Katsuhiro Honda

Orcid: 0000-0001-9080-5942

According to our database1, Katsuhiro Honda authored at least 212 papers between 2000 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
A comparative study on effects of some exclusive conditions in fuzzy co-clustering for collaborative filtering.
J. Ambient Intell. Humaniz. Comput., 2023

Predicting Stock Price Fluctuations Considering the Sunny Effect.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2023

A Federated Learning Model for Linear Fuzzy Clustering with Least Square Criterion.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2023

Handling of Component-Wise Noise in ANFIS Induced by Ellipsoidal Fuzzy Clustering.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

FCM-Induced Switching Fuzzy Factorization Machine for Collaborative Filtering.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022
Adaptive Online Rough C-Means Clustering and Its Application to Collaborative Filtering.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Basic Consideration of Collaborative Filtering Based on Rough Co-clustering Induced by Multinomial Mixture Models.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

Fuzzy c-Lines for Vertically Distributed Database with Missing Values.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

Handling of Missing Values in FCM Clustering-based ANFIS with Partial Distance Strategy.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022

A Comparative Study on Utilization of Semantic Information in Fuzzy Co-clustering.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2022

Noise Fuzzy Clustering-Based Robust Non-negative Matrix Factorization with I-divergence Criterion.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2022

A Noise Clustering-induced Robust Adaptive Network-based Fuzzy Inference System for Classification.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Three-Mode Fuzzy Co-Clustering Based on Probabilistic Concept and Comparison with FCM-Type Algorithms.
J. Adv. Comput. Intell. Intell. Informatics, 2021

Objective function-based rough membership C-means clustering.
Inf. Sci., 2021

Fuzzy-Possibilistic Clustering for Categorical Multivariate Data.
Proceedings of the 60th Annual Conference of the Society of Instrument and Control Engineers of Japan, 2021

Fuzzy <i>c</i>-Varieties Clustering for Vertically Distributed Datasets.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

2020
Noise Rejection Approaches for Various Rough Set-Based <i>C</i>-Means Clustering.
J. Adv. Comput. Intell. Intell. Informatics, 2020

Visualization of Potential Technical Solutions by SOM and Co-Clustering and its Extension to Multi-View Situation.
J. Adv. Comput. Intell. Intell. Informatics, 2020

A Heuristic-Based Model for MMMs-Induced Fuzzy Co-Clustering with Dual Exclusive Partition.
J. Adv. Comput. Intell. Intell. Informatics, 2020

Online state space generation by a growing self-organizing map and differential learning for reinforcement learning.
Appl. Soft Comput., 2020

Basic Consideration of Collaborative Filtering Based on Rough C-Means Clustering.
Proceedings of the Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems, 2020

Basic Consideration of Rough C-Medoids Clustering with Minkowski Distance.
Proceedings of the Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems, 2020

Randomness Selection in Differential Evolution Using Thompson Sampling.
Proceedings of the Joint 11th International Conference on Soft Computing and Intelligent Systems and 21st International Symposium on Advanced Intelligent Systems, 2020

Basic Consideration of Co-Clustering Based on Rough Set Theory.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2020

SOM-Based Visualization of Potential Technical Solutions with Fuzzy Bag-of-Words Utilizing Multi-view Information.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2020

A Noise Rejection Mechanism for pLSA-induced Fuzzy Co-clustering.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Proposal of Adaptive Randomness in Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

A Comparative Study on Three-mode Fuzzy Co-clustering Based on Co-occurrence Aggregation Criteria.
Proceedings of the International Symposium on Community-centric Systems, 2020

2019
Designation of Candidate Solutions in Differential Evolution Based on Bandit Algorithm and its Evaluation.
J. Adv. Comput. Intell. Intell. Informatics, 2019

A Comparative Study on SOM-Based Visualization of Potential Technical Solutions Using Fuzzy Bag-of-Words and Co-occurrence Probability of Technical Words.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2019

Fuzzy Co-clustering for Categorization of Subjects in Questionnaire Considering Responsibility of Each Question.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2019

A Comparative Study on Questionnaire Design for Categorization Based on Fuzzy Co-clustering Concept and Multi-view Possibilistic Partition.
Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2019

Effects of Semi-supervised Learning on Rough Membership C- Means Clustering.
Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2019

Fuzzy c-Regression Models with Cluster Characteristics Clarification.
Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2019

Comparison of Gradient Descent Methods in Online Fuzzy Co-clustering.
Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2019

Robust Non-negative Matrix Factorization Based on Noise Fuzzy Clustering Mechanism.
Proceedings of the AICCC 2019: 2nd Artificial Intelligence and Cloud Computing Conference, 2019

2018
Solving data preprocessing problems in existing location-aware systems.
J. Ambient Intell. Humaniz. Comput., 2018

Characteristics of Rough Set <i>C</i>-Means Clustering.
J. Adv. Comput. Intell. Intell. Informatics, 2018

Rough Set-Based Clustering Utilizing Probabilistic Memberships.
J. Adv. Comput. Intell. Intell. Informatics, 2018

MMMs-Induced Possibilistic Fuzzy Co-Clustering and its Characteristics.
J. Adv. Comput. Intell. Intell. Informatics, 2018

Visual Co-Cluster Assessment with Intuitive Cluster Validation Through Cooccurrence-Sensitive Ordering.
J. Adv. Comput. Intell. Intell. Informatics, 2018

Deterministic annealing process for pLSA-induced fuzzy co-clustering and cluster splitting characteristics.
Int. J. Approx. Reason., 2018

Optimization of Learning Cycles in Online Reinforcement Learning Systems.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Automatic Estimation of Cluster Number in Fuzzy Co-Clustering Based on Competition and Elimination of Clusters.
Proceedings of the 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems (SCIS) and 19th International Symposium on Advanced Intelligent Systems (ISIS), 2018

Visualization of Potential Technical Solutions by Self-Organizing Maps and Co-Cluster Extraction.
Proceedings of the 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems (SCIS) and 19th International Symposium on Advanced Intelligent Systems (ISIS), 2018

Privacy Preserving Collaborative Fuzzy Co-clustering of Three-Mode Cooccurrence Data.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2018

Effects of Semi-supervised Learning on Rough Set-Based C-Means Clustering.
Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2018

Basic Consideration of Online and Mini-Batch Algorithms for MMMs-induced Fuzzy Co-clustering.
Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2018

Setting of Candidate Solutions Considering Confidence Intervals in Differential Evolution.
Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2018

2017
Noise Rejection in MMMs-Induced Fuzzy Co-Clustering.
J. Adv. Comput. Intell. Intell. Informatics, 2017

FCM-Type Fuzzy Coclustering for Three-Mode Cooccurrence Data: 3FCCM and 3Fuzzy CoDoK.
Adv. Fuzzy Syst., 2017

Possibilistic co-clustering based on extension of noise rejection scheme in FCCMM.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

A novel approach to noise clustering in multivariate fuzzy c-Means.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Visual assessment of co-cluster structure through cooccurrence-sensitive ordering.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Noise rejection schemes for FCM-type co-clustering based on uniform noise distribution.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A fuzzy co-clustering model for three-modes relational cooccurrence data.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Fuzzy Clustering/Co-clustering and Probabilistic Mixture Models-Induced Algorithms.
Proceedings of the Fuzzy Sets, Rough Sets, Multisets and Clustering, 2017

2016
Visualization of Learning Process in "State and Action" Space Using Self-Organizing Maps.
J. Adv. Comput. Intell. Intell. Informatics, 2016

A Semi-Supervised Framework for MMMs-Induced Fuzzy Co-Clustering with Virtual Samples.
Adv. Fuzzy Syst., 2016

The Rough Set k-Means Clustering.
Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

Application of the UCT Algorithm for Noisy Optimization Problems.
Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

A Study on Recommendation Ability in Collaborative Filtering by Fuzzy Co-Clustering with Exclusive Item Partition.
Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

A Noise Fuzzy Co-Clustering Scheme in MMMs-Induced Clustering.
Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

Cluster Validation in Multinomial Mixtures-Induced Fuzzy Co-Clustering.
Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

The Rough Membership k-Means Clustering.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2016

Exclusive Item Partition with Fuzziness Tuning in MMMs-Induced Fuzzy Co-clustering.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2016

Fuzzy Co-Clustering and Application to Collaborative Filtering.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2016

Fuzzy DA Clustering-Based Improvement of Probabilistic Latent Semantic Analysis.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2016

MMMs-induced k-member co-clustering for k-anonymization of cooccurrence information.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A fuzzy co-clustering interpretation of probabilistic latent semantic analysis.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
Fuzzy Co-Clustering Induced by Multinomial Mixture Models.
J. Adv. Comput. Intell. Intell. Informatics, 2015

Partially Exclusive Item Partition in MMMs-Induced Fuzzy Co-Clustering and its Effects in Collaborative Filtering.
J. Adv. Comput. Intell. Intell. Informatics, 2015

A Collaborative Framework for Privacy Preserving Fuzzy Co-Clustering of Vertically Distributed Cooccurrence Matrices.
Adv. Fuzzy Syst., 2015

A study on fuzzy co-clustering with partial supervision and virtual samples.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015

Fuzzy co-clustering considering site-wise confidence of vertically partitioned cooccurrence data.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015

A study on fuzzy clustering-based k-anonymization for privacy preserving crowd movement analysis with face recognition.
Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

An Ensemble Learning Approach Based on Missing-Valued Tables.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

An Ensemble Learning Approach Based on Rough Set Preserving the Qualities of Approximations.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2015

A Deterministic Clustering Framework in MMMs-Induced Fuzzy Co-clustering.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2015

FCM-Type Co-clustering Transfer Reinforcement Learning for Non-Markov Processes.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2015

Proposal of Grid Area Search with UCB for Discrete Optimization Problem.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2015

MMMs-Induced Fuzzy Co-clustering with Exclusive Partition Penalty on Selected Items.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2015

Performance Investigation of UCB Policy in Q-learning.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2014
Xie-Beni-Type Fuzzy Cluster Validation in Fuzzy Co-clustering of Documents and Keywords.
Proceedings of the Soft Computing in Artificial Intelligence, 2014

Fuzzy c-Regression Models Based on Optimal Scaling of Categorical Observation with Tolerance.
Proceedings of the Soft Computing in Artificial Intelligence, 2014

Handling Very Large Cooccurrence Matrices in Fuzzy Co-clustering by Sampling Approaches.
Proceedings of the Soft Computing in Artificial Intelligence, 2014

Improvement of PCA-Based Approximate Nearest Neighbor Search Using Distance Statistics.
J. Adv. Comput. Intell. Intell. Informatics, 2014

Performance Comparison of Collaborative Filtering with k-Anonymized Data by Fuzzy k-Member Clustering.
J. Adv. Comput. Intell. Intell. Informatics, 2014

Utility of Turning Spot Learning under complex goal search and the limit of memory usage.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Privacy preserving fuzzy co-clustering with distributed cooccurrence matrices.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

A comparative study on clustering-based group scenario summarization in AHP.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Discounted UCB1-tuned for Q-learning.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Alternative fuzzy c-regression models with tolerance.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Exclusive condition on item partition in fuzzy co-clustering based on K-L information regularization.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Epidemie process simulator by multi agent simulation considering urban models.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Application of xie-beni-type validity index to fuzzy co-clustering models based on cluster aggregation and pseudo-cluster-center estimation.
Proceedings of the 14th International Conference on Intelligent Systems Design and Applications, 2014

Item membership fuzzification in fuzzy co-clustering based on multinomial mixture concept.
Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014

Incremental algorithms for fuzzy co-clustering of very large cooccurrence matrix.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

FCM-type fuzzy co-clustering by K-L information regularization.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Fuzzy co-clustering of vertically partitioned cooccurrence data with privacy consideration.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
Visualization of Non-Euclidean Relational Data by Robust Linear Fuzzy Clustering Based on FCMdd Framework.
J. Adv. Comput. Intell. Intell. Informatics, 2013

Introduction of Majority Vote of Neighborhood Conditions for Sneak form Reinforcement Learning.
Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

Dual Exclusive Partition in Fuzzy CoDoK and SCAD-based Fuzzy Co-clustering.
Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

Intergration of Information based on the Similarity in AHP.
Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

A Greedy Algorithm for k-Member Co-clustering and its Applicability to Collaborative Filtering.
Proceedings of the 17th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2013

Applicability of ICA-Based Dimension Reduction in Fuzzy c-Means-Based Classifier.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Intrinsic scenario estimation by noise fuzzy clustering in group decision making.
Proceedings of the FUZZ-IEEE 2013, 2013

A cluster validity index for FCM-type co-clustering.
Proceedings of the FUZZ-IEEE 2013, 2013

A study on applicability of fuzzy k-member clustering to privacy preserving pattern recognition.
Proceedings of the FUZZ-IEEE 2013, 2013

Fuzzy c-Regression Models with direction-dependent uncertainty and its application to residential solar electric power analysis.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
Automatic Adaptive Space Segmentation for Reinforcement Learning.
Int. J. Fuzzy Log. Intell. Syst., 2012

Information compression effect based on PCA for reinforcement learning agents' communication.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Cluster validation in k-Means clustering of mixed databases based on principal component analysis.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Robust local subspace learning by linear fuzzy clustering with Alternative c-Means criterion.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

FCM-type co-clustering of categorical multivariate data with exclusive partition.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Mixed usage of MATLAB and visual C for improving classification time and training time of FCM classifier.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Comparison on membership functions in fuzzy k-member clustering for data anonymization.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

PCA-Tree NNS with two approximation methods and annulus bound method.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Template-based fuzzy clustering with cluster-wise coordinate transformation.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

FCM-type co-clustering with exclusive partition of selected items and application to collaborative filtering.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Reinforcement learning with particles for instant optimality.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

A Study on Privacy Preserving Collaborative Filtering with Data Anonymization by Clustering.
Proceedings of the Intelligent Interactive Multimedia: Systems and Services, 2012

Application of cluster validity criteria to Rock-Paper-Scissors game judgment.
Proceedings of the FUZZ-IEEE 2012, 2012

Improvement by sorting and thresholding in PCA based nearest neighbor search.
Proceedings of the FUZZ-IEEE 2012, 2012

Alternative fuzzy c-lines and comparison with noise clustering in cluster validation.
Proceedings of the FUZZ-IEEE 2012, 2012

A fuzzy variant of k-member clustering for collaborative filtering with data anonymization.
Proceedings of the FUZZ-IEEE 2012, 2012

Group decision support by interval AHP with uncertainty-based hierarchical clustering.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Non-Euclidean Extension of FCMdd-Based Linear Clustering for Relational Data.
J. Adv. Comput. Intell. Intell. Informatics, 2011

Variable Weighting in PCA-Guided k-Means and its Connection with Information Summarization.
J. Adv. Comput. Intell. Intell. Informatics, 2011

Alternative fuzzy c-lines and local principal component extraction.
Int. J. Knowl. Eng. Soft Data Paradigms, 2011

Fuzzy Cluster Validation Based on Fuzzy PCA-Guided Procedure.
Int. J. Fuzzy Syst. Appl., 2011

A Comparative Study on TIBA Imputation Methods in FCMdd-Based Linear Clustering with Relational Data.
Adv. Fuzzy Syst., 2011

Robust FCMdd-based Linear Clustering for Relational Data with Alternative c-Means Criterion.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

Improvement of Particle Filter for Reinforcement Learning.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

Simple Reinforcement Learning for Small-Memory Agent.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

Hybrid objective function of Fuzzy c-Varieties and cross-shape fuzzy cluster extraction.
Proceedings of the FUZZ-IEEE 2011, 2011

FCMdd-type linear fuzzy clustering for incomplete non-Euclidean relational data.
Proceedings of the FUZZ-IEEE 2011, 2011

Influence of the space segmentation and its adaptive automation for reinforcement learning.
Proceedings of the FUZZ-IEEE 2011, 2011

Proposed particle-filtering method for reinforcement learning.
Proceedings of the FUZZ-IEEE 2011, 2011

Ellipse detection with hard c-regression models and random initializations.
Proceedings of the FUZZ-IEEE 2011, 2011

Comparison of scaling behavior between fuzzy c-means based classifier with many parameters and LibSVM.
Proceedings of the FUZZ-IEEE 2011, 2011

PCA-guided k-Means clustering with incomplete data.
Proceedings of the FUZZ-IEEE 2011, 2011

Partially exclusive condition for sequential fuzzy co-cluster extraction.
Proceedings of the FUZZ-IEEE 2011, 2011

A study on regularization effects of fuzzified memberships in FCM clustering.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
Fuzzy PCA-Guided Robust k -Means Clustering.
IEEE Trans. Fuzzy Syst., 2010

Collaborative filtering by sequential user-item co-cluster extraction from rectangular relational data.
Int. J. Knowl. Eng. Soft Data Paradigms, 2010

Local subspace learning by extended fuzzy c-medoids clustering.
Int. J. Knowl. Eng. Soft Data Paradigms, 2010

Fuzzy and Semi-hard <i>c</i>-Means Clustering with Application to Classifier Design.
Proceedings of the Integrated Uncertainty Management and Applications [revised papers from the International Symposium on Integrated Uncertainty Management and Applications, 2010

Semi-hard c-means clustering with application to classifier design.
Proceedings of the FUZZ-IEEE 2010, 2010

Improvement in the performance of camera based vehicle detector for parking lot.
Proceedings of the FUZZ-IEEE 2010, 2010

PCA-guided fuzzy cluster validation with noise rejection.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Visualization of balancing systems based on naïve psychological approaches.
AI Soc., 2009

PCA-Guided <i>k</i>-Means with Variable Weighting and Its Application to Document Clustering.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2009

A fuzzy model-based community simulator for behavior analysis in virtual theme park.
Proceedings of the FUZZ-IEEE 2009, 2009

Conceptual graph generation from text documents based on perceptual balance.
Proceedings of the FUZZ-IEEE 2009, 2009

Benchmarking parameterized fuzzy c-Means classifier.
Proceedings of the FUZZ-IEEE 2009, 2009

Cluster validation in k-Means clustering based on PCA-guided k-Means and procrustean transformation of PC scores.
Proceedings of the FUZZ-IEEE 2009, 2009

Vacant parking space detector for outdoor parking lot by using surveillance camera and FCM classifier.
Proceedings of the FUZZ-IEEE 2009, 2009

Triplet of FCM classifiers.
Proceedings of the FUZZ-IEEE 2009, 2009

A comparative study on cluster validity criteria in linear fuzzy clustering and pareto optimality analysis.
Proceedings of the FUZZ-IEEE 2009, 2009

Collaborative filtering by sequential extraction of user-item clusters based on structural balancing approach.
Proceedings of the FUZZ-IEEE 2009, 2009

Cluster validation in linear fuzzy clustering of relational data from multi-cluster principal coordinate analysis view point.
Proceedings of the FUZZ-IEEE 2009, 2009

Efficiency measurement for agent simulation based on DEA with imprecise data.
Proceedings of the FUZZ-IEEE 2009, 2009

2008
State and action space segmentation algorithm in Q-learning.
Proceedings of the International Joint Conference on Neural Networks, 2008

A new approach to robust k-Means clustering based on fuzzy principal component analysis.
Proceedings of the International Joint Conference on Neural Networks, 2008

A Perceptual Approach to User Clustering in Collaborative Filtering.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Fuzzy c-means classifier with particle swarm optimization.
Proceedings of the FUZZ-IEEE 2008, 2008

FCM classifier for high-dimensional data.
Proceedings of the FUZZ-IEEE 2008, 2008

Classifier of BOLD signals from active and inactive brain states using FCM clustering and evolutionary algorithms.
Proceedings of the FUZZ-IEEE 2008, 2008

FCM-type switching regression with alternating least squares method.
Proceedings of the FUZZ-IEEE 2008, 2008

Linear fuzzy clustering of relational data based on extended Fuzzy c-Medoids.
Proceedings of the FUZZ-IEEE 2008, 2008

Agent-based social simulation based on cognitive economic efficiency.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Algorithms for Fuzzy Clustering - Methods in c-Means Clustering with Applications
Studies in Fuzziness and Soft Computing 229, Springer, ISBN: 978-3-540-78736-5, 2008

2007
Linear Fuzzy Clustering With Selection of Variables Using Graded Possibilistic Approach.
IEEE Trans. Fuzzy Syst., 2007

Quantification of Multivariate Categorical Data Considering Typicality of Item.
J. Adv. Comput. Intell. Intell. Informatics, 2007

FCM-Type Fuzzy Clustering of Mixed Databases Considering Nominal Variable Quantification.
J. Adv. Comput. Intell. Intell. Informatics, 2007

A Regularization Approach to Fuzzy Clustering with Nonlinear Membership Weights.
J. Adv. Comput. Intell. Intell. Informatics, 2007

Linear Fuzzy Clustering of Mixed Databases Based on Cluster-wise Optimal Scaling of Categorical Variables.
Proceedings of the FUZZ-IEEE 2007, 2007

Fuzzy c-Means Classifier with Deterministic Initialization and Missing Value Imputation.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

Aggregation of Standard and Entropy Based Fuzzy c-Means Clustering by a Modified Objective Function.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

Fuzzy c-Means Classifier for Relational Data.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

Post-supervised Fuzzy c-Means Classifier with Hard Clustering.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006
Fuzzy local independent component analysis with external criteria and its application to knowledge discovery in databases.
Int. J. Approx. Reason., 2006

Agent-Based Simulation About Social Value Emergence Based on Perceptual Balance.
Proceedings of the IEEE International Conference on Systems, 2006

A Sequential Learning Algorithm for Collaborative Filtering With Linear Fuzzy Clustering.
Proceedings of the IEEE International Conference on Systems, 2006

Postsupervised Hard <i>c</i>-Means Classifier.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Several Formulations for Graded Possibilistic Approach to Fuzzy Clustering.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Linear Fuzzy Clustering for Mixed Databases Based on Optimal Scaling.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Local Independent Component Analysis with Fuzzy Clustering and Regression-principal Component Analysis.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Exploratory Approach to fMRI Study with Fuzzy Clustering and General Linear Model.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Regularized Discriminant in the Setting of Fuzzy c-Means Classifier.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Simultaneous Application of PLS Regression and FCM-type Clustering.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Regularized Linear Fuzzy Clustering and Probabilistic PCA Mixture Models.
IEEE Trans. Fuzzy Syst., 2005

Quantification of Multivariate Categorical Data Considering Clusters of Items and Individuals.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2005

A New Approach to Fuzzification of Memberships in Cluster Analysis.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2005

Robust PCA with Intra-Sample Outlier Process Based on Fuzzy Mahalanobis Distances and Noise Clustering.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

FCM Clustering from the View Point of Iteratively Reweighted Least Squares.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Graded Possibilistic Approach to Variable Selection in Linear Fuzzy Clustering.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Fuzzy c-Means Classifier for Incomplete Data Sets with Outliers and Missing Values.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

2004
Linear fuzzy clustering techniques with missing values and their application to local principal component analysis.
IEEE Trans. Fuzzy Syst., 2004

Application of Kernel Trick to Fuzzy c-Means with Regularization by K-L Information.
J. Adv. Comput. Intell. Intell. Informatics, 2004

Simultaneous Application of Fuzzy Clustering and Quantification with Incomplete Categorical Data.
J. Adv. Comput. Intell. Intell. Informatics, 2004

Component-wise robust linear fuzzy clustering for collaborative filtering.
Int. J. Approx. Reason., 2004

Fuzzy canonical correlation and cluster analysis for brain mapping on long term memory consolidated by mnemonics.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

On parameter setting in applying Dave's noise fuzzy clustering to Gaussian mixture models.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Detection of local linear structure from data with uncertainties.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2002
Linear fuzzy clustering based on least absolute deviations.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

Robust Clustering in Fuzzy C-Means with Regularization by Cross Entropy.
Proceedings of the FSDK'02, 2002

2001
Collaborative Filtering Using Principal Component Analysis and Fuzzy Clustering.
Proceedings of the Web Intelligence: Research and Development, 2001

Fuzzy C-Means Clustering With Regularization by K-L Information.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000
Fuzzy Clustering Algorithm Extracting Principal Components Independent of Subsidiary Variables.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Parameter Specification for Fuzzy Clustering by Q-Learning.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000


  Loading...