Doctor of Engineering, Keio University

Evolutionary Computation

Multi-objective Optimization

Image and Video Processing

3D Point Cloud Processing

Information Hiding

Human Vusial Perception

Smart Grid

Smart Transportation System

Chaos and Fractals

2019 - 2022
Director of the Center for Global Education and Collaboration, Shinshu University

2015 - 2021
Vice-President, Shinshu University

2015 - 2019
Director of Global Education Center, Shinshu University

2014 - 2015
Director of International Center, Shinshu University

2013 - 2015
Vice-Dean, Faculty of Engineering, Shinshu University

2010 - 2012
Advisor of President, Shinshu University

2006
Full Professor, Faculty of Engineering, Shinshu University

1995 - 2006
Associate Professor, Faculty of Engineering, Shinshu University

1992
Research Associate, Deparment of Computer Science, National Defense Academy

1989, National Defense Academy, Graduate School, Division of Science and Engineering

1984, National Defense Academy, Faculty of Engineering

2020 - 2022
President, IIEEJ

2019
Executive board member, ESJ

2018 - 2020
Vice-president, IIEEJ

2016
Executive board member, JSOO

2016
Editorial Advisors, IIEEJ

2011 - 2015
Editor in chief, IIEEJ

2004 - 2010
Vice-Editor in Chief, IIEEJ

2024
IIEEJ, IEVC Paper Awards（Excellent Paper Award）

2024
IEICE, Excellent paper presentation award

2024
JSCR, Excellent Presentation Award

2024
IIEEJ, Young Researchers Encouragement Award of IIEEJ

2024
IIEEJ, Excellent Jounal Paper Award of IIEEJ

2024
IEICE, Excellent paper presentation award

2024
IEICE, Young Researcher Paper Award

2023
ECTA, Best Student Paper Award

2023
IEICE, Excellent paper presentation award

2023
IIEEJ, Research Encouragement Award

2022
IIEEJ, Outstanding Research Award

2021
IIEEJ, Outstanding Research Award

2020
IIEEJ, Best Jounal Paper Award of IIEEJ (2 papers)

2020
JSEC, Presentation Award from JSEC

2019
IIEEJ, Excellent Paper Award of IEVC2019

2018
IIEEJ, Excellent Jounal Paper Award of IIEEJ

2017
IIEEJ, Distinguished Service Award from IIEEJ

2017
IIEEJ, Research EncouragementAward from IIEEJ

2016
IIEEJ, Fellow of IIEEJ

2015
JSPS, Special Award from JSPS for Expert in Evaluation Committee for Research Fellowship for Young Scientist

2015
ACM, Best Paper Award of GECCO2015

2014
IIEEJ, Excellent Jounal Paper Award of IIEEJ

2012
IIEEJ, Award for Dedicated Activity and Contribution to IIEEJ

2012
IIEEJ, Excellent Jounal Paper Award of IIEEJ

2012
IIEEJ, Best Paper Award of IEVC2012

2012
IIEEJ, Excellent Paper Award of IEVC2012

2012
JSEC, Best Journal Paper Award

2011
JSAI, Best Paper Award of JSAI Technical Meeting

2011
ACM, Best Paper Award of GECCO2011

2011
IEEE, Best Paper Award of ISPACS2011

2010
IIEEJ, Best Paper Award of General Session in IEVC2010

2010
SICE, Best Paper Award of iFAN2010

2007
IIEEJ, Appreciation and Recognition of Thanks from IIEEJ

Super Voxel Patchを用いた低重複点群レジストレーション
國武千人, 岩切宗利, 田中清
画像電子学会誌, 54(1), 147-156, 2025, Refereed

Weights-Guided Random Bit Climber for Binary Many-Objective Optimization
Yudai Tagawa, Hernan Aguirre, Kiyoshi Tanaka
Proceedings EMO 2025, 15512, 74-87, 2025, Refereed

Classification of White Blood Cells Using YOLOv7: Single and Cascade Classification Approaches Applied to Images Segmented by CellaVisionTM DM96
Thalita Munique Costa, Yoko Usami, Mai Iwaya, Yuka Takezawa, Yuika Natori, Hernan Aguirre, Kiyoshi Tanaka
IIEEJ Transactions on Image Electronics and Visual Computing, 12(1), 2-14, 2024, Refereed

Repeated ε-Sampling for Many-objective Optimization
Yu Takei, Hernan Aguirre, Kiyoshi Tanaka
Proc. 2024 IEEE CEC, 1-8, 2024, Refereed

Distributed Bit Climbing Algorithm for Binary Multi-objective Optimization
Yudai Tagawa, Hernan Aguirre, Kiyoshi Tanaka
Proc. 2024 IEEE CEC, 1-8, 2024, Refereed

Solving Simultaneous Continuous Multi-objective FlipIt Games using Co-Evolutionary Computation
Rui Leite, Hernan Aguirre, Kiyoshi Tanaka
Proc. 2024 IEEE CEC, 1-8, 2024, Refereed

Simple Distributed Bit Climber for Many-objective Optimization of Binary Epistatic Problems
Yudai Tagawa, Hernan Aguirre, Kiyoshi Tanaka
Proceedings Companion GECCO 2024, 367-370, 2024, Refereed

Multi-Objective Random Bit Climbers with Weighted Permutation on Large Scale Binary MNK-Landscapes
Felipe Honjo Ide, Hernan Aguirre, Kiyoshi Tanaka
Proceedings PPSN 2024, (1), 169-185, 2024, Refereed

Studying the Relationship Between Crossover Features and Performance on MNK-Landscapes Using Regression Models
Teruhisa Nakashima, Hernan Aguirre, Kiyoshi Tanaka
Proceedings Volume 1: ECTA, (1), 84-95, 2024, Refereed

Challenging test problems for Multi- and Many-objective Optimization
Saúl Zapotecas-Martínez, Carlos Coello, Hernán Aguirre and Kiyoshi Tanaka
Swarm and Evolutionary Computation, 81(101350), 1-14, Jun. 2023

A Study of Multi-Objective Optimization Algorithms Using Distributed Q-Learning in MNK-Landscapes
Yudai Tagawa, Hernán Aguirre and Kiyoshi Tanaka
進化計算学会論文誌, 14(1), 29-39, 2023

Improving ε-Sampling for Many-Objective Evolutionary Optimization on MNK-Landscapes
Yu Takei, Hernán Aguirre and Kiyoshi Tanaka
進化計算学会論文誌, 14(1), 55-64, 2023

Evaluating YOLOv3 for Identification and Classification of Functional and Sclerosed Glomeruli
Thalita Munique COSTA，Lourenço BARBOSA，Yoko USAMI，Mai IWAYA，Kiyoshi TANAKA， Fabio SCHNEIDER
IIEEJ Transactions on Image Electronics and Visual Computing, 10(1), 36-46, Jun. 2022

Robust Plane Detection in Terrestrial Laser Scanning Point Clouds using Efficient Multi-scale Sliding Voxels and Median Plane Weighted PCA
Jaime Sandoval, Kazuma Uenishi, Munetoshi Iwakiri, Kiyoshi Tanaka
IIEEJ Transactions on Image Electronics and Visual Computing, 10(1), 2-10, Jun. 2022

Estimating Hypervolume using Population Features from Dynamic Compartmental Models
Hugo Monzón，Hernán Aguirre，Sébastien Verel，Arnaud Liefooghe，Bilel Derbel， Kiyoshi Tanaka
Journal of Evolutionary Computation, 12(1), 12-25, Jan. 2022

A Registration Method on Piece-wise Voting for Low Overlapping 3D Point Clouds
Luis PERALTA，Munetoshi IWAKIRI，Kiyoshi TANAKA
IIEEJ Transactions on Image Electronics and Visual Computing, 9(2), 58-68, Dec. 2021

Age-related changes of color visual acuity in normal eyes
Sho Yokoyama，Yoshiki Tanaka，Takashi Kojima，Rie Horai，Yukihito Kato，Hideki Nakamura，Hiroyuki Sato，Mari Mitamura，Kiyoshi Tanaka，Kazuo Ichikawa
PLOS ONE, 16(11), DOI: 10.1371/journal.pone.0260525, Nov. 2021

Encryption and Data Insertion Technique Using Region Division and Histogram Manipulation
Ryoma Ito，KokSheik Wong，Simying Ong and Kiyoshi Tanaka
Malaysian Journal of Computer Science, 34(4), 341-354, Oct. 2021

Evaluation of Axial Length Measurement Using Enhanced Retina Visualization Mode of the Swept-Source Optical Coherence Tomography Biometer in Dense Cataract
Akeno Tamaoki，Takashi Kojima，Asato Hasegawa，Mana Yamamoto，Tatsushi Kaga， Kiyoshi Tanaka，Kazuo Ichikawa
OPHTHALMIC RESEARCH, 64(4), 595-603, Aug. 2021

Pixel-wise parallel calculation for depth from focus with adaptive focus measure
Yoichi Matsubara，Keiichiro Shirai，Yuya Ito，Kiyoshi Tanaka
Multidimensional Systems and Signal Processing, 33(1), 121-142, Aug. 2021

Robust Sphere Detection in Unorganized 3D Point Clouds Using an Efficient Hough Voting Scheme based on Sliding Voxels
Jaime Sandoval, Kazuma Uenishi, Munetoshi Iwakiri, Kiyoshi Tanaka
IIEEJ Trans. on Image Electronics and Visual Computing, 8(2), Dec. 2020

Estimating Hypervolume using Population Features from Dynamic Compartmental Models
Hugo Monzón, Hernán Aguirre, Sébastien Verel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Transaction of the Japanese Society for Evolutionary Computation, 2(1), 12-25, Sep. 2020

MOEA with Cubic Interpolation on Bi-objective Problems with Difficult Pareto Set Topology
Yuri Marca, Hernán Aguirre, Saúl Zapotecas-Martínez, Arnaud Liefooghe, Bilel Derbel, Sébastien Verel, Kiyoshi Tanaka
Transaction of the Japanese Society for Evolutionary Computation, 10(2), 12-21, Feb. 2020

Robust, Efficient and Deterministic Planes Detection in Unorganized Point Clouds based on Sliding Voxels
Jaime Sandoval, Kazuma Uenishi, Munetoshi Iwakiri, Kiyoshi Tanaka
IIEEJ Trans. on Image Electronics and Visual Computing, 7(2), 67-77, Dec. 2019

Pairwise Registration of Low Overlapping Unorganized 3D Point Clouds Using Super-voxel Segmentation
Luis Peralta, Jaime Sandoval, Munetoshi Iwakiri, Kiyoshi Tanaka
IIEEJ Trans. on Image Electronics and Visual Computing, 7(2), 78-87, Dec. 2019

Fitness landscapes analysis and adaptive algorithms design for traffic lights optimization on SIALAC benchmark
Florian Leprêtre, Cyril Fonlupt, Sébastien Verel, Virginie Marion, Rolando Armas, Hernán Aguirre, Kiyoshi Tanaka
Journal of Applied Soft Computing, 85, Article 105869, Dec. 2019

Landscape-Aware Performance Prediction for Evolutionary Multi-objective Optimization
Arnaud Liefooghe, Fabio Daolio, Sébastien Verel, Bilel Derbel, Hernán Aguirre, Kiyoshi Tanaka
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, DOI: 10.1109/TEVC.2019.2940828, Sep. 2019

Prediction of effective lens position using multi-objective evolutionary algorithm
Akeno Tamaoki,Takashi Kojima,Yoshiki Tanaka, Asato Hasegawa, Tatsushi Kaga, Kazuo Ichikawa, Kiyoshi Tanaka
Translational Vision Science & Technology, 8(3), DOI:10.1167/tvst.8.3.64, Jun. 2019

A Review of Features and Limitations of Existing Scalable Multiobjective Test Suites
Saul Zapotecas-Martinez, Carlos A. Coello Coello, Hernan E. Aguirre, Kiyoshi
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 23(1), 130-142, Feb. 2019

Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork
Wei Ren Tan, Chee Seng Chan, Hernán E. Aguirre, Kiyoshi Tanaka
IEEE Transactions on Image Processing, 28(1), 394-409, Jan. 2019

Bi-Objective Evolutionary Optimization of Level of Service in Urban Transportation Based on Traffic Density
Rolando Armas, Hernán Aguirre, Kiyoshi Tanaka
Cogent Engineering, DOI: 10.1080/23311916.2018.1466671, Apr. 2018

A small-scale solar Organic Rankine Cycle power plant in Thailand: Three types of non-concentrating solar collectors
Sorawit Sonsaree, Tatsunori Asaoka, Somchai Jiajitsawat, Hernan Aguirre, Kiyoshi Tanaka
SOLAR ENERGY, 162C, 541-560, Mar. 2018

A Machine-Learning Approach to Select Important Vari-ables for Recombination on Many-objective Evolutionary Optimization
Miyako Sagawa, Hernan Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sebastien Verel, Kiyoshi Tanaka
International Journal of Smart Computing and Artificial Intelligence, 2(1), 59-78, Mar. 2018

Problem Features versus Algorithm Performance on Rugged Multiobjective Combinatorial Fitness Landscapes
Fabio Daolio, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
Evolutionary Computation, 28(4), 555-585, Dec. 2017

Evolutionary design optimization of traffic signals applied to Quito city
Rolando Armas, Hernan Aguirre, Fabio Daolio, Kiyoshi Tanaka
PLOS ONE, 12(12), Dec. 2017

Robust 3D Planes Detection under Noisy Conditions Using Scaled Difference of Normals
Jaime Sandoval, Kazuma Uenishi, Munetoshi Iwakiri, Kiyoshi Tanaka
IIEEJ Transactions on Image Electronics and Visual Computing, 5(2), 60-73, Dec. 2017

Effect of Background Luminance Level on the Assessment of Color Visual Acuity Using Colored Landolt Rings in Young Healthy Subjects
Yoshiki Tanaka, Sho Yokoyama, Rie Horai, Takashi Kojima, Sato Hiroyuki, Yukihito Kato, Mari Takagi, Hideki Nakamura, Kiyoshi Tanaka, Kazuo Ichikawa, Shoko Tanabe
CURRENT EYE RESEARCH, 43(3), 428-434, Nov. 2017

Evolutionary Multi-Objective Optimization Including Practically Desirable Solutions
Miyako Sagawa, Natsuki Kusuno, Hernan Aguirre, Kiyoshi Tanaka, Masataka Koishi
Advances in Operations Research, 2017, Nov. 2017

Fuzzy qualitative deep compression network
Wei Ren Tan, Chee Seng Chan, Hernán E. Aguirre, Kiyoshi Tanaka
NEUROCOMPUTING, 251, 1-15, Aug. 2017

Analysis of Low-Heat Upgrading Technologies for Organic Rankine Cycle Power Generation
Sorawit Sonsaree, Tatsunori Asaoka, Somchai Jiajitsawat, Hernan Aguirre, Kiyoshi Tanaka
NU International Journal of Science, 14(2), 43-57, Aug. 2017

VCHP-ORC Power Generation from Low-Grade Industrial Waste Heat Combined with Solar Water Heating System: Power Generation and CO2 Emission in Industrial Estate of Thailand
Sorawit Sonsaree, Tatsunori Asaoka, Somchai Jiajitsawat, Hernan Aguirre, Kiyoshi Tanaka
Cogent Engineering, 4, 1-24, Jul. 2017

On the effectiveness of feature selection methods for gait classification under different covariate factors
Tze Wei Yeoh, Fabio Daolio, Hernán E. Aguirre, Kiyoshi Tanaka
Journal of Applied Soft Computing, 61, 42-57, Jul. 2017

Problem Features vs. Algorithm Performance on Rugged Multi-objective Combinatorial Fitness Landscapes
Fabio Daolio, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
Evolutionary Computation, Posted Online, Sep. 2016

A Novel Sketch Attack Framework for H.264/AVC Format- Compliant Encrypted Video
Kazuki Minemura, KokSheik Wong, Raphael Phan, Kiyoshi Tanaka
IEEE Transactions on Circuits and Systems for Video Technology, 99, Jul. 2016

A scrambling framework for block transform compressed image
Kazuki Minemura, KokSheik Wong, Xiaojun Qi, Kiyoshi Tanaka
Multimedia Tools and Applications, 1-21, Feb. 2016

A gait-based human identification method under various covariate factors
TzeWei Yeoh, Youhei Akimoto, Hernan Aguirre, Kiyoshi Tanaka
IIEEJ Trans. on Image Electronics and Visual Computing, 3(2), 193-205, Dec. 2015

Intraocular lens power calculation in cases with posterior keratoconus
Akeno Tamaoki, Takashi Kojima, Asato Hasegawa, Hideki Nakamura, Kiyoshi Tanaka
Journal of Cataract & Refractive Surgery, 41(10), 2190-2195, Oct. 2015

Scrambling-embedding for JPEG compressed image
Simying Ong, KokSheik Wong, Kiyoshi Tanaka
Signal Processing, 109, 38-53, Apr. 2015

Beyond format-compliant encryption for JPEG image
Simying Ong, KokSheik Wong, Xiaojun Qi, Kiyoshi Tanaka
Signal Processing: Image Communication, 31, 47-60, Feb. 2015

Efficient Reconfiguration of Distribution Networks Using Extended Pruning-Grafting Operators
Saeed RamezanJamaat, Youhei Akimoto, Hernan Aguirre, Kiyoshi Tanaka
Trans. on Electrical and Electronic Engineering, 10(2), 119-133, Dec. 2014

Computational Cost Reduction of Non-dominated Sorting Using the M-front
Martin Drozdik, Youhei Akimoto, Hernan Aguirre, Kiyoshi Tanaka
Transactions on Evolutionary Computation, 19, 659-678, Oct. 2014

Asian Face Classification Based on Personal Attractive Preference Using Class-Specific Eigenfaces Reconstruction Method
MinZhi Chua, Akimoto Yohei, Hernan Aguirre, Kiyoshi Tanaka
Trans Image Electron Vis Comput, 2(1), 91-103, Jun. 2014

Objective Space Partitioning Using Conflict Information for Solving Many-Objective Problems
Antonio Lopez Jaimes, Carlos A. Coello Coello, Hernan Aguirre, Kiyoshi Tanaka
Information Sciences, 268, 305-327, Feb. 2014

A Scalable Reversible Data Embedding Method with Progressive QualityDegradation Functionality
SimYing Ong, KokSheik Wong, KiyoshiTanaka
Signal Processing: Image Communication, 29(1), 135-149, Jan. 2014

Evolutionary Many-Objective Optimization Combined CCG Crossover with Self-Controlling Dominance Area of Solutions Performance Verification in 0/1 Knapsack Problem
Hiroyuki Sato, Hernan Aguirre, Kiyoshi Tanaka
Transaction of the Japanese Society for Evolutionary Computation, 4(2), 46-56, 2013

Self-Adaptive Control of the Number of Crossed Genes in Evolutionary Many-Objective Optimization: Performance Verification on Many-Objective 0/1 Knapsack Problems
Hiroyuki Sato, Carlos Coello, Hernan Aguirre, Kiyoshi Tanaka
Journal of Evolutionary Computation, Vol.3(No.3), 122-132, Dec. 2012

Improving the Efficiecy in Halftone Image Generation Based on Structure Similarity Index Measurement
Aroba Khan, Hernan Aguirre, Kiyoshi Tanaka
IEICE Trans, Vol.E95-D(No.10), 2495-2504, Oct. 2012

Hybrid Fisher Linear Discriminant Algorithm for Dual-Function Face Recognition Home Security System
MinZhi Chua, Mohammad Faizal Ahmad Fauzi, Khazaimatol Shima Subari, Kiyoshi Tanaka
Journal of Image Electrinics Engineers of Japan, Vol.41(No.5), 506-519, Sep. 2012

A Study on Adaptive ε-Ranking and Tabu Moves in Random One-Bit Climbers for Many-objective Optimization
Joseph M. Pasia, Hernan Aguirre, Kiyoshi Tanaka
International Journal of Hybrid Intelligent Systems, Vol.9(No.2), 75-90, Jun. 2012

Variable Space Diversity, Crossover andMutation in MOEA Solving Many-objective Knapsack Problems
Hiroyuki Sato, Hernan Aguirre, Kiyoshi Tanaka
Annals of Mathematics and Artificial Intelligence, DOI10.1007/s10472-012-9293-y, Apr. 2012

An Improved Simulation Method of Color Perception by Elderly People Based on Measured Luminescence Spectrum and Color Constancy Relaxation
Yoshiki Tanaka, Kiyoshi Tanaka, Sho Yokoyama, Hideki Nakamura, Kazuo Ichikawa, Shoko Tanabe
Journal of the Institute of Image Electronics Engineers of Japan, 40(1), 86-95, 2011

Performance Analysis of Path Relinking on Many-objective　NK-Landscapes
Joseph M. Pasia, Hernan Aguirre, Kiyoshi Tanaka
IPSJ Trans. on Mathematical Modeling and Its Applications, 4(1), 48–61, 2011

A Hybrid Selection Strategy Using Scalarization and Adaptive epsilon-Ranking for Many-objective Optimization：Performance Study on MNK-Landscapes
Hernan Aguirre, Kiyoshi Tanaka
Journal of Evolutionary Computation, 1(1), 65-78, 2010

Space partitioning evolutionary many-objective optimization: Performance analysis on MNK-landscapes
Hernan Aguirre, Kiyoshi Tanaka
Trans. Japanese Society for Artificial Intelligence, 25(2), 363-376, 2010

An Study on Diversity Activation and Collective Detection in Artificial Immune Systems
Hernan Aguirre, Kiyoshi Tanaka
IEEJ Trans. Electronics, Information and Systems, 92-99, 2010

Adaptive epsilon-Ranking on Many-Objective Problems
Hernan Aguirre, Kiyoshi Tanaka
Evolutionary Intelligence, 2(4), 183-206, 2009

epsilon-Ranking for Effective Many Objective Optimization on MNK-Landscapes
Hernan Aguirre, Kiyoshi Tanaka
IPSJ Trans. Mathematical Modeling and its Applications, 50(3), 39–53, 2009

Complete Video Quality Preserving Data Hiding
KokSheik Wong, Kiyoshi Tanaka, Koichi Takagi and Yasuyuki Nakajima
IEEE Trans. Circuits and Systems for Video Technology, 19(10), 1499-1512, 2009

Improvements of StegErmelc Steganographic Method using Hybrid Recursive Matrix Encoding
KokSheik Wong, Kiyoshi Tanaka
Journal of the Institute of Image Electronics Engineers of Japan, 38(5), 723-729, 2009

Analysis of NSGA-II and NSGA-II with CDAS, and proposal of an enhanced CDAS mechanism
Kyoko Tsuchida, Hiroyuki Sato, Hernan Aguirre, Kiyoshi Tanaka
Journal of Advanced Computational Intelligence and Intelligent Informatics, 13(4), 470-480, 2009

Document Watermarking Method with Background Texture Resistant to Cropping Attack
Kengo Hataya, Kiyoshi Tanaka
Journal of Signal Processing, 13(4), 351-354, 2009

Local dominance MOEA including control of dominance area of solutions on 0/1 multiobjective knapsack problems
Hiroyuki Sato, Hernan Aguirre, Kiyoshi Tanaka
Trans. Japanese Society for Artificial Intelligence, 24(1), 69-79, 2009

StegErmelc - A Novel DCT-Based Steganographic Method Using Three Strategies
KokSheik Wong, Kiyoshi Tanaka
IEICE Trans. Fundamentals, E91A(10), 2897-2908, 2008

A Novel Chaotic Multiple-bits Modulation Scheme Using Mapping Parameters as Data Carrier
Kenji Yano, Kiyoshi Tanaka
IEICE Trans. Fundamentals, E91A(10), 2980-2989, 2008

Complete Video Quality Preserving Data Hiding in MPEG Domain with Reverse Zerorun Length Data Representation Scheme
KokSheik Wong, Kiyoshi Tanaka
Journal of the Institute of Image Electronics Engineers of Japan, 37(5), 651-662, 2008

Computational Cost Reduction of Improved Super-Resolution Method Using Overlapped Block Matching
Yasuo Takehisa, Kiyoshi Tanaka
Journal of the Institute of Image Electronics Engineers of Japan, 37(3), 214-222, 2008

A Data Hiding Method Using Mquant in MPEG Domain
KokSheik Wong, Kiyoshi Tanaka
Journal of the Institute of Image Electronics Engineers of Japan, 37(3), 256-267, 2008

delta-similar elimination to enhance search performance of multiobjective evolutionary algorithms
Hernan Aguirre, Masahiko Sato, Kiyoshi Tanaka
IEICE Trans. Information and Systems, E91D(4), 1206-1210, 2008

Controlling Dominance Area of Solutions in Multiobjective Evolutionary Algorithms and Performance Analysis on Multiobjective 0/1 Knapsack Problems
Hiroyuki Sato, Hernan Aguirre, Kiyoshi Tanaka
IPSJ Trans. Mathematical Modeling and its Applications, 48(TOM18), 137-152, 2007

Working Principles, Behavior, and Performance of MOEAs on MNK-Landscapes
Hernan Aguirre, Kiyoshi Tanaka
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 181(3), 1670-1690, 2007

Local dominance and local recombination in MOEAs on 0/1 multiobjective knapsack problems
Hiroyuki Sato, Hernan Aguirre, Kiyoshi Tanaka
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 181(3), 1708-1723, 2007

Multiple Messages Embedding Scheme with DCT-based Mod4 Steganograph
KokSheik Wong, Kiyoshi Tanaka
Journal of the Institute of Image Electronics Engineers of Japan, 36(5), 762-769, 2007

Preliminary Study on a Watermarking Scheme Using Background Pattern to Protect Printed Documents
Katsuki Kobayashi, Hernan Aguirre, Hiroyuki Okazaki and Kiyoshi Tanaka
Journal of Signal Processing, 11(4), 337-340, 2007

A DCT-based Mod4 Steganographic Method
KokSheik Wong, Xiaojun Qi, Kiyoshi Tanaka
Signal Processing, 87(6), 1251-1263, 2007

Enhancing Multiobjective Evolutionary Algorithms by Local Dominance and Local Recombination: Performance Verification in Multiobjective 0/1 Knapsack Problems
Hiroyuki Sato, Hernan Aguirre, Kiyoshi Tanaka
IPSJ Trans. Mathematical Modeling and its Applications, 48(TOM16), 98-113, 2007

A GA-Based Watermark Sharing Scheme into Different Halftone Images
Yojiro Yoshizawa, Kiyoshi Tanaka
Journal of Signal Processing, 10(4), 283-286, 2006

A Digital Watermarking Scheme Using Local Differential Signals for Still Images
Takeshi Muramatsu, Kiyoshi Tanaka
Journal of Signal Processing, 10(4), 287-290, 2006

Random bit climbers on multiobjective MNK-Landscapes: Effects of memory and population climbing
Aguirre, H; Tanaka, K
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, E88A(1), 334-345, 2005

A Study on Parallel Varying Mutation in Deterministic and Self-Adaptive GAs with 0/1 Multiple Knapsack Problems
Hernan Aguirre, Kiyoshi Tanaka
IPSJ Trans. Mathematical Modeling and its Applications, 44(TOM10), 77-90, 2004

Inter-block evaluation method to further reduce evaluation numbers in GA-based image halftoning technique
Myodo, E; Aguirre, H; Tanaka, K
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, E87A(10), 2722-2731, 2004

A study on a data encryption scheme based on a shape-variable truncated baker transformation
Yano, K; Tanaka, K
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, E87A(6), 1503-1508, 2004

A study on the behavior of genetic algorithms on NK-Landscapes: Effects of selection, drift, mutation, and recombination
Aguirre, H; Tanaka, K
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, E86A(9), 2270-2279, 2003

Image encryption scheme based on a truncated Baker transformation
Yano, K; Tanaka, K
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, E85A(9), 2025-2035, 2002

Performance studyof a distributed genetic algorithm with parallel cooperative-competitive genetic operators
Aguirre, H; Tanaka, K; Oshita, S
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, E85A(9), 2083-2088, 2002

Multi-level image halftoning technique with genetic algorithms
Umemura, T; Aguirre, H; Tanaka, K
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, E85A(8), 1892-1897, 2002

Simultaneous Halftone Image Generation with Improved Multiobjective Genetic Algorithm
Aguirre, H; Tanaka, K; Sugimura, T; Oshita, S
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, E84A(8), 1869-1882, 2001

Data hiding under fractal image generation via Fourier filtering method
Takano, S; Tanaka, K; Sugimura, T
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E84D(1), 171-178, 2001

Empirical Model with Cooperative-Competitive Genetic Operators to Improve GAs: Performance Investigation with Multiple 0/1 Knapsack Problem
Hernan Aguirre, Kiyoshi Tanaka, Tatsuo Sugimura
IPSJ Journal, 41(10), 2837-2851, 2000

Accelerated image halftoning technique using improved genetic algorithm
Aguirre, H; Tanaka, K; Sugimura, T
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, E83A(8), 1566-1574, 2000

Data hiding via steganographic image transformation
Takano, S; Tanaka, K; Sugimura, T
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, E83A(2), 311-319, 2000

Multiplexing Documents on Facsimile Broadcasting
Kiyoshi Tanaka, Yasuhiro Nakamura, Kineo Matsui
IEICE Trans., E74(9), 2791-2797, 1991

A Digital Signature Scheme Using Multiple Reference Lines for Computer-Aided Facsimile Systems
Kiyoshi Tanaka, Yasuhiro Nakamura, Kineo Matsui
IEICE Trans., E73(7), 1127-1132, 1990

Book Series Studies in Computational Intelligence, High-Performance Simulation-Based Optimization
Hernan Aguirre, Kiyoshi Tanaka, Tea Tusar, Bogdan Filipic, Optimization and Visualization in Many-Objective Space Trajectory Design
Springer, 93-112 2019

Evolution, Complexity and Artificial Life
Hernan Aguirre, Akira Oyama and Kiyoshi Tanaka, Distribution Search on Evolutionary Many-Objective Optimization: Selection Mappings and Recombination Rate
Springer Berlin Heidelberg, 241-260 2014

Studies in Computational Intelligence, Recent Advances in Evolutionary Computation for Combinatorial Optimization
Hernan Aguirre and Kiyoshi Tanaka, Performance and Scalability of Genetic Algorithms on NK-Landscapes
Springer, 37-52 2008

EURASIP Book Series on Signal Processing and Communications
Kiyoshi Tanaka and Hernan Aguirre, Genetic and Evolutionary Computation in Image Processing and Computer Vision
Hindawi Publishing Corp., 65-92 2008

Studies in Computational Intelligence Series (Vol.XXII), Parallel Evolutionary Computations
Hernan Aguirre and Kiyoshi Tanak, A Model for Parallel Operators in Genetic Algorithms
Springer, 3-31 2006

AεSεH多目的進化型アルゴリズムにおける動的区画モデルによる解集団の解析および解年齢を考慮した解選択手法の検討
柴田浩希，アギレエルナン，宮川みなみ，田中清
第21回進化計算学会研究会, Mar. 2022, 進化計算学会

多目的進化アルゴリズムAεSεHを用いた企業のビッグデータを用いた労働人員配置シミュレーション
吉川僚哉，武井悠，Aguirre Hernan，田中清，宮川みなみ，浜崎健一，中村厚士，猶野尚
第21回進化計算学会研究会, Mar. 2022, 進化計算学会

GAを用いた適応的にKPPを選択するレジストレーションにおける距離交叉の導入
齊藤陽平，岩切宗利，アギレエルナン，田中清
画像電子学会第299回研究会, Feb. 2022, 画像電子学会

Approximating the Pareto Set Topology by Cubic Interpolation on Bi-objective Problems
Yuri Marca, Hernan Aguirre, Saúl Zapotecas, Arnaud Liefooghe, Bilel Derbel, Sébastien Verel, Kiyoshi Tanaka
Proc. of the 10th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2019), Lecture Notes in Computer Science (LNCS), Mar. 2019

Estimating Relevance of Variables for Effective Recombination
Taishi Ito, Hernán Aguirre, Kiyoshi Tanaka, Arnaud Liefooghe, Bilel Derbel, Sébastien Verel
Proc. of the 10th International Conference on Evolutionary Multi-Criterion Optimization (EMO2019), Lecture Notes in Computer Science (LNCS), Mar. 2019

A Novel Coverless Information Hiding Technique using Pattern Image Synthesis
Weng Ken Lee, Simying Ong, KokSheik Wong, Kiyoshi Tanaka
Proc.of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference(APSIPA ASC2018), Nov. 2018

Encryption and Data Insertion Technique using Region Division and Histogram Manipulation
Ryoma Ito, KokSheik Wong, Simying Ong, Kiyoshi Tanaka
Proc.of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference(APSIPA ASC2018), Nov. 2018

A study on pixel-wise parallel calculation for depth from focus using gray level variance
Yoichi Matsubara, Yuya Ito, Keiichiro Shirai, Kiyoshi Tanaka
Proc. of IEEE International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS2018), Nov. 2018

On Pareto local optimal solutions networks
Arnaud Liefooghe, Bilel Derbel, Sébastien Verel, Manuel López-Ibánez, Hernán Aguirre, Kiyoshi Tanaka
International Conference on Parallel Problem Solving from Nature (PPSN 2018), Lecture Notes in Computer Science (LNCS), Sep. 2018

A surrogate model based on Walsh decomposition for pseudo-boolean functions
Sébastien Verel, Bilel Derbel, Arnaud Liefooghe, Hernán Aguirre, Kiyoshi Tanaka
International Conference on Parallel Problem Solving from Nature (PPSN 2018), Lecture Notes in Computer Science (LNCS), Sep. 2018

Feasibility Study on Solar Organic Rankine Cycle Power Plant in Thailand: Low-temperature Heat Source
Sorawit Sonsaree, Tatsunori Asaoka, Somchai Jiajitsawat, Hernan Aguirre, Kiyoshi Tanaka
the 9th of the International SOLARIS Conference (SOLARIS 2018) (LNCS), Aug. 2018

Pareto dominance-based MOEAs on Problems with Difficult Pareto Set Topologies
Yuri Marca, Hernán Aguirre, Saúl Zapotecas, Arnaud Liefooghe, Bilel Derbel, Sébastien Verel, Kiyoshi Tanaka
Proc.of the Genetic and Evolutionary Computation Conference (GECCO2018), Jul. 2018, ACM

Studying MOEAs Dynamics and their Performance using a Three Compartmental Model
Hugo Monzón, Hernán Aguirre, Sébastien Verel, Arnaud Liefooghe, Bilel Derbel, Kiyoshi Tanaka
Proc.of the Genetic and Evolutionary Computation Conference (GECCO2018), Jul. 2018, ACM

A set-oriented MOEA/D
Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Sébastien Verel, Hernán Aguirre, Kiyoshi Tanaka
Proc.of the Genetic and Evolutionary Computation Conference (GECCO2018), Jul. 2018, ACM

Accuracy of axial length measurement using enhanced retina visualization mode by swept source optical coherence tomography biometer in dense cataract
Akeno Tamaoki，Takashi Kojima，Asato Hasegawa，Mana Yamamoto，Tatsushi Kaga，Kiyoshi Tanaka，Kazuo Ichikawa
ARVO 2018 Annual Meeting, May 2018

Comparison of three new sweptsource optical coherence biometry devices in cataract patients
Akeno Tamaoki, Takashi Kojima, Asato Hasegawa, Mna Yamamoto, Tatsushi Kaga, Kiyoshi Tanaka, Kazuo Ichikawa
2017 XXXⅡV Congress of the ESCRS, Oct. 2017

ArtGAN: Artwork Synthesis with Conditional Categorial GANs
Wei Ren Tan, Chee Seng Chan, Hernan Aguirre, and Kiyoshi Tanaka
Proc. IEEE International Conference on Image Processing (ICIP2017), Sep. 2017, IEEE

Learning Variable Importance to Guide Recombination on Many-objective Optimization
Miyako Sagawa, Hernan Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sebastien Verel, Kiyoshi Tanaka
5th International Conference on Smart Computing and Artificial Intelligence (SCAI 2017), Jul. 2017

Feasibility of VCHP-ORC power generation from low-grade industrial waste heat combined with solar water heating in Thailand
Sorawit Sonsaree, Tatsunori Asaoka, Somchai Jiajitsawat, Hernan Aguirre, Kiyoshi Tanaka
SOLARIS Conference 2017, Jul. 2017

Stacked Progressive Auto-Encoders for Clothing-Invariant Gait Recognition
Tze Wei Yeoh，Hernan E. Aguirre, Kiyoshi Tanaka
Proc. of International Conference on Computer Analysis of Images and Patterns (CAIP2017), Jul. 2017

Closed state model for understanding the dynamics of MOEAs
H. Monzón, H. Aguirre, S. Verel, A. Liefooghe, B. Derbel, and K. Tanaka
Proc. of the Genetic and Evolutionary Computation Conference (GECCO 2017), Jul. 2017, SigEVO

Multi-objective Optimization of Level of Service in Urban Transportation
Rolando Armas, Hernan Aguirre, Kiyoshi Tanaka
Proc. of Genetic and Evolutionary Computation Conference (GECCO 2017), Jul. 2017, SigEVO

A closer look to elitism in ε-dominance many-objective optimization
R. Sano, H. Aguirre, K. Tanaka
Proc. 2017 IEEE Congress on Evolutionary Computation (CEC 2017), Jun. 2017, IEEE Press

Towards landscape-aware automatic algorithm configuration: preliminary experiments on neutral and rugged landscapes
Liefooghe, B. Derbel, S. Verel, H. Aguirre, K. Tanaka
European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP 2017), Apr. 2017

A fitness landscape analysis of Pareto local search on bi-objective permutation flowshop scheduling problems
A. Liefooghe, B. Derbel, S. Verel, H. Aguirre, K. Tanaka
Proceedings 9th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2017), Mar. 2017

Improved 3D Planes Detection using Scaled Difference of Normals
Jaime Alberto Sandoval Galvez, Kazuma Uenishi, Munetoshi Iwakiri, Kiyoshi Tanaka
Proc. Image Electronics and Visual Computing Workshop (IEVC2017), Feb. 2017, IIEEJ

Multi-view Gait Recognition based on Convolutional Neural Network
TzeWei Yeoh, Hernán Aguirre, Kiyoshi Tanaka
Proc. Image Electronics and Visual Computing Workshop (IEVC2017), Feb. 2017, IIEEJ

Improved Keypoint Patches in Evolutionary Point Clouds Registration
Kazuma Uenishi, Jaime Sandoval, Munetoshi Iwakiri, Kiyoshi Tanaka
Proc. Image Electronics and Visual Computing Workshop (IEVC2017), Feb. 2017, IIEEJ

Learning Variable Importance to Guide Recombination
Miyako Sagawa, Hernan Aguirre, Fabio Daolio, Arnaud Liefooghe, Bilel Derbel, Sébastien Vérel, Kiyoshi Tanaka
Proc.of 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016), Dec. 2016, IEEE

An effective EA for short term evolution with small population for traffic signal optimization
Rolando Armas, Hernan Aguirre, Fabio Daolio, Kiyoshi Tanaka
Proc.of 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016), Dec. 2016, IEEE

Clothing-invariant Gait Recognition Using Convolutional Neural Network
Tze Wei Yeoh, Hernan Aguirre, Kiyoshi Tanaka
Proc.of 2016 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), Oct. 2016, IEEE

Prediction of postoperative effective lens position in cataract surgery using a genetic algorithm
Tamaoki Akeno, Kojima Takashi, Tanaka Yoshiki, Tanaka Kiyoshi, Kaga Tatsushi, Ichikawa Kazuo
2016 XXXIV Congress of the ESCRS COPENHAGEN, Sep. 2016

Organic Rankine Cycle Power Generation from Industrial Waste Heat Recovery Integrated with Solar Water Heating System by using Vapor Compression Heat Pump as Heating Booster in Thailand
Sorawit Sonsaree1, Tatsunori Asaoka, Hernan Aguirre, Somchai Jiajitsawat, Kiyoshi Tanaka
International Conference on Cogeneration, Small Power Plants and District Energy 2016 (ICUE), Sep. 2016

Multi-objective Local Search Based on Decomposition
Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernan Aguirre, Kiyoshi Tanaka
Proc. 16th Parallel Problems Solving from Nature(PPSN2016), Sep. 2016

Ceci n'est pas une pipe: A deep convolutional network for fine-art paintings classification
Wei Ren Tan, Chee Seng Chan, Hernan E. Aguirre, Kiyoshi Tanaka
Proc.2016 IEEE International Conference on Image Processing (ICIP), Sep. 2016, IEEE

Fine Tuning of Traffic in our Cities with Smart Panels: The Quito City Case Study
Daniel H. Stolfi, Rolando Armas, Enrique Alba Torres, Hernan E. Aguirre, Kiyoshi Tanaka
Proc. the 2016 on Genetic and Evolutionary Computation Conference (GECCO 2016), Jul. 2016, SigEVO

Geometric Particle Swarm Optimization for Multi-objective Optimization Using Decomposition
Saul Zapotecas-Martinez, Alberto Moraglio, Hernan E. Aguirre, Kiyoshi Tanaka
Proc. the 2016 on Genetic and Evolutionary Computation Conference (GECCO 2016), Jul. 2016, SigEVO

Local Search Move Strategies within MOEA/D
Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernan E. Aguirre, Kiyoshi Tanaka
Proc. the 2016 on Genetic and Evolutionary Computation Conference (GECCO 2016), Jul. 2016, SigEVO

Multi-objective Neutral Neighbors': What could be the definition(s)?
Marie-Eléonore Marmion, Hernan E. Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Kiyoshi Tanaka
Proc. the 2016 on Genetic and Evolutionary Computation Conference (GECCO 2016), Jul. 2016, SigEVO

A Refinement Mechanism to Improve Particle Swarm Optimization
Wei Ren Tan, Saul Zapotecas-Martinez, Hernan E. Aguirre, Kiyoshi Tanaka
Proc.2016 IEEE World Congress on Computational Intelligence, Jul. 2016, IEEE

Analysis and Comparison of Multi-objective Evolutionary Approaches on the Multi-Objective 1/0 Unit Commitment Problem
Saul Zapotecas-Martinez, Sophie Jacquin, Hernan E. Aguirre, Kiyoshi Tanaka
2016 IEEE World Congress on Computational Intelligence, Jul. 2016, IEEE

Traffic signal optimization and coordination using neighborhood mutation
Rolando Armas, Hernan Aguirre, Fabio Daolio, Kiyoshi Tanaka
Proc.of 2016 IEEE World Congress on Computational Intelligence, Jul. 2016, IEEE

Application Low-Grade Industrial Waste Heat for Power Generation Using Organic Rankine Cycle Power Generator Combined with Gas Engine-Driven Heat Pump
Sorawit Sonsaree, Tatsunori Asaoka, Somchai Jiajitsawat, Hernan Aguirre, Kiyoshi Tanaka
The Asian Conference on Sustainability, Energy and the Environment2016(ACSEE2016), Jun. 2016

In vivo evaluation of the tilt in the human crystalline lens or intraocular lens using a full-length optical coherence tomography (OCT)-based biometer
Tamaoki Akeno, Kojima Takashi, Buehren Tobias, Hashizume Ryota, Tanaka Yoshiki, Tanaka Kiyoshi, Ichikawa Kazuo
ARVO 2016 Annual Meeting, May 2016

The Difference of Luminance Sensitivity for Congenital Color Vision Defect using Flicker Method on Liquid Crystal Display
Yoshiki Tanaka, Sho Yokoyama, Hideki Nakamura, Kazuo Ichikawa, Shoko Tanabe, Kato Yukihito, Rie Horai, Kiyoshi Tanaka
ARVO 2016 Annual Meeting, May 2016

Robust Multi-Objective Optimization of Water Distribution Networks
Taishi Ohno, Hernan Aguirre, Kiyoshi Tanaka
The 7th International Conference on Bioinspired Optimization Methods and their Applications(BIOMA2016), May 2016

Geometric Differential Evolution in MOEA/D: A Preliminary Study
Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Hernán E. Aguirre, Kiyoshi Tanaka
Proc. 14th Mexican International Conference on Artificial Intelligence(MICAI2015), Oct. 2015

Traffic Signal Optimization : Minimizing Travel Time and Fuel Consumption
Rolando Armas, Hernan Aguirre, Saul Zapotecas and Kiyoshi Tanaka
Proc. International Conference in Artificial Evolution 2015(EA2015), Oct. 2015, Evolution Artificielle

Approaches for Many-objective Optimization : Analysis and Comparison on MNK-landscapes
Hernan Aguirre, Saul Zapotecas Martinez, Arnaud Liefooghe, Sebastien Verel, Kiyoshi Tanaka
Proc. International Conference in Artificial Evolution 2015(EA2015), Oct. 2015, Evolution Artificielle

Feature Selection in Gait Classification Using Geometric PSO Assisted by SVM
Tze Wei Yeoh, Saúl Zapotecas Martínez, Youhei Akimoto, Hernán E. Aguirre, Kiyoshi Tanaka
Proc.16th International Conference on Computer Analysis of Images and Patterns(CAIP2015), Sep. 2015

Injecting CMA-ES into MOEA/D
Saúl Zapotecas Martínez, Bilel Derbel, Arnaud Liefooghe, Dimo Brockhoff, Hernán E. Aguirre, Kiyoshi Tanaka
Proc. Genetic and Evolutionary Computation Conference(GECCO 2015), Jul. 2015, SigEVO

Global vs Local Search on Multi-objective NK-Landscapes: Contrasting the Impact of Problem Features
Fabio Daolio, Arnaud Liefooghe, Sébastien Vérel, Hernán E. Aguirre, Kiyoshi Tanaka
Proc. Genetic and Evolutionary Computation Conference(GECCO 2015), Jul. 2015, SigEVO

Age related changes of longitudinal chromatic aberration on Color Visual Acuity
Yoshiki Tanaka, S.Yokoyama, H.Nakamura, K.Ichikawa, S.Tanabe, Y.Kato, R.Horai, K.Tanaka
ARVO 2015 Annual Meeting, May 2015

On the low-discrepancy sequences and their use in MOEA/D for high-dimensional objective spaces
Saúl Zapotecas Martínez, Hernán E. Aguirre, Kiyoshi Tanaka, Carlos A. Coello Coello
Proc. 2015 IEEE Congress on Evolutionary Computation(CEC2015), May 2015, IEEE

Evolutionary many-objective optimization using dynamic ε-Hoods and Chebyshev function
Yuki Yazawa, Hernán E. Aguirre, Akira Oyama, Kiyoshi Tanaka
Proc. 2015 IEEE Congress on Evolutionary Computation(CEC2015), May 2015, IEEE

A Feature-Based Performance Analysis in Evolutionary Multiobjective Optimization
Arnaud Liefooghe, Sébastien Verel, Fabio Daolio, Hernán Aguirre, Kiyoshi Tanaka
Proc. 8th International Conference on Evolutionary Multi-Criterion Optimization(EMO2015), Apr. 2015

Neutral but a Winner! How Neutrality Helps Multiobjective Local Search Algorithms
Aymeric Blot, Hernán Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion, Kiyoshi Tanaka
Proc. 8th International Conference on Evolutionary Multi-Criterion Optimization(EMO2015), Mar. 2015

Comparison of Parameter Control Mechanisms in Multi-objective Differential Evolution
Martin Drozdik, Hernan Aguirre, Youhei Akimoto, Kiyoshi Tanaka
Proc. Learning and Intelligent Optimization Conference (LION9), Jan. 2015, Learning and Intelligent Optimization Organization

Genetic algorithm assisted by a SVM for feature selection in gait classification
Tze Wei Yeoh, Saúl Zapotecas Martínez, Youhei Akimoto, Hernán E. Aguirre, Kiyoshi Tanaka
Intelligent Signal Processing and Communication Systems (ISPACS2014), Dec. 2014, IEEE

Effects of Mutation and Crossover Operators in the Optimization of Traffic Signal Parameters
Rolando Armas, Hernan Aguirre, Kiyoshi Tanaka
Proc. The Tenth International Conference on Simulated Evolution And Learning(SEAL 2014), Dec. 2014, Simulated Evolution and Learning

Extending AεSεH from Many-objective to Multi-objective Optimization
Hernán Aguirre, Yuki Yazawa, Akira Oyama, Kiyoshi Tanaka
Proc. The Tenth International Conference on Simulated Evolution And Learning(SEAL 2014), Dec. 2014, Simulated Evolution and Learning

An Analysis of Differential Evolution Parameters on Rotated Bi-objective Optimization Functions
Martin Drozdik, Kiyoshi Tanaka, Hernan Aguirre, Sebastien Verel, Arnaud Liefooghe, Bilel Derbel
Proc. The Tenth International Conference on Simulated Evolution And Learning(SEAL 2014), Dec. 2014, Simulated Evolution and Learning

The Development of Scenario Game Teaching Material for the Learning of Power Networks at Technology Education in Junior High School
Hiroyuki Muramatsu, Ryoichi Kitazaki, Hiroyoshi Nishizawa, Kiyoshi Tanaka, Saeed Ramezanjamaat, Phillip L. Cardon
The 22nd International Conference on Computers in Education(ICCE2014), Nov. 2014

Using a Family of Curves to Approximate the Pareto Front of a Multi- Objective Optimization Problem
Saúl Zapotecas Martínez, Víctor A. Sosa Hernández, Hernán Aguirre, Kiyoshi Tanaka, Carlos A. Coello Coello
Proc. 13th Parallel Problems Solving from Nature(PPSN2014), Sep. 2014

An Analysis on Selection for High-Resolution Approximations in Many- Objective Optimization
Hernán Aguirre, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka
Proc. 13th Parallel Problems Solving from Nature(PPSN2014), Sep. 2014

The Effect of Aging on Color Visual Acuity in Normal Eyes and Tinted-IOL Eyes
Yoshiki Tanaka, Sho Yokoyama, Hideki Nakamura, Kazuo Ichikawa, Shoko Tanabe, Yukihito Kato, Rie Horai, Kiyoshi Tanaka
The Association for Research in Vision and Ophthalmology (ARVO) 3017-C0180, May 2014

Visual function after Epiretinal Membrane (ERM) surgery with internal limiting membrane (ILM) peeling evaluated by Color Visual Acuity test
Sho Yokoyama, Yoshiki Tanaka, Hideki Nakamura, Kiyoshi Tanaka, Kazuo Ichikawa
World Ophthalmology Congress (WOC) PO-864, Apr. 2014

Intraocular Lens Power Calculation in Cases of Anterior Segment OCT-Detected Subclinical Posterior Keratoconus
Akeno Tamaoki, Takashi Kojima, Asato Hasegawa, Hideki Nakamura, Kiyoshi Tanaka, Kazuo Ichikawa
The 2014 ASCRS Symposium & Congress, Apr. 2014

Smart EA operators for effective service restoration of compensated distribution networks
Saeed RamezanJamaat, Hernan Aguirre, Youhei Akimoto, Kiyoshi Tanaka
Proc.IEEE Innovative Smart Grid Technologies Asia(ISGT ASIA), Mar. 2014

Many-Objective Optimization of Trajectory Design for DESTINY Mission
Yutaka Nishio，Akira Oyama，Youhei Akimoto，Hernan Aguirre，Kiyoshi Tanaka
Proc. Learning and Intelligent OptimizatioN Conference (LION 8), Feb. 2014, Learning and Intelligent Optimization Organization

A Subspace Extraction Strategy for Many-Objective Space Partitioning Optimization
Makoto Takahashi, Youhei Akimoto, Hernan Aguirre, and Kiyoshi Tanaka
Proc. Learning and Intelligent Optimization Conference (LION8), Feb. 2014, Learning and Intelligent Optimization Organization

A Fast and Effective EA for Service Restoration of Compensated Distribution Networks
Saeed RamezanJamaat, Hernan Aguirre, Kiyoshi Tanaka
Proc. 5th IEEE PES Asia-Pacific Power and Energy Engineering Conference(APPEEC2013), Dec. 2013

Asian Female Face Classification Incorporating Personal Attractive Preference
MinZhi Chua, Youhei Akimoto, Hernan Aguirre, Kiyoshi Tanaka
Proc. IEEE Intelligent Signal Processing and Communication Systems(ISPACS2013), Nov. 2013, IEEE

Reversible and Tunable Scrambling-Embedding Method
SimYing Ong, KokSheik Wong, Kiyoshi Tanaka
Proc. IEEE Intelligent Signal Processing and Communication Systems (ISPACS2013), Nov. 2013, IEEE

Extended Pruning-Grafting Operators for Efficient Distribution Network Reconfiguration
Saeed RamezanJamaat, Youhei Akimoto, Hernan Aguirre, Kiyoshi Tanaka
Proc. 3rd International Conference on Electric Power and Energy Conversion Systems(EPECS2013), Oct. 2013

What Makes an Instance Difficult for Black-Box 0--1 Evolutionary Multiobjective Optimizers?
Arnaud Liefooghe, Sebastien Verel, Hernan Aguirre, Kiyoshi Tanaka
Proc. International Conference in Artificial Evolution 2013 (EA 2013), Oct. 2013, Springer

Attempt to Reduce the Computational Complexity in Multi-objective Differential Evolutionary Algorithms
Martin Drozdik, Hernan Aguirre and Kiyoshi Tanaka
Proc. Genetic and Evolutionary Computation Conference　(GECCO2013), Jul. 2013, SigEVO

Evolutionary Multi-Objective Optimization To Attain Practically Desirable Solutions
Natsuki Kusuno, Hernan Aguirre, Kiyoshi Tanaka, Masataka Koishi
Proc. Genetic and Evolutionary Computation Conference 2013 (GECCO 2013), Jul. 2013, SigEVO

Population Size and Scalability in the AeSeH Evolutionary Many-objective Algorithm
Hernan Aguirre, Arnaud Liefooghe, Sebastien Verel, Kiyoshi Tanaka
Proc. Genetic and Evolutionary Computation Conference 2013 (GECCO 2013), Jul. 2013, SigEVO

A Study on Population Size and Selection Lapse in Many-objective Optimization
Hernan Aguirre, Arnaud Liefooghe,SebastienVerel, Kiyoshi Tanaka
Proc. 2013 IEEE Congress on Evolutionary Computation(CEC2013), Jun. 2013, IEEE

A Color Visual Function Test to Evaluate the Age-Related Changes in Good Visual Acuity of Normal Eyes
Sho Yokoyama, Kazuo Ichikawa, Hideki Nakamura, Shoko Tanabe, Yoshiki Tanaka, Kiyoshi Tanaka, Rie Horai
The Association for Research in Vision and Ophthalmology (ARVO) 3018-C0181, May 2013

Characteristics of Color Visual Acuity by Step Changes of Background Luminance in Young Subjects of Normal Eyes
Yoshiki Tanaka, Kiyoshi Tanaka, Sho Yokoyama, Hideki Nakamura, Kazuo Ichikawa, Shoko Tanabe
The Association for Research in Vision and Ophthalmology (ARVO) 3017-C0180, May 2013

Adaptive epsilon-Sampling and epsilon-Hood for Evolutionary Many-Objective Optimization
Hernan Aguirre, Akira Oyama and Kiyoshi Tanaka
7th International Conference on Evolutionary Multi-Criterion Optimization (EMO2013), Mar. 2013

Effects of Population Size on MOEAS's Selection and Scalability to Many-objective Optimization
Hernán Aguirre, Arnaud Liefooghe, Sébastien Verel and Kiyoshi Tanaka
7th Learning and Intelligent Optimization Conference (LION7), Jan. 2013, Learning and Intelligent Optimization Organization

Practically Desirable Solutions Search on Multi-Objective Optimization
Natsuki Kusuno, Hernán Aguirre, Kiyoshi Tanaka and Masataka Koishi
7th Learning and Intelligent Optimization Conference (LION7), Jan. 2013, Learning and Intelligent Optimization Organization

Dynamic Control of the Number of Crossed Genes in Evolutionary Many-Objective Optimization
Hiroyuki Sato, Carlos Coello, Hernan Aguirre, Kiyoshi Tanaka
Proc. Joint 6th International Conference on Soft Computing and Intelligent Systems (SCIS2012), Nov. 2012

Dynamic Control of the Number of Crossed Genes in Evolutionary Many-Objective Optimization
Hiroyuki Sato, Carlos Coello, Hernan Aguirre, Kiyoshi Tanaka
13th International Symposium on advanced Intelligent Systems (ISIS2012), Nov. 2012

Color Compensation Method to Display Images Looking Similar to Their Original Ones for Elderly People
Ryoji Suzuki，Yoshiki Tanaka，Hernan Aguirre，Kiyoshi Tanaka，Sho Yokoyama，Hideki Nakamura，Kazuo Ichikawa and Shoko Tanabe
Proc. IIEEJ Image Electronics and Visual Computing Workshop 2012 (IEVC2012), Nov. 2012, IIEEJ

An Efficient Structure Aware halftoning Using Bit-Clinber
Aroba Khan, Hernan Aguirre and Kiyoshi Tanaka
Proc. IIEEJ Image Electronics and Visual Computing Workshop 2012 (IEVC2012), Nov. 2012, IIEEJ

Characteristics of Color Visual Acuity for Normal Eyes of Young Subjects
Yoshiki Tanaka, Kiyoshi Tanaka, Sho Yokoyama, Hideki Nakamura, Kazuo Ichikawa, Shoko Tanabe
Proc. IIEEJ Image Electronics and Visual Computing Workshop 2012 (IEVC2012), Nov. 2012, IIEEJ

Improvement on Reversible Data Embedding Method using Virtual Queue Decomposition
SimYing Ong, KokSheik Wong and Kiyoshi Tanaka
Proc. IIEEJ Image Electronics and Visual Computing Workshop 2012 (IEVC2012), Nov. 2012, IIEEJ

Analysis on Population Size and Neighborhood Recombinationon Many-Objective Optimization
Naoya Kowatari, Akira Oyama, Hernan Aguirre and Kiyoshi Tanaka
12th International Conference on Parallel Problem Solving From Nature (PPSN2012), Sep. 2012

JPEG Image Scrambling without Expansion in Bitstream Size
Kazuki Minemura, Zahra Moayed, KokSheik Wong, Xiaojun Qi, Kiyoshi Tanaka
Proc. IEEE International Conference on Image Processing (ICIP2012), Sep. 2012, IEEE

Reversible Data Embedding using Reflective Blocks with Scalable Visual Quality Degradation
SimYing Ong, KokSheik Wong, Kiyoshi Tanaka,
Proc. 8th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP2012), Jul. 2012

A New Color Visual Function Test to Evaluate the Aging Changes in Normal Eyes
Kazuo Ichikawa, Sho Yokoyama, Hideki Nakamura, Shoko Tanabe, Yoshiki Tanaka, Kiyoshi Tanaka, Rie Horai, Yukihito Kato
The Association for Research in Vision and Ophthalmology (ARVO) 6404-A94, May 2012

Temporal Characteristics of Color Visual Acuity in A Normally Eyes of Young Subjects
Sho Yokoyama, Hideki Nakamura, Kazuo Ichikawa, Shoko Tanabe, Yoshiki Tanaka, Kiyoshi Tanaka, Rie Horai, Yukihito Kato
The Association for Research in Vision and Ophthalmology (ARVO) 4820-D735, May 2012

Development of New Testing System Measuring Human Color Visual Function
Yoshiki Tanaka, Kiyoshi Tanaka, Sho Yokoyama, Hideki Nakamura, Rie Horai, Kazuo Ichikawa and Shoko Tanabe
Proc. Annual Meeting of the Association for Research in Vision and Ophthalmology (ARVO2012), May 2012

Reversible Data Embedding For Any Digital Signal
Mustafa Abdul Karim, KokSheik Wong, Kiyoshi Tanaka
Proc. 5th IEEE International Symposium on Communications, Control and Signal Processing (ISCCSP2012), May 2012, IEEE

Multiple messages embedding using DCT-based Mod4 steganographic method
Wong, K; Tanaka, K; Qi, XJ
MULTIMEDIA CONTENT REPRESENTATION, CLASSIFICATION AND SECURITY 4105 57-65, 2006, SPRINGER-VERLAG BERLIN

Selection, Drift, Recombination, and Mutation in Multiobjective Evolutionary Algorithms on Scalable MNK-Landscapes
Aguirre, HE; Tanaka, K
EVOLUTIONARY MULTI-CRITERION OPTIMIZATION 3410 355-369, 2005, SPRINGER-VERLAG BERLIN

A watermark sharing scheme to high quality halftone images with genetic algorithms
Myodo, E; Tanaka, K
APPLICATIONS OF EVOLUTIONARY COMPUTING 3005 339-348, 2004, SPRINGER-VERLAG BERLIN

Web-page color modification for barrier-free color vision with genetic algorithm
Ichikawa, M; Tanaka, K; Kondo, S; Hiroshima, K; Ichikawa, K; Tanabe, S; Fukami, K
GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT II, PROCEEDINGS, 2003, SPRINGER-VERLAG BERLIN

Improved Image Halftoning Technique Using GAs with Concurrent Inter-block Evaluation
Myodo, E; Aguirre, H; Tanaka, K
GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT II, PROCEEDINGS, 2003, SPRINGER-VERLAG BERLIN

Genetic Algorithms on NK-Landscapes: Effects of Selection, Drift, Mutation, and Recombination
Aguirre, HE; Tanaka, K
APPLICATIONS OF EVOLUTIONARY COMPUTING 2611 131-142, 2003, SPRINGER-VERLAG BERLIN

Halftone Image Generation with Improved Multiobjective Genetic Algorithm
Aguirre, HE; Tanaka, K; Sugimura, T; Oshita, S
EVOLUTIONARY MULTI-CRITERION OPTIMIZATION, PROCEEDINGS 1993 501-515, 2001, SPRINGER-VERLAG BERLIN

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Research on Multi-objective and Many-objective Optimization Using Evolutionary Computation

Research on Large-Scale Optimization Using Evolutionary Computation

Research on Selection, Genetic Operators and Adaptive Processing in Evolutionary Computation

Research on Information Security Using Information Hiding

Research on Advancement of Multimedia Contents Using Information Hiding

Research on Resolution Transformation and Resolution Improvement of Still Images and Moving Pictures

Research on 3D Point Cloud Processing and Its Applications

Research on Anomalous Color Vision and Color Vision of Elderly People

Development of Device Testing Human Color Acuity

Research on Intelligent Power Delivery Control in Smart Grid System

Research on Smart Transportation System

Researchon Coding and Communication Methods Using Chaos

Research on Image Coding and Image generation Using Fractals