Sigeru Omatu
Affiliations:- Hiroshima University, Digital Monozukuri (Manufacturing) Education Research Centre, Japan
- Osaka Institute of Technology, Japan
According to our database1,
Sigeru Omatu
authored at least 210 papers
between 1974 and 2022.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
On csauthors.net:
Bibliography
2022
A Comparison of RGB and RGNIR Color Spaces for Plastic Waste Detection Using The YOLOv5 Architecture.
Proceedings of the IEEE International Conference on Artificial Intelligence in Engineering and Technology, 2022
Pre-trained Deep Learning Models for COVID19 Classification: CNNs vs. Vision Transformer.
Proceedings of the IEEE International Conference on Artificial Intelligence in Engineering and Technology, 2022
Internet-of-Things for Smart Dryers: Enablers, State of the arts, Challenges, and Solutions.
Proceedings of the IEEE International Conference on Artificial Intelligence in Engineering and Technology, 2022
2021
Sensors, 2021
J. Artif. Intell. Soft Comput. Res., 2021
Fusion of Moment Invariant Method and Deep Learning Algorithm for COVID-19 Classification.
Big Data Cogn. Comput., 2021
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021
2020
A route selection approach for variable data transmission in wireless sensor networks.
Clust. Comput., 2020
2019
Cooperative enhanced scatter search with opposition-based learning schemes for parameter estimation in high dimensional kinetic models of biological systems.
Expert Syst. Appl., 2019
Proceedings of the Distributed Computing and Artificial Intelligence, 2019
2018
A hybrid of Cuckoo Search and Minimization of Metabolic Adjustment to optimize metabolites production in genome-scale models.
Comput. Biol. Medicine, 2018
An evaluation of an olfactory sensor and recognition system using metal-oxide semiconductor gas sensor with variable heater controller.
Artif. Life Robotics, 2018
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2018
A Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis for Enhancing Lactate and Succinate in Escherichia Coli.
Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2018
Parameter Estimation of Essential Amino Acids in Arabidopsis thaliana Using Hybrid of Bees Algorithm and Harmony Search.
Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2018
Proceedings of the Distributed Computing and Artificial Intelligence, 2018
2017
Neurocomputing, 2017
An enhanced scatter search with combined opposition-based learning for parameter estimation in large-scale kinetic models of biochemical systems.
Eng. Appl. Artif. Intell., 2017
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2017
K-Means Clustering with Infinite Feature Selection for Classification Tasks in Gene Expression Data.
Proceedings of the 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2017
Classification of Colorectal Cancer Using Clustering and Feature Selection Approaches.
Proceedings of the 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2017
Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017
Proceedings of the Distributed Computing and Artificial Intelligence, 2017
2016
An improved gSVM-SCADL2 with firefly algorithm for identification of informative genes and pathways.
Int. J. Bioinform. Res. Appl., 2016
Identification of informative genes and pathways using an improved penalized support vector machine with a weighting scheme.
Comput. Biol. Medicine, 2016
A Hybrid of Harmony Search and Minimization of Metabolic Adjustment for Optimization of Succinic Acid Production.
Proceedings of the 10th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2016
Exploring the High Performance Computing-Enablement of a Suite of Gene-Knockout Based Genetic Engineering Applications.
Proceedings of the 10th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2016
Proceedings of the Distributed Computing and Artificial Intelligence, 2016
Investigation of the Effects of Imputation Methods for Gene Regulatory Networks Modelling Using Dynamic Bayesian Networks.
Proceedings of the Distributed Computing and Artificial Intelligence, 2016
A Comparison of the YCBCR Color Space with Gray Scale for Face Recognition for Surveillance Applications.
Proceedings of the Distributed Computing and Artificial Intelligence, 2016
2015
A combined negative selection algorithm-particle swarm optimization for an email spam detection system.
Eng. Appl. Artif. Intell., 2015
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015
Proceedings of the Trends in Practical Applications of Agents, Multi-Agent Systems and Sustainability, 2015
Proceedings of the Ambient Intelligence - Software and Applications, 2015
Proceedings of the IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2015
Proceedings of the Distributed Computing and Artificial Intelligence, 2015
The Effect of Training Data Selection on Face Recognition in Surveillance Application.
Proceedings of the Distributed Computing and Artificial Intelligence, 2015
Proceedings of the 10th Asian Control Conference, 2015
Proceedings of the 10th Asian Control Conference, 2015
Proceedings of the 10th Asian Control Conference, 2015
2014
A new hybrid imperialist swarm-based optimization algorithm for university timetabling problems.
Inf. Sci., 2014
Hybrid email spam detection model with negative selection algorithm and differential evolution.
Eng. Appl. Artif. Intell., 2014
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., 2014
Proceedings of the New Trends in Software Methodologies, Tools and Techniques, 2014
Proceedings of the Symposium on Applied Computing, 2014
Proceedings of the Trends in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection, 2014
Proceedings of the Trends in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection, 2014
Proceedings of the Trends in Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection, 2014
Proceedings of the Ambient Intelligence - Software and Applications, 2014
Inferring gene regulatory networks from perturbed gene expression data using a dynamic Bayesian network with a Markov Chain Monte Carlo algorithm.
Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014
A gene knockout strategy for succinate production using a hybrid algorithm of bees algorithm and minimization of metabolic adjustment.
Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014
Proceedings of the 17th International Conference on Information Fusion, 2014
2013
An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes.
Algorithms Mol. Biol., 2013
A Constraint and Rule in an Enhancement of Binary Particle Swarm Optimization to Select Informative Genes for Cancer Classification.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013
Proceedings of the IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems, 2013
Proceedings of the Distributed Computing and Artificial Intelligence, 2013
2012
Artif. Life Robotics, 2012
Proceedings of the Distributed Computing and Artificial Intelligence, 2012
Proceedings of the Distributed Computing and Artificial Intelligence, 2012
A Hybrid of SVM and SCAD with Group-Specific Tuning Parameter for Pathway-Based Microarray Analysis.
Proceedings of the Distributed Computing and Artificial Intelligence, 2012
Identifying Gene Knockout Strategies Using a Hybrid of Bees Algorithm and Flux Balance Analysis for in Silico Optimization of Microbial Strains.
Proceedings of the Distributed Computing and Artificial Intelligence, 2012
Using an Improved Differential Evolution Algorithm for Parameter Estimation to Simulate Glycolysis Pathway.
Proceedings of the Distributed Computing and Artificial Intelligence, 2012
Inferring Gene Regulatory Networks from Gene Expression Data by a Dynamic Bayesian Network-Based Model.
Proceedings of the Distributed Computing and Artificial Intelligence, 2012
2011
A Modified Binary Particle Swarm Optimization for Selecting the Small Subset of Informative Genes From Gene Expression Data.
IEEE Trans. Inf. Technol. Biomed., 2011
J. Adv. Comput. Intell. Intell. Informatics, 2011
Modeling the correlations of crude oil properties based on sensitivity based linear learning method.
Eng. Appl. Artif. Intell., 2011
Proceedings of the IEEE 6th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2011
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2011
2010
Artif. Life Robotics, 2010
Artif. Life Robotics, 2010
Artif. Life Robotics, 2010
Particle swarm optimization with a modified sigmoid function for gene selection from gene expression data.
Artif. Life Robotics, 2010
Selecting Genes from Gene Expression Data by using an Enhancement of Binary Particle Swarm Optimization for Cancer Classification.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010
Proceedings of the Distributed Computing and Artificial Intelligence, 2010
Proceedings of the Distributed Computing and Artificial Intelligence, 2010
Web Clustering Using Social Bookmarking Data with Dimension Reduction Regarding Similarity.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010
2009
An analysis of expression data using a support vector machine and dimensional reduction methods.
Artif. Life Robotics, 2009
Continuous fatigue level estimation for the classification of fatigued bills based on an acoustic signal feature by a supervised SOM.
Artif. Life Robotics, 2009
Artif. Life Robotics, 2009
Artif. Life Robotics, 2009
Selecting informative genes from microarray data by using hybrid methods for cancer classification.
Artif. Life Robotics, 2009
A multi-objective strategy in genetic algorithms for gene selection of gene expression data.
Artif. Life Robotics, 2009
Proceedings of the Distributed Computing, 2009
Proceedings of the Distributed Computing, 2009
Proceedings of the Distributed Computing, 2009
An Improved Binary Particle Swarm Optimisation for Gene Selection in Classifying Cancer Classes.
Proceedings of the Distributed Computing, 2009
An Iterative GASVM-Based Method: Gene Selection and Classification of Microarray Data.
Proceedings of the Distributed Computing, 2009
Proceedings of the 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing, 2009
Proceedings of the 2nd IFAC International Conference on Intelligent Control Systems and Signal Processing, 2009
2008
IEEE Trans Autom. Sci. Eng., 2008
Fatigue level estimation of bill based on feature-selected acoustic energy pattern by using supervised SOM.
Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008
A Recursive Genetic Algorithm to Automatically Select Genes for Cancer Classification.
Proceedings of the 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics, 2008
Fatigue Level Estimation of Bill by Using Supervised SOM Based on Feature-Selected Acoustic Energy Pattern.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008
An Approach Using Hybrid Methods to Select Informative Genes from Microarray Data for Cancer Classification.
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008
2007
Artif. Life Robotics, 2007
Artif. Life Robotics, 2007
Artif. Life Robotics, 2007
Text Categorization Using Earth Mover's Distance as Similarity Measure.
Proceedings of the ICEIS 2007, 2007
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007
2006
Artif. Life Robotics, 2006
An image segmentation method using histograms and the human characteristics of HSI color space for a scene image.
Artif. Life Robotics, 2006
Proceedings of the IEEE International Conference on Systems, 2006
Compact Electronic Nose Systems Using Metal Oxide Gas Sensors for Fire Detection Systems.
Proceedings of the International Joint Conference on Neural Networks, 2006
2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
Artif. Life Robotics, 2005
Artif. Life Robotics, 2005
2004
Improvement of reliability in banknote classification using reject option and local PCA.
Inf. Sci., 2004
Int. J. Comput. Intell. Appl., 2004
Artif. Life Robotics, 2004
Artif. Life Robotics, 2004
Fire detection systems by compact electronic nose systems using metal oxide gas sensors.
Proceedings of the IEEE International Joint Conference on Neural Networks, 2004
Proceedings of the IEEE International Joint Conference on Neural Networks, 2004
2003
J. Robotics Mechatronics, 2003
Proceedings of the NNSP 2003, 2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003
Scene image analysis by using the sandglass-type neural network with a factor analysis.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003
Identify household burning smell using an electronic nose system with artificial neural networks.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003
A methodology to evaluate and improve reliability in paper currency neuro-classifiers.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003
2002
VEP optimal channel selection using genetic algorithm for neural network classification of alcoholics.
IEEE Trans. Neural Networks, 2002
Extensive Testing of a Hybrid Genetic Algorithm for Solving Quadratic Assignment Problems.
Comput. Optim. Appl., 2002
Proceedings of the Artificial Neural Networks, 2002
Information Filtering System with a Grouping Genetic Algorithm.
Proceedings of the IADIS International Conference WWW/Internet 2002, 2002
2001
Genetic relaxed iterative Fourier transform algorithm for image reconstruction from Fourier transform magnitude.
Syst. Comput. Jpn., 2001
Artif. Life Robotics, 2001
Proceedings of the IEEE International Conference on Systems, 2001
Proceedings of the IEEE International Conference on Systems, 2001
2000
J. Robotics Mechatronics, 2000
J. Adv. Comput. Intell. Intell. Informatics, 2000
Fast Neuro-Classification of New and Used Bills Using Spectral Patterns of Acoustic Data.
J. Adv. Comput. Intell. Intell. Informatics, 2000
Fuzzy ARTMAP classification of invariant features derived using angle of rotation from a neural network.
Inf. Sci., 2000
Efficient Genetic Algorithms Using Simple Genes Exchange Local Search Policy for the Quadratic Assignment Problem.
Comput. Optim. Appl., 2000
Proceedings of the IEEE International Conference on Systems, 2000
Proceedings of the IEEE International Conference on Systems, 2000
Proceedings of the IEEE International Conference on Systems, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Classification of Bill Fatigue Levels by Feature-Selected Acoustic Energy Pattern Using Competitive Neural Network.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1999
IEEE Trans. Geosci. Remote. Sens., 1999
Neural Network Classification of Symmetrical and Nonsymmetrical Images Using New Moments with High Noise Tolerance.
Int. J. Pattern Recognit. Artif. Intell., 1999
Eur. J. Oper. Res., 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the 5th European Control Conference, 1999
1998
J. Robotics Mechatronics, 1998
J. Intell. Robotic Syst., 1998
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998
Signal Separation Method Using Independent Component Analysis.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
New and Used Bills Classification Using Competitive Neural Network Based on Cepstrum Pattern.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
Self Tuning Neuro-PID for SIMO Systems.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
Neuro-Classification of the New and Used Bills Using Time-Series Acoustic Data.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
Proceedings of the Ninth International Workshop on Database and Expert Systems Applications, 1998
1997
IEEE Trans. Neural Networks, 1997
Int. J. Syst. Sci., 1997
A Constraint-Directed Genetic Algorithm for University Timetable Planning.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
1996
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
1995
IEEE Trans. Neural Networks, 1995
IEEE Trans. Neural Networks, 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
1994
IEEE Trans. Geosci. Remote. Sens., 1994
Proceedings of the Advances in Fuzzy Logic, Neural Networks and Genetic Algorithms, 1994
1993
Neural network approach to minimize intraclass invariance of moment invariant features for pattern classification.
Neural Parallel Sci. Comput., 1993
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993
Proceedings of the Robotics, Mechatronics and Manufacturing Systems, 1993
Proceedings of the Robotics, Mechatronics and Manufacturing Systems, 1993
1992
Rotation-invariant neural pattern recognition system with application to coin recognition.
IEEE Trans. Neural Networks, 1992
IEEE Trans. Ind. Electron., 1992
1991
IEEE Trans. Neural Networks, 1991
A new neuron model "cone" with fast convergence rate and its application to pattern recognition.
Syst. Comput. Jpn., 1991
1988
Estimation of nitrogen dioxide concentrations in the vicinity of a roadway by optimal filtering theory.
Autom., 1988
1981
Filtering and Smoothing for Linear Discrete-Time Distributed Parameter Systems Based on Wiener-Hopf Theory with Application to Estimation of Air Pollution.
IEEE Trans. Syst. Man Cybern., 1981
1980
Inf. Control., January, 1980
1977
1976
An alternative expression of the mutual information for Gaussian processes (Corresp.).
IEEE Trans. Inf. Theory, 1976
1974
Optimal Boundary Control for a Linear Stochastic Distributed Parameter System Using Functional Analysis
Inf. Control., March, 1974