Yoichi Hayashi

101 papers B 13C 3Misc 3Journal 54Unranked 27

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions. Inf. Fusion Luca Longo, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lécué, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith, Simone Stumpf
2024	J	`jnl`	Why Do Tree Ensemble Approximators Not Outperform the Recursive-Rule eXtraction Algorithm? Mach. Learn. Knowl. Extr. Soma Onishi, Masahiro Nishimura, Ryota Fujimura, Yoichi Hayashi
2023	J	`jnl`	Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions. CoRR Luca Longo, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lécué, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith, Simone Stumpf
2021	J	`jnl`	Hardware Implementation of a Takagi-Sugeno Neuro-Fuzzy System Optimized by a Population Algorithm. J. Artif. Intell. Soft Comput. Res. Piotr Dziwiñski, Andrzej Przybyl, Pawel Trippner, Józef Paszkowski, Yoichi Hayashi
2021	J	`jnl`	Performance Analysis of Rough Set-Based Hybrid Classification Systems in the Case of Missing Values. J. Artif. Intell. Soft Comput. Res. Robert K. Nowicki, Robert Seliga, Dariusz Zelasko, Yoichi Hayashi
2020	—	`ch.`	Black Box Nature of Deep Learning for Digital Pathology: Beyond Quantitative to Qualitative Algorithmic Performances. AI and ML for Digital Pathology Yoichi Hayashi
2020	J	`jnl`	Browser Fingerprint Coding Methods Increasing the Effectiveness of User Identification in the Web Traffic. J. Artif. Intell. Soft Comput. Res. Marcin Gabryel, Konrad Grzanek, Yoichi Hayashi
2020	J	`jnl`	Rough Support Vector Machine for Classification with Interval and Incomplete Data. J. Artif. Intell. Soft Comput. Res. Robert K. Nowicki, Konrad Grzanek, Yoichi Hayashi
2020	—	`conf`	Signature Partitioning Using Selected Population-Based Algorithms. ICAISC (1) Marcin Zalasinski, Krzysztof Cpalka, Tacjana Niksa-Rynkiewicz, Yoichi Hayashi
2020	—	`conf`	Visual Hybrid Recommendation Systems Based on the Content-Based Filtering. ICAISC (2) Piotr Woldan, Piotr Duda, Yoichi Hayashi
2019	J	`jnl`	Neural eliminators and classifiers. CoRR Wlodzislaw Duch, Rafal Adamczak, Yoichi Hayashi
2019	J	`jnl`	The Right Direction Needed to Develop White-Box Deep Learning in Radiology, Pathology, and Ophthalmology: A Short Review. Frontiers Robotics AI Yoichi Hayashi
2018	J	`jnl`	A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs. Appl. Comput. Intell. Soft Comput. Guido Bologna, Yoichi Hayashi
2018	J	`jnl`	A Rule Extraction Study from SVM on Sentiment Analysis. Big Data Cogn. Comput. Guido Bologna, Yoichi Hayashi
2018	J	`jnl`	High Accuracy-priority Rule Extraction for Reconciling Accuracy and Interpretability in Credit Scoring. New Gener. Comput. Yoichi Hayashi, Tatsuhiro Oishi
2018	J	`jnl`	Optimality and convergence for convex ensemble learning with sparsity and diversity based on fixed point optimization. Neurocomputing Yoichi Hayashi, Hideaki Iiduka
2018	J	`jnl`	Use of a Deep Belief Network for Small High-Level Abstraction Data Sets Using Artificial Intelligence with Rule Extraction. Neural Comput. Yoichi Hayashi
2017	—	`conf`	A Method for Genetic Selection of the Most Characteristic Descriptors of the Dynamic Signature. ICAISC (1) Marcin Zalasinski, Krzysztof Cpalka, Yoichi Hayashi
2017	J	`jnl`	Characterization of Symbolic Rules Embedded in Deep DIMLP Networks: A Challenge to Transparency of Deep Learning. J. Artif. Intell. Soft Comput. Res. Guido Bologna, Yoichi Hayashi
2017	—	`conf`	Hybrid Initialization in the Process of Evolutionary Learning. ICAISC (1) Krystian Lapa, Krzysztof Cpalka, Yoichi Hayashi
2017	J	`jnl`	Synergy effects between grafting and subdivision in Re-RX with J48graft for the diagnosis of thyroid disease. Knowl. Based Syst. Yoichi Hayashi
2016	—	`conf`	A New Approach to the Dynamic Signature Verification Aimed at Minimizing the Number of Global Features. ICAISC (2) Marcin Zalasinski, Krzysztof Cpalka, Yoichi Hayashi
2016	B	`conf`	A rule extraction study on a neural network trained by deep learning. IJCNN Guido Bologna, Yoichi Hayashi
2016	J	`jnl`	Neural network training and rule extraction with augmented discretized input. Neurocomputing Yoichi Hayashi, Rudy Setiono, Arnulfo P. Azcarraga
2016	—	`conf`	New Approach for Nonlinear Modelling Based on Online Designing of the Fuzzy Rule Base. ICAISC (1) Krystian Lapa, Krzysztof Cpalka, Yoichi Hayashi
2016	J	`jnl`	Recursive-Rule Extraction Algorithm With J48graft And Applications To Generating Credit Scores. J. Artif. Intell. Soft Comput. Res. Yoichi Hayashi, Yuki Tanaka, Tomohiro Takagi, Takamichi Saito, Hideaki Iiduka, Hiroaki Kikuchi, Guido Bologna, Sushmita Mitra
2016	J	`jnl`	SPMoE: a novel subspace-projected mixture of experts model for multi-target regression problems. Soft Comput. Esmaeil Hadavandi, Jamal Shahrabi, Yoichi Hayashi
2015	—	`conf`	Extensions of Hopfield Neural Networks for Solving of Stereo-Matching Problem. ICAISC (1) Lukasz Laskowski, Jerzy Jelonkiewicz, Yoichi Hayashi
2015	Misc	`conf`	New Fast Algorithm for the Dynamic Signature Verification Using Global Features Values. ICAISC Marcin Zalasinski, Krzysztof Cpalka, Yoichi Hayashi
2015	—	`conf`	QSVM: A Support Vector Machine for Rule Extraction. IWANN (2) Guido Bologna, Yoichi Hayashi
2015	C	`conf`	Selective Prediction of Student Emotions based on Unusually Strong EEG Signals. ICCE Judith J. Azcarraga, Nelson Marcos, Arnulfo P. Azcarraga, Yoichi Hayashi
2015	B	`conf`	Strategic approach for Multiple-MLP Ensemble Re-RX algorithm. IJCNN Yoichi Hayashi, Shota Fujisawa
2015	B	`conf`	Three-MLP Ensemble Re-RX algorithm and recent classifiers for credit-risk evaluation. IJCNN Yoichi Hayashi, Yuki Tanaka, Shonosuke Yukita, Satoshi Nakano, Guido Bologna
2015	J	`jnl`	Using Sample Selection to Improve Accuracy and Simplicity of Rules Extracted from Neural Networks for Credit Scoring Applications. Int. J. Comput. Intell. Appl. Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi
2014	—	`conf`	Characteristics and Potential Developments of Multiple-MLP Ensemble Re-RX Algorithm. ICONIP (1) Yoichi Hayashi, Yuki Tanaka, Tomoki Izawa, Shota Fujisawa
2014	C	`conf`	Comparative Study of Accuracies on the Family of the Recursive-Rule Extraction Algorithm. ICANN Yoichi Hayashi, Yuki Tanaka, Shota Fujisawa, Tomoki Izawa
2014	B	`conf`	MofN rule extraction from neural networks trained with augmented discretized input. IJCNN Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi
2014	—	`conf`	New Method for Dynamic Signature Verification Based on Global Features. ICAISC (2) Marcin Zalasinski, Krzysztof Cpalka, Yoichi Hayashi
2013	B	`conf`	A new approach to three ensemble neural network rule extraction using recursive-rule extraction algorithm. IJCNN Yoichi Hayashi, Ryusuke Sato, Sushmita Mitra
2013	—	`conf`	Neural Data Analysis: Ensemble Neural Network Rule Extraction Approach and Its Theoretical and Historical Backgrounds - (Invited Paper). ICAISC (1) Yoichi Hayashi
2013	J	`jnl`	Neural Network Rule Extraction by a New Ensemble Concept and its Theoretical and Historical Background: a Review. Int. J. Comput. Intell. Appl. Yoichi Hayashi
2012	—	`conf`	A New Neural Data Analysis Approach Using Ensemble Neural Network Rule Extraction. ICANN (1) Atsushi Hara, Yoichi Hayashi
2012	B	`conf`	Ensemble neural network rule extraction using Re-RX algorithm. IJCNN Atsushi Hara, Yoichi Hayashi
2012	—	`conf`	On the Strong Convergence of the Orthogonal Series-Type Kernel Regression Neural Networks in a Non-stationary Environment. ICAISC (1) Piotr Duda, Yoichi Hayashi, Maciej Jaworski
2012	—	`conf`	Strong Convergence of the Recursive Parzen-Type Probabilistic Neural Network Handling Nonstationary Noise. ICAISC (1) Lena Pietruczuk, Yoichi Hayashi
2011	J	`jnl`	Genetic Networks and Soft Computing. IEEE ACM Trans. Comput. Biol. Bioinform. Sushmita Mitra, Ranajit Das, Yoichi Hayashi
2011	—	`conf`	On General Regression Neural Network in a Nonstationary Environment. PPAM (1) Yoichi Hayashi, Lena Pietruczuk
2011	—	`conf`	On the Application of the Parzen-Type Kernel Probabilistic Neural Network and Recursive Least Squares Method for Learning in a Time-Varying Environment. PPAM (1) Maciej Jaworski, Yoichi Hayashi
2011	—	`conf`	On the Weak Convergence of the Recursive Orthogonal Series-Type Kernel Probabilistic Neural Networks in a Time-Varying Environment. PPAM (1) Piotr Duda, Yoichi Hayashi
2010	J	`jnl`	Understanding consumer heterogeneity: A business intelligence application of neural networks. Knowl. Based Syst. Yoichi Hayashi, Ming-Huei Hsieh, Rudy Setiono
2009	J	`jnl`	Predicting consumer preference for fast-food franchises: a data mining approach. J. Oper. Res. Soc. Yoichi Hayashi, Ming-Huei Hsieh, Rudy Setiono
2008	J	`jnl`	Greedy rule generation from discrete data and its use in neural network rule extraction. Neural Networks Koichi Odajima, Yoichi Hayashi, Gong Tianxia, Rudy Setiono
2007	B	`conf`	Web-Based Decision Support in Selecting Patients with Parkinson's Disease for Deep Brain Stimulation. CBMS Marcus Vitek, Michaela Pinter, Andrea Rappelsberger, Yoichi Hayashi, Klaus-Peter Adlassnig
2006	J	`jnl`	Bioinformatics with soft computing. IEEE Trans. Syst. Man Cybern. Syst. Sushmita Mitra, Yoichi Hayashi
2006	B	`conf`	Greedy rule generation from discrete data and its use in neural network rule extraction. IJCNN Koichi Odajima, Yoichi Hayashi, Rudy Setiono
2005	—	`conf`	Embedded Knowledge-Based Diagnostic Intelligence to Interpret Hepatitis Serology Test Results. CIMCA/IAWTIC Klaus-Peter Adlassnig, Wolfgang Horak, Andrea Rappelsberger, Yoichi Hayashi
2005	—	`conf`	ICU-Based Monitoring of Nosocomial Infections. CIMCA/IAWTIC Klaus-Peter Adlassnig, Alexander Blacky, Walter Koller, Yoichi Hayashi
2004	J	`jnl`	Knowledge acquisition in the fuzzy knowledge representation framework of a medical consultation system. Artif. Intell. Medicine Karl Boegl, Klaus-Peter Adlassnig, Yoichi Hayashi, Thomas E. Rothenfluh, Harald Leitich
2003	Misc	`conf`	On Designing of Neuro-Fuzzy Systems. PPAM Robert Nowicki, Agata Pokropinska, Yoichi Hayashi
2002	J	`jnl`	Combining neural network predictions for medical diagnosis. Comput. Biol. Medicine Yoichi Hayashi, Rudy Setiono
2002	J	`jnl`	Linear systems of first order ordinary differential equations: fuzzy initial conditions. Soft Comput. James J. Buckley, Thomas Feuring, Yoichi Hayashi
2002	J	`jnl`	Solving fuzzy equations using evolutionary algorithms and neural nets. Soft Comput. James J. Buckley, Thomas Feuring, Yoichi Hayashi
2002	J	`jnl`	Solving fuzzy problems in operations research: inventory control. Soft Comput. James J. Buckley, Thomas Feuring, Yoichi Hayashi
2001	J	`jnl`	Fuzzy Difference Equations: The Initial Value Problem. J. Adv. Comput. Intell. Intell. Informatics James J. Buckley, Thomas Feuring, Yoichi Hayashi
2001	J	`jnl`	Fuzzy Queueing Theory Revisited. Int. J. Uncertain. Fuzziness Knowl. Based Syst. James J. Buckley, Thomas Feuring, Yoichi Hayashi
2001	J	`jnl`	Fuzzy hierarchical analysis revisited. Eur. J. Oper. Res. James J. Buckley, Thomas Feuring, Yoichi Hayashi
2001	J	`jnl`	Intelligent Consultant. J. Adv. Comput. Intell. Intell. Informatics James J. Buckley, Thomas Feuring, Yoichi Hayashi
2001	J	`jnl`	Multi-objective Fully Fuzzified Linear Programming. Int. J. Uncertain. Fuzziness Knowl. Based Syst. James J. Buckley, Thomas Feuring, Yoichi Hayashi
2001	Misc	`conf`	Parallel Processing by Implication-Based Neuro-Fuzzy Systems. PPAM Danuta Rutkowska, Robert Nowicki, Yoichi Hayashi
2000	J	`jnl`	A comparison between two neural network rule extraction techniques for the diagnosis of hepatobiliary disorders. Artif. Intell. Medicine Yoichi Hayashi, Rudy Setiono, Katsumi Yoshida
2000	B	`conf`	Fuzzy integral equations. FUZZ-IEEE James J. Buckley, Thomas Feuring, Yoichi Hayashi
2000	J	`jnl`	Learning M-of-N Concepts for Medical Diagnosis Using Neural Networks. J. Adv. Comput. Intell. Intell. Informatics Yoichi Hayashi, Rudy Setiono, Katsumi Yoshida
2000	J	`jnl`	Neuro-fuzzy rule generation: survey in soft computing framework. IEEE Trans. Neural Networks Learn. Syst. Sushmita Mitra, Yoichi Hayashi
2000	B	`conf`	Solving fuzzy problems in operations research: inventory control. FUZZ-IEEE James J. Buckley, Thomas Feuring, Yoichi Hayashi
1999	J	`jnl`	A Classifier Based on Neuro-Fuzzy Inference System Ernest. J. Adv. Comput. Intell. Intell. Informatics Ernest Czogala, Jacek M. Leski, Yoichi Hayashi
1999	J	`jnl`	Can neural nets be universal approximators for fuzzy functions? Fuzzy Sets Syst. James J. Buckley, Yoichi Hayashi
1999	J	`jnl`	Editorial: Professor Ernest Czogala Memorial Issue Part 1. J. Adv. Comput. Intell. Intell. Informatics Yoichi Hayashi
1999	J	`jnl`	Editorial: Professor Ernest Czogala Memorial Issue Part 2. J. Adv. Comput. Intell. Intell. Informatics Yoichi Hayashi
1999	J	`jnl`	Fuzzy Geometry Database. J. Adv. Comput. Intell. Intell. Informatics James J. Buckley, Thomas Feuring, Yoichi Hayashi
1999	B	`conf`	Fuzzy neural nets can solve the overfitting problem. IJCNN Thomas Feuring, James J. Buckley, Yoichi Hayashi
1999	J	`jnl`	Multivariate Non-Linear Fuzzy Regression: An Evolutionary Algorithm Approach. Int. J. Uncertain. Fuzziness Knowl. Based Syst. James J. Buckley, Thomas Feuring, Yoichi Hayashi
1999	J	`jnl`	Neural net solutions to fuzzy linear programming. Fuzzy Sets Syst. James J. Buckley, Thomas Feuring, Yoichi Hayashi
1999	B	`conf`	Neural nets, fuzzy and crisp, in the design of an artificial agent. IJCNN James J. Buckley, Thomas Feuring, Yoichi Hayashi
1999	J	`jnl`	Neuro-Fuzzy Systems Approaches. J. Adv. Comput. Intell. Intell. Informatics Danuta Rutkowska, Yoichi Hayashi
1999	J	`jnl`	Solving Fuzzy Problems in Operations Research. J. Adv. Comput. Intell. Intell. Informatics James J. Buckley, Thomas Feuring, Yoichi Hayashi
1998	—	`conf`	Adjusting fuzzy weights in fuzzy neural nets. KES (2) Thomas Feuring, James J. Buckley, Yoichi Hayashi
1998	J	`jnl`	Applications of fuzzy chaos to fuzzy simulation. Fuzzy Sets Syst. James J. Buckley, Yoichi Hayashi
1998	B	`conf`	SUM-PI Network: A New Multilayered Feed-Forward Network. ICONIP Nikhil R. Pal, Kallol Banerjee, Yoichi Hayashi
1998	—	`conf`	Verbal controlling. KES (2) Thomas Feuring, James J. Buckley, Yoichi Hayashi
1997	—	`conf`	Neural net approximations to solutions of systems of fuzzy linear equations. ICNN James J. Buckley, Yoichi Hayashi
1997	—	`conf`	Neural nets can be universal approximators for fuzzy functions. ICNN James J. Buckley, Yoichi Hayashi
1997	J	`jnl`	Solving fuzzy equations using neural nets. Fuzzy Sets Syst. James J. Buckley, Esfandiar Eslami, Yoichi Hayashi
1995	—	`conf`	Implementation of fuzzy max-min neural controller. ICNN Yoichi Hayashi, James J. Buckley
1994	J	`jnl`	Approximations between fuzzy expert systems and neural networks. Int. J. Approx. Reason. Yoichi Hayashi, James J. Buckley
1993	J	`jnl`	Fuzzy neural network with fuzzy signals and weights. Int. J. Intell. Syst. Yoichi Hayashi, James J. Buckley, Ernest Czogala
1992	J	`jnl`	A structural analysis of database management system technology with some Japanese experience. Inf. Manag. Yoichi Hayashi, Hideto Ikeda
1990	—	`conf`	A Neural Expert System with Automated Extraction of Fuzzy If-Then Rules. NIPS Yoichi Hayashi
1990	C	`conf`	A Neural Network Expert System with Confidence Measurements. IPMU Stephen I. Gallant, Yoichi Hayashi
1989	J	`jnl`	A Combination of Strategies for Parsing Grammatical Agreement in Hindi. Int. J. Pattern Recognit. Artif. Intell. Pradip Dey, Yoichi Hayashi, Edwin L. Battistella
1988	—	`conf`	A flexible interactive control structure for rule-based systems. ACM Conference on Computer Science S. Srinivasan, Pradip Dey, Yoichi Hayashi
1988	—	`conf`	A parallel algorithm for multi-dimensional fuzzy reasoning - toward a parallel fuzzy production system. ACM Conference on Computer Science Yoichi Hayashi, Masato Nakai, Pradip Dey