Dr Pradeep Kumar

@manuu.edu.in

Professor, Department of Computer Science & Information Technology
Maulana Azad National Urdu University, Hyderabad



           

https://researchid.co/pradeepk

RESEARCH INTERESTS

Software Testing, Data Mining, Machine Learning

551

Scholar Citations

13

Scholar h-index

18

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • PD-ITS: Pothole Detection Using YOLO Variants for Intelligent Transport System
    M Omar, P Kumar
    SN Computer Science 5 (5), 552 2024

  • Multi-Class Classification of Brain Tumours: Leveraging VGG, InceptionV3, and DenseNet201 Transfer Learning
    N Fathima, P Kumar
    2024 IEEE International Students' Conference on Electrical, Electronics and 2024

  • Emotion Classification using Generative Pre-trained Embedding and Machine Learning
    G Pattun, P Kumar
    2023 IEEE International Conference on Machine Learning and Applied Network 2023

  • Understanding Intellectual Disability and Genetics with AI Perspective: A Text Mining Approach
    M Islam, A Wahid, P Kumar
    2023 IEEE International Conference on Machine Learning and Applied Network 2023

  • Spam Email Image Detection Using Convolution Neural Network and Convolutional Block Attention Module
    MA Jamal, P Kumar
    International Conference on Artificial Intelligence on Textile and Apparel, 1-13 2023

  • Machine Learning Approaches for Text Mining and Spam E-mail Filtering: Industry 4.0 Perspective
    P Kumar*, A Wahid, V Naganathan
    Artificial Intelligence and Data Science in Recommendation System: Current 2023

  • RECENT DEVELOPMENTS IN SOFT COMPUTING BASED TECHNIQUES FOR FEATURE SELECTION AND DISEASE CLASSIFICATION
    N Iqbal, P Kumar
    Suranaree Journal of Science & Technology 30 (2) 2023

  • From Data Science to Bioscience: Emerging era of bioinformatics applications, tools and challenges
    N Iqbal, P Kumar
    Procedia Computer Science 218, 1516-1528 2023

  • Handwritten Digit Recognition using Ensemble learning techniques: A Comparative performance Analysis
    S Afreen, P Kumar
    2022 4th International Conference on Advances in Computing, Communication 2022

  • Detection of Two-Wheeler Traffic Rule Violation Using Deep Learning
    M Arshad, P Kumar
    2022 IEEE World Conference on Applied Intelligence and Computing (AIC), 109-114 2022

  • Integrated COVID-19 predictor: Differential expression analysis to reveal potential biomarkers and prediction of coronavirus using RNA-Seq profile data
    N Iqbal, P Kumar
    Computers in Biology and Medicine 147, 105684 2022

  • Software component reusability prediction using extra tree classifier and enhanced Harris hawks optimization algorithm
    P Kumar, SN Singh, S Dawra
    International Journal of System Assurance Engineering and Management 13 (2 2022

  • Research Article An Intelligent and Reliable Hyperparameter Optimization Machine Learning Model for Early Heart Disease Assessment Using Imperative Risk Attributes
    SI Ansarullah, SM Saif, SAB Andrabi, SH Kumhar, MM Kirmani, P Kumar
     2022

  • Significance of Visible Non‐Invasive Risk Attributes for the Initial Prediction of Heart Disease Using Different Machine Learning Techniques
    SI Ansarullah, SM Saif, P Kumar, MM Kirmani
    Computational intelligence and neuroscience 2022 (1), 9580896 2022

  • Coronavirus Disease Predictor: An RNA-Seq based pipeline for dimension reduction and prediction of COVID-19
    N Iqbal, P Kumar
    Journal of Physics: Conference Series 2089 (1), 012025 2021

  • Social Media Analysis for Sentiment Classification Using Gradient Boosting Machines
    Kumar, P., Wahid, A.
    Proceedings of International Conference on Communication and Computational 2021

  • Security-enhanced SDN controller based Kerberos authentication protocol
    H Mutaher, P Kumar
    2021 11th International Conference on Cloud Computing, Data Science 2021

  • Proceedings of 2nd National Conference on CMDSA (NC-CMDSA2021)
    P Kumar, A Wahid
    National Conference on Computational Methods, Data Science & Applications 2021

  • Image Features Selection Based on Computer Vision Techniques to Detect Potholes for Intelligent Transport System
    M Omar, P Kumar
    International Conference on Information Science and Communications 2021

  • ZKPAUTH: An authentication scheme based zero-knowledge proof for software defined network
    H Mutaher, P Kumar
    Artificial Intelligence and Sustainable Computing for Smart City: First 2021

MOST CITED SCHOLAR PUBLICATIONS

  • Significance of Visible Non‐Invasive Risk Attributes for the Initial Prediction of Heart Disease Using Different Machine Learning Techniques
    SI Ansarullah, SM Saif, P Kumar, MM Kirmani
    Computational intelligence and neuroscience 2022 (1), 9580896 2022
    Citations: 53

  • Prediction of software reliability using feed forward neural networks
    Y Singh, P Kumar
    2010 International Conference on Computational Intelligence and Software 2010
    Citations: 47

  • A Systematic Literature Review on Cardiovascular Disorder Identification using Knowledge Mining and Machine Learning Methods
    SI Ansarullah, P Kumar
    International Journal of Recent Technology and Engineering 7 (6S), 2277-3878 2019
    Citations: 42

  • Application of feed-forward neural networks for software reliability prediction
    Y Singh, P Kumar
    ACM SIGSOFT Software Engineering Notes 35 (5), 1-6 2010
    Citations: 40

  • Performance Analysis of Classification Algorithms in Predicting Diabetes.
    M Nabi, A Wahid, P Kumar
    International Journal of Advanced Research in Computer Science 8 (3) 2017
    Citations: 39

  • An empirical study of software reliability prediction using machine learning techniques
    P Kumar, Y Singh
    International Journal of System Assurance Engineering and Management 3 (3 2012
    Citations: 31

  • Detection of roads potholes using YOLOv4
    M Omar, P Kumar
    2020 International Conference on Information Science and Communications 2020
    Citations: 29

  • Integrated COVID-19 predictor: Differential expression analysis to reveal potential biomarkers and prediction of coronavirus using RNA-Seq profile data
    N Iqbal, P Kumar
    Computers in Biology and Medicine 147, 105684 2022
    Citations: 18

  • A software reliability growth model for three-tier client server system
    P Kumar, Y Singh
    International Journal of Computer Applications 1 (13), 9-13 2010
    Citations: 17

  • From Data Science to Bioscience: Emerging era of bioinformatics applications, tools and challenges
    N Iqbal, P Kumar
    Procedia Computer Science 218, 1516-1528 2023
    Citations: 16

  • Software component reusability prediction using extra tree classifier and enhanced Harris hawks optimization algorithm
    P Kumar, SN Singh, S Dawra
    International Journal of System Assurance Engineering and Management 13 (2 2022
    Citations: 16

  • Security-enhanced SDN controller based Kerberos authentication protocol
    H Mutaher, P Kumar
    2021 11th International Conference on Cloud Computing, Data Science 2021
    Citations: 14

  • Heart Disease Prediction System using Data Mining Techniques: A Study
    SI Ansarullah, P Kumar, A Wahid, MM Kirmani
    International Research Journal of Engineering and Technology 3 (8), 1375-1381 2016
    Citations: 14

  • Ubiquitous machine learning and its applications
    P Kumar, A Tiwari
    IGI Global 2017
    Citations: 13

  • Reliable AODV Protocol for Wireless Ad-hoc Networking
    A Perti, P Sharma
    Proceedings of IEEE International Advance Computing Conference (IACC’09 2009
    Citations: 13

  • Predictive analytics for spam email classification using machine learning techniques
    P Kumar
    Int. J. Computer Applications in Technology 64 (3), 282-296 2020
    Citations: 12

  • An Efficient Zero-Knowledge Proof Based Identification Scheme for Securing Software Defined Network
    H Mutaher, P Kumar
    Scalable Computing: Practice and Experience 20 (1), 181-189 2019
    Citations: 11

  • Determination of software release instant of three-tier client server software system
    Y Singh, P Kumar
    International Journal of Software Engineering 1 (3), 51-62 2010
    Citations: 11

  • A review on clustering techniques and their comparison
    W Sarada, P Kumar
    Int J Adv Res Comput Eng Technol 2, 2806-12 2013
    Citations: 9

  • OPENFLOW CONTROLLER-BASED SDN: SECURITY ISSUES AND COUNTERMEASURES.
    H Mutaher, P Kumar, A Wahid
    International Journal of Advanced Research in Computer Science 9 (1), 765-769 2018
    Citations: 8