Publication - Akmal Remli

Google Scholar (https://scholar.google.com/citations?user=Ayk0V9EAAAAJ&hl=en&oi=ao)
Web of Science (WOS) (https://www.webofscience.com/wos/author/record/K-9914-2017)
Scopus (https://www.scopus.com/authid/detail.uri?authorId=57211546984)

Google Scholar

Year	Title
2025	PolarBytes: Advancing Polar Research with a Centralized Open-Source Data Sharing Platform
2025	Advancing Biocentric Architecture through Smart Building Application
2024	Ensemble learning approach to enhancing binary classification in Intrusion Detection System for Internet of Things
	AI-driven Q-learning for personalized acne genetics: Innovative approaches and potential genetic markers
	A Hybrid of Differential Evolution and Minimization of Metabolic Adjustment for Succinic and Ethanol Production
	Long-Short Term Memory (LSTM) Based Architecture for Forecasting Tourist Arrivals
	Artificial intelligence and database for NGS-based diagnosis in rare disease
	Improving imbalanced class intrusion detection in IoT with ensemble learning and ADASYN-MLP approach
	Pembangunan Teknologi AI Perlu Selari Nilai Kemanusiaan, Adab
	Performance evaluation of multiclass classification models for ToN-IoT network device datasets
	Polarbytes: Advancing Polar Research with a Centralized Open-Source Data Sharing Platform
2023	Exploring TVET Higher Education Towards Learning Analytics In Malaysia
	A hybrid of ant colony optimization, genetic algorithm and flux balance analysis for optimization of succinic acid production in Escherichia coli
	Deep Learning With Processing Algorithms for Forecasting Tourist Arrivals
	Artificial Bee Colony algorithm in estimating kinetic parameters for yeast fermentation pathway
	Forecasting Tourist Arrivals with Partial Time Series Data Using Long-Short Term Memory (LSTM)
	Wujudkan Kerjasama Universiti, Industri Hasilkan Ciptaan AI Unik
	Recent advancements and challenges of AIoT application in smart agriculture: A review
	The Core of Artificial Intelligence Research at AIBIG
	Generative AI (GenAI) and Large Language Model (LLM)
	AI Spectrum Bulletin
	Foreword by AIBIG Director
2022	Preliminary stages for COVID-19 detection using image processing
	Optimal stator and rotor slots design of induction motors for electric vehicles using opposition-based jellyfish search optimization
	A survey: To govern, protect, and detect security principles on internet of medical things (iomt)
	Optimizing ethanol production in Escherichia coli using a hybrid of particle swarm optimization and artificial bee colony
	A hybrid of Bees algorithm and regulatory on/off minimization for optimizing lactate and succinate production
	Recent Developments of Deep Learning in Future Smart Cities: A Review
	Non-intrusive load monitoring for appliance status determination using feed-forward neural network.
	Preliminary Stages for COVID-19 Detection Using Image Processing. Diagnostics 2022, 12, 3171
	Parameter Estimation in Computational Systems Biology Models: A Comparative Study of Initialization Methods in Global Optimization
	Nieinwazyjne monitorowanie obciążenia w celu okreslenia stanu urządzenia za pomocą sieci neuronowej ze sprzężeniem do przodu
	An Enhancement of Succinate Production Using a Hybrid of Bacterial Foraging Optimization Algorithm
	A Hybrid of Bees Algorithm and Regulatory On/Off Minimization for Optimizing Lactate Production
	Discrete Particle Swarm Optimization for User Grouping in 5G NOMA Networks
2021	5G NOMA user grouping using discrete particle swarm optimization approach
	Forecasting and analysis of solar power output from integrated solar energy and IoT system
	Enhanced directed random walk for the identification of breast cancer prognostic markers from multiclass expression data
	C Programming Skill Levels Determination Using Fuzzy Logic
	A review on recent progress in machine learning and deep learning methods for cancer classification on gene expression data
	Supervised and unsupervised machine learning for cancer classification: recent development
	A comparison of machine learning techniques for sentiment analysis
	Teknologi AI perlu jadi agenda utama pacu ekonomi negara
	Integrated Solar-IoT monitoring and predictive maintenance systems for irrigation (S-IoTP)
	An enhanced feature selection and cancer classification for microarray data using relaxed lasso and support vector machine
2020	Harnessing Artificial Intelligence
	IoT-based Smart Parking System using Android Application
	An Enhanced Segment Particle Swarm Optimization Algorithm for Kinetic Parameters Estimation of the Main Metabolic Model of Escherichia Coli
	Improving intelligent personality prediction using Myers-Briggs type indicator and random forest classifier
	The development of parameter estimation method for Chinese hamster ovary model using black widow optimization algorithm
2019	An improved scatter search algorithm for parameter estimation in large-scale kinetic models of biochemical systems
	Identifying a Gene Knockout Strategy Using a Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis to Enhance the Production of Succinate and Lactate in Escherichia Coli
	Cooperative enhanced scatter search with opposition-based learning schemes for parameter estimation in high dimensional kinetic models of biological systems
	Parameter Estimation of Essential Amino Acids in Arabidopsis thaliana Using Hybrid of Bees Algorithm and Harmony Search
	A Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis for Enhancing Lactate and Succinate in Escherichia Coli
2018	A hybrid of Cuckoo Search and Minimization of Metabolic Adjustment to optimize metabolites production in genome-scale models
2018	Parameter Estimation of Essential Amino
2017	An improved hybrid of particle swarm optimization and the gravitational search algorithm to produce a kinetic parameter estimation of aspartate biochemical pathways
	Metaheuristic optimization for parameter estimation in kinetic models of biological systems-recent development and future direction
	An enhanced scatter search with combined opposition-based learning for parameter estimation in large-scale kinetic models of biochemical systems
	K-means clustering with infinite feature selection for classification tasks in gene expression data
	Classification of colorectal cancer using clustering and feature selection approaches
2015	A Hybrid of Optimization Method for Multi-Objective Constraint Optimization of Biochemical System Production
	Service composition optimization using differential evolution and opposition-based learning
	Web services composition for concurrent plan using artificial intelligence planning
2014	Biological Data Integration and Web Services Composition Using Semantic Web and Artificial Intelligence Planning
2013	An Approach for Biological Data Integration and Knowledge Retrieval Based on Ontology, Semantic Web Services Composition, and AI Planning
2012	Automated biological pathway knowledge retrieval based on semantic web services composition and AI Planning
	Hybridization of Simulated Kalman Filter and Minimization of Metabolic Adjustment for Succinate and Lactate Production

Web of Science (WOS)

Year	Title
2024	AI-driven Q-learning for personalized acne genetics: Innovative approaches and potential genetic markers
2024	Ensemble learning approach to enhancing binary classification in Intrusion Detection System for Internet of Things
2023	Deep Learning With Processing Algorithms for Forecasting Tourist Arrivals
	Artificial Bee Colony algorithm in estimating kinetic parameters for yeast fermentation pathway
	Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review
	A hybrid of ant colony optimization, genetic algorithm and flux balance analysis for optimization of succinic acid production in Escherichia coli
2022	Preliminary Stages for COVID-19 Detection Using Image Processing
	Optimal Stator and Rotor Slots Design of Induction Motors for Electric Vehicles Using Opposition-Based Jellyfish Search Optimization
	Parameter Estimation in Computational Systems Biology Models: A Comparative Study of Initialization Methods in Global Optimization
	A hybrid of Bees algorithm and regulatory on/off minimization for optimizing lactate and succinate production
	A Survey: To Govern, Protect, and Detect Security Principles on Internet of Medical Things (IoMT)
	A Hybrid of Bees Algorithm and Regulatory On/Off Minimization for Optimizing Lactate Production
	Non-intrusive load monitoring for appliance status determination using feed-forward neural network
2021	Enhanced Directed Random Walk for the Identification of Breast Cancer Prognostic Markers from Multiclass Expression Data
	A Review on Recent Progress in Machine Learning and Deep Learning Methods for Cancer Classification on Gene Expression Data
	Forecasting and Analysis of Solar Power Output from Integrated Solar Energy and IoT System
2020	Improving Intelligent Personality Prediction using Myers-Briggs Type Indicator and Random Forest Classifier
	The Development of Parameter Estimation Method for Chinese Hamster Ovary Model using Black Widow Optimization Algorithm
	An Enhanced Segment Particle Swarm Optimization Algorithm for Kinetic Parameters Estimation of the Main Metabolic Model of Escherichia Coli
2019	Identifying a Gene Knockout Strategy Using a Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis to Enhance the Production of Succinate and Lactate in Escherichia Coli
	Cooperative enhanced scatter search with opposition-based learning schemes for parameter estimation in high dimensional kinetic models of biological systems
	An Improved Scatter Search Algorithm for Parameter Estimation in Large-Scale Kinetic Models of Biochemical Systems
	A Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis for Enhancing Lactate and Succinate in Escherichia Coli
	Parameter Estimation of Essential Amino Acids in Arabidopsis thaliana Using Hybrid of Bees Algorithm and Harmony Search
2018	A hybrid of Cuckoo Search and Minimization of Metabolic Adjustment to optimize metabolites production in genome-scale models
2017	An improved hybrid of particle swarm optimization and the gravitational search algorithm to produce a kinetic parameter estimation of aspartate biochemical pathways
	An enhanced scatter search with combined opposition-based learning for parameter estimation in large-scale kinetic models of biochemical systems
	Metaheuristic Optimization for Parameter Estimation in Kinetic Models of Biological Systems – Recent Development and Future Direction
	K-Means Clustering with Infinite Feature Selection for Classification Tasks in Gene Expression Data
	Classification of Colorectal Cancer Using Clustering and Feature Selection Approaches
2013	An Approach for Biological Data Integration and Knowledge Retrieval Based on Ontology, Semantic Web Services Composition, and Al Planning
2013	An Approach for Biological Data Integration and Knowledge Retrieval Based on Ontology, Semantic Web Services Composition, and AI Planning

Scopus

Year	Title
2024	Improving imbalanced class intrusion detection in IoT with ensemble learning and ADASYN-MLP approach
	Performance evaluation of multiclass classification models for ToN-IoT network device datasets
	Ensemble learning approach to enhancing binary classification in Intrusion Detection System for Internet of Things
	AI-driven Q-learning for personalized acne genetics: Innovative approaches and potential genetic markers
	A Hybrid of Differential Evolution and Minimization of Metabolic Adjustment for Succinic and Ethanol Production
	Hybridization of Simulated Kalman Filter and Minimization of Metabolic Adjustment for Succinate and Lactate Production
	Long-Short Term Memory (LSTM) Based Architecture for Forecasting Tourist Arrivals
2023	Deep Learning With Processing Algorithms for Forecasting Tourist Arrivals
	A hybrid of ant colony optimization, genetic algorithm and flux balance analysis for optimization of succinic acid production in Escherichia coli
	Artificial Bee Colony algorithm in estimating kinetic parameters for yeast fermentation pathway
	Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review
	Artificial intelligence and database for NGS-based diagnosis in rare disease
2022	Preliminary Stages for COVID-19 Detection Using Image Processing
	Optimal Stator and Rotor Slots Design of Induction Motors for Electric Vehicles Using Opposition-Based Jellyfish Search Optimization
	Optimizing Ethanol Production in Escherichia Coli Using a Hybrid of Particle Swarm Optimization and Artificial Bee Colony
	A hybrid of Bees algorithm and regulatory on/off minimization for optimizing lactate and succinate production
	A Survey: To Govern, Protect, and Detect Security Principles on Internet of Medical Things (IoMT)
	Parameter Estimation in Computational Systems Biology Models: A Comparative Study of Initialization Methods in Global Optimization
	Non-intrusive load monitoring for appliance status determination using feed-forward neural network \| Nieinwazyjne monitorowanie obciążenia w celu okreslenia stanu urządzenia za pomocą sieci neuronowej ze sprzężeniem do przodu
	Recent Developments of Deep Learning in Future Smart Cities: A Review
	Discrete Particle Swarm Optimization for User Grouping in 5G NOMA Networks
	An Enhancement of Succinate Production Using a Hybrid of Bacterial Foraging Optimization Algorithm
	A Hybrid of Bees Algorithm and Regulatory On/Off Minimization for Optimizing Lactate Production
2021	Enhanced directed random walk for the identification of breast cancer prognostic markers from multiclass expression data
	C Programming Skill Levels Determination Using Fuzzy Logic
	A review on recent progress in machine learning and deep learning methods for cancer classification on gene expression data
	Supervised and Unsupervised Machine Learning for Cancer Classification: Recent Development
	Forecasting and Analysis of Solar Power Output from Integrated Solar Energy and IoT System
	An enhanced feature selection and cancer classification for microarray data using relaxed Lasso and support vector machine
	5G NOMA user grouping using discrete particle swarm optimization approach
2020	IoT-based Smart Parking System using Android Application
	An enhanced segment particle swarm optimization algorithm for kinetic parameters estimation of the main metabolic model of Escherichia coli
	The Development of Parameter Estimation Method for Chinese Hamster Ovary Model using Black Widow Optimization Algorithm
	Improving Intelligent Personality Prediction using Myers-Briggs Type Indicator and Random Forest Classifier
2019	Identifying a Gene Knockout Strategy Using a Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis to Enhance the Production of Succinate and Lactate in Escherichia Coli
	Cooperative enhanced scatter search with opposition-based learning schemes for parameter estimation in high dimensional kinetic models of biological systems
	An improved scatter search algorithm for parameter estimation in large-scale kinetic models of biochemical systems
	A hybrid of simple constrained artificial bee colony algorithm and flux balance analysis for enhancing lactate and succinate in Escherichia Coli
	Parameter estimation of essential amino acids in Arabidopsis thaliana using hybrid of bees algorithm and harmony search
2018	A hybrid of Cuckoo Search and Minimization of Metabolic Adjustment to optimize metabolites production in genome-scale models
2017	An improved hybrid of particle swarm optimization and the gravitational search algorithm to produce a kinetic parameter estimation of aspartate biochemical pathways
	Metaheuristic optimization for parameter estimation in kinetic models of biological systems – Recent development and future direction
	An enhanced scatter search with combined opposition-based learning for parameter estimation in large-scale kinetic models of biochemical systems
	Classification of colorectal cancer using clustering and feature selection approaches
	K-means clustering with infinite feature selection for classification tasks in gene expression data
2015	A hybrid of optimization method for multiobjective constraint optimization of biochemical system production
2015	Web services composition for concurrent plan using artificial intelligence planning
2013	An approach for biological data integration and knowledge retrieval based on ontology, semantic web services composition, and ai planning
2012	Automated biological pathway knowledge retrieval based on semantic web services composition and AI Planning