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2020 – today
- 2024
[j69]Rajdeep Bhadra, Pawan Kumar Singh, Mufti Mahmud:
HyEpiSeiD: a hybrid convolutional neural network and gated recurrent unit model for epileptic seizure detection from electroencephalogram signals. Brain Informatics 11(1): 21 (2024)- [j68]Trishita Dhara
, Pawan Kumar Singh, Mufti Mahmud:
A Fuzzy Ensemble-Based Deep learning Model for EEG-Based Emotion Recognition. Cogn. Comput. 16(3): 1364-1378 (2024) - [j67]Pawan Kumar Singh, Ram Sarkar, Vikrant Bhateja, Mita Nasipuri:
A comprehensive handwritten Indic script recognition system: a tree-based approach. J. Ambient Intell. Humaniz. Comput. 15(1): 943-960 (2024) - [j66]Charanjeet Singh, Pawan Kumar Singh:
Transmit antenna selection in M-MIMO system using metaheuristic aided model. J. High Speed Networks 30(2): 221-238 (2024) - [j65]Soumyajit Gayen, Sourajit Maity, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar:
Two decades of vehicle make and model recognition - Survey, challenges and future directions. J. King Saud Univ. Comput. Inf. Sci. 36(1): 101885 (2024) - [j64]Sourajit Maity, Debam Saha, Pawan Kumar Singh, Ram Sarkar:
JUIVCDv1: development of a still-image based dataset for indian vehicle classification. Multim. Tools Appl. 83(28): 71379-71406 (2024) - 2023
- [j63]Dmitrii I. Kaplun, Mikhail Bogachev, Pawan Kumar Singh, Ram Sarkar:
Editorial: Bringing together data- and knowledge-driven solutions for a better understanding and effective diagnostics of neurological disorders. Frontiers Neuroinformatics 17 (2023) - [j62]Mainak Biswas, Saif Rahaman, Ali Ahmadian, Kamalularifin Subari, Pawan Kumar Singh:
Automatic spoken language identification using MFCC based time series features. Multim. Tools Appl. 82(7): 9565-9595 (2023) - [j61]Soham Chattopadhyay, Arijit Dey, Pawan Kumar Singh, Ali Ahmadian, Ram Sarkar:
A feature selection model for speech emotion recognition using clustering-based population generation with hybrid of equilibrium optimizer and atom search optimization algorithm. Multim. Tools Appl. 82(7): 9693-9726 (2023) - [j60]Aritra Marik, Soumitri Chattopadhyay, Pawan Kumar Singh:
A hybrid deep feature selection framework for emotion recognition from human speeches. Multim. Tools Appl. 82(8): 11461-11487 (2023) - [j59]Avirup Bhattacharyya, Avigyan Bhattacharya, Sourajit Maity, Pawan Kumar Singh, Ram Sarkar:
JUVDsi v1: developing and benchmarking a new still image database in Indian scenario for automatic vehicle detection. Multim. Tools Appl. 82(21): 32883-32915 (2023) - 2022
- [j58]Karam Kumar Sahoo, Ridam Hazra, Muhammad Fazal Ijaz, SeongKi Kim, Pawan Kumar Singh, Mufti Mahmud:
MIC_FuzzyNET: Fuzzy Integral Based Ensemble for Automatic Classification of Musical Instruments From Audio Signals. IEEE Access 10: 100797-100811 (2022) - [j57]Avinandan Banerjee, Arya Sarkar, Sayantan Roy, Pawan Kumar Singh, Ram Sarkar:
COVID-19 chest X-ray detection through blending ensemble of CNN snapshots. Biomed. Signal Process. Control. 78: 104000 (2022) - [j56]Soham Chattopadhyay, Arijit Dey, Pawan Kumar Singh, Ram Sarkar:
DRDA-Net: Dense residual dual-shuffle attention network for breast cancer classification using histopathological images. Comput. Biol. Medicine 145: 105437 (2022) - [j55]Soham Chattopadhyay, Arijit Dey, Pawan Kumar Singh, Diego Oliva, Erik Cuevas, Ram Sarkar:
MTRRE-Net: A deep learning model for detection of breast cancer from histopathological images. Comput. Biol. Medicine 150: 106155 (2022) - [j54]Arya Sarkar, Avinandan Banerjee, Pawan Kumar Singh, Ram Sarkar:
3D Human Action Recognition: Through the eyes of researchers. Expert Syst. Appl. 193: 116424 (2022) - [j53]Soumitri Chattopadhyay, Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar:
Pneumonia detection from lung X-ray images using local search aided sine cosine algorithm based deep feature selection method. Int. J. Intell. Syst. 37(7): 3777-3814 (2022) - [j52]Rohit Kundu, Pawan Kumar Singh, Massimiliano Ferrara, Ali Ahmadian, Ram Sarkar:
ET-NET: an ensemble of transfer learning models for prediction of COVID-19 infection through chest CT-scan images. Multim. Tools Appl. 81(1): 31-50 (2022) - [j51]Avishek Garain, Biswarup Ray, Fabio Giampaolo, Juan D. Velásquez, Pawan Kumar Singh, Ram Sarkar:
GRaNN: feature selection with golden ratio-aided neural network for emotion, gender and speaker identification from voice signals. Neural Comput. Appl. 34(17): 14463-14486 (2022) - [j50]Avinandan Banerjee, Sayantan Roy, Rohit Kundu, Pawan Kumar Singh, Vikrant Bhateja, Ram Sarkar:
An ensemble approach for still image-based human action recognition. Neural Comput. Appl. 34(21): 19269-19282 (2022) - [j49]Sahil Ahuja, Nitin Arvind Shelke, Pawan Kumar Singh:
A deep learning framework using CNN and stacked Bi-GRU for COVID-19 predictions in India. Signal Image Video Process. 16(3): 579-586 (2022) - [j48]Pawan Kumar Singh, Ram Sarkar, Ajith Abraham, Mita Nasipuri:
A Case Study on Handwritten Indic Script Classification: Benchmarking of the Results at Page, Block, Text-line, and Word Levels. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21(2): 32:1-32:36 (2022) - [j47]Kusum Dalal, Tejbir Singh, Pawan Kumar Singh:
A Low Profile Ultra-Wideband Antenna Design with Reconfigurable Notch-Bands for Wideband and Narrowband Applications. Wirel. Pers. Commun. 125(2): 1405-1423 (2022) - 2021
- [j46]Avishek Garain, Biswarup Ray, Pawan Kumar Singh, Ali Ahmadian, Norazak Senu, Ram Sarkar:
GRA_Net: A Deep Learning Model for Classification of Age and Gender From Facial Images. IEEE Access 9: 85672-85689 (2021) - [j45]Karam Kumar Sahoo, Ishan Dutta, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh:
TLEFuzzyNet: Fuzzy Rank-Based Ensemble of Transfer Learning Models for Emotion Recognition From Human Speeches. IEEE Access 9: 166518-166530 (2021) - [j44]Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar:
COVID-19 detection from lung CT-Scans using a fuzzy integral-based CNN ensemble. Comput. Biol. Medicine 138: 104895 (2021) - [j43]Pawan Kumar Singh, Iman Chatterjee, Ram Sarkar, Elisa H. Barney Smith, Mita Nasipuri:
A new feature extraction approach for script invariant handwritten numeral recognition. Expert Syst. J. Knowl. Eng. 38(6) (2021) - [j42]Avishek Garain, Pawan Kumar Singh, Ram Sarkar:
FuzzyGCP: A deep learning architecture for automatic spoken language identification from speech signals. Expert Syst. Appl. 168: 114416 (2021) - [j41]Neelotpal Chakraborty, Agneet Chatterjee, Pawan Kumar Singh, Ayatullah Faruk Mollah, Ram Sarkar:
Application of daisy descriptor for language identification in the wild. Multim. Tools Appl. 80(1): 323-344 (2021) - [j40]Dibyajyoti Dhar, Avishek Garain, Pawan Kumar Singh, Ram Sarkar:
HP_DocPres: a method for classifying printed and handwritten texts in doctor's prescription. Multim. Tools Appl. 80(7): 9779-9812 (2021) - [j39]Saikat Chakraborty, Riktim Mondal, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee:
Transfer learning with fine tuning for human action recognition from still images. Multim. Tools Appl. 80(13): 20547-20578 (2021) - [j38]Ritam Guha, Hussain Ali Khan, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee:
CGA: a new feature selection model for visual human action recognition. Neural Comput. Appl. 33(10): 5267-5286 (2021) - [j37]Rukhshanda Hussain, Yash Karbhari, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh, Ram Sarkar:
Revise-Net: Exploiting Reverse Attention Mechanism for Salient Object Detection. Remote. Sens. 13(23): 4941 (2021) - [j36]Subhranil Kundu, Samir Malakar, Zong Woo Geem, Yoon Young Moon, Pawan Kumar Singh, Ram Sarkar:
Hough Transform-Based Angular Features for Learning-Free Handwritten Keyword Spotting. Sensors 21(14): 4648 (2021) - [j35]Moumita Mandal, Pawan Kumar Singh, Muhammad Fazal Ijaz, Jana Shafi, Ram Sarkar:
A Tri-Stage Wrapper-Filter Feature Selection Framework for Disease Classification. Sensors 21(16): 5571 (2021) - [j34]Avinandan Banerjee, Pawan Kumar Singh, Ram Sarkar:
Fuzzy Integral-Based CNN Classifier Fusion for 3D Skeleton Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 31(6): 2206-2216 (2021) - [j33]Soulib Ghosh, Agneet Chatterjee, Pawan Kumar Singh, Showmik Bhowmik, Ram Sarkar:
Language-invariant novel feature descriptors for handwritten numeral recognition. Vis. Comput. 37(7): 1781-1803 (2021) - [d1]Avishek Garain, Dibyajyoti Dhar, Pawan Kumar Singh, Ram Sarkar:
Dataset for classification of handwritten and printed text in a Doctor's prescription. IEEE DataPort, 2021
- 2020
- [j32]Bitanu Chatterjee, Trinav Bhattacharyya, Kushal Kanti Ghosh, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar:
Late Acceptance Hill Climbing Based Social Ski Driver Algorithm for Feature Selection. IEEE Access 8: 75393-75408 (2020) - [j31]Kushal Kanti Ghosh, Shameem Ahmed, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar:
Improved Binary Sailfish Optimizer Based on Adaptive β-Hill Climbing for Feature Selection. IEEE Access 8: 83548-83560 (2020) - [j30]Kushal Kanti Ghosh, Pawan Kumar Singh, Junhee Hong, Zong Woo Geem, Ram Sarkar:
Binary Social Mimic Optimization Algorithm With X-Shaped Transfer Function for Feature Selection. IEEE Access 8: 97890-97906 (2020) - [j29]Shameem Ahmed, Kushal Kanti Ghosh, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar:
Hybrid of Harmony Search Algorithm and Ring Theory-Based Evolutionary Algorithm for Feature Selection. IEEE Access 8: 102629-102645 (2020) - [j28]Khalid Hassan Sheikh, Shameem Ahmed, Krishnendu Mukhopadhyay, Pawan Kumar Singh, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar:
EHHM: Electrical Harmony Based Hybrid Meta-Heuristic for Feature Selection. IEEE Access 8: 158125-158141 (2020) - [j27]Aankit Das, Samarpan Guha, Pawan Kumar Singh, Ali Ahmadian, Norazak Senu, Ram Sarkar:
A Hybrid Meta-Heuristic Feature Selection Method for Identification of Indian Spoken Languages From Audio Signals. IEEE Access 8: 181432-181449 (2020) - [j26]Samarpan Guha, Aankit Das, Pawan Kumar Singh, Ali Ahmadian, Norazak Senu, Ram Sarkar:
Hybrid Feature Selection Method Based on Harmony Search and Naked Mole-Rat Algorithms for Spoken Language Identification From Audio Signals. IEEE Access 8: 182868-182887 (2020) - [j25]Trinav Bhattacharyya, Bitanu Chatterjee, Pawan Kumar Singh, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar:
Mayfly in Harmony: A New Hybrid Meta-Heuristic Feature Selection Algorithm. IEEE Access 8: 195929-195945 (2020) - [j24]Arijit Dey, Soham Chattopadhyay, Pawan Kumar Singh, Ali Ahmadian, Massimiliano Ferrara, Ram Sarkar:
A Hybrid Meta-Heuristic Feature Selection Method Using Golden Ratio and Equilibrium Optimization Algorithms for Speech Emotion Recognition. IEEE Access 8: 200953-200970 (2020) - [j23]Anirban Mukhopadhyay, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Handwritten Indic Script Recognition Based on the Dempster-Shafer Theory of Evidence. J. Intell. Syst. 29(1): 264-282 (2020) - [j22]Ritam Guha, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
M-HMOGA: A New Multi-Objective Feature Selection Algorithm for Handwritten Numeral Classification. J. Intell. Syst. 29(1): 1453-1467 (2020) - [j21]Debadyuti Mukherjee, Riktim Mondal, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee:
EnsemConvNet: a deep learning approach for human activity recognition using smartphone sensors for healthcare applications. Multim. Tools Appl. 79(41-42): 31663-31690 (2020) - [j20]Soumyadeep Kundu, Sayantan Paul, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Understanding NFC-Net: a deep learning approach to word-level handwritten Indic script recognition. Neural Comput. Appl. 32(12): 7879-7895 (2020) - [i8]Ritam Guha, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
A Hybrid Swarm and Gravitation based feature selection algorithm for Handwritten Indic Script Classification problem. CoRR abs/2005.04596 (2020) - [i7]Pawan Kumar Singh, Iman Chatterjee, Ram Sarkar, Mita Nasipuri:
Handwritten Script Identification from Text Lines. CoRR abs/2009.07433 (2020) - [i6]Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri:
A New Approach for Texture based Script Identification At Block Level using Quad Tree Decomposition. CoRR abs/2009.07435 (2020) - [i5]Pawan Kumar Singh, Shubham Sinha, Sagnik Pal Chowdhury, Ram Sarkar, Mita Nasipuri:
Word Segmentation from Unconstrained Handwritten Bangla Document Images using Distance Transform. CoRR abs/2009.08037 (2020)
2010 – 2019
- 2019
- [j19]Iman Chatterjee, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
A clustering-based feature selection framework for handwritten Indic script classification. Expert Syst. J. Knowl. Eng. 36(6) (2019) - [j18]Manosij Ghosh, Ritam Guha, Pawan Kumar Singh, Vikrant Bhateja, Ram Sarkar:
A histogram based fuzzy ensemble technique for feature selection. Evol. Intell. 12(4): 713-724 (2019) - [j17]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Indic script identification from handwritten document images. Int. J. Intell. Syst. Technol. Appl. 18(3): 303-321 (2019) - [c9]Sukrit Bhattacharya, Vaibhav Shaw, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee:
SV-NET: A Deep Learning Approach to Video Based Human Activity Recognition. SoCPaR 2019: 10-20 - [i4]Pawan Kumar Singh, Yadunath Gupta, Nilpa Jha, Aruna Rajan:
Fashion Retail: Forecasting Demand for New Items. CoRR abs/1907.01960 (2019) - 2018
- [j16]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Correlation-based classifier combination in the field of pattern recognition. Comput. Intell. 34(3): 839-874 (2018) - [j15]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
A comprehensive survey on Bangla handwritten numeral recognition. Int. J. Appl. Pattern Recognit. 5(1): 55-71 (2018) - [j14]Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri:
Script invariant handwritten digit recognition using a simple feature descriptor. Int. J. Comput. Vis. Robotics 8(5): 543-560 (2018) - [j13]Anirban Mukhopadhyay, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
A Study of Different Classifier Combination Approaches for Handwritten Indic Script Recognition. J. Imaging 4(2): 39 (2018) - [j12]Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri:
Feature Selection Using Harmony Search for Script Identification from Handwritten Document Images. J. Intell. Syst. 27(3): 465-488 (2018) - [j11]Pawan Kumar Singh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri:
Benchmark databases of handwritten Bangla-Roman and Devanagari-Roman mixed-script document images. Multim. Tools Appl. 77(7): 8441-8473 (2018) - [j10]Shibaprasad Sen, Ankan Bhattacharyya, Pawan Kumar Singh, Ram Sarkar, Kaushik Roy, David S. Doermann:
Application of Structural and Topological Features to Recognize Online Handwritten Bangla Characters. ACM Trans. Asian Low Resour. Lang. Inf. Process. 17(3): 20:1-20:16 (2018) - [j9]Tejbir Singh, Kuwar Arif Ali, Heena Chaudhary, D. R. Phalswal, Vishant Gahlaut, Pawan Kumar Singh:
Design and Analysis of Reconfigurable Microstrip Antenna for Cognitive Radio Applications. Wirel. Pers. Commun. 98(2): 2163-2185 (2018) - [i3]Aniket Jain, Yadunath Gupta, Pawan Kumar Singh, Aruna Rajan:
Understanding Fashionability: What drives sales of a style? CoRR abs/1806.11424 (2018) - [i2]Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri:
Recognition of Offline Handwritten Devanagari Numerals using Regional Weighted Run Length Features. CoRR abs/1806.11517 (2018) - 2017
- [i1]Supratim Das, Pawan Kumar Singh, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri:
A Harmony Search Based Wrapper Feature Selection Method for Holistic Bangla word Recognition. CoRR abs/1707.08398 (2017) - 2016
- [j8]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
A Study of Moment Based Features on Handwritten Digit Recognition. Appl. Comput. Intell. Soft Comput. 2016: 2796863:1-2796863:17 (2016) - [j7]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Significance of non-parametric statistical tests for comparison of classifiers over multiple datasets. Int. J. Comput. Sci. Math. 7(5): 410-442 (2016) - [j6]Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri:
Line Parameter based Word-Level Indic Script Identification System. Int. J. Comput. Vis. Image Process. 6(2): 18-41 (2016) - [c8]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Statistical Textural Features for Text-Line Level Handwritten Indic Script Identification. ACSS (2) 2016: 139-151 - [c7]Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri:
Handwritten Mixed-Script Recognition System: A Comprehensive Approach. FICTA (1) 2016: 787-795 - 2015
- [j5]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Offline Script Identification from multilingual Indic-script documents: A state-of-the-art. Comput. Sci. Rev. 15: 1-28 (2015) - [j4]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Statistical validation of multiple classifiers over multiple datasets in the field of pattern recognition. Int. J. Appl. Pattern Recognit. 2(1): 1-23 (2015) - [j3]Pawan Kumar Singh, Ram Sarkar:
A simple and effective expert system for schizophrenia detection. Int. J. Intell. Syst. Technol. Appl. 14(1): 27-49 (2015) - [j2]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
Word-Level Script Identification Using Texture Based Features. Int. J. Syst. Dyn. Appl. 4(2): 74-94 (2015) - [c6]Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri, David S. Doermann:
Word-level script identification for handwritten Indic scripts. ICDAR 2015: 1106-1110 - [c5]Pawan Kumar Singh, Iman Chatterjee, Ram Sarkar:
Page-level handwritten script identification using modified log-Gabor filter based features. ReTIS 2015: 225-230 - 2014
- [j1]Pawan Kumar Singh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mita Nasipuri:
Statistical comparison of classifiers for script identification from multi-script handwritten documents. Int. J. Appl. Pattern Recognit. 1(2): 152-172 (2014) - [c4]Pawan Kumar Singh, Arafat Mondal, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri:
Word-Level Script Identification from Handwritten Multi-script Documents. FICTA (1) 2014: 551-558 - 2013
- [c3]Pawan Kumar Singh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mita Nasipuri:
Identification of Devnagari and Roman Scripts from Multi-script Handwritten Documents. PReMI 2013: 509-514 - [c2]Soumik Datta, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri:
A New Image Binarization Technique by Classifying Document Images. PReMI 2013: 539-544 - 2010
- [c1]Tanmoy Sarkar, Pawan Kumar Singh, Pradip Kumar Das, Nandini Mukherjee:
Secure Broadcast Using Random Keys in Wireless Sensor Networks. ICWN 2010: 173-176
Coauthor Index
[j67] [j65] [j64] [j63] [j61] [j59] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [j50] [j48] [j46] [j44] [j43] [j42] [j41] [j40] [j39] [j38] [j37] [j36] [j35] [j34] [j33] [d1] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [i8] [i7] [i6] [i5] [j19] [j18] [j17] [c9] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [i2] [i1] [j8] [j7] [j6] [c8] [c7] [j5] [j4] [j3] [j2] [c6] [c5] [j1] [c4] [c3] [c2]
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