narasimalu Srikanth, Soham Sarkar
A hybrid ARIMA-DENFIS method for wind speed forecasting. FUZZ-IEEE (2013)
Soham Sarkar, Swagatam Das
Multilevel Image Thresholding Based on 2D Histogram and Maximum Tsallis Entropy - A Differential Evolution Approach. IEEE Trans. Image Process. 22 (12) (2013)
Soham Sarkar, Gyana Ranjan Patra, Swagatam Das, Sheli Sinha Chaudhuri
Fuzzy Clustering of Image Pixels with a Fitness-Based Adaptive Differential Evolution. SEMCCO (1) (2013)
M. Singha, Soham Sarkar, S. Mitra, Arunanshu S. Kuar
Grey-based Taguchi method for optimisation of multiple characteristics in electrochemical deburring process. Int. J. Manuf. Technol. Manag. 26 (1/2/3/4) (2012)
Soham Sarkar, Swagatam Das, Sheli Sinha Chaudhuri
Multilevel Image Thresholding Based on Tsallis Entropy and Differential Evolution. SEMCCO (2012)
Soham Sarkar, Gyana Ranjan Patra, Swagatam Das
A Differential Evolution Based Approach for Multilevel Image Segmentation Using Minimum Cross Entropy Thresholding. SEMCCO (1) (2011)
Goutam Paul, Mitun Das, S. Ghatak, Soham Sarkar, Nagahanumaiah, S. Mitra
Investigation on the effect of spark gap in dry µ-electro discharge machining of SiC-10BN nano-composite. Int. J. Manuf. Technol. Manag. 24 (1/2/3/4) (2011)
Soham Sarkar, Swagatam Das
A Hybrid Particle Swarm with Differential Evolution Operator Approach (DEPSO) for Linear Array Synthesis. SEMCCO (2010)
Soham Sarkar, S. Mitra, B. Bhattacharyya
Wire electrical discharge machining of gamma titanium aluminide for optimum process criteria yield in single pass cutting operation. Int. J. Manuf. Technol. Manag. 7 (2/3/4) (2005)