Junzo Watada

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 79

Top Venues

J. Adv. Comput. Intell. Intell. Informatics

IEEE Access

Inf. Sci.

FUZZ-IEEE

Publications

Jeng-Shyang Pan, Pei-Cheng Song, Jyh-Horng Chou, Junzo Watada, Shu-Chuan Chu
FPGA-Based Compact Differential Evolution for General-Purpose Optimization in Resource-Constrained Devices. IEEE Trans. Ind. Informatics 20 (4) (2024)
Hiroshi Sakai, Michinori Nakata, Dominik Slezak, Junzo Watada
Consideration of Detecting Data and Functional Dependency in Tabular Data with Missing Values by the Obtained Rules. IJCRS (1) (2024)
Shu-Chuan Chu, Zhi-Chao Dou, Jeng-Shyang Pan, Lingping Kong, Václav Snásel, Junzo Watada
DWSR: an architecture optimization framework for adaptive super-resolution neural networks based on meta-heuristics. Artif. Intell. Rev. 57 (2) (2024)
Xuanning Song, Bo Wang, Pei-Chun Lin, Guangyu Ge, Ran Yuan, Junzo Watada
Scenario-Based Distributionally Robust Unit Commitment Optimization Involving Cooperative Interaction with Robots. Inf. Syst. Frontiers 26 (1) (2024)
Alvin Wai Chung Lee, Suet-Peng Yong, Witold Pedrycz, Junzo Watada
Testing a Vision-Based Autonomous Drone Navigation Model in a Forest Environment. Algorithms 17 (4) (2024)
Mubeen Aslam, Lukman bin A. B. Rahim, Junzo Watada, Saddaf Rubab, Muhammad Attique Khan, Salman A. AlQahtani, Thippa Reddy Gadekallu
Cloud migration framework clustering method for social decision support in modernizing the legacy system. Trans. Emerg. Telecommun. Technol. 35 (4) (2024)
Pradeep S. Naulia, Junzo Watada, Izzatdin Abdul Aziz
A Mathematically Inspired Meta-Heuristic Approach to Parameter (Weight) Optimization of Deep Convolution Neural Network. IEEE Access 12 (2024)
Pradeep S. Naulia, Arunava Roy, Junzo Watada, Izzatdin B. A. Aziz
A Pixel-Wise k-Immediate Neighbour-Based Image Analysis Approach for Identifying Rock Pores and Fractures from Grayscale Image Samples. Algorithms 16 (1) (2023)
Xiao Wang, Xiao-Xue Sun, Shu-Chuan Chu, Junzo Watada, Jeng-Shyang Pan
Improved butterfly optimization algorithm applied to prediction of combined cycle power plant. Math. Comput. Simul. 204 (2023)
Xianhe Wang, Bo Wang, Tiantian Li, Huaxiong Li, Junzo Watada
Multi-criteria fuzzy portfolio selection based on three-way decisions and cumulative prospect theory. Appl. Soft Comput. 134 (2023)
Jeng-Shyang Pan, Qingwei Liang, Shu-Chuan Chu, Kuo-Kun Tseng, Junzo Watada
A multi-strategy surrogate-assisted competitive swarm optimizer for expensive optimization problems. Appl. Soft Comput. 147 (2023)
Jeng-Shyang Pan, Li-Gang Zhang, Shu-Chuan Chu, Chin-Shiuh Shieh, Junzo Watada
Surrogate-Assisted Hybrid Meta-Heuristic Algorithm with an Add-Point Strategy for a Wireless Sensor Network. Entropy 25 (2) (2023)
Jinhao Shi, Bo Wang, Ran Yuan, Zhi Wang, Chunlin Chen, Junzo Watada
Rolling horizon wind-thermal unit commitment optimization based on deep reinforcement learning. Appl. Intell. 53 (16) (2023)
George A. Tsihrintzis, Gloria E. Phillips-Wren, Lakhmi C. Jain, Junzo Watada
Intelligent Decision Technologies: An International Journal (IDT) heading into its 17th year: A Short Note from the Editors. Intell. Decis. Technol. 17 (1) (2023)
Yifei Wu, Bo Wang, Ran Yuan, Junzo Watada
A Gramian angular field-based data-driven approach for multiregion and multisource renewable scenario generation. Inf. Sci. 619 (2023)
Pradeep S. Naulia, Arunava Roy, Junzo Watada, Izzatdin Abdul Aziz
Clustering Cum Polar Coordinate Feature Transformation (C-PCFT) Approach to Identify Pores in Carbonate Rocks. IEEE Access 11 (2023)
George A. Tsihrintzis, Gloria E. Phillips-Wren, Lakhmi C. Jain, Junzo Watada
Intelligent Decision Technologies: An International Journal (IDT) enters its 16th year: A short note from the editors. Intell. Decis. Technol. 16 (1) (2022)
Usman Ahmad Usmani, Ari Happonen, Junzo Watada
Enhanced Deep Learning Framework for Fine-Grained Segmentation of Fashion and Apparel. SAI (2) (2022)
Usman Ahmad Usmani, Ari Happonen, Junzo Watada
A Review of Unsupervised Machine Learning Frameworks for Anomaly Detection in Industrial Applications. SAI (2) (2022)
Usman Ahmad Usmani, Ari Happonen, Junzo Watada
Enhancing Artificial Intelligence Control Mechanisms: Current Practices, Real Life Applications and Future Views. FTC (1) (2022)
Saad Adnan Abed, Helmi Md Rais, Junzo Watada, Nasser R. Sabar
A hybrid local search algorithm for minimum dominating set problems. Eng. Appl. Artif. Intell. 114 (2022)
Zonglin Fu, Shu-Chuan Chu, Junzo Watada, Chia-Cheng Hu, Jeng-Shyang Pan
Software and hardware co-design and implementation of intelligent optimization algorithms. Appl. Soft Comput. 129 (2022)
Nataliya I. Kalashnykova, Viacheslav Kalashnikov, Junzo Watada, José Guadalupe Flores Muñiz, Toni Anwar, Pei-Chun Lin
Consistent Conjectural Variations Equilibrium in a Mixed Oligopoly Model With a Labor-Managed Company and a Discontinuous Demand Function. IEEE Access 10 (2022)
Xianhe Wang, Bo Wang, Shu Liu, Huaxiong Li, Tianxing Wang, Junzo Watada
Fuzzy portfolio selection based on three-way decision and cumulative prospect theory. Int. J. Mach. Learn. Cybern. 13 (1) (2022)
Junzo Watada, José Guadalupe Flores Muñiz, Viacheslav Kalashnikov, Nataliya I. Kalashnykova
Consistent Conjectural Variations Equilibrium in a Semimixed Oligopoly with Discontinuous Demand. SCIS/ISIS (2022)
Usman Ahmad Usmani, Junzo Watada, Jafreezal Jaafar, Izzatdin Abdul Aziz, Arunava Roy
A Reinforcement Learning Based Adaptive ROI Generation for Video Object Segmentation. IEEE Access 9 (2021)
Usman Ahmad Usmani, Arunava Roy, Junzo Watada, Jafreezal Jaafar, Izzatdin Abdul Aziz
Enhanced Reinforcement Learning Model for Extraction of Objects in Complex Imaging. SAI (1) (2021)
Mohd Hilmi Hasan, Jafreezal Jaafar, Junzo Watada, Mohd Fadzil Hassan, Izzatdin Abdul Aziz
An interval type-2 fuzzy model of compliance monitoring for quality of web service. Ann. Oper. Res. 300 (2) (2021)
Gloria E. Phillips-Wren, George A. Tsihrintzis, Lakhmi C. Jain, Junzo Watada
15 years of the International Journal of Intelligent Decision Technologies (IDT): Reflection from the Editors. Intell. Decis. Technol. 15 (1) (2021)
Usman Ahmad Usmani, Junzo Watada, Jafreezal Jaafar, Izzatdin Abdul Aziz, Arunava Roy
A Reinforced Active Learning Algorithm for Semantic Segmentation in Complex Imaging. IEEE Access 9 (2021)
Min Zhou, Bo Wang, Shudong Guo, Junzo Watada
Multi-objective prediction intervals for wind power forecast based on deep neural networks. Inf. Sci. 550 (2021)
Hiroshi Sakai, Michinori Nakata, Junzo Watada
NIS-Apriori-based rule generation with three-way decisions and its application system in SQL. Inf. Sci. 507 (2020)
Peter Kuzmin, Vitaly Kalashnikov, Nataliya I. Kalashnykova, Junzo Watada
The Great Depression: Econometric Analysis and Fuzzy Regression. J. Adv. Comput. Intell. Intell. Informatics 24 (6) (2020)
Pandian Vasant, Fahad Parvez Mahdi, Jose Antonio Marmolejo Saucedo, Igor S. Litvinchev, Román Rodríguez-Aguilar, Junzo Watada
Quantum-Behaved Bat Algorithm for Solving the Economic Load Dispatch Problem Considering a Valve-Point Effect. Int. J. Appl. Metaheuristic Comput. 11 (3) (2020)
Junzo Watada, Arunava Roy, Bo Wang, Shing Chiang Tan, Bing Xu
An Artificial Bee Colony-Based Double Layered Neural Network Approach for Solving Quadratic Bi-Level Programming Problems. IEEE Access 8 (2020)
Jahedul Islam, Pandian Vasant, Berihun Mamo Negash, Atulan Gupta, Junzo Watada, Anirban Banik
Well Placement Optimization Using Firefly Algorithm and Crow Search Algorithm. J. Adv. Eng. Comput. 4 (3) (2020)
Shiladitya Bhattacharjee, Lukman bin A. B. Rahim, Junzo Watada, Arunava Roy
Unified GPU Technique to Boost Confidentiality, Integrity and Trim Data Loss in Big Data Transmission. IEEE Access 8 (2020)
Junzo Watada, Arunava Roy, Jingru Li, Bo Wang, Shuming Wang
A Dual Recurrent Neural Network-based Hybrid Approach for Solving Convex Quadratic Bi-Level Programming Problem. Neurocomputing 407 (2020)
You Li, Bo Wang, Anrui Fu, Junzo Watada
Fuzzy portfolio optimization for time-inconsistent investors: a multi-objective dynamic approach. Soft Comput. 24 (13) (2020)
Abdulaziz Ahmed Thawaba, Azizul Azhar Ramli, Mohd Farhan Md Fudzee, Junzo Watada
A Mechanism to Support Agile Frameworks Enhancing Reliability Assessment for SCS Development: A Case Study of Medical Surgery Departments. SCDM (2020)
Jahedul Islam, Pandian M. Vasant, Berihun Mamo Negash, Moacyr Bartholomeu Laruccia, Myo Myint, Junzo Watada
A holistic review on artificial intelligence techniques for well placement optimization problem. Adv. Eng. Softw. 141 (2020)
Helmi Md Rais, Saad Adnan Abed, Junzo Watada
Computational Comparison of Major Proposed Methods for Graph Partitioning Problem. J. Adv. Comput. Intell. Intell. Informatics 23 (1) (2019)
Huiming Zhang, Junzo Watada
Building Fuzzy Levy-GJR-GARCH American Option Pricing Model. IUKM (2019)
Junzo Watada, Arunava Roy, Ruturaj Kadikar, Hoang Pham, Bing Xu
Emerging Trends, Techniques and Open Issues of Containerization: A Review. IEEE Access 7 (2019)
Fahad Parvez Mahdi, Pandian Vasant, Mohammad Abdullah-Al-Wadud, Vish Kallimani, Junzo Watada
Quantum-behaved bat algorithm for many-objective combined economic emission dispatch problem using cubic criterion function. Neural Comput. Appl. 31 (10) (2019)
Zhiwen Jian, Hiroshi Sakai, Junzo Watada, Arunava Roy, M. Hilmi B. Hassan
An Apriori-based Data Analysis on Suspicious Network Event Recognition. IEEE BigData (2019)
Alvin Wai Chung Lee, Suet-Peng Yong, Junzo Watada
Global Thresholding for Scene Understanding Towards Autonomous Drone Navigation. J. Adv. Comput. Intell. Intell. Informatics 23 (5) (2019)
Hitham Alhussian, Nordin Zakaria, Ahmed Patel, Ayman Jaradat, Said Jadid Abdulkadir, Abdelaziz Yousif Ahmed, Hussein T. Bahbouh, Sallam Osman Fageeri, Asim Abdallah Elsheikh, Junzo Watada
Investigating the Schedulability of Periodic Real-Time Tasks in Virtualized Cloud Environment. IEEE Access 7 (2019)
Hiroshi Sakai, Michinori Nakata, Junzo Watada
A Model of Rule Generation Handling Granules Defined by Implications in Table Data Sets. ICDM Workshops (2018)
Huiming Zhang, Junzo Watada
Fuzzy Levy-GJR-GARCH American Option Pricing Model Based on an Infinite Pure Jump Process. IEICE Trans. Inf. Syst. (7) (2018)
Shing Chiang Tan, Shuming Wang, Junzo Watada
A self-adaptive class-imbalance TSK neural network with applications to semiconductor defects detection. Inf. Sci. 427 (2018)
Yoshiyuki Matsumoto, Junzo Watada
Knowledge Acquisition from Rough Sets Using Merged Decision Rules. J. Adv. Comput. Intell. Intell. Informatics 22 (3) (2018)
Min Zhou, Bo Wang, Tian-tian Li, Junzo Watada
Multi-objective unit commitment under hybrid uncertainties: A data-driven approach. ICNSC (2018)
Tian-tian Li, Bo Wang, Min Zhou, Junzo Watada
Short-term load forecasting using optimized LSTM networks based on EMD. CoRR (2018)
Bo Wang, You Li, Shuming Wang, Junzo Watada
A Multi-Objective Portfolio Selection Model With Fuzzy Value-at-Risk Ratio. IEEE Trans. Fuzzy Syst. 26 (6) (2018)
Mubeen Aslam, Lukman bin A. B. Rahim, Junzo Watada, Manzoor Hashmani
Clustering-Based Cloud Migration Strategies. J. Adv. Comput. Intell. Intell. Informatics 22 (3) (2018)
Shuming Wang, Bo Wang, Junzo Watada
Adaptive Budget-Portfolio Investment Optimization Under Risk Tolerance Ambiguity. IEEE Trans. Fuzzy Syst. 25 (2) (2017)
Yoshiyuki Matsumoto, Junzo Watada
Analysis of Time-Series Data by Merging Decision Rules. J. Adv. Comput. Intell. Intell. Informatics 21 (6) (2017)
Yoshiyuki Matsumoto, Junzo Watada
Time series data analysis by rough set and merging method of decision rule. IFSA-SCIS (2017)
Lik Xun Yuan, Shing Chiang Tan, Pey Yun Goh, Chee Peng Lim, Junzo Watada
Fuzzy ARTMAP with Binary Relevance for Multi-label Classification. KES-IDT (2) (2017)
Bo Wang, You Li, Junzo Watada
Multi-period portfolio selection with dynamic risk/expected-return level under fuzzy random uncertainty. Inf. Sci. 385 (2017)
Yeonchan Lee, Jaeseok Choi, Myeunghoon Jung, Junzo Watada
GUI of GMS Simulation Tool Using Fuzzy Methods. IIH-MSP (2) (2017)
Junzo Watada, Huiming Zhang, Haydee Melo, Diqing Sun, Pandian Vasant
Boosted HOG Features and Its Application on Object Movement Detection. IIH-MSP (1) (2017)
Junzo Watada, Huiming Zhang, Haydee Melo, Jiaxi Wang, Pandian Vasant
SURF Algorithm-Based Panoramic Image Mosaic Application. IIH-MSP (1) (2017)
Haydee Melo, Huiming Zhang, Pandian Vasant, Junzo Watada
Training Method for a Feed Forward Neural Network Based on Meta-heuristics. IIH-MSP (2) (2017)
Hiroshi Sakai, Michinori Nakata, Junzo Watada
A Proposal of Machine Learning by Rule Generation from Tables with Non-deterministic Information and Its Prototype System. IJCRS (1) (2017)
Junzo Watada, Shing Chiang Tan, Yoshiyuki Matsumoto, Pandian Vasant
Rough Set-Based Text Mining from a Large Data Repository of Experts' Diagnoses for Power Systems. KES-IDT (2) (2017)
Huiming Zhang, Junzo Watada
Building Fuzzy Variance Gamma Option Pricing Models with Jump Levy Process. KES-IDT (2) (2017)
Junzo Watada, Jing Zhao, Yoshiyuki Matsumoto
A Genetic Rough Set Approach to Fuzzy Time-Series Prediction. CMCSN (2016)
Bo Wang, Xian-zhong Zhou, Junzo Watada
A unit commitment-based fuzzy bilevel electricity trading model under load uncertainty. Fuzzy Optim. Decis. Mak. 15 (1) (2016)
Yoshiyuki Yabuuchi, Takayuki Kawaura, Junzo Watada
Analysis of the relation between health statistics and eating habits in Japanese prefectures using fuzzy robust regression model. Comput. Biol. Medicine 72 (2016)
Yoshiyuki Yabuuchi, Takayuki Kawaura, Junzo Watada
Fuzzy Autocorrelation Model with Fuzzy Confidence Intervals and its Evaluation. J. Adv. Comput. Intell. Intell. Informatics 20 (4) (2016)
Junzo Watada, Haochen Ding
A Double Layer Neural Network Based on Artificial Bee Colony Algorithm for Solving Quadratic Bi-Level Programming Problem. KES-IDT (1) (2016)
Zhenyuan Xu, Chao Xu, Junzo Watada
Particle Swarm Optimization Based Support Vector Machine for Human Tracking. KES-IDT (1) (2016)
Junzo Watada, Hanayuki Kitagawa
Speech Recognition in a Multi-speaker Environment by Using Hidden Markov Model and Mel-frequency Approach. CMCSN (2016)
Shing Chiang Tan, Chee Peng Lim, Junzo Watada
A Memetic Fuzzy ARTMAP by a Grammatical Evolution Approach. KES-IDT (1) (2016)
Zalili Binti Musa, Mohd Zuki Salleh, Rohani Binti Abu Bakar, Junzo Watada
GbLN-PSO and Model-Based Particle Filter Approach for Tracking Human Movements in Large View Cases. IEEE Trans. Circuits Syst. Video Technol. 26 (8) (2016)
Haydee Melo, Junzo Watada
Gaussian-PSO with fuzzy reasoning based on structural learning for training a Neural Network. Neurocomputing 172 (2016)
Junzo Watada, Chen Shi, Yoshiyuki Yabuuchi, Rubiyah Yusof, Zahriah Sahri
A Rough Set Approach to Data Imputation and Its Application to a Dissolved Gas Analysis Dataset. CMCSN (2016)
Yoshiyuki Yabuuchi, Hungming Hung, Junzo Watada
Summarizing approach for efficient search by k-medoids method. ASCC (2015)
Shing Chiang Tan, Junzo Watada, Zuwairie Ibrahim, Marzuki Khalid
Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects. IEEE Trans. Neural Networks Learn. Syst. 26 (5) (2015)
Masahiro Inuiguchi, Junzo Watada, Didier Dubois
Preface to special issue on "Fuzzy modeling for optimisation and decision support". Fuzzy Sets Syst. 274 (2015)
Meng Yuan, Xu Lin, Junzo Watada, Vladik Kreinovich
Minimax Portfolio Optimization Under Interval Uncertainty. J. Adv. Comput. Intell. Intell. Informatics 19 (5) (2015)
Huiming Zhang, Junzo Watada, Ye Li, You Li, Bo Wang
Building a Sensitivity-Based Portfolio Selection Models. KES-IDT (2015)
Daisuke Aoki, Junzo Watada
Human tracking method based on improved HOG+Real AdaBoost. ASCC (2015)
Junzo Watada, Xian Chen
Strategic Decision-Making from the Perspective of Fuzzy Two-Echelon Supply Chain Model. KES-IDT (2015)
Jing Zhao, Junzo Watada, Yoshiyuki Matsumoto
A fuzzy time-series prediction by GA based rough sets model. ASCC (2015)
Junzo Watada, Yung Chin Hsiao, Hanayuki Kitagawa
Using Brainwaves and Eye Tracking to Determine Attention Levels for Auto-Lighting Systems. J. Adv. Comput. Intell. Intell. Informatics 19 (5) (2015)
Cong Li, Junzo Watada, Huiming Zhang
A granularity approach to compound real option in multi-stage capital investment project. Intell. Decis. Technol. 9 (4) (2015)
Haiyu Yu, Junzo Watada, Jingru Li
A Bilevel Synthetic Winery System for Balancing Profits and Perishable Production Quality. KES-IDT (2015)
Yung Chin Hsiao, Hanayuki Kitagawa, Junzo Watada
Studies on eye tracking and brainwave measurement. ASCC (2015)
Haydee Melo, Junzo Watada
A Gaussian Particle Swarm Optimization for Training a Feed Forward Neural Network. PAAMS (Special Sessions) (2014)
Yicheng Wei, Junzo Watada
Building a type-2 fuzzy regression model based on credibility theory and its application on arbitrage pricing theory. FUZZ-IEEE (2014)
Hungming Hung, Junzo Watada
Search Result Clustering through Density Analysis Based K-Medoids Method. IIAI-AAI (2014)
Zhenyuan Xu, Junzo Watada, Jiliang Xue
A PSO based NN-SVM for Short-Term Load Forecasting. IDT/IIMSS/STET (2014)
Vyacheslav Kalashnikov, Vladimir A. Bulavsky, Nataliya I. Kalashnykova, Junzo Watada, Diego de Jesus Hernandez-Rodriguez
Mixed Oligopoly: Analysis of Consistent Equilibria. J. Adv. Comput. Intell. Intell. Informatics 18 (6) (2014)
Meng Yuan, Junzo Watada
A minimax model of portfolio optimization using data mining to predict interval return rate. FUZZ-IEEE (2014)
Ikno Kim, Junzo Watada
Consumer and Service Characteristic Segmentations in Services Marketing Using a Biologically Systematic Computational Method. IEEE Syst. J. 8 (4) (2014)
Zhigang Xiong, Junzo Watada, Zhenyuan Xu, Bo Wang, Shing Chiang Tan
An Extended Fuzzy-kNN Approach to Solving Class-imbalanced Problems. IDT/IIMSS/STET (2014)
Wei Quan, Junzo Watada
Clustering and forecasting of Region of Interest by dividing screen into meshes in video frames. SCIS&ISIS (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Junzo Watada