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Determining threshold value on information gain feature selection to increase speed and prediction accuracy of random forest

Journal of big data, 2021-06, Vol.8 (1), p.1-22, Article 84

2021

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Minimum threshold determination method based on dataset characteristics in association rule mining

Journal of big data, 2021-11, Vol.8 (1), p.1-17, Article 146

2021

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SMOTE-LOF for noise identification in imbalanced data classification

Journal of King Saud University. Computer and information sciences, 2022-06, Vol.34 (6), p.3413-3423

2022

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The Optimization of n-Gram Feature Extraction Based on Term Occurrence for Cyberbullying Classification

Data science journal, 2024-05, Vol.23, p.31-31

2024

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Personalized neural network-based aggregation function in multi-criteria collaborative filtering

Journal of King Saud University. Computer and information sciences, 2024-01, Vol.36 (1), p.101922, Article 101922

2024

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A Fuzzy Logic Model for Power Transformer Faults’ Severity Determination Based on Gas Level, Gas Rate, and Dissolved Gas Analysis Interpretation

Energies (Basel), 2020-02, Vol.13 (4), p.1009

2020

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Pruning Strategy on Adaptive Rule Model by Sorting Utility Items

IEEE access, 2022, Vol.10, p.91650-91662

2022

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The accuracy of Random Forest performance can be improved by conducting a feature selection with a balancing strategy

PeerJ. Computer science, 2022-07, Vol.8, p.e1041-e1041, Article e1041

2022

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Development of prediction model for information technology equipment procurement as the basis of knowledge for an Intelligent Decision Support System based on carbon emissions and End-of-Life phase

Resources, environment and sustainability, 2024-06, Vol.16, p.100151, Article 100151

2024

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Adaptive rule: A novel framework for recommender system

ICT Express , 2020, 6(3), , pp.214-219

2020

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Rule-ranking method based on item utility in adaptive rule model

PeerJ. Computer science, 2022-06, Vol.8, p.e1013-e1013, Article e1013

2022

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Modeling Integrated Sustainability Monitoring System for Carbon Footprint in Higher Education Buildings

IEEE access, 2023, Vol.11, p.135365-135376

2023

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Feature selection to increase the random forest method performance on high dimensional data

International journal of advances in intelligent informatics, 2020-11, Vol.6 (3), p.303-312

2020

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The Implementation of Adaptive Rule Mining Methods for Recommender System

International journal on electrical engineering and informatics, 2023-03, Vol.15 (1), p.165-175

2023

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Computational model for generating interactions in conversational recommender system based on product functional requirements

Data & knowledge engineering, 2020-07, Vol.128, p.101813, Article 101813

2020

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A Hybrid Approach to Representing Chessboard using Bitboard and Compact Chessboard Representation

IOP conference series. Materials Science and Engineering, 2020-04, Vol.803 (1), p.12018

2020

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Implementation of Intelligent Agent in Defense of the Ancient 2 through Utilization of Opponent Modeling

2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA), 2018, p.101-106

2018

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Human action recognition using Dynamic Time Warping

Proceedings of the 2011 International Conference on Electrical Engineering and Informatics, 2011, p.1-5

2011

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Comparison of Algorithms to Solve Multi-objective Optimal Reactive Power Dispatch Problems in Power Systems with Nonlinear Models and a Mixture of Discrete and Continuous Variables

International journal on electrical engineering and informatics, 2020-09, Vol.12 (3), p.519-546

2020

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Search -based Procedural Content Generation for Race Tracks in Video Games

International journal on electrical engineering and informatics, 2016-12, Vol.8 (4)

2016

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An Interactive Kinect-Based Game Development for Shoulder Injury Rehabilitation

2018 5th International Conference on Data and Software Engineering (ICoDSE), 2018, p.1-5

2018

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Automatic Data Interpretation in Accounting Information Systems Based On Ontology

Telkomnika, 2017-12, Vol.15 (4), p.1817-1829

2017

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COMPARISON OF DISTRIBUTIONAL SEMANTIC MODELS FOR RECOGNIZING TEXTUAL ENTAILMENT

Journal of Theoretical and Applied Information Technology, 2016-11, Vol.93 (2), p.270-270

2016

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Factors Influencing User’s Adoption of Conversational Recommender System Based on Product Functional Requirements

Telkomnika, 2016-12, Vol.14 (4), p.1575

2016

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Development of a Bird Song Identification Model Using a Convolutional Neural Network (CNN)

2023 International Conference on Electrical Engineering and Informatics (ICEEI), 2023, p.1-6

2023

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Determining threshold value on information gain feature selection to increase speed and prediction accuracy of random forest

Minimum threshold determination method based on dataset characteristics in association rule mining

SMOTE-LOF for noise identification in imbalanced data classification

The Optimization of n-Gram Feature Extraction Based on Term Occurrence for Cyberbullying Classification

Personalized neural network-based aggregation function in multi-criteria collaborative filtering

A Fuzzy Logic Model for Power Transformer Faults’ Severity Determination Based on Gas Level, Gas Rate, and Dissolved Gas Analysis Interpretation

Pruning Strategy on Adaptive Rule Model by Sorting Utility Items

The accuracy of Random Forest performance can be improved by conducting a feature selection with a balancing strategy

Development of prediction model for information technology equipment procurement as the basis of knowledge for an Intelligent Decision Support System based on carbon emissions and End-of-Life phase

Adaptive rule: A novel framework for recommender system

Rule-ranking method based on item utility in adaptive rule model

Modeling Integrated Sustainability Monitoring System for Carbon Footprint in Higher Education Buildings

Feature selection to increase the random forest method performance on high dimensional data

The Implementation of Adaptive Rule Mining Methods for Recommender System

Computational model for generating interactions in conversational recommender system based on product functional requirements

A Hybrid Approach to Representing Chessboard using Bitboard and Compact Chessboard Representation

Implementation of Intelligent Agent in Defense of the Ancient 2 through Utilization of Opponent Modeling

Human action recognition using Dynamic Time Warping

Comparison of Algorithms to Solve Multi-objective Optimal Reactive Power Dispatch Problems in Power Systems with Nonlinear Models and a Mixture of Discrete and Continuous Variables

Search -based Procedural Content Generation for Race Tracks in Video Games

An Interactive Kinect-Based Game Development for Shoulder Injury Rehabilitation

Automatic Data Interpretation in Accounting Information Systems Based On Ontology

COMPARISON OF DISTRIBUTIONAL SEMANTIC MODELS FOR RECOGNIZING TEXTUAL ENTAILMENT

Factors Influencing User’s Adoption of Conversational Recommender System Based on Product Functional Requirements

Development of a Bird Song Identification Model Using a Convolutional Neural Network (CNN)

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