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Sokkalingam, Rajalingam A/L
Positions
- Senior Lecturer, Universiti Teknologi PETRONAS
- Senior Lecturer, Fundamental & Applied Science Department , Faculty of Science and Information Technology
- Member, Intelligent Asset Reliability , Institute of Emerging Digital Technologies
Affiliation
Publications
selected publications
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academic article
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Assessing Lag-Llama in Probabilistic Time Series Forecasting for the Indonesian Stock Market.
Advances in Artificial Intelligence and Machine Learning.
05:3809-3833.
2025
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Deciphering news sentiment and stock price relationships in Indonesian companies: an AI-based exploration of industry affiliation and news co-occurrence.
Discover Artificial Intelligence.
5:87.
2025
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Optimal Cluster Determination in K-Means Using Gap Statistic Analysis Across Diverse Datasets.
European Journal of Statistics.
5:8.
2025
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Optimizing Air Photovoltaic/Thermal Solar Collectors: Integrating a Fuzzy Logic Approach for Enhanced Efficiency.
Contemporary Mathematics.
4863-4881.
2025
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Regularized Stacked Autoencoder with Dropout-Layer to Overcome Overfitting in Numerical High-Dimensional Sparse Data.
Journal of Advanced Research Design.
129:60-74.
2025
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Standardization of expected value in gap statistic using Gaussian distribution for optimal number of clusters selection in K-means.
Egyptian Informatics Journal.
30:100701.
2025
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Standardizing reference data in gap statistic for selection optimal number of cluster in K-means algorithm.
Alexandria Engineering Journal.
118:246-260.
2025
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Addressing limitations of the K-means clustering algorithm: outliers, non-spherical data, and optimal cluster selection.
AIMS Mathematics.
9:25070-25097.
2024
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Determining the optimal number of clusters by Enhanced Gap Statistic in K-mean algorithm.
Egyptian Informatics Journal.
27:100504.
2024
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Markov chain quasi-Monte Carlo method for forecasting fire hotspots in Sarawak, Malaysia.
Environmental Science and Pollution Research.
31:48608-48619.
2024
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A Novel Odd Beta Prime-Logistic Distribution: Desirable Mathematical Properties and Applications to Engineering and Environmental Data.
Sustainability.
15:10239.
2023
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A Review Unveiling Various Machine Learning Algorithms Adopted for Biohydrogen Productions from Microalgae.
Fermentation.
9:243.
2023
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Intelligent Hybrid ARIMA-NARNET Time Series Model to Forecast Coconut Price.
IEEE Access.
11:48568-48577.
2023
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Intelligent Hybrid ARIMA-NARNET Time Series Model to Forecast Coconut Price.
IEEE Access.
11:48568-48577.
2023
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Log-Kumaraswamy distribution: its features and applications.
Frontiers in Applied Mathematics and Statistics.
9.
2023
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Tropically Adapted Passive Building: A Descriptive-Analytical Approach Using Multiple Linear Regression and Probability Models to Predict Indoor Temperature.
Sustainability.
15:13647.
2023
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Model Forecasting Development for Dengue Fever Incidence in Surabaya City Using Time Series Analysis.
Processes.
10:2454.
2022
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Water Level Prediction through Hybrid SARIMA and ANN Models Based on Time Series Analysis: Red Hills Reservoir Case Study.
Sustainability.
14:1843.
2022
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Evaluation of tree-based ensemble learning algorithms to estimate total organic carbon from wireline logs.
International Journal of Innovative Computing, Information and Control.
17:807-829.
2021
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Nature-Inspired Metaheuristic Techniques for Combinatorial Optimization Problems: Overview and Recent Advances.
Mathematics.
9:2633.
2021
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A Novel Fuzzy Linear Regression Sliding Window GARCH Model for Time-Series Forecasting.
Applied Sciences.
10:1949.
2020
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A Novel Fuzzy Linear Regression Sliding Window GARCH Model for Time-Series Forecasting.
Applied Sciences.
10:1949.
2020
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An Integrated Model for Forecasting Indian Automobile.
International Journal on Advanced Science, Engineering and Information Technology.
10:2593-2598.
2020
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An Integrated Model for Forecasting Indian Automobile.
International Journal on Advanced Science, Engineering and Information Technology.
10:2593-2598.
2020
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Markov Weighted Fuzzy Time-Series Model Based on an Optimum Partition Method for Forecasting Air Pollution.
International Journal of Fuzzy Systems.
22:1468-1486.
2020
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Predicting Daily Air Pollution Index Based on Fuzzy Time Series Markov Chain Model.
Symmetry.
12:293.
2020
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Advanced Decision Support System for Postoperative Care Unit Using Artificial Neural Networks.
Journal of Advanced Research in Dynamical and Control Systems.
11:1116-1122.
2019
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Forecasting Air Pollution Index in Klang by Markov Chain Model.
International Journal of Engineering and Advanced Technology.
8:635-639.
2019
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Markov Chain Model Development for Forecasting Air Pollution Index of Miri, Sarawak.
Sustainability.
11:5190.
2019
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Optimization and characterization of magnetite–reduced graphene oxide nanocomposites for demulsification of crude oil in water emulsion.
RSC Advances.
9:24003-24014.
2019
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Static dissolution-induced 3D pore network modification and its impact on critical pore attributes of carbonate rocks.
Petroleum Exploration and Development.
46:374-383.
2019
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Type 2 Fuzzy Inference-Based Time Series Model.
Symmetry.
11:1340.
2019
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A Comparative Review on Various Method of Forecasting Crude Palm Oil Prices.
Journal of Physics: Conference Series.
1123:012043.
2018
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Developed A Hybrid Sliding Window and GARCH Model for Forecasting of Crude Palm Oil Prices in Malaysia.
Journal of Physics: Conference Series.
1123:012029.
2018
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Forecasting Crude Palm Oil Prices Using Fuzzy Rule-Based Time Series Method.
IEEE Access.
6:32216-32224.
2018
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Biosynthesis of silver nanoparticles using unriped Carica papaya fruit extract with different PH conditions.
International Journal of Nanoparticles.
9:55.
2017
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Geochemistry of Miocene sedimentary rocks from offshore West Baram Delta, Sarawak Basin, Malaysia, South China Sea: implications for weathering, provenance, tectonic setting, paleoclimate and paleoenvironment of deposition.
Geosciences Journal.
21:167-185.
2017
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Assessing Lag-Llama in Probabilistic Time Series Forecasting for the Indonesian Stock Market.
Advances in Artificial Intelligence and Machine Learning.
05:3809-3833.
2025
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article
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Evaluation of Tree-Based Ensemble Learning Algorithms to Estimate Total Organic Carbon from Wireline Logs.
革新的コンピューティング・情報・制御に関する国際誌.
17.
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Evaluation of Tree-Based Ensemble Learning Algorithms to Estimate Total Organic Carbon from Wireline Logs.
革新的コンピューティング・情報・制御に関する国際誌.
17.
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chapter
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A Comparison Study on Developed FSWGARCH, SWGARCH and GARCH Models in Time Series Forecasting: An Application to Airline Passenger Volume.
Proceedings of the 6th International Conference on Fundamental and Applied Sciences.
623-636.
2021
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A Hybrid Metaheuristic Algorithm for Truss Structure Domain’s Optimization Problem.
Theoretical, Modelling and Numerical Simulations Toward Industry 4.0.
21-34.
2021
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ARIMAX Modelling of Ron97 Price with Crude Oil Price as an Exogenous Variable in Malaysian.
Proceedings of the 6th International Conference on Fundamental and Applied Sciences.
679-691.
2021
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Forecasting Electricity Consumption in Malaysia by Hybrid ARIMA-ANN.
Proceedings of the 6th International Conference on Fundamental and Applied Sciences.
749-760.
2021
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Forecasting Petroleum Fuel Price in Malaysia by ARIMA Model.
Proceedings of the 6th International Conference on Fundamental and Applied Sciences.
671-678.
2021
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Genetic Algorithm and Particle Swarm Optimization Techniques in Supply Chain Design Problems.
425-438.
2020
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Meta-Heuristic Approaches for the Optimization of Hydropower Energy.
351-375.
2020
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A Comparison Study on Developed FSWGARCH, SWGARCH and GARCH Models in Time Series Forecasting: An Application to Airline Passenger Volume.
Proceedings of the 6th International Conference on Fundamental and Applied Sciences.
623-636.
2021
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conference paper
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Numerical solution by kernelized rank order distance (KROD) for non-spherical data conversion to spherical data.
INTERNATIONAL SYMPOSIUM ON GREEN AND SUSTAINABLE TECHNOLOGY (ISGST2019).
020011.
2024
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The Odd Beta Prime Inverted Kumaraswamy Distribution with Application to COVID-19 Mortality Rate in Italy
2023
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The Odd Beta Prime Inverted Kumaraswamy Distribution with Application to COVID-19 Mortality Rate in Italy
2023
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Transformed Log-Burr III Distribution: Structural Features and Application to Milk Production.
322.
2023
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Application Water Level Prediction Through Seasonal Autoregressive Integrated Moving Average: Red Hills Reservoir Case Study
2022
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Application Water Level Prediction Through Seasonal Autoregressive Integrated Moving Average: Red Hills Reservoir Case Study
2022
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A Hybrid Model of Holt-Wintor and Neural Network Methods for Automobile Sales Forecasting
2020
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An Efficient Energy Consumption Technique in Integrated WSN-IoT Environment Operations
2019
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Direct fifth order block method for solving second order Neumann and singular perturbed boundary value problem.
INTERNATIONAL SYMPOSIUM ON GREEN AND SUSTAINABLE TECHNOLOGY (ISGST2019).
2016
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Fluorocarbon compatibilized gold-silica nanocomposites for recyclable regioselective hydroamination of alkynes in a fluorous biphasic system.
INTERNATIONAL SYMPOSIUM ON GREEN AND SUSTAINABLE TECHNOLOGY (ISGST2019).
2016
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Formation of raspberry like cobalt particles with hydrazine reduction in a polyol route.
INTERNATIONAL SYMPOSIUM ON GREEN AND SUSTAINABLE TECHNOLOGY (ISGST2019).
2016
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Optimization of injection molding process parameters for a plastic cell phone housing component.
INTERNATIONAL SYMPOSIUM ON GREEN AND SUSTAINABLE TECHNOLOGY (ISGST2019).
2016
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Numerical solution by kernelized rank order distance (KROD) for non-spherical data conversion to spherical data.
INTERNATIONAL SYMPOSIUM ON GREEN AND SUSTAINABLE TECHNOLOGY (ISGST2019).
020011.
2024
Contact
full name
- Rajalingam A/L Sokkalingam
primary email
- raja.sokkalingam@utp.edu.my
webpage
Publications in VIVO
Co-author Network
Map of Science
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