Sheikh Amir Fayaz

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Publications (21)

• SMART-Flow: Enhancing Fluid Dynamics Simulations with Machine Learning for Scalable Model Reduction and Accurate Prediction
  Recent Patents on Engineering 2026 DOI: 10.2174/0118722121371511250322051853
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• Optimizing Cardiovascular Disease Prediction: A Synergistic Approach of Grey Wolf Levenberg Model and Neural Networks
  Journal of Information Systems Engineering and Business Intelligence 2023 DOI: 10.20473/jisebi.9.2.119-135
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• Performance Stagnation of Meteorological Data of Kashmir
  International Conference on Innovative Computing and Communications 2023 DOI: 10.1007/978-981-19-2535-1_63
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• Is Deep Learning on Tabular Data Enough? An Assessment
  International Journal of Advanced Computer Science and Applications 2022 DOI: 10.14569/IJACSA.2022.0130454
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• Semantically Query All (Squerall): A Scalable Framework to Analyze Data from Heterogeneous Sources at Different Levels of Granularity
  International Journal of Advanced Computer Science and Applications 2022 DOI: 10.14569/IJACSA.2022.0130718
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• Performance Evaluation of GINI Index and Information Gain Criteria on Geographical Data: An Empirical Study Based on JAVA and Python
  Advances in Intelligent Systems and Computing 2022 DOI: 10.1007/978-981-16-3071-2_22
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• NUMERICAL AND EXPERIMENTAL INVESTIGATION OF METEOROLOGICAL DATA USING ADAPTIVE LINEAR M5 MODEL TREE FOR THE PREDICTION OF RAINFALL
  Review of Computer Engineering Research 2022 DOI: 10.18488/76.v9i1.2961
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• Knowledge Discovery in Geographical Sciences—A Systematic Survey of Various Machine Learning Algorithms for Rainfall Prediction
  Advances in Intelligent Systems and Computing 2022 DOI: 10.1007/978-981-16-2597-8_51
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• Is Deep Learning on Tabular Data Enough? An Assessment
  INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS 2022
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• Is Decision Tree Obsolete in Its Original Form? A Burning Debate
  Revue d'Intelligence Artificielle 2022 DOI: 10.18280/ria.360112
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