Pawan Kumar Singh

84 papers A 1Journal 75Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FEST: a deep feature extraction and selection technique for human activity recognition based on smartphone sensor data. Multim. Tools Appl. Dipannyta Nandi, Pawan Kumar Singh, Chandreyee Chowdhury
2025	J	`jnl`	Exploring Dimensionality with Knowledge Distillation for Human Activity Recognition. Hum. Centric Intell. Syst. Dipannyta Nandi, Pawan Kumar Singh, Chandreyee Chowdhury
2025	J	`jnl`	SimSANet: a simple sequential attention-aided deep neural network for vehicle make and model recognition. Neural Comput. Appl. Soumyajit Gayen, Sourajit Maity, Pawan Kumar Singh, Ram Sarkar
2024	J	`jnl`	A Fuzzy Ensemble-Based Deep learning Model for EEG-Based Emotion Recognition. Cogn. Comput. Trishita Dhara, Pawan Kumar Singh, Mufti Mahmud
2024	J	`jnl`	A comprehensive handwritten Indic script recognition system: a tree-based approach. J. Ambient Intell. Humaniz. Comput. Pawan Kumar Singh, Ram Sarkar, Vikrant Bhateja, Mita Nasipuri
2024	J	`jnl`	Efficient Brain Tumor Classification Using Filter-Based Deep Feature Selection Methodology. SN Comput. Sci. Satrajit Kar, Utathya Aich, Pawan Kumar Singh
2024	J	`jnl`	HyEpiSeiD: a hybrid convolutional neural network and gated recurrent unit model for epileptic seizure detection from electroencephalogram signals. Brain Informatics Rajdeep Bhadra, Pawan Kumar Singh, Mufti Mahmud
2024	J	`jnl`	JUIVCDv1: development of a still-image based dataset for indian vehicle classification. Multim. Tools Appl. Sourajit Maity, Debam Saha, Pawan Kumar Singh, Ram Sarkar
2024	J	`jnl`	Two decades of vehicle make and model recognition - Survey, challenges and future directions. J. King Saud Univ. Comput. Inf. Sci. Soumyajit Gayen, Sourajit Maity, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar
2023	J	`jnl`	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. Soham Chattopadhyay, Arijit Dey, Pawan Kumar Singh, Ali Ahmadian, Ram Sarkar
2023	J	`jnl`	A hybrid deep feature selection framework for emotion recognition from human speeches. Multim. Tools Appl. Aritra Marik, Soumitri Chattopadhyay, Pawan Kumar Singh
2023	J	`jnl`	Automatic spoken language identification using MFCC based time series features. Multim. Tools Appl. Mainak Biswas, Saif Rahaman, Ali Ahmadian, Kamalularifin Subari, Pawan Kumar Singh
2023	J	`jnl`	Editorial: Bringing together data- and knowledge-driven solutions for a better understanding and effective diagnostics of neurological disorders. Frontiers Neuroinformatics Dmitrii I. Kaplun, Mikhail Bogachev, Pawan Kumar Singh, Ram Sarkar
2023	J	`jnl`	JUVDsi v1: developing and benchmarking a new still image database in Indian scenario for automatic vehicle detection. Multim. Tools Appl. Avirup Bhattacharyya, Avigyan Bhattacharya, Sourajit Maity, Pawan Kumar Singh, Ram Sarkar
2022	J	`jnl`	3D Human Action Recognition: Through the eyes of researchers. Expert Syst. Appl. Arya Sarkar, Avinandan Banerjee, Pawan Kumar Singh, Ram Sarkar
2022	J	`jnl`	A Case Study on Handwritten ACM Trans. Asian Low Resour. Lang. Inf. Process. Pawan Kumar Singh, Ram Sarkar, Ajith Abraham, Mita Nasipuri
2022	J	`jnl`	An ensemble approach for still image-based human action recognition. Neural Comput. Appl. Avinandan Banerjee, Sayantan Roy, Rohit Kundu, Pawan Kumar Singh, Vikrant Bhateja, Ram Sarkar
2022	J	`jnl`	COVID-19 chest X-ray detection through blending ensemble of CNN snapshots. Biomed. Signal Process. Control. Avinandan Banerjee, Arya Sarkar, Sayantan Roy, Pawan Kumar Singh, Ram Sarkar
2022	J	`jnl`	DRDA-Net: Dense residual dual-shuffle attention network for breast cancer classification using histopathological images. Comput. Biol. Medicine Soham Chattopadhyay, Arijit Dey, Pawan Kumar Singh, Ram Sarkar
2022	J	`jnl`	ET-NET: an ensemble of transfer learning models for prediction of COVID-19 infection through chest CT-scan images. Multim. Tools Appl. Rohit Kundu, Pawan Kumar Singh, Massimiliano Ferrara, Ali Ahmadian, Ram Sarkar
2022	J	`jnl`	GRaNN: feature selection with golden ratio-aided neural network for emotion, gender and speaker identification from voice signals. Neural Comput. Appl. Avishek Garain, Biswarup Ray, Fabio Giampaolo, Juan D. Velásquez, Pawan Kumar Singh, Ram Sarkar
2022	J	`jnl`	MIC_FuzzyNET: Fuzzy Integral Based Ensemble for Automatic Classification of Musical Instruments From Audio Signals. IEEE Access Karam Kumar Sahoo, Ridam Hazra, Muhammad Fazal Ijaz, SeongKi Kim, Pawan Kumar Singh, Mufti Mahmud
2022	J	`jnl`	MTRRE-Net: A deep learning model for detection of breast cancer from histopathological images. Comput. Biol. Medicine Soham Chattopadhyay, Arijit Dey, Pawan Kumar Singh, Diego Oliva, Erik Cuevas, Ram Sarkar
2022	J	`jnl`	Pneumonia detection from lung X-ray images using local search aided sine cosine algorithm based deep feature selection method. Int. J. Intell. Syst. Soumitri Chattopadhyay, Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar
2021	J	`jnl`	A Tri-Stage Wrapper-Filter Feature Selection Framework for Disease Classification. Sensors Moumita Mandal, Pawan Kumar Singh, Muhammad Fazal Ijaz, Jana Shafi, Ram Sarkar
2021	J	`jnl`	A new feature extraction approach for script invariant handwritten numeral recognition. Expert Syst. J. Knowl. Eng. Pawan Kumar Singh, Iman Chatterjee, Ram Sarkar, Elisa H. Barney Smith, Mita Nasipuri
2021	J	`jnl`	Application of daisy descriptor for language identification in the wild. Multim. Tools Appl. Neelotpal Chakraborty, Agneet Chatterjee, Pawan Kumar Singh, Ayatullah Faruk Mollah, Ram Sarkar
2021	J	`jnl`	CGA: a new feature selection model for visual human action recognition. Neural Comput. Appl. Ritam Guha, Hussain Ali Khan, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee
2021	J	`jnl`	COVID-19 detection from lung CT-Scans using a fuzzy integral-based CNN ensemble. Comput. Biol. Medicine Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar
2021	J	`jnl`	Fuzzy Integral-Based CNN Classifier Fusion for 3D Skeleton Action Recognition. IEEE Trans. Circuits Syst. Video Technol. Avinandan Banerjee, Pawan Kumar Singh, Ram Sarkar
2021	J	`jnl`	FuzzyGCP: A deep learning architecture for automatic spoken language identification from speech signals. Expert Syst. Appl. Avishek Garain, Pawan Kumar Singh, Ram Sarkar
2021	J	`jnl`	GRA_Net: A Deep Learning Model for Classification of Age and Gender From Facial Images. IEEE Access Avishek Garain, Biswarup Ray, Pawan Kumar Singh, Ali Ahmadian, Norazak Senu, Ram Sarkar
2021	J	`jnl`	HP_DocPres: a method for classifying printed and handwritten texts in doctor's prescription. Multim. Tools Appl. Dibyajyoti Dhar, Avishek Garain, Pawan Kumar Singh, Ram Sarkar
2021	J	`jnl`	Hough Transform-Based Angular Features for Learning-Free Handwritten Keyword Spotting. Sensors Subhranil Kundu, Samir Malakar, Zong Woo Geem, Yoon Young Moon, Pawan Kumar Singh, Ram Sarkar
2021	J	`jnl`	Language-invariant novel feature descriptors for handwritten numeral recognition. Vis. Comput. Soulib Ghosh, Agneet Chatterjee, Pawan Kumar Singh, Showmik Bhowmik, Ram Sarkar
2021	J	`jnl`	Revise-Net: Exploiting Reverse Attention Mechanism for Salient Object Detection. Remote. Sens. Rukhshanda Hussain, Yash Karbhari, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh, Ram Sarkar
2021	J	`jnl`	TLEFuzzyNet: Fuzzy Rank-Based Ensemble of Transfer Learning Models for Emotion Recognition From Human Speeches. IEEE Access Karam Kumar Sahoo, Ishan Dutta, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh
2021	J	`jnl`	Transfer learning with fine tuning for human action recognition from still images. Multim. Tools Appl. Saikat Chakraborty, Riktim Mondal, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee
2020	J	`jnl`	A Hybrid Meta-Heuristic Feature Selection Method Using Golden Ratio and Equilibrium Optimization Algorithms for Speech Emotion Recognition. IEEE Access Arijit Dey, Soham Chattopadhyay, Pawan Kumar Singh, Ali Ahmadian, Massimiliano Ferrara, Ram Sarkar
2020	J	`jnl`	A Hybrid Meta-Heuristic Feature Selection Method for Identification of Indian Spoken Languages From Audio Signals. IEEE Access Aankit Das, Samarpan Guha, Pawan Kumar Singh, Ali Ahmadian, Norazak Senu, Ram Sarkar
2020	J	`jnl`	A Hybrid Swarm and Gravitation based feature selection algorithm for Handwritten Indic Script Classification problem. CoRR Ritam Guha, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2020	J	`jnl`	A New Approach for Texture based Script Identification At Block Level using Quad Tree Decomposition. CoRR Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri
2020	J	`jnl`	Binary Social Mimic Optimization Algorithm With X-Shaped Transfer Function for Feature Selection. IEEE Access Kushal Kanti Ghosh, Pawan Kumar Singh, Junhee Hong, Zong Woo Geem, Ram Sarkar
2020	J	`jnl`	EHHM: Electrical Harmony Based Hybrid Meta-Heuristic for Feature Selection. IEEE Access Khalid Hassan Sheikh, Shameem Ahmed, Krishnendu Mukhopadhyay, Pawan Kumar Singh, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar
2020	J	`jnl`	EnsemConvNet: a deep learning approach for human activity recognition using smartphone sensors for healthcare applications. Multim. Tools Appl. Debadyuti Mukherjee, Riktim Mondal, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee
2020	J	`jnl`	Handwritten Indic Script Recognition Based on the Dempster-Shafer Theory of Evidence. J. Intell. Syst. Anirban Mukhopadhyay, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2020	J	`jnl`	Handwritten Script Identification from Text Lines. CoRR Pawan Kumar Singh, Iman Chatterjee, Ram Sarkar, Mita Nasipuri
2020	J	`jnl`	Hybrid Feature Selection Method Based on Harmony Search and Naked Mole-Rat Algorithms for Spoken Language Identification From Audio Signals. IEEE Access Samarpan Guha, Aankit Das, Pawan Kumar Singh, Ali Ahmadian, Norazak Senu, Ram Sarkar
2020	J	`jnl`	Hybrid of Harmony Search Algorithm and Ring Theory-Based Evolutionary Algorithm for Feature Selection. IEEE Access Shameem Ahmed, Kushal Kanti Ghosh, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar
2020	J	`jnl`	Improved Binary Sailfish Optimizer Based on Adaptive β-Hill Climbing for Feature Selection. IEEE Access Kushal Kanti Ghosh, Shameem Ahmed, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar
2020	J	`jnl`	Late Acceptance Hill Climbing Based Social Ski Driver Algorithm for Feature Selection. IEEE Access Bitanu Chatterjee, Trinav Bhattacharyya, Kushal Kanti Ghosh, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar
2020	J	`jnl`	M-HMOGA: A New Multi-Objective Feature Selection Algorithm for Handwritten Numeral Classification. J. Intell. Syst. Ritam Guha, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2020	J	`jnl`	Mayfly in Harmony: A New Hybrid Meta-Heuristic Feature Selection Algorithm. IEEE Access Trinav Bhattacharyya, Bitanu Chatterjee, Pawan Kumar Singh, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar
2020	J	`jnl`	Understanding NFC-Net: a deep learning approach to word-level handwritten Indic script recognition. Neural Comput. Appl. Soumyadeep Kundu, Sayantan Paul, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2020	J	`jnl`	Word Segmentation from Unconstrained Handwritten Bangla Document Images using Distance Transform. CoRR Pawan Kumar Singh, Shubham Sinha, Sagnik Pal Chowdhury, Ram Sarkar, Mita Nasipuri
2019	J	`jnl`	A clustering-based feature selection framework for handwritten Indic script classification. Expert Syst. J. Knowl. Eng. Iman Chatterjee, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2019	J	`jnl`	A histogram based fuzzy ensemble technique for feature selection. Evol. Intell. Manosij Ghosh, Ritam Guha, Pawan Kumar Singh, Vikrant Bhateja, Ram Sarkar
2019	—	`conf`	SV-NET: A Deep Learning Approach to Video Based Human Activity Recognition. SoCPaR Sukrit Bhattacharya, Vaibhav Shaw, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee
2018	J	`jnl`	A Study of Different Classifier Combination Approaches for Handwritten J. Imaging Anirban Mukhopadhyay, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2018	J	`jnl`	A comprehensive survey on Int. J. Appl. Pattern Recognit. Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2018	J	`jnl`	Application of Structural and Topological Features to Recognize Online Handwritten Bangla Characters. ACM Trans. Asian Low Resour. Lang. Inf. Process. Shibaprasad Sen, Ankan Bhattacharyya, Pawan Kumar Singh, Ram Sarkar, Kaushik Roy, David S. Doermann
2018	J	`jnl`	Benchmark databases of handwritten Bangla-Roman and Devanagari-Roman mixed-script document images. Multim. Tools Appl. Pawan Kumar Singh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri
2018	J	`jnl`	Correlation-based classifier combination in the field of pattern recognition. Comput. Intell. Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2018	J	`jnl`	Feature Selection Using Harmony Search for Script Identification from Handwritten Document Images. J. Intell. Syst. Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri
2018	J	`jnl`	Recognition of Offline Handwritten Devanagari Numerals using Regional Weighted Run Length Features. CoRR Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri
2018	J	`jnl`	Script invariant handwritten digit recognition using a simple feature descriptor. Int. J. Comput. Vis. Robotics Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri
2018	J	`jnl`	Understanding Fashionability: What drives sales of a style? CoRR Aniket Jain, Yadunath Gupta, Pawan Kumar Singh, Aruna Rajan
2017	J	`jnl`	A Harmony Search Based Wrapper Feature Selection Method for Holistic Bangla word Recognition. CoRR Supratim Das, Pawan Kumar Singh, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri
2016	J	`jnl`	A Study of Moment Based Features on Handwritten Digit Recognition. Appl. Comput. Intell. Soft Comput. Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2016	—	`conf`	Handwritten Mixed-Script Recognition System: A Comprehensive Approach. FICTA (1) Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri
2016	J	`jnl`	Line Parameter based Word-Level Indic Script Identification System. Int. J. Comput. Vis. Image Process. Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri
2016	J	`jnl`	Significance of non-parametric statistical tests for comparison of classifiers over multiple datasets. Int. J. Comput. Sci. Math. Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2016	—	`conf`	Statistical Textural Features for Text-Line Level Handwritten Indic Script Identification. ACSS (2) Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2015	J	`jnl`	A simple and effective expert system for schizophrenia detection. Int. J. Intell. Syst. Technol. Appl. Pawan Kumar Singh, Ram Sarkar
2015	J	`jnl`	Offline Script Identification from multilingual Indic-script documents: A state-of-the-art. Comput. Sci. Rev. Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2015	—	`conf`	Page-level handwritten script identification using modified log-Gabor filter based features. ReTIS Pawan Kumar Singh, Iman Chatterjee, Ram Sarkar
2015	J	`jnl`	Statistical validation of multiple classifiers over multiple datasets in the field of pattern recognition. Int. J. Appl. Pattern Recognit. Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2015	J	`jnl`	Word-Level Script Identification Using Texture Based Features. Int. J. Syst. Dyn. Appl. Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2015	A	`conf`	Word-level script identification for handwritten Indic scripts. ICDAR Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri, David S. Doermann
2014	J	`jnl`	Statistical comparison of classifiers for script identification from multi-script handwritten documents. Int. J. Appl. Pattern Recognit. Pawan Kumar Singh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mita Nasipuri
2014	—	`conf`	Word-Level Script Identification from Handwritten Multi-script Documents. FICTA (1) Pawan Kumar Singh, Arafat Mondal, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri
2013	—	`conf`	A New Image Binarization Technique by Classifying Document Images. PReMI Soumik Datta, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
2013	—	`conf`	Identification of Devnagari and Roman Scripts from Multi-script Handwritten Documents. PReMI Pawan Kumar Singh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mita Nasipuri
2010	—	`conf`	Secure Broadcast Using Random Keys in Wireless Sensor Networks. ICWN Tanmoy Sarkar, Pawan Kumar Singh, Pradip Kumar Das, Nandini Mukherjee