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

676

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

  • Conceptual Pipeline for Digitizing Handwritten Devanagari and Urdu Documents using Deep Learning
    P Kumar
    Available at SSRN 5189372 2025

  • 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

  • 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

  • Harvest Intelligence: An Ensemble ML Approach for Agricultural Crop Recommendations
    N Chaudhary, P Kumar
    International Conference on Cognitive and Intelligent Computing, 95-103 2024

  • 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

  • Forecasting Bitcoin Price in Indian Rupees Using Machine Learning Techniques
    K Siddique, P Kumar
    International Conference On Innovative Computing And Communication, 1-11 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

  • 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

MOST CITED SCHOLAR PUBLICATIONS