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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 (Lublin), 2022-12, Vol.18 (4), p.16-27

2022

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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, 2023-11, Vol.9 (2), p.119-135

2023

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GWLM–NARX

Data technologies and applications, 2020-03, Vol.54 (1), p.85-102

2020

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An Intelligent Prediction System for Educational Data Mining Based on Ensemble and Filtering approaches

Procedia computer science, 2020, Vol.167, p.1471-1483

2020

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Deep Neural Network Model for Identification of Predictive Variables and Evaluation of Student’s Academic Performance

Revue d'Intelligence Artificielle, 2021-10, Vol.35 (5), p.409-415

2021

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A Novel Ensemble Deep Learning Model for Coronary Heart Disease Prediction

Revue d'Intelligence Artificielle, 2022-12, Vol.36 (6), p.825-832

2022

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IMPROVING CORONARY HEART DISEASE PREDICTION BY OUTLIER ELIMINATION

Applied Computer Science (Lublin), 2022-03, Vol.18 (1), p.70-88

2022

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IMPROVING CORONARY HEART DISEASE PREDICTION BY OUTLIER ELIMINATION

Applied Computer Science (Lublin), 2022-03, Vol.18 (1), p.70-88

2022

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A comprehensive analysis of deep learning techniques for effective heart disease prediction

AIP Conference Proceedings, 2023, Vol.2782 (1)

2023

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Using Ensemble StackingC Method and Base Classifiers to Ameliorate Prediction Accuracy of Pedagogical Data

Procedia computer science, 2018, Vol.132, p.1021-1040

2018

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To Ameliorate Classification Accuracy using Ensemble Distributed Decision Tree (DDT) Vote Approach: An Empirical discourse of Geographical Data Mining

Procedia computer science, 2021, Vol.184, p.935-940

2021

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Analytical Study of Breast Cancer and Treatment Techniques

Procedia computer science, 2024, Vol.235, p.578-587

2024

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Is Deep Learning on Tabular Data Enough? An Assessment

International journal of advanced computer science & applications, 2022, Vol.13 (4)

2022

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How Machine Learning is Redefining Agricultural Sciences: An Approach to Predict Apple Crop Production of Kashmir Province

Revue d'Intelligence Artificielle, 2023-04, Vol.37 (2), p.501-507

2023

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Analogical Study of Activation Concept in Neural Networks with Neat- Python Module

Revue d'Intelligence Artificielle, 2023-04, Vol.37 (2), p.249-256

2023

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Attention Res-UNet: Attention Residual UNet With Focal Tversky Loss for Skin Lesion Segmentation

International journal of decision support system technology, 2023-01, Vol.15 (1), p.1-17

2023

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How M5 Model Trees (M5-MT) on Continuous Data Are Used in Rainfall Prediction: An Experimental Evaluation

Revue d'Intelligence Artificielle, 2022-06, Vol.36 (3), p.409-415

2022

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An Ensemble Random Forest Algorithm for Privacy Preserving Distributed Medical Data Mining

International journal of e-health and medical communications, 2021-11, Vol.12 (6), p.1-23

2021

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GWLM–NARX: Grey Wolf Levenberg–Marquardt-based neural network for rainfall prediction

Data technologies and applications, 2020-03, Vol.54 (1), p.85-102

2020

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Analytical Comparison Between the Information Gain and Gini Index using Historical Geographical Data

International journal of advanced computer science & applications, 2020, Vol.11 (5)

2020

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An Adaptive Gradient Boosting Model for the Prediction of Rainfall Using ID3 as a Base Estimator

Revue d'Intelligence Artificielle, 2022-04, Vol.36 (2), p.241-250

2022

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Is Decision Tree Obsolete in Its Original Form? A Burning Debate

Revue d'Intelligence Artificielle, 2022-02, Vol.36 (1), p.105-113

2022

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Tree-Based Approach’s to Mitigate the Heterogeneity Concerns among Different file Systems: A Possible Solution

Revue d'Intelligence Artificielle, 2023-02, Vol.37 (1), p.231-237

2023

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ICT: Impacting Teaching and Learning

International journal of computer applications, 2013-01, Vol.61 (8), p.7-10

2013

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Big Data in Academia: A Proposed Framework for Improving Students Performance

Revue d'Intelligence Artificielle, 2022-08, Vol.36 (4), p.589-595

2022

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HOW MACHINE LEARNING ALGORITHMS ARE USED IN METEOROLOGICAL DATA CLASSIFICATION: A COMPARATIVE APPROACH BETWEEN DT, LMT, M5-MT, GRADIENT BOOSTING AND GWLM-NARX MODELS

Optimizing Cardiovascular Disease Prediction: A Synergistic Approach of Grey Wolf Levenberg Model and Neural Networks

GWLM–NARX

An Intelligent Prediction System for Educational Data Mining Based on Ensemble and Filtering approaches

Deep Neural Network Model for Identification of Predictive Variables and Evaluation of Student’s Academic Performance

A Novel Ensemble Deep Learning Model for Coronary Heart Disease Prediction

IMPROVING CORONARY HEART DISEASE PREDICTION BY OUTLIER ELIMINATION

IMPROVING CORONARY HEART DISEASE PREDICTION BY OUTLIER ELIMINATION

A comprehensive analysis of deep learning techniques for effective heart disease prediction

Using Ensemble StackingC Method and Base Classifiers to Ameliorate Prediction Accuracy of Pedagogical Data

To Ameliorate Classification Accuracy using Ensemble Distributed Decision Tree (DDT) Vote Approach: An Empirical discourse of Geographical Data Mining

Analytical Study of Breast Cancer and Treatment Techniques

Is Deep Learning on Tabular Data Enough? An Assessment

How Machine Learning is Redefining Agricultural Sciences: An Approach to Predict Apple Crop Production of Kashmir Province

Analogical Study of Activation Concept in Neural Networks with Neat- Python Module

Attention Res-UNet: Attention Residual UNet With Focal Tversky Loss for Skin Lesion Segmentation

How M5 Model Trees (M5-MT) on Continuous Data Are Used in Rainfall Prediction: An Experimental Evaluation

An Ensemble Random Forest Algorithm for Privacy Preserving Distributed Medical Data Mining

GWLM–NARX: Grey Wolf Levenberg–Marquardt-based neural network for rainfall prediction

Analytical Comparison Between the Information Gain and Gini Index using Historical Geographical Data

An Adaptive Gradient Boosting Model for the Prediction of Rainfall Using ID3 as a Base Estimator

Is Decision Tree Obsolete in Its Original Form? A Burning Debate

Tree-Based Approach’s to Mitigate the Heterogeneity Concerns among Different file Systems: A Possible Solution

ICT: Impacting Teaching and Learning

Big Data in Academia: A Proposed Framework for Improving Students Performance

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