World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
35
Citations
5401
World Ranking
11681
National Ranking
179

Overview

Sigeru Omatu is affiliated with Hiroshima University in Japan. Their research spans primarily across the fields of Engineering and Computer Science, with a focus on Control and Systems Engineering, Artificial Intelligence, Radiology, Nuclear Medicine and Imaging, Computer Networks and Communications, and Management Science and Operations Research.

The main topics addressed in Omatu's work include:

  • Anomaly Detection Techniques and Applications
  • COVID-19 diagnosis using AI
  • Advanced Control Systems Design
  • Advanced Control Systems Optimization
  • Adaptive Control of Nonlinear Systems
  • Smart Cities and Technologies
  • IoT and Edge/Fog Computing

The scientist has contributed to several publications. Selected recent papers include:

  • "Deepint.net: A Rapid Deployment Platform for Smart Territories," 2021, published in Sensors
  • "Machine Learning and Traditional Econometric Models: A Systematic Mapping Study," 2021, published in Journal of Artificial Intelligence and Soft Computing Research
  • "A Hybrid Lightweight System for Early Attack Detection in the IoMT Fog," 2021, published in Sensors
  • "Fusion of Moment Invariant Method and Deep Learning Algorithm for COVID-19 Classification," 2021, published in Big Data and Cognitive Computing
  • "A Comparison of RGB and RGNIR Color Spaces for Plastic Waste Detection Using The YOLOv5 Architecture," 2022, published in the 2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)

Omatu's frequent co-authors include:

  • Jamal Ahmad Dargham
  • Ervin Gubin Moung
  • Juan M. Corchado
  • Sara Rodrı́guez
  • Javier Parra-Domínguez

The main venues where their research has appeared are:

  • Sensors
  • 2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)
  • Journal of Artificial Intelligence and Soft Computing Research
  • Big Data and Cognitive Computing
  • SSRN Electronic Journal

In addition to journal and conference publications, Omatu has contributed to book publications. Notably, they have published a work through Springer International Publishing titled "Distributed Computing and Artificial Intelligence, 19th International Conference" in 2022.

Best Publications

  • Rotation-invariant neural pattern recognition system with application to coin recognition

    Unknown

  • Multi-Agent Systems Applications in Energy Optimization Problems: A State-of-the-Art Review

    Alfonso González-Briones;Fernando De La Prieta;Mohd Saberi Mohamad;Sigeru Omatu

  • Web page feature selection and classification using neural networks

    Ali Selamat;Sigeru Omatu

  • Process control by on-line trained neural controllers

    Unknown

  • Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living

    Sigeru Omatu;Miguel P. Rocha;José Bravo;Florentino Fernández

  • A combined negative selection algorithm-particle swarm optimization for an email spam detection system

    Ismaila Idris;Ali Selamat;Ali Selamat;Ngoc Thanh Nguyen;Sigeru Omatu

  • Differential Bees Flux Balance Analysis with OptKnock for In Silico Microbial Strains Optimization

    Yee Wen Choon;Mohd Saberi Mohamad;Safaai Deris;Rosli Md-D. Illias

  • A neural network controller for a temperature control system

    Unknown

  • Neural network approach to land cover mapping

    Unknown

  • A Modified Binary Particle Swarm Optimization for Selecting the Small Subset of Informative Genes From Gene Expression Data

    Unknown

  • Efficient Genetic Algorithms Using Simple Genes Exchange Local Search Policy for the Quadratic Assignment Problem

    Unknown

  • Hybrid email spam detection model with negative selection algorithm and differential evolution

    Ismaila Idris;Ali Selamat;Sigeru Omatu

  • Ship maintenance scheduling by genetic algorithm and constraint-based reasoning

    Unknown

  • Rotation-invariant neural pattern recognition system estimating a rotation angle

    M. Fukumi;S. Omatu;Y. Nishikawa

  • Machine Learning Models for Electricity Consumption Forecasting: A Review

    Alfonso Gonzalez-Briones;Guillermo Hernandez;Juan M. Corchado;Sigeru Omatu

  • Remote sensing image analysis using a neural network and knowledge-based processing

    H. Murai;S. Omatu

  • VEP optimal channel selection using genetic algorithm for neural network classification of alcoholics

    Unknown

  • Incorporating constraint propagation in genetic algorithm for university timetable planning

    Unknown

  • MIMO furnace control with neural networks

    Unknown

  • Deepint.net: A Rapid Deployment Platform for Smart Territories.

    Juan M. Corchado;Pablo Chamoso;Guillermo Hernández;Agustín San Roman Gutierrez

  • An enhanced scatter search with combined opposition-based learning for parameter estimation in large-scale kinetic models of biochemical systems

    Muhammad Akmal Remli;Safaai Deris;Mohd Saberi Mohamad;Sigeru Omatu

  • Polarimetric SAR data classification using competitive neural networks

    Yosuke Ito;Sigeru Omatu

  • Category classification method using a self-organizing neural network

    Y. Ito;S. Omatu

  • Identification of informative genes and pathways using an improved penalized support vector machine with a weighting scheme

    Weng Howe Chan;Mohd Saberi Mohamad;Safaai Deris;Nazar Zaki

  • Web news classification using neural networks based on PCA

    A. Selamat;H. Yanagimoto;S. Omatu

  • Cooperative enhanced scatter search with opposition-based learning schemes for parameter estimation in high dimensional kinetic models of biological systems

    Muhammad Akmal Remli;Mohd Saberi Mohamad;Safaai Deris;Azurah A Samah

  • A review of computational methods for clustering genes with similar biological functions

    Hui Wen Nies;Zalmiyah Zakaria;Mohd Saberi Mohamad;Weng Howe Chan

  • Modeling the correlations of crude oil properties based on sensitivity based linear learning method

    Sunday Olusanya Olatunji;Ali Selamat;Abdul Azeez Abdul Raheem;Sigeru Omatu

  • Gene knockout identification for metabolite production improvement using a hybrid of genetic ant colony optimization and flux balance analysis

    Abdul Hakim Mohamed Salleh;Mohd Saberi Mohamad;Safaai Deris;Sigeru Omatu

  • Distributed Computing and Artificial Intelligence

    Sigeru Omatu;Juan F. De Paz Santana;Sara Rodríguez González;Jose M. Molina

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