Mohd Saberi Mohamad

105 papers C 1Misc 27Journal 47Unranked 29
YearRankTypeTitle / Venue / Authors
2025 J jnl
Automatic detection of faults in industrial production of sandwich panels using Deep Learning techniques.
Log. J. IGPL
Sebastián López Flórez, Alfonso González-Briones, Pablo Chamoso, Mohd Saberi Mohamad
2025 J jnl
PolarBytes: Advancing polar research with a centralized open-source data sharing platform.
Environ. Model. Softw.
Nur Haznirah Hazman, Rohaizaazira Mohd Zawawi, Ainin Sofia Jusoh, Muhammad Akmal Remli, Marieanne Christie Leong, Mohd Saberi Mohamad, Sarahani Harun
2025 J jnl
Precision in prediction: tailoring machine learning models for breast cancer missense variants pathogenicity prediction.
Briefings Bioinform.
Rahaf M. Ahmad, Noura Aldhaheri, Mohd Saberi Mohamad, Bassam R. Ali
2024 J jnl
A review of deep learning models and online healthcare databases for electronic health records and their use for health prediction.
Artif. Intell. Rev.
Nurul Athirah Nasarudin, Fatma Al Jasmi, Richard O. Sinnott, Nazar Zaki, Hany Al Ashwal, Elfadil A. Mohamed, Mohd Saberi Mohamad
2024 J jnl
A review of genetic variant databases and machine learning tools for predicting the pathogenicity of breast cancer.
Briefings Bioinform.
Rahaf M. Ahmad, Bassam R. Ali, Fatma Al Jasmi, Richard O. Sinnott, Noura Al Dhaheri, Mohd Saberi Mohamad
2024 J jnl
A systematic review of emotion recognition using cardio-based signals.
ICT Express
Sharifah Noor Masidayu Sayed Ismail, Nor Azlina Bt Ab. Aziz, Siti Zainab Ibrahim, Mohd Saberi Mohamad
2024 J jnl
Data-Driven Analysis of Patients' Body Language in Healthcare: A Comprehensive Review.
IEEE Access
Sherzod Turaev, Aiswarya Babu, Saja Al-Dabet, Jaloliddin Rustamov, Zahiriddin Rustamov, Nazar Zaki, Mohd Saberi Mohamad, Chu Kiong Loo
2024 J jnl
Revolutionizing personalized medicine with generative AI: a systematic review.
Artif. Intell. Rev.
Isaias Ghebrehiwet, Nazar Zaki, Rafat Damseh, Mohd Saberi Mohamad
2023 J jnl
A hybrid of ant colony optimization, genetic algorithm and flux balance analysis for optimization of succinic acid production in Escherichia coli.
Int. J. Model. Simul. Sci. Comput.
Jun Bin Tan, Yee Wen Choon, Kohbalan Moorthy, Hasyiya Karimah Adli, Muhammad Akmal bin Remli, Mohd Arfian Ismail, Zuwairie Ibrahim, Mohd Saberi Mohamad
2023 J jnl
Artificial Bee Colony algorithm in estimating kinetic parameters for yeast fermentation pathway.
J. Integr. Bioinform.
Ahmad Muhaimin Ismail, Muhammad Akmal bin Remli, Yee Wen Choon, Nurul Athirah Nasarudin, Nor Syahidatul Nadiah Binti Ismail, Mohd Arfian Ismail, Mohd Saberi Mohamad
2023 Misc ed.
Practical Applications of Computational Biology and Bioinformatics, 16th International Conference (PACBB 2022), 13-15 July, 2022, L'Aquila, Italy.
PACBB
Florentino Fdez-Riverola, Miguel Rocha, Mohd Saberi Mohamad, Simona Caraiman, Ana Belén Gil González
2023 Misc ed.
Practical Applications of Computational Biology and Bioinformatics, 17th International Conference (PACBB 2023), 12th-14th July, 2023, Guimarães, Portugal
PACBB
Miguel Rocha, Florentino Fdez-Riverola, Mohd Saberi Mohamad, Ana Belén Gil González
2023 J jnl
Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review.
Sensors
Hasyiya Karimah Adli, Muhammad Akmal bin Remli, Khairul Nizar Syazwan Wan Salihin Wong, Nor Alina Binti Ismail, Alfonso González-Briones, Juan Manuel Corchado, Mohd Saberi Mohamad
2023 J jnl
Review and Analysis of Patients' Body Language From an Artificial Intelligence Perspective.
IEEE Access
Sherzod Turaev, Saja Al-Dabet, Aiswarya Babu, Zahiriddin Rustamov, Jaloliddin Rustamov, Nazar Zaki, Mohd Saberi Mohamad, Chu Kiong Loo
2022 J jnl
A hybrid of Bees algorithm and regulatory on/off minimization for optimizing lactate and succinate production.
J. Integr. Bioinform.
Mohd Izzat Yong, Mohd Saberi Mohamad, Yee Wen Choon, Weng Howe Chan, Hasyiya Karimah Adli, Khairul Nizar Syazwan Wan Salihin Wong, Nooraini Yusoff, Muhammad Akmal bin Remli
2022 J jnl
Enhancement of Ethanol Production Using a Hybrid of Firefly Algorithm and Dynamic Flux Balance Analysis.
Int. J. Swarm Intell. Res.
Wan Ting Leong, Mohd Saberi Mohamad, Kohbalan Moorthy, Yee Wen Choon, Hasyiya Karimah Adli, Khairul Nizar Syazwan Wan Salihin Wong, Loo Keat Wei, Nazar Zaki
2022 — conf
Optimizing Ethanol Production in Escherichia Coli Using a Hybrid of Particle Swarm Optimization and Artificial Bee Colony.
ICAAI
Mohamad Faiz Dzulkalnine, Mohd Saberi Mohamad, Yee Wen Choon, Muhammad Akmal bin Remli, Hany Al Ashwal
2022 Misc ed.
Practical Applications of Computational Biology & Bioinformatics, 15th International Conference (PACBB 2021), Salamanca, Spain, 6-8 October, 2021.
PACBB
Miguel Rocha, Florentino Fdez-Riverola, Mohd Saberi Mohamad, Roberto Casado-Vara
2021 Misc conf
A Hybrid of Bees Algorithm and Regulatory On/Off Minimization for Optimizing Lactate Production.
PACBB
Mohd Izzat Yong, Mohd Saberi Mohamad, Yee Wen Choon, Weng Howe Chan, Hasyiya Karimah Adli, Khairul Nizar Syazwan Wan Salihin Wong, Nooraini Yusoff, Muhammad Akmal bin Remli
2021 J jnl
A brief review of simulated Kalman Filter Algorithm - variants and applications.
F1000Research
Nor Hidayati Bt Abdul Aziz, Zuwairie Ibrahim, Nor Azlina Bt Ab. Aziz, Mohd Saberi Mohamad, Muhammad Razlan Kamaruzaman
2021 J jnl
Deepint.net: A Rapid Deployment Platform for Smart Territories.
Sensors
Juan M. Corchado, Pablo Chamoso, Guillermo Hernández, Agustín San Roman Gutierrez, Alberto Rivas Camacho, Alfonso González-Briones, Francisco Pinto-Santos, Enrique Goyenechea, David García-Retuerta, María Alonso-Miguel, Beatriz Bellido Hernandez, Diego Valdeolmillos Villaverde, Manuel Sanchez-Verdejo, Pablo Plaza-Martínez, Manuel López-Pérez, Sergio Manzano-García, Ricardo S. Alonso, Roberto Casado-Vara, Javier Prieto Tejedor, Fernando De la Prieta, Sara Rodríguez-González, Javier Parra-Domínguez, Mohd Saberi Mohamad, Saber Trabelsi, Enrique Díaz-Plaza Sanz, José Alberto García Coria, Tan Yigitcanlar, Paulo Novais, Sigeru Omatu
2021 J jnl
Enhanced Directed Random Walk for the Identification of Breast Cancer Prognostic Markers from Multiclass Expression Data.
Entropy
Hui Wen Nies, Mohd Saberi Mohamad, Zalmiyah Zakaria, Weng Howe Chan, Muhammad Akmal bin Remli, Yong Hui Nies
2021 J jnl
In silico gene knockout prediction using a hybrid of Bat algorithm and minimization of metabolic adjustment.
J. Integr. Bioinform.
Mei Yen Man, Mohd Saberi Mohamad, Yee Wen Choon, Mohd Arfian Ismail
2021 Misc ed.
Practical Applications of Computational Biology & Bioinformatics, 14th International Conference (PACBB 2020), L'Aquila, Italy, 17-19 June, 2020.
PACBB
Gabriella Panuccio, Miguel Rocha, Florentino Fdez-Riverola, Mohd Saberi Mohamad, Roberto Casado-Vara
2020 Misc conf
A Hybrid of Bat Algorithm and Minimization of Metabolic Adjustment for Succinate and Lactate Production.
PACBB
Mei Yen Man, Mohd Saberi Mohamad, Yee Wen Choon, Mohd Arfian Ismail
2020 J jnl
Comparative Study of One-Class Based Anomaly Detection Techniques for a Bicomponent Mixing Machine Monitoring.
Cybern. Syst.
Esteban Jove, José Luís Casteleiro-Roca, Roberto Casado-Vara, Héctor Quintián, Juan Albino Méndez Pérez, Mohd Saberi Mohamad, José Luís Calvo-Rolle
2020 J jnl
Comparison of Optimization-Modelling Methods for Metabolites Production in Escherichia coli.
J. Integr. Bioinform.
Mee K. Lee, Mohd Saberi Mohamad, Yee Wen Choon, Kauthar Mohd Daud, Nurul Athirah Nasarudin, Mohd Arfian Ismail, Zuwairie Ibrahim, Suhaimi Napis, Richard O. Sinnott
2020 — ed.
Distributed Computing and Artificial Intelligence, 15th International Conference, DCAI 2018, Toledo, Spain, 20-22 June 2018, Special Sessions II
DCAI (Special Sessions II)
Sigeru Omatu, Mohd Saberi Mohamad, Paulo Novais, Enrique Díaz-Plaza Sanz, José Alberto García Coria
2020 Misc ed.
Practical Applications of Computational Biology and Bioinformatics, 13th International Conference, PABCC 2019, Avila, Spain, 26-28 June 2019.
PACBB
Florentino Fdez-Riverola, Miguel Rocha, Mohd Saberi Mohamad, Nazar Zaki, José A. Castellanos-Garzón
2019 Misc conf
A Hybrid of Particle Swarm Optimization and Minimization of Metabolic Adjustment for Ethanol Production of Escherichia Coli.
PACBB
Mee K. Lee, Mohd Saberi Mohamad, Yee Wen Choon, Kauthar Mohd Daud, Nurul Athirah Nasarudin, Mohd Arfian Ismail, Zuwairie Ibrahim, Suhaimi Napis, Richard O. Sinnott
2019 J jnl
A non-dominated sorting Differential Search Algorithm Flux Balance Analysis (ndsDSAFBA) for
Comput. Biol. Medicine
Kauthar Mohd Daud, Mohd Saberi Mohamad, Zalmiyah Zakaria, Rohayanti Hassan, Zuraini Ali Shah, Safaai Deris, Zuwairie Ibrahim, Suhaimi Napis, Richard O. Sinnott
2019 J jnl
Cooperative enhanced scatter search with opposition-based learning schemes for parameter estimation in high dimensional kinetic models of biological systems.
Expert Syst. Appl.
Muhammad Akmal bin Remli, Mohd Saberi Mohamad, Safaai Deris, Azurah A. Samah, Sigeru Omatu, Juan M. Corchado
2019 Misc ed.
Practical Applications of Computational Biology and Bioinformatics, 12th International Conference, PACBB 2018, Toledo, Spain, 20-22 May, 2018.
PACBB
Florentino Fdez-Riverola, Mohd Saberi Mohamad, Miguel Rocha, Juan F. De Paz, Pascual González
2018 Misc conf
A Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis for Enhancing Lactate and Succinate in Escherichia Coli.
PACBB
Mei Kie Hon, Mohd Saberi Mohamad, Abdul Hakim Mohamed Salleh, Yee Wen Choon, Muhammad Akmal bin Remli, Mohd Arfian Ismail, Sigeru Omatu, Juan Manuel Corchado
2018 J jnl
A hybrid of Cuckoo Search and Minimization of Metabolic Adjustment to optimize metabolites production in genome-scale models.
Comput. Biol. Medicine
Muhammad Azharuddin Arif, Mohd Saberi Mohamad, Muhammad Shafie Abdul Latif, Safaai Deris, Muhammad Akmal bin Remli, Kauthar Mohd Daud, Zuwairie Ibrahim, Sigeru Omatu, Juan Manuel Corchado Rodríguez
2018 J jnl
Improving particle swarm optimization via adaptive switching asynchronous - synchronous update.
Appl. Soft Comput.
Nor Azlina Bt Ab. Aziz, Zuwairie Ibrahim, Marizan Mubin, Sophan Wahyudi Nawawi, Mohd Saberi Mohamad
2018 J jnl
NAHAL-Flex: A Numerical and Alphabetical Hinge Detection Algorithm for Flexible Protein Structure Alignment.
IEEE ACM Trans. Comput. Biol. Bioinform.
Samira Fotoohifiroozabadi, Mohd Saberi Mohamad, Safaai Deris
2018 Misc conf
Parameter Estimation of Essential Amino Acids in Arabidopsis thaliana Using Hybrid of Bees Algorithm and Harmony Search.
PACBB
Mei Yee Aw, Mohd Saberi Mohamad, Chuii Khim Chong, Safaai Deris, Muhammad Akmal bin Remli, Mohd Arfian Ismail, Juan Manuel Corchado, Sigeru Omatu
2017 Misc ed.
11th International Conference on Practical Applications of Computational Biology & Bioinformatics, PACBB 2017, Porto, Portugal, 21-23 June, 2017
PACBB
Florentino Fdez-Riverola, Mohd Saberi Mohamad, Miguel P. Rocha, Juan F. De Paz, Tiago Pinto
2017 J jnl
An enhanced scatter search with combined opposition-based learning for parameter estimation in large-scale kinetic models of biochemical systems.
Eng. Appl. Artif. Intell.
Muhammad Akmal bin Remli, Safaai Deris, Mohd Saberi Mohamad, Sigeru Omatu, Juan Manuel Corchado
2017 J jnl
An improved hybrid of particle swarm optimization and the gravitational search algorithm to produce a kinetic parameter estimation of aspartate biochemical pathways.
Biosyst.
Ahmad Muhaimin Ismail, Mohd Saberi Mohamad, Hairudin Abdul Majid, Khairul Hamimah Abas, Safaai Deris, Nazar Zaki, Siti Zaiton Mohd Hashim, Zuwairie Ibrahim, Muhammad Akmal bin Remli
2017 Misc conf
Classification of Colorectal Cancer Using Clustering and Feature Selection Approaches.
PACBB
Hui Wen Nies, Kauthar Mohd Daud, Muhammad Akmal bin Remli, Mohd Saberi Mohamad, Safaai Deris, Sigeru Omatu, Shahreen Kasim, Ghazali Sulong
2017 Misc conf
K-Means Clustering with Infinite Feature Selection for Classification Tasks in Gene Expression Data.
PACBB
Muhammad Akmal bin Remli, Kauthar Mohd Daud, Hui Wen Nies, Mohd Saberi Mohamad, Safaai Deris, Sigeru Omatu, Shahreen Kasim, Ghazali Sulong
2017 J jnl
Samira-VP: A simple protein alignment method with rechecking the alphabet vector positions.
J. Bioinform. Comput. Biol.
Samira Fotoohifiroozabadi, Mohd Saberi Mohamad, Safaai Deris
2016 Misc ed.
10th International Conference on Practical Applications of Computational Biology & Bioinformatics, PACBB 2016, Sevilla, Spain, 1-3 June 2016
PACBB
Mohd Saberi Mohamad, Miguel P. Rocha, Florentino Fdez-Riverola, Francisco José Domínguez Mayo, Juan F. De Paz
2016 Misc conf
A Hybrid of Harmony Search and Minimization of Metabolic Adjustment for Optimization of Succinic Acid Production.
PACBB
Nor Syahirah Abdul Wahid, Mohd Saberi Mohamad, Abdul Hakim Mohamed Salleh, Safaai Deris, Weng Howe Chan, Sigeru Omatu, Juan Manuel Corchado, Muhammad Farhan Sjaugi, Zuwairie Ibrahim, Zulkifli Md. Yusof
2016 J jnl
An improved gSVM-SCADL2 with firefly algorithm for identification of informative genes and pathways.
Int. J. Bioinform. Res. Appl.
Weng Howe Chan, Mohd Saberi Mohamad, Safaai Deris, Juan Manuel Corchado, Sigeru Omatu, Zuwairie Ibrahim, Shahreen Kasim
2016 Misc conf
Exploring the High Performance Computing-Enablement of a Suite of Gene-Knockout Based Genetic Engineering Applications.
PACBB
Zhenya Li, Richard O. Sinnott, Yee Wen Choon, Muhammad Farhan Sjaugi, Mohd Saberi Mohamad, Safaai Deris, Suhaimi Napis, Sigeru Omatu, Juan Manuel Corchado, Zuwairie Ibrahim, Zulkifli Md. Yusof
2016 J jnl
Identification of informative genes and pathways using an improved penalized support vector machine with a weighting scheme.
Comput. Biol. Medicine
Weng Howe Chan, Mohd Saberi Mohamad, Safaai Deris, Nazar Zaki, Shahreen Kasim, Sigeru Omatu, Juan Manuel Corchado, Hany Al Ashwal
2016 Misc conf
Investigation of the Effects of Imputation Methods for Gene Regulatory Networks Modelling Using Dynamic Bayesian Networks.
DCAI
Sin Yi Lim, Mohd Saberi Mohamad, Lian En Chai, Safaai Deris, Weng Howe Chan, Sigeru Omatu, Juan Manuel Corchado, Muhammad Farhan Sjaugi, Muhammad Mahfuz Zainuddin, Gopinathaan Rajamohan, Zuwairie Ibrahim, Zulkifli Md. Yusof
2015 J jnl
Metabolites production improvement by identifying minimal genomes and essential genes using flux balance analysis.
Int. J. Data Min. Bioinform.
Abdul Hakim Mohamed Salleh, Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias
2014 Misc conf
A gene knockout strategy for succinate production using a hybrid algorithm of bees algorithm and minimization of metabolic adjustment.
GrC
Ching Lee Koo, Mohd Saberi Mohamad, Sigeru Omatu, Abdul Hakim Mohamed Salleh, Safaai Deris, Michifumi Yoshioka
2014 J jnl
A group-specific tuning parameter for hybrid of SVM and SCAD in identification of informative genes and pathways.
Int. J. Data Min. Bioinform.
Muhammad Faiz Misman, Mohd Saberi Mohamad, Safaai Deris, Siti Zaiton Mohd Hashim
2014 J jnl
A hybrid of ant colony optimization and minimization of metabolic adjustment to improve the production of succinic acid in Escherichia coli.
Comput. Biol. Medicine
Shiue Kee Chong, Mohd Saberi Mohamad, Abdul Hakim Mohamed Salleh, Yee Wen Choon, Chuii Khim Chong, Safaai Deris
2014 J jnl
A hybrid of bees algorithm and flux balance analysis (BAFBA) for the optimisation of microbial strains.
Int. J. Data Min. Bioinform.
Yee Wen Choon, Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias
2014 J jnl
A review on the computational approaches for gene regulatory network construction.
Comput. Biol. Medicine
Lian En Chai, Swee Kuan Loh, Swee Thing Low, Mohd Saberi Mohamad, Safaai Deris, Zalmiyah Zakaria
2014 J jnl
An improved differential evolution algorithm for enhancing biochemical pathways simulation and production.
Int. J. Data Min. Bioinform.
Chuii Khim Chong, Mohd Saberi Mohamad, Safaai Deris, Mohd Shahir Shamsir, Afnizanfaizal Abdullah
2014 — conf
HomeCare, Elder People Monitoring System and TV Communication.
PAAMS (Workshops)
Victor Parra, Vivian F. López Batista, Mohd Saberi Mohamad
2014 J jnl
Identification of gene knockout strategies using a hybrid of an ant colony optimization algorithm and flux balance analysis to optimize microbial strains.
Comput. Biol. Chem.
Shi Jing Lu, Abdul Hakim Mohamed Salleh, Mohd Saberi Mohamad, Safaai Deris, Sigeru Omatu, Michifumi Yoshioka
2014 Misc conf
Inferring gene regulatory networks from perturbed gene expression data using a dynamic Bayesian network with a Markov Chain Monte Carlo algorithm.
GrC
Swee Thing Low, Mohd Saberi Mohamad, Sigeru Omatu, Lian En Chai, Safaai Deris, Michifumi Yoshioka
2014 Misc conf
Multiagent Application in Mobile Environments to Data Collection in Park Zones.
DCAI
María Navarro, Fernando De la Prieta, Gabriel Villarrubia, Mohd Saberi Mohamad
2013 Misc ed.
7th International Conference on Practical Applications of Computational Biology & Bioinformatics, PACBB 2013, 22-14 May, 2013, Salamanca, Spain
PACBB
Mohd Saberi Mohamad, Loris Nanni, Miguel P. Rocha, Florentino Fdez-Riverola
2013 — conf
A Constraint and Rule in an Enhancement of Binary Particle Swarm Optimization to Select Informative Genes for Cancer Classification.
PAKDD Workshops
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
2013 — conf
A Hybrid of Artificial Bee Colony and Flux Balance Analysis for Identifying Optimum Knockout Strategies for Producing High Yields of Lactate in Echerichia Coli.
BDI
Seet Sun Lee, Yee Wen Choon, Lian En Chai, Chuii Khim Chong, Safaai Deris, Rosli Md. Illias, Mohd Saberi Mohamad
2013 — conf
A Hybrid of SVM and SCAD with Group-Specific Tuning Parameters in Identification of Informative Genes and Biological Pathways.
PAKDD Workshops
Muhammad Faiz Misman, Weng Howe Chan, Mohd Saberi Mohamad, Safaai Deris
2013 J jnl
An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes.
Algorithms Mol. Biol.
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka, Afnizanfaizal Abdullah, Zuwairie Ibrahim
2013 — conf
Identifying Gene Knockout Strategy Using Bees Hill Flux Balance Analysis (BHFBA) for Improving the Production of Ethanol in Bacillus Subtilis.
BDI
Yee Wen Choon, Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias, Lian En Chai, Chuii Khim Chong
2013 — conf
Identifying Gene Knockout Strategy Using Bees Hill Flux Balance Analysis (BHFBA) for Improving the Production of Succinic Acid and Glycerol in Saccharomyces cerevisiae.
PAKDD Workshops
Yee Wen Choon, Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias, Lian En Chai, Chuii Khim Chong
2013 — conf
Identifying Minimal Genomes and Essential Genes in Metabolic Model Using Flux Balance Analysis.
ACIIDS (1)
Abdul Hakim Mohamed Salleh, Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias
2013 — conf
Inferring E. coli SOS Response Pathway from Gene Expression Data Using IST-DBN with Time Lag Estimation.
BDI
Lian En Chai, Mohd Saberi Mohamad, Safaai Deris, Chuii Khim Chong, Yee Wen Choon
2013 — conf
Inferring Gene Networks from Gene Expression Data Using Dynamic Bayesian Network with Different Scoring Metric Approaches.
BDI
Masarrah Abdul Mutalib, Lian En Chai, Chuii Khim Chong, Yee Wen Choon, Safaai Deris, Rosli Md. Illias, Mohd Saberi Mohamad
2013 — conf
Modelling Gene Networks by a Dynamic Bayesian Network-Based Model with Time Lag Estimation.
PAKDD Workshops
Lian En Chai, Mohd Saberi Mohamad, Safaai Deris, Chuii Khim Chong, Yee Wen Choon
2013 — conf
Multiclass Prediction for Cancer Microarray Data Using Various Variables Range Selection Based on Random Forest.
PAKDD Workshops
Kohbalan Moorthy, Mohd Saberi Mohamad, Safaai Deris
2013 — conf
Multiple Gene Sets for Cancer Classification Using Gene Range Selection Based on Random Forest.
ACIIDS (1)
Kohbalan Moorthy, Mohd Saberi Mohamad, Safaai Deris
2013 — conf
Parameter Estimation Using Improved Differential Evolution (IDE) and Bacterial Foraging Algorithm to Model Tyrosine Production in Mus Musculus (Mouse).
PAKDD Workshops
Jia Xing Yeoh, Chuii Khim Chong, Yee Wen Choon, Lian En Chai, Safaai Deris, Rosli Md. Illias, Mohd Saberi Mohamad
2013 — conf
Prediction of Vanillin Production in Yeast Using a Hybrid of Continuous Bees Algorithm and Flux Balance Analysis (CBAFBA).
BDI
Leang Huat Yin, Yee Wen Choon, Lian En Chai, Chuii Khim Chong, Safaai Deris, Rosli Md. Illias, Mohd Saberi Mohamad
2013 — conf
Threonine Biosynthesis Pathway Simulation Using IBMDE with Parameter Estimation.
PAKDD Workshops
Chuii Khim Chong, Mohd Saberi Mohamad, Safaai Deris, Mohd Shahir Shamsir, Yee Wen Choon, Lian En Chai
2013 — conf
Using Ant Colony Optimization (ACO) on Kinetic Modeling of the Acetoin Production in Lactococcus Lactis C7.
BDI
Nor Farhah Binti Saidin, Chuii Khim Chong, Yee Wen Choon, Lian En Chai, Safaai Deris, Rosli Md. Illias, Mohd Shahir Shamsir, Mohd Saberi Mohamad
2013 — conf
Using Bees Hill Flux Balance Analysis (BHFBA) for in silico Microbial Strain Optimization.
ACIIDS (1)
Yee Wen Choon, Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias, Lian En Chai, Chuii Khim Chong
2013 — conf
Using Particle Swarm Optimization for Estimating Kinetics Parameters on Essential Amino Acid Production of Arabidopsis Thaliana.
BDI
Siew Teng Ng, Chuii Khim Chong, Yee Wen Choon, Lian En Chai, Safaai Deris, Rosli Md. Illias, Mohd Shahir Shamsir, Mohd Saberi Mohamad
2012 Misc conf
A Hybrid of SVM and SCAD with Group-Specific Tuning Parameter for Pathway-Based Microarray Analysis.
DCAI
Muhammad Faiz Misman, Mohd Saberi Mohamad, Safaai Deris, Raja Nurul Mardhiah Raja Mohamad, Siti Zaiton Mohd Hashim, Sigeru Omatu
2012 Misc conf
A New Hybrid Firefly Algorithm for Complex and Nonlinear Problem.
DCAI
Afnizanfaizal Abdullah, Safaai Deris, Mohd Saberi Mohamad, Siti Zaiton Mohd Hashim
2012 Misc conf
Identifying Gene Knockout Strategies Using a Hybrid of Bees Algorithm and Flux Balance Analysis for in Silico Optimization of Microbial Strains.
DCAI
Yee Wen Choon, Mohd Saberi Mohamad, Safaai Deris, Chuii Khim Chong, Lian En Chai, Zuwairie Ibrahim, Sigeru Omatu
2012 J jnl
Improved Differential Evolution Algorithm for Parameter Estimation to Improve the Production of Biochemical Pathway.
Int. J. Interact. Multim. Artif. Intell.
Chuii Khim Chong, Mohd Saberi Mohamad, Safaai Deris, Mohd Shahir Shamsir, Yee Wen Choon, Lian En Chai
2012 Misc conf
Inferring Gene Regulatory Networks from Gene Expression Data by a Dynamic Bayesian Network-Based Model.
DCAI
Lian En Chai, Mohd Saberi Mohamad, Safaai Deris, Chuii Khim Chong, Yee Wen Choon, Zuwairie Ibrahim, Sigeru Omatu
2012 Misc conf
Using an Improved Differential Evolution Algorithm for Parameter Estimation to Simulate Glycolysis Pathway.
DCAI
Chuii Khim Chong, Mohd Saberi Mohamad, Safaai Deris, Mohd Shahir Shamsir, Afnizanfaizal Abdullah, Yee Wen Choon, Lian En Chai, Sigeru Omatu
2011 J jnl
A Modified Binary Particle Swarm Optimization for Selecting the Small Subset of Informative Genes From Gene Expression Data.
IEEE Trans. Inf. Technol. Biomed.
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
2011 C conf
An improved local best searching in Particle Swarm Optimization using Differential Evolution.
HIS
Afnizanfaizal Abdullah, Safaai Deris, Siti Zaiton Mohd Hashim, Mohd Saberi Mohamad, Satya Nanda Vel Arjunan
2011 — conf
Identifying Metabolic Pathway within Microarray Gene Expression Data Using Combination of Probabilistic Models.
KTW
Abdul Hakim Mohamed Salleh, Mohd Saberi Mohamad
2011 — conf
Optimized Local Protein Structure with Support Vector Machine to Predict Protein Secondary Structure.
KTW
Yin Fai Chin, Rohayanti Hassan, Mohd Saberi Mohamad
2011 — conf
Parameter Estimation for Simulation of Glycolysis Pathway by Using an Improved Differential Evolution.
KTW
Chuii Khim Chong, Mohd Saberi Mohamad, Safaai Deris, Yee Wen Choon, Lian En Chai
2011 — conf
Prediction of Protein Residue Contact Using Support Vector Machine.
KTW
Weng Howe Chan, Mohd Saberi Mohamad
2011 — conf
Random Forest for Gene Selection and Microarray Data Classification.
KTW
Kohbalan Moorthy, Mohd Saberi Mohamad
2010 J jnl
Particle swarm optimization with a modified sigmoid function for gene selection from gene expression data.
Artif. Life Robotics
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
2010 — conf
Selecting Genes from Gene Expression Data by using an Enhancement of Binary Particle Swarm Optimization for Cancer Classification.
ICAART (1)
Mohd Saberi Mohamad, Sigeru Omatu, Michifumi Yoshioka, Safaai Deris
2009 J jnl
A multi-objective strategy in genetic algorithms for gene selection of gene expression data.
Artif. Life Robotics
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Muhammad Faiz Misman, Michifumi Yoshioka
2009 — conf
An Improved Binary Particle Swarm Optimisation for Gene Selection in Classifying Cancer Classes.
IWANN (2)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka, Anazida Binti Zainal
2009 — conf
An Iterative GASVM-Based Method: Gene Selection and Classification of Microarray Data.
IWANN (2)
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
2009 J jnl
Gene subset selection using an iterative approach based on genetic algorithms.
Artif. Life Robotics
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
2009 J jnl
Particle swarm optimization for gene selection in classifying cancer classes.
Artif. Life Robotics
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
2009 J jnl
Selecting informative genes from microarray data by using hybrid methods for cancer classification.
Artif. Life Robotics
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Muhammad Faiz Misman, Michifumi Yoshioka
2008 — conf
A Recursive Genetic Algorithm to Automatically Select Genes for Cancer Classification.
IWPACBB
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka
2008 — conf
An Approach Using Hybrid Methods to Select Informative Genes from Microarray Data for Cancer Classification.
Asia International Conference on Modelling and Simulation
Mohd Saberi Mohamad, Sigeru Omatu, Michifumi Yoshioka, Safaai Deris
2007 J jnl
A model for gene selection and classification of gene expression data.
Artif. Life Robotics
Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Siti Zaiton Mohd Hashim
2005 J jnl
A Hybrid of Genetic Algorithm and Support Vector Machine for Features Selection and Classification of Gene Expression Microarray.
Int. J. Comput. Intell. Appl.
Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias