Highly accomplished academic and research scientist with a robust publication record, including 140 total publications and 858 citations, demonstrating significant impact across diverse fields. Expert in data science, artificial intelligence, renewable energy systems, and information security, consistently contributing to advancements through rigorous research and extensive peer review. Committed to fostering knowledge dissemination and innovation within academic and scientific communities.
Work
Sekolah Tinggi Ilmu Manajemen Sukma Medan
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Academic Researcher & Educator
Medan, North Sumatra, Indonesia
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Summary
As an Academic Researcher & Educator, led significant research initiatives and contributed to academic instruction, resulting in a substantial body of published work and high citation impact.
Highlights
Authored and co-authored 140 publications, including 103 in Web of Science Core Collection, accumulating 858 total citations and an H-index of 16.
Spearheaded research projects in areas such as data mining, machine learning, renewable energy, and information security, driving innovation and knowledge creation.
Actively engaged in academic discourse, presenting findings in leading journals and conferences to advance the field.
Volunteer
Journal Reviewer & Volunteer
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Relawan Jurnal Indonesia
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As a Journal Reviewer & Volunteer, provided critical peer review for numerous manuscripts across diverse scientific disciplines, enhancing the quality and integrity of scholarly publications.
Highlights
Completed 57 reviews for 49 manuscripts across a broad range of scientific and technical disciplines, ensuring high publication standards.
Provided critical feedback on research in areas including Vehicular Communications, Information Sciences, Signal Processing, and Mechanism and Machine Theory.
Supported the academic community by volunteering expertise to enhance the rigor and impact of scholarly work.
Publications
Integrating Information Gain methods for Feature Selection in Distance Education Sentiment Analysis during Covid-19
TEM Journal-Technology Education Management Informatics
Integrating Information Gain methods for Feature Selection in Distance Education Sentiment Analysis during Covid-19
Application of forward selection strategy using C4.5 algorithm to improve the accuracy of classification's data set
Canadian Journal of Clinical Pharmacology
Application of forward selection strategy using C4.5 algorithm to improve the accuracy of classification's data set
Distance Analysis Measuring for Clustering using K-Means and Davies Bouldin Index Algorithm
TEM Journal-Technology Education Management Informatics
Distance Analysis Measuring for Clustering using K-Means and Davies Bouldin Index Algorithm
Implementation and Analysis of Fuzzy Mamdani Logic Algorithm from Digital Platform and Electronic Resource
TEM Journal-Technology Education Management Informatics
Implementation and Analysis of Fuzzy Mamdani Logic Algorithm from Digital Platform and Electronic Resource
Classification of bird sounds as an early warning method of forest fires using Convolutional Neural Network (CNN) algorithm
Journal of King Saud University - Computer and Information Sciences
Classification of bird sounds as an early warning method of forest fires using Convolutional Neural Network (CNN) algorithm
Comparison of Decision Tree Classification Methods and Gradient Boosted Trees
TEM Journal-Technology Education Management Informatics
Comparison of Decision Tree Classification Methods and Gradient Boosted Trees
Comparison of Classification Data Mining C4.5 and Naive Bayes Algorithms of EDM Dataset
TEM Journal-Technology Education Management Informatics
Comparison of Classification Data Mining C4.5 and Naive Bayes Algorithms of EDM Dataset
Performance enhancement of solar photovoltaic system for roof top garden
Environmental Science and Pollution Research
Performance enhancement of solar photovoltaic system for roof top garden
Understanding disaster risk and development of resilience as one of the fundamental drivers of sustainable development in India with special reference to supercyclone Amphan
International Journal of Disaster Risk Reduction
Understanding disaster risk and development of resilience as one of the fundamental drivers of sustainable development in India with special reference to supercyclone Amphan
Davies Bouldin Index Algorithm for Optimizing Clustering Case Studies Mapping School Facilities
TEM Journal-Technology Education Management Informatics
Davies Bouldin Index Algorithm for Optimizing Clustering Case Studies Mapping School Facilities
Energy and Economic Analysis of Curved, Straight, and Spiral Flow Flat-Plate Solar Water Collector
International Journal of Photoenergy
Energy and Economic Analysis of Curved, Straight, and Spiral Flow Flat-Plate Solar Water Collector
Forecast Analysis of Gross Regional Domestic Product based on the Linear Regression Algorithm Technique
TEM Journal-Technology Education Management Informatics
Forecast Analysis of Gross Regional Domestic Product based on the Linear Regression Algorithm Technique
Novel Multi-Time Scale Deep Learning Algorithm for Solar Irradiance Forecasting
Energies
Novel Multi-Time Scale Deep Learning Algorithm for Solar Irradiance Forecasting
Comprehensive review on recycling of spent lithium-ion batteries
Materials Today: Proceedings
Comprehensive review on recycling of spent lithium-ion batteries
Short-Term Power Prediction of Building Integrated Photovoltaic (BIPV) System Based on Machine Learning Algorithms
International Journal of Photoenergy
Short-Term Power Prediction of Building Integrated Photovoltaic (BIPV) System Based on Machine Learning Algorithms
State of Charge Estimation of Lithium-Ion Battery for Electric Vehicles Using Machine Learning Algorithms
World Electric Vehicle Journal
State of Charge Estimation of Lithium-Ion Battery for Electric Vehicles Using Machine Learning Algorithms
Improved Pohlig - Hellman using Sieve of Eratosthenes for Three-Pass Protocol Security Enhancement
TEM Journal-Technology Education Management Informatics
Improved Pohlig - Hellman using Sieve of Eratosthenes for Three-Pass Protocol Security Enhancement
Wind power forecasting based on time series model using deep machine learning algorithms
Materials Today: Proceedings
Wind power forecasting based on time series model using deep machine learning algorithms
Unsupervised Data Mining with K-Medoids Method in Mapping Areas of Student and Teacher Ratio in Indonesia
TEM Journal-Technology Education Management Informatics
Unsupervised Data Mining with K-Medoids Method in Mapping Areas of Student and Teacher Ratio in Indonesia
Solar still with evacuated tubes and calcium stones to enhance the yield: An experimental investigation
Process Safety and Environmental Protection
Solar still with evacuated tubes and calcium stones to enhance the yield: An experimental investigation
Pattern recognition and features selection for speech emotion recognition model using deep learning
International Journal of Speech Technology
Pattern recognition and features selection for speech emotion recognition model using deep learning
Educational Data Mining (EDM) on the use of the Internet in the World of Indonesian Education
TEM Journal-Technology Education Management Informatics
Educational Data Mining (EDM) on the use of the Internet in the World of Indonesian Education
Hashed Needham Schroeder Industrial IoT based Cost Optimized Deep Secured data transmission in cloud
Measurement
Hashed Needham Schroeder Industrial IoT based Cost Optimized Deep Secured data transmission in cloud
GOST enhancement key processing with Triple Transposition Key
Journal of Physics: Conference Series
GOST enhancement key processing with Triple Transposition Key
Enhancement three-pass protocol security with combination caesar cipher and vigenere cipher
Journal of Physics: Conference Series
Enhancement three-pass protocol security with combination caesar cipher and vigenere cipher
Combination Base64 and GOST algorithm for security process
Journal of Physics: Conference Series
Combination Base64 and GOST algorithm for security process
Puzzle game solving with breadth first search algorithm
Journal of Physics: Conference Series
Puzzle game solving with breadth first search algorithm
A Review on Cryptography Protocol for Securing Data
Journal of Physics: Conference Series
A Review on Cryptography Protocol for Securing Data
Enhancement IDEA Algorithm with Digital Image as Key Encryption and Decryption
Journal of Physics: Conference Series
Enhancement IDEA Algorithm with Digital Image as Key Encryption and Decryption
Online Expert System for Diagnosis Psychological Disorders Using Case-Based Reasoning Method
Journal of Physics: Conference Series
Online Expert System for Diagnosis Psychological Disorders Using Case-Based Reasoning Method
Data Security On RFID Information Using Word Auto Key Encryption Algorithm
Journal of Physics: Conference Series
Data Security On RFID Information Using Word Auto Key Encryption Algorithm
A neural network based on particle swarm optimization for detection forest fire
Journal of Physics: Conference Series
A neural network based on particle swarm optimization for detection forest fire
The VIKOR Method to Support the Effectiveness of Decisions in Determining Work Incentive Recipients
Journal of Physics: Conference Series
The VIKOR Method to Support the Effectiveness of Decisions in Determining Work Incentive Recipients
The application of particle swarm optimization using neural network to optimize classification of employee performance assessment
Journal of Physics: Conference Series
The application of particle swarm optimization using neural network to optimize classification of employee performance assessment
Security Analysis Combination Secret Sharing Protocol and Three-Pass Protocol
Journal of Physics: Conference Series
Security Analysis Combination Secret Sharing Protocol and Three-Pass Protocol
Assessing of student's performance and their math test in Islamic school: a Rasch perspective
Journal of Physics: Conference Series
Assessing of student's performance and their math test in Islamic school: a Rasch perspective
Transient liquid phase bonding of stainless steel 316L to Ti-6Al-4V using Cu/Ni multi-interlayer: microstructure, mechanical properties, and fractography
Welding in the World
Transient liquid phase bonding of stainless steel 316L to Ti-6Al-4V using Cu/Ni multi-interlayer: microstructure, mechanical properties, and fractography
Re-thinking of student skills to handling basic computer practice in junior high school
Journal of Physics: Conference Series
Re-thinking of student skills to handling basic computer practice in junior high school
The effect of an android-based application on T-Mobile learning model to improve students' listening competence
1ST INTERNATIONAL CONFERENCE ON ADVANCE AND SCIENTIFIC INNOVATION
The effect of an android-based application on T-Mobile learning model to improve students' listening competence
Skills
Data Science & Analytics
Information Gain, Feature Selection, Sentiment Analysis, C4.5 Algorithm, Classification, K-Means Clustering, Davies Bouldin Index, Fuzzy Mamdani Logic, Decision Tree, Gradient Boosted Trees, Naive Bayes, Data Mining, Unsupervised Data Mining, K-Medoids, Data Analysis.
Three-Pass Protocol Security, Caesar Cipher, Vigenere Cipher, Base64, GOST Algorithm, IDEA Algorithm, Cryptography Protocols, RFID Information Security, Secret Sharing Protocol, Blockchain Technology, Multi-Blockchain Aggregated Identity Schemes, Symmetric Key Cryptographic Algorithm, NTRU Algorithm.
Renewable Energy & Environmental Systems
Solar Photovoltaic Systems, Solar Irradiance Forecasting, Building Integrated Photovoltaic (BIPV), Lithium-ion Batteries Recycling, State of Charge Estimation, Wind Power Forecasting, Solar Water Collectors, Process Safety, Environmental Protection, Energy Management.
Software & Systems Development
Digital Platforms, Electronic Resources, Android Application Development, IoT, Wireless Sensor Networks, Mobile Sensor Networks, Breadth First Search Algorithm, Logic Circuit Optimization.