Research Papers Published
- "Review of Intrusion and Anomaly Detection Techniques" International Journal of Modern Engineering Research, 4(4): 1 -7 {ISSN: 2249-6645} Impact Factor=
- "Steganography Techniques: A Comparative Research Case Study" International Journal of Emerging Trends and Technologies in Computer Sciences, 4(3): 80 -86 {ISSN: 2278-6856} Impact Factor=
- "Mining Clinical Data for Diabetic Diagnosis" International Journal of Advance Foundation and Research in Computer (IJAFRC), 2(5): 140 -146 {ISSN: 2348–4853} Impact Factor=
- "Threat Mitigation Strategy in Information System using Intrusion Detection System: A General Classification Reviews" International Journal of Computer Applications, 115(10): 4 -8 {ISSN: 0975–8887} Impact Factor=
- "Integrity Model based Intrusion Detection System: A Practical Approach" International Journal of Computer Applications, 115(10): 9 -12 {ISSN: 0975–8887} Impact Factor=
- "Big Data: A Growing Tide not Hype" 3 Day International Conference on Advances in Computers, Communication and Electronic Engineering organized by Department of Electronics and Instrumentation Technology, University of Kashmir, Srinagar, J&K India, 1(1): 456 -459 Impact Factor=
- "A Review of Data Mining Literature" International Journal of Computer Science and Information Security, 14(11): 437 -442 {ISSN: 1947-5500} Impact Factor=
- "Challenges in Analysis and Assessment for University of Kashmir Examination System" ”, International Journal of Engineering
Management and Sciences, 0(0): 0 -0 {ISSN: 2348-3733} Impact Factor=
- "Challenges and Role of Information Communication Technology Practices in Modern Distance Education System" World Journal of Research and Review, 3(1): 74 -76 {ISSN: 2455-3956} Impact Factor=
- "Challenges in Analysis and Assessment for University of Kashmir Examination System" International Journal of Engineering Management and Sciences, 3(6): 18 -20 {ISSN: 2348-3733} Impact Factor=
- "Empowering Economy Through ICT: A Case Study of Kashmir Valley" International Journal of New Technology and Research, 2(6): 113 -115 {ISSN: 2454-4116} Impact Factor=
- "An Experimental Evaluation of Bayesian Classifiers Applied to Intrusion Detection" Indian Journal of Science and Technology, 9(12): 0 -0 {ISSN: 0974-5645} Impact Factor=
- "Knowledge Discovery in Academia: A Survey on related Literature" International Journal of Advanced Research in Computer Sciences, 8(1): 0 -0 {ISSN: 0976-5697} Impact Factor=
- "An Empirical Comparison of Supervised Classifiers for Diabetic Diagnosis" International Journal of Advanced Research in Computer Sciences,, 8(1): 0 -0 {ISSN: 0976-5697} Impact Factor=
- "Character Recognition: A Signature Approach" International Journal of Advanced Research in Computer Science (IJARCS), 8(4): 1522 -1526 {ISSN: 0976-5697} Impact Factor=
- "Predictive Analytic Modeling: A Walkthrough" International Journal of Advanced Research in Computer Science and Software Engineering, 7(6): 421 -426 {ISSN: 2277-128} Impact Factor=
- "Comparative Overview of the Advantages and Shortcomings of Popular Data Mining Techniques Used In Weather Prediction" International Journal of Emerging Technology and Advanced Engineering, 7(7): 293 -298 {ISSN: 2250-2459} Impact Factor=
- "Logistic Regression Versus Neural Networks: The best accuracy in Prediction of Diabetes Disease" Asian Journal of Computer Science and Technology, 6(2): 33 -42 {ISSN: 2249-0701} Impact Factor=
- "Review of Predictive Analytical Modeling Techniques" International Journal of Emerging Trends & Technology in Computer Science, 6(4): 58 -62 {ISSN: 2278-6856} Impact Factor=
- "Tools for Predictive Analytics: An Overview" International Journal of Scientific Research Engineering& Technology, 6(7): 0 -0 {ISSN: 2278-0882} Impact Factor=
- "Review of Optical Character Recognition Techniques & Applications" International Journals of Advanced Research in Computer Science and Software Engineering, 7(7): 206 -210 {ISSN: 2277-128} Impact Factor=
- "Impact of Performance Analysis Of Varied Subjects on Overall Result: An Empirical Discourse Of Educational Data Mining" International Journal of Data Analysis Techniques and Strategies, Inter-Science Publishers, 0(0): 0 -0 Impact Factor=
- "Analysis of Speech recognition" International Journal of Research in Electronics AND Computer Engineering, 5(3): 0 -0 {ISSN: 2348-2281} Impact Factor=
- "Similarity Measuring Algorithm" International Journal of Research in Electronics AND Computer Engineering, 5(3): 0 -0 {ISSN: 2348-2281} Impact Factor=
- "Speaker Change Detection" International Journal of Research in Electronics AND Computer Engineering, 5(3): 0 -0 {ISSN: 2348-2281} Impact Factor=
- "Automatic Speech Recognition Approach for Diverse Voice Commands" International Journal of Advanced Research in Computer Science, 8(1): 0 -0 {ISSN: 0796-5657} Impact Factor=
- "Multiple Speakers Speech Recognition for Spoken Digits using MPCC and LPC based on Euclidean Distance" International Journal of Advanced Research in Computer Science, 8(1): 0 -0 {ISSN: 0796-5657} Impact Factor=
- "Speaker Segmentation and Change Detection for News Audio: A Practical Implementation" International Journal Of Engineering Development And Research, 5(4): 0 -0 {ISSN: 2321-9939} Impact Factor=
- "Diabetes Mellitus and Data Mining Techniques: A survey" International Journal of Computer Sciences and Engineering, 7(1): 858 -861 Impact Factor=
- "To Ameliorate Classification Accuracy Using Ensemble Vote Approach and Base Classifiers." Emerging Technologies in Data Mining and Information Security, 1(1): 321 -334 Impact Factor=
- "Using Unpruned Decision Tree and Random Forest For Learning From Multi-Class Imbalanced Data" THINK INDIA JOURNAL, 22(30): 758 -763 {ISSN: 0971-1260} Impact Factor=
- "An Empirical Study of Decision Tree on Multi-Class Imbalanced Data" THINK INDIA JOURNAL, 22(30): 764 -769 {ISSN: 0971-1260} Impact Factor=
- "GWLM–NARX
Grey Wolf Levenberg–Marquardt-based neural
network for rainfall prediction" Data Technologies and Applications, 54(1): 85 -102 {ISSN: 2514-928} Impact Factor=
- "An Intelligent Prediction System for Educational Data Mining Based on Ensemble and Filtering approaches" Procedia Computer Science Journal, Elsevier, 167(2020): 1471 -1483 {ISSN: 1877-0509} Impact Factor=
- "Analytical Comparison Between the Information Gain and Gini Index using Historical Geographical Data" International Journal of Advanced Computer Science and Applications (IJACSA), 11(5): 429 -440 {ISSN: 2158-107X} Impact Factor=
- "Analogical Study of Activation Concept in Neural Networks with Neat- Python Module" International Information and Engineering Technology Association -- Revue d'Intelligence Artificielle, 37(2): DOI No. 10.18280/ria.370201 {ISSN: 0992499X} Impact Factor=
- "How Machine Learning is Redefining Agricultural Sciences: An Approach to Predict Apple Crop Production of Kashmir Province" International Information and Engineering Technology Association -- Revue d'Intelligence Artificielle, 37(2): DOI No. 10.18280/ria.370227 {ISSN: 0992499X} Impact Factor=
- "Tree-Based Approach’s to Mitigate the Heterogeneity Concerns among Different file Systems: A Possible Solution" International Information and Engineering Technology Association -- Revue d'Intelligence Artificielle, 37(1): DOI No. 10.18280/ria.370129 {ISSN: 0992499X} Impact Factor=
- "How Big Data Analytical Framework has Redefined Academic Sciences" Springer -- Lecture Notes in Electrical Engineering, 1011(2): DOI No. 10.1007/978-981-99-0601-7_52 {ISSN: 18761100} Impact Factor=
- "Attention Res-UNet: Attention Residual UNet with Focal Tversky Loss for Skin Lesion Segmentation" International Journal of Decision Support System Technology, 15(1): DOI No. 10.4018/IJDSST.315756 Impact Factor=
- "Deep Neural Networks Predicting Student Performance" Lecture Notes in Networks and Systems-- Springer, 552(1): DOI No. 10.1007/978-981-19-6634-7_6 {ISSN: 23673370} Impact Factor=
- "Energy Saving Techniques for Cloud Data Centres: An Empirical Research Analysis" Springer -- Lecture Notes in Electrical Engineering, 946(1): DOI No. 10.1007/978-981-19-5868-7_57 {ISSN: 18761100} Impact Factor=
- "Applying Machine Learning Algorithms on Urban Heat Island (UHI) Dataset" Lecture Notes in Networks and Systems, 492(1): DOI No. 10.1007/978-981-19-3679-1_63 {ISSN: 23673370} Impact Factor=
- "An Adaptive Classification Framework for Handling the Cold Start Problem in Case of News Items" Revue d'Intelligence Artificielle, 36(6): DOI No. 10.18280/ria.360609 {ISSN: 0992499X} Impact Factor=
- "A Novel Ensemble Deep Learning Model for Coronary Heart Disease Prediction" Revue d'Intelligence Artificielle, 36(6): DOI No. 10.18280/ria.360602 {ISSN: 0992499X} Impact Factor=
- "Performance Stagnation of Meteorological Data of Kashmir" Springer -- Lecture Notes in Networks and Systems, 471(1): DOI No. 10.1007/978-981-19-2535-1_63 {ISSN: 23673370} Impact Factor=
- "Big Data in Academia: A Proposed Framework for Improving Students Performance" Revue d'Intelligence Artificielle, 36(4): DOI No. 10.18280/ria.360411 {ISSN: 0992499X} Impact Factor=
- "A hybrid adaptive grey wolf Levenberg-Marquardt (GWLM) and nonlinear autoregressive with exogenous input (NARX) neural network model for the prediction of rainfall" International Journal of Advanced Technology and Engineering Exploration, 9(89): DOI No. 10.19101/IJATEE.2021.874647 {ISSN: 23945443} Impact Factor=
- "How M5 Model Trees (M5-MT) on Continuous Data Are Used in Rainfall Prediction: An Experimental Evaluation" Revue d'Intelligence Artificielle, 36(3): DOI No. 10.18280/ria.360308 {ISSN: 0992499X} Impact Factor=
- "Is Deep Learning on Tabular Data Enough? An Assessment" International Journal of Advanced Computer Science and Applications, 13(4): DOI No. 10.14569/IJACSA.2022.0130454 {ISSN: 2158107X} Impact Factor=
- "NUMERICAL AND EXPERIMENTAL INVESTIGATION OF METEOROLOGICAL DATA USING ADAPTIVE LINEAR M5 MODEL TREE FOR THE PREDICTION OF RAINFALL" Review of Computer Engineering Research, 9(1): DOI No. 10.18488/76.v9i1.2961 {ISSN: 24109142} Impact Factor=
- "HARD VOTING META CLASSIFIER FOR DISEASE DIAGNOSIS USING MEAN DECREASE IN IMPURITY FOR TREE MODELS" Review of Computer Engineering Research, 9(2): 10.18488/76.v9i2.3037 - {ISSN: 24109142} Impact Factor=
- "ETL for disease indicators using brute force rule-based NLP algorithm and metadata exploration" International Journal of Advanced Technology and Engineering Exploration, 9(90): DOI No. 10.19101/IJATEE.2021.875069 {ISSN: 23945443} Impact Factor=
- "IMPROVING CORONARY HEART DISEASE PREDICTION BY OUTLIER ELIMINATION" Applied Computer Science, 18(1): DOI No. 10.23743/acs-2022-06 {ISSN: 18953735} Impact Factor=
- "Grey wolf-based linear regression model for rainfall prediction" International Journal of Information Technologies and Systems Approach, 15(1): DOI No. 10.4018/IJITSA.290004 {ISSN: 1935570X} Impact Factor=
- "An Adaptive Gradient Boosting Model for the Prediction of Rainfall Using ID3 as a Base Estimator" Revue d'Intelligence Artificielle, 36(2): DOI No. 10.18280/ria.360208 {ISSN: 0992499X} Impact Factor=
- "Is Decision Tree Obsolete in Its Original Form? A Burning Debate" Revue d'Intelligence Artificielle, 36(1): DOI No. 10.18280/ria.360112 {ISSN: 0992499X} Impact Factor=
- "Systematic Consequence of Different Splitting Indices on the Classification Performance of Random Decision Forest" 2022 2nd International Conference on Intelligent Technologies, CONIT 2022, 0(0): DOI No. 10.1109/CONIT55038.2022.984837 {ISSN: 0} Impact Factor=
- "HOW MACHINE LEARNING ALGORITHMS ARE USED IN METEOROLOGICAL DATA CLASSIFICATION: A COMPARATIVE APPROACH BETWEEN DT, LMT, M5-MT, GRADIENT BOOSTING AND GWLM-NARX MODELS" Applied Computer Science, 18(4): DOI No. 10.35784/acs-2022-26 {ISSN: 18953735} Impact Factor=
Books Published
- "Effective Prediction of Type II Diabetes Mellitus Using Data Mining Classifiers and SMOTE". Springer Nature Singapore Pte Ltd. 2020 195 H. Sharma et al. (eds.), Advances in Computing and Intelligent Systems,
Algorithms for Intelligent Systems. {ISBN: 978-981-15-0222-4} pp 17
- "Artificial Intelligence: For Biological Data
-- Applications of Machine Learning and Deep Learning on Biological Data". CRC Press. pp 23
- "Machine learning: An introduction to reinforcement learning". Wiley-Blackwell. {ISBN: 9781119776499} pp 22