Yoichi Hayashi
Orcid: 0000-0002-8359-374X
According to our database1,
Yoichi Hayashi
authored at least 97 papers
between 1988 and 2023.
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Bibliography
2023
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions.
CoRR, 2023
2021
Performance Analysis of Rough Set-Based Hybrid Classification Systems in the Case of Missing Values.
J. Artif. Intell. Soft Comput. Res., 2021
Hardware Implementation of a Takagi-Sugeno Neuro-Fuzzy System Optimized by a Population Algorithm.
J. Artif. Intell. Soft Comput. Res., 2021
2020
Black Box Nature of Deep Learning for Digital Pathology: Beyond Quantitative to Qualitative Algorithmic Performances.
AI and ML for Digital Pathology, 2020
J. Artif. Intell. Soft Comput. Res., 2020
Browser Fingerprint Coding Methods Increasing the Effectiveness of User Identification in the Web Traffic.
J. Artif. Intell. Soft Comput. Res., 2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
2019
The Right Direction Needed to Develop White-Box Deep Learning in Radiology, Pathology, and Ophthalmology: A Short Review.
Frontiers Robotics AI, 2019
2018
High Accuracy-priority Rule Extraction for Reconciling Accuracy and Interpretability in Credit Scoring.
New Gener. Comput., 2018
Use of a Deep Belief Network for Small High-Level Abstraction Data Sets Using Artificial Intelligence with Rule Extraction.
Neural Comput., 2018
Optimality and convergence for convex ensemble learning with sparsity and diversity based on fixed point optimization.
Neurocomputing, 2018
A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs.
Appl. Comput. Intell. Soft Comput., 2018
2017
Synergy effects between grafting and subdivision in Re-RX with J48graft for the diagnosis of thyroid disease.
Knowl. Based Syst., 2017
Characterization of Symbolic Rules Embedded in Deep DIMLP Networks: A Challenge to Transparency of Deep Learning.
J. Artif. Intell. Soft Comput. Res., 2017
A Method for Genetic Selection of the Most Characteristic Descriptors of the Dynamic Signature.
Proceedings of the Artificial Intelligence and Soft Computing, 2017
Proceedings of the Artificial Intelligence and Soft Computing, 2017
2016
SPMoE: a novel subspace-projected mixture of experts model for multi-target regression problems.
Soft Comput., 2016
Recursive-Rule Extraction Algorithm With J48graft And Applications To Generating Credit Scores.
J. Artif. Intell. Soft Comput. Res., 2016
Neurocomputing, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
A New Approach to the Dynamic Signature Verification Aimed at Minimizing the Number of Global Features.
Proceedings of the Artificial Intelligence and Soft Computing, 2016
New Approach for Nonlinear Modelling Based on Online Designing of the Fuzzy Rule Base.
Proceedings of the Artificial Intelligence and Soft Computing, 2016
2015
Using Sample Selection to Improve Accuracy and Simplicity of Rules Extracted from Neural Networks for Credit Scoring Applications.
Int. J. Comput. Intell. Appl., 2015
Proceedings of the Advances in Computational Intelligence, 2015
Three-MLP Ensemble Re-RX algorithm and recent classifiers for credit-risk evaluation.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
New Fast Algorithm for the Dynamic Signature Verification Using Global Features Values.
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Comparative Study of Accuracies on the Family of the Recursive-Rule Extraction Algorithm.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
Proceedings of the Artificial Intelligence and Soft Computing, 2014
2013
Neural Network Rule Extraction by a New Ensemble Concept and its Theoretical and Historical Background: a Review.
Int. J. Comput. Intell. Appl., 2013
A new approach to three ensemble neural network rule extraction using recursive-rule extraction algorithm.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Neural Data Analysis: Ensemble Neural Network Rule Extraction Approach and Its Theoretical and Historical Backgrounds - (Invited Paper).
Proceedings of the Artificial Intelligence and Soft Computing, 2013
2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Strong Convergence of the Recursive Parzen-Type Probabilistic Neural Network Handling Nonstationary Noise.
Proceedings of the Artificial Intelligence and Soft Computing, 2012
On the Strong Convergence of the Orthogonal Series-Type Kernel Regression Neural Networks in a Non-stationary Environment.
Proceedings of the Artificial Intelligence and Soft Computing, 2012
2011
On the Application of the Parzen-Type Kernel Probabilistic Neural Network and Recursive Least Squares Method for Learning in a Time-Varying Environment.
Proceedings of the Parallel Processing and Applied Mathematics, 2011
Proceedings of the Parallel Processing and Applied Mathematics, 2011
On the Weak Convergence of the Recursive Orthogonal Series-Type Kernel Probabilistic Neural Networks in a Time-Varying Environment.
Proceedings of the Parallel Processing and Applied Mathematics, 2011
2010
Understanding consumer heterogeneity: A business intelligence application of neural networks.
Knowl. Based Syst., 2010
2009
J. Oper. Res. Soc., 2009
2008
Greedy rule generation from discrete data and its use in neural network rule extraction.
Neural Networks, 2008
2007
Web-Based Decision Support in Selecting Patients with Parkinson's Disease for Deep Brain Stimulation.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007
2006
Greedy rule generation from discrete data and its use in neural network rule extraction.
Proceedings of the International Joint Conference on Neural Networks, 2006
2005
Embedded Knowledge-Based Diagnostic Intelligence to Interpret Hepatitis Serology Test Results.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005
2004
Knowledge acquisition in the fuzzy knowledge representation framework of a medical consultation system.
Artif. Intell. Medicine, 2004
2003
Proceedings of the Parallel Processing and Applied Mathematics, 2003
2002
Linear systems of first order ordinary differential equations: fuzzy initial conditions.
Soft Comput., 2002
Soft Comput., 2002
Comput. Biol. Medicine, 2002
2001
J. Adv. Comput. Intell. Intell. Informatics, 2001
Multi-objective Fully Fuzzified Linear Programming.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2001
Fuzzy Queueing Theory Revisited.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2001
Proceedings of the Parallel Processing and Applied Mathematics, 2001
2000
IEEE Trans. Neural Networks Learn. Syst., 2000
J. Adv. Comput. Intell. Intell. Informatics, 2000
A comparison between two neural network rule extraction techniques for the diagnosis of hepatobiliary disorders.
Artif. Intell. Medicine, 2000
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000
1999
J. Adv. Comput. Intell. Intell. Informatics, 1999
J. Adv. Comput. Intell. Intell. Informatics, 1999
J. Adv. Comput. Intell. Intell. Informatics, 1999
J. Adv. Comput. Intell. Intell. Informatics, 1999
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1999
Fuzzy Sets Syst., 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
1998
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998
SUM-PI Network: A New Multilayered Feed-Forward Network.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
1994
Int. J. Approx. Reason., 1994
1993
1992
A structural analysis of database management system technology with some Japanese experience.
Inf. Manag., 1992
1990
Proceedings of the Advances in Neural Information Processing Systems 3, 1990
Proceedings of the Uncertainty in Knowledge Bases, 1990
1989
Int. J. Pattern Recognit. Artif. Intell., 1989
1988
Proceedings of the Sixteenth ACM Annual Conference on Computer Science, 1988
A parallel algorithm for multi-dimensional fuzzy reasoning - toward a parallel fuzzy production system.
Proceedings of the Sixteenth ACM Annual Conference on Computer Science, 1988