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.
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.
Journal Reviewer & Volunteer
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Summary
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.
Published by
TEM Journal-Technology Education Management Informatics
Summary
Integrating Information Gain methods for Feature Selection in Distance Education Sentiment Analysis during Covid-19
Published by
Journal of King Saud University - Computer and Information Sciences
Summary
Classification of bird sounds as an early warning method of forest fires using Convolutional Neural Network (CNN) algorithm
Published by
International Journal of Disaster Risk Reduction
Summary
Understanding disaster risk and development of resilience as one of the fundamental drivers of sustainable development in India with special reference to supercyclone Amphan
Published by
Journal of Physics: Conference Series
Summary
The application of particle swarm optimization using neural network to optimize classification of employee performance assessment
Published by
Welding in the World
Summary
Transient liquid phase bonding of stainless steel 316L to Ti-6Al-4V using Cu/Ni multi-interlayer: microstructure, mechanical properties, and fractography
Published by
1ST INTERNATIONAL CONFERENCE ON ADVANCE AND SCIENTIFIC INNOVATION
Summary
The effect of an android-based application on T-Mobile learning model to improve students' listening competence
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.
Deep Learning, Convolutional Neural Network (CNN), Linear Regression, Particle Swarm Optimization, Neural Networks, Machine Learning Algorithms, Pattern Recognition, Speech Emotion Recognition, Expert Systems, Case-Based Reasoning.
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.
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.
Digital Platforms, Electronic Resources, Android Application Development, IoT, Wireless Sensor Networks, Mobile Sensor Networks, Breadth First Search Algorithm, Logic Circuit Optimization.
Publication, Peer Review, Research Methodology, Quantitative Analysis, Statistical Analysis, Academic Writing, Scientific Communication, Editorial Review.