Dr Pradeep Kumar

Verified email at manuu.edu.in

Associate 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

260

Scholar Citations

10

Scholar h-index

10

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • An in vitro investigation of the sealing ability of biodentine and mineral trioxide aggregate as retrofilling materials after the use of various irrigating solutions
    S Gowri, N Jayasheelan, SM Kutty, P Kumar, D Shetty, K Banu
    Journal of Pharmacy And Bioallied Sciences 14 (5), 563 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, 105684 2022

  • An Intelligent and Reliable Hyperparameter Optimization Machine Learning Model for Early Heart Disease Assessment Using Imperative Risk Attributes
    SI Ansarullah, S Mohsin Saif, S Abdul Basit Andrabi, SH Kumhar, ...
    Journal of healthcare engineering 2022 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 2022

  • Risk Management for e-Commerce Supply Chain Network Using Robust Optimization Approach: A Case Study
    S Singh, P Kumar, M Bhandari, G Soni
    Recent Advances in Manufacturing, Automation, Design and Energy Technologies 2022

  • Multifaceted 3D-QSAR analysis for the identification of pharmacophoric features of biphenyl analogues as aromatase inhibitors
    L Banjare, Y Singh, SK Verma, AK Singh, P Kumar, S Kumar, AK Jain, ...
    Journal of Biomolecular Structure and Dynamics, 1-20 2021

  • 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

  • ZKPAUTH: An Authentication Scheme Based Zero-Knowledge Proof for Software Defined Network
    H Mutaher, P Kumar
    International Conference on Artificial Intelligence and Sustainable 2021

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

  • Suppliers Selection Using Fuzzy AHP and Fuzzy TOPSIS Method—A Case Study of a Bearing Manufacturing Company
    R Karwal, P Kumar, M Bhandari, ML Mittal
    Communication and Intelligent Systems, 275-288 2021

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

  • Detection of roads potholes using yolov4
    M Omar, P Kumar
    2020 International Conference on Information Science and Communications 2020

  • A Framework for the RNA-Seq Based Classification and Prediction of Disease
    N Iqbal, P Kumar
    Lecture Notes in Electrical Engineering 601; International Conference on 2020

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

  • 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

  • Entity Authentication
    H Mutaher, P Kumar
    Emerging Security Algorithms and Techniques, 213-224 2019

  • 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

  • I-NFG: An integrated neuro-fuzzy-genetic based soft computing techniques for feature selection and disease prediction using gene expression
    N Iqbal, P Kumar
    Journal of Applied Computing 4 (1), 1-8 2019

  • Performance and Evaluation of Heart Disease Risk Assessment Model using Machine Learning Classification Techniques
    SI Ansarullah, P Kumar
    Journal of Advanced Research in Dynamical and Control System 10 (Special 2018

MOST CITED SCHOLAR PUBLICATIONS

  • Prediction of software reliability using feed forward neural networks
    Y Singh, P Kumar
    2010 International Conference on Computational Intelligence and Software 2010
    Citations: 40

  • 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: 34

  • 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: 31

  • 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: 22

  • 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: 18

  • 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: 15

  • Reliable AODV Protocol for Wireless Ad-hoc Networking
    A Perti, P Sharma
    Proceedings of IEEE International Advance Computing Conference (IACC’09 2009
    Citations: 12

  • 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: 11

  • Ubiquitous machine learning and its applications
    P Kumar, A Tiwari
    IGI Global 2017
    Citations: 10

  • 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: 10

  • 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: 7

  • Assessment of software testing time using soft computing techniques
    P Kumar, Y Singh
    ACM SIGSOFT Software Engineering Notes 37 (1), 1-6 2012
    Citations: 5

  • Detection of roads potholes using yolov4
    M Omar, P Kumar
    2020 International Conference on Information Science and Communications 2020
    Citations: 4

  • Predictive analytics for spam email classification using machine learning techniques
    P Kumar
    Int. J. Computer Applications in Technology 64 (3), 282-296 2020
    Citations: 4

  • 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: 4

  • Comparative analysis of software reliability predictions using statistical and machine learning methods
    P Kumar, Y Singh
    International Journal of Intelligent Systems Technologies and Applications 2013
    Citations: 4

  • A Framework for the RNA-Seq Based Classification and Prediction of Disease
    N Iqbal, P Kumar
    Lecture Notes in Electrical Engineering 601; International Conference on 2020
    Citations: 3

  • IOT security through Machine Learning and homographic encryption technique
    MS Alam, D Husain, S Naqvi, P Kumar
    International Conference on New Trends in Engineering & Technology (ICNTET 2018
    Citations: 3

  • Performance Evaluation of Data Mining Techniques for Predicting Software Reliability
    P Kumar, A Wahid
    International Journal of Computer, Electrical, Automation, Control and 2015
    Citations: 3

  • Effect of bio-inoculants and graded level of fertilizers on growth, yield and nutrient uptake in cauliflower (Brassica oleracea L. Var. Botrytis L.)
    A Sharma, P Kumar, DK Parmar, Y Singh, KC Sharma
    Vegetable Science 36 (3s), 344-348 2009
    Citations: 3