Dr Pradeep Kumar

@manuu.edu.in

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

Dr Pradeep Kumar


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https://researchid.co/pradeepk

RESEARCH INTERESTS

Software Testing, Data Mining, Machine Learning
702

Scholar Citations

15

Scholar h-index

22

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • MRI Image Classification for Brain Tumors Using Transfer Learning
    N Fathima, P Kumar
    International Conference on Data Analytics & Management, 459-472 , 2025
    2025
  • Conceptual Pipeline for Digitizing Handwritten Devanagari and Urdu Documents using Deep Learning
    P Kumar
    Available at SSRN 5189372 , 2025
    2025
    Citations: 1
  • Feature Engineering Trends in Text-Based Affective Computing: Rules to Advance Deep Learning Models
    G Pattun, P Kumar
    International Research Journal of Multidisciplinary Technovation 7 (2), 87-107 , 2025
    2025
    Citations: 2
  • Unmasking polycystic ovarian syndrome: harnessing deep learning in ultrasound imaging analysis
    N Fathima, P Kumar
    International Journal of Bioinformatics Research and Applications 21 (5 … , 2025
    2025
  • Harvest Intelligence: An Ensemble ML Approach for Agricultural Crop Recommendations
    N Chaudhary, P Kumar
    International Conference on Cognitive and Intelligent Computing, 95-103 , 2024
    2024
  • PD-ITS: Pothole Detection Using YOLO Variants for Intelligent Transport System
    M Omar, P Kumar
    SN Computer Science 5 (5), 552 , 2024
    2024
    Citations: 17
  • 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
    2024
    Citations: 5
  • Forecasting Bitcoin Price in Indian Rupees Using Machine Learning Techniques
    K Siddique, P Kumar
    International Conference On Innovative Computing And Communication, 1-11 , 2024
    2024
  • Corpus-Based Machine Translation for English to Low-Resource Language Using OpenNMT
    MP Quadri, P Kumar
    International Conference On Innovative Computing And Communication, 199-217 , 2024
    2024
    Citations: 2
  • 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
    2023
    Citations: 9
  • 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
    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
    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
    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
    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
    2023
    Citations: 44
  • 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
    2022
    Citations: 2
  • 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
    2022
    Citations: 10
  • 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
    2022
    Citations: 29
  • 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
    2022
    Citations: 22
  • 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

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
    2022
    Citations: 61
  • 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
    2019
    Citations: 50
  • Prediction of software reliability using feed forward neural networks
    Y Singh, P Kumar
    2010 International Conference on Computational Intelligence and Software … , 2010
    2010
    Citations: 49
  • Detection of roads potholes using YOLOv4
    M Omar, P Kumar
    2020 International Conference on Information Science and Communications … , 2020
    2020
    Citations: 46
  • From Data Science to Bioscience: Emerging era of bioinformatics applications, tools and challenges
    N Iqbal, P Kumar
    Procedia Computer Science 218, 1516-1528 , 2023
    2023
    Citations: 44
  • Application of feed-forward neural networks for software reliability prediction
    Y Singh, P Kumar
    ACM SIGSOFT Software Engineering Notes 35 (5), 1-6 , 2010
    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
    2017
    Citations: 36
  • 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
    2012
    Citations: 35
  • 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
    2022
    Citations: 29
  • 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
    2022
    Citations: 22
  • Security-enhanced SDN controller based Kerberos authentication protocol
    H Mutaher, P Kumar
    2021 11th International Conference on Cloud Computing, Data Science … , 2021
    2021
    Citations: 21
  • PD-ITS: Pothole Detection Using YOLO Variants for Intelligent Transport System
    M Omar, P Kumar
    SN Computer Science 5 (5), 552 , 2024
    2024
    Citations: 17
  • Predictive analytics for spam email classification using machine learning techniques
    P Kumar
    Int. J. Computer Applications in Technology 64 (3), 282-296 , 2020
    2020
    Citations: 17
  • 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
    2010
    Citations: 17
  • Ubiquitous machine learning and its applications
    P Kumar, A Tiwari
    IGI Global , 2017
    2017
    Citations: 16
  • 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
    2016
    Citations: 15
  • Reliable AODV Protocol for Wireless Ad-hoc Networking
    A Perti, P Sharma
    Proceedings of IEEE International Advance Computing Conference (IACC’09 … , 2009
    2009
    Citations: 14
  • 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
    2019
    Citations: 11
  • 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
    2018
    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
    2010
    Citations: 11