Shie-Jue Lee

Orcid: 0000-0001-8004-4625

According to our database1, Shie-Jue Lee authored at least 139 papers between 1992 and 2023.

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

Timeline

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Bibliography

2023
A hybrid deep learning network for forecasting air pollutant concentrations.
Appl. Intell., May, 2023

2022
Analytical method for solving max-min inverse fuzzy relation.
Fuzzy Sets Syst., 2022

Leveraging attribute latent features for addressing new item cold-start issue.
Electron. Commer. Res. Appl., 2022

Exploiting exercise electrocardiography to improve early diagnosis of atrial fibrillation with deep learning neural networks.
Comput. Biol. Medicine, 2022

2021
Using word semantic concepts for plagiarism detection in text documents.
Inf. Retr. J., 2021

2020
Air quality prediction by neuro-fuzzy modeling approach.
Appl. Soft Comput., 2020

2019
Constructing RBF Networks for Classifying ECG Heartbeat Patterns.
Proceedings of the 12th International Congress on Image and Signal Processing, 2019

A LVQ-Based Identification System for Pathological Brain Aging Diseases.
Proceedings of the 12th International Congress on Image and Signal Processing, 2019

2018
Network intrusion detection using equality constrained-optimization-based extreme learning machines.
Knowl. Based Syst., 2018

Power consumption minimization by distributive particle swarm optimization for luminance control and its parallel implementations.
Expert Syst. Appl., 2018

Regression Estimation by Radial Basis Function Networks With Self-Constructing Clustering.
Proceedings of the 5th International Conference on Systems and Informatics, 2018

Supervised Classification by RBF Networks With Self-Constructing Clustering.
Proceedings of the 14th International Conference on Natural Computation, 2018

A RBF Network Approach for Function Approximation.
Proceedings of the IEEE International Conference on Information and Automation, 2018

Information Retrieval Based on Word Semantic Clustering.
Proceedings of the 11th International Congress on Image and Signal Processing, 2018

2017
An Extended Type-Reduction Method for General Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2017

An oblique elliptical basis function network approach for supervised learning applications.
Appl. Soft Comput., 2017

Weighted word2vec based on the distance of words.
Proceedings of the 2017 International Conference on Machine Learning and Cybernetics, 2017

Recursive SVD-based fuzzy extreme learning machine.
Proceedings of the IEEE International Conference on Information and Automation, 2017

Cascading global and local features for face recognition using support vector machines and local ternary patterns.
Proceedings of the IEEE International Conference on Information and Automation, 2017

A novel recommender system for E-commerce.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Copy detection for digital documents.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2016
A clustering based approach to improving the efficiency of collaborative filtering recommendation.
Electron. Commer. Res. Appl., 2016

Using personal preference in calculating rating scores for recommendations.
Proceedings of the IEEE International Conference on Information and Automation, 2016

2015
Type-Reduction for Concave Type-2 Fuzzy Sets.
Proceedings of the New Trends in Intelligent Information and Database Systems, 2015

Dimensionality reduction by feature clustering for regression problems.
Inf. Sci., 2015

A weighted LS-SVM based learning system for time series forecasting.
Inf. Sci., 2015

Employing local modeling in machine learning based methods for time-series prediction.
Expert Syst. Appl., 2015

Time Series Forecasting with Missing Values.
EAI Endorsed Trans. Cogn. Commun., 2015

Time series forecasting with a neuro-fuzzy modeling scheme.
Appl. Soft Comput., 2015

Novel imputation for time series data.
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015

2014
Modified Multivalued Neuron With Periodic Tolerant Activation Function.
IEEE Trans. Neural Networks Learn. Syst., 2014

A Similarity Measure for Text Classification and Clustering.
IEEE Trans. Knowl. Data Eng., 2014

Multilabel Text Categorization Based on Fuzzy Relevance Clustering.
IEEE Trans. Fuzzy Syst., 2014

A modified scheme for all-pairs evolving fuzzy classifiers.
Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

Temporal prediction using self-organizing multilayer perceptron.
Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

A neuro-fuzzy based method for TAIEX forecasting.
Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

2013
An Iterative Divide-and-Merge-Based Approach for Solving Large-Scale Least Squares Problems.
IEEE Trans. Parallel Distributed Syst., 2013

An efficient multiple-kernel learning for pattern classification.
Expert Syst. Appl., 2013

Detecting near-duplicate documents using sentence-level features and supervised learning.
Expert Syst. Appl., 2013

k-NN Based Neuro-fuzzy System for Time Series Prediction.
Proceedings of the 14th ACIS International Conference on Software Engineering, 2013

A Comparative Study on Clustering Algorithms.
Proceedings of the 14th ACIS International Conference on Software Engineering, 2013

Multi-valued neuron with new learning schemes.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Modified learning for discrete multi-valued neuron.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Community detection with punished similarity.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Adaptive Distance-Based Voting Classification.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012
A Fast Method for Computing the Centroid of a Type-2 Fuzzy Set.
IEEE Trans. Syst. Man Cybern. Part B, 2012

FSKNN: Multi-label text categorization based on fuzzy similarity and k nearest neighbors.
Expert Syst. Appl., 2012

Application of type-2 neuro-fuzzy modeling in stock price prediction.
Appl. Soft Comput., 2012

Neuro-fuzzy based multi-step-ahead prediction.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

A comparison of approaches for dealing with missing values.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Multi-values neuron with periodic tolerant activation function.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

2011
Data-Based System Modeling Using a Type-2 Fuzzy Neural Network With a Hybrid Learning Algorithm.
IEEE Trans. Neural Networks, 2011

A Fuzzy Self-Constructing Feature Clustering Algorithm for Text Classification.
IEEE Trans. Knowl. Data Eng., 2011

An Enhanced Type-Reduction Algorithm for Type-2 Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2011

A multiple-kernel support vector regression approach for stock market price forecasting.
Expert Syst. Appl., 2011

Employing multiple-kernel support vector machines for counterfeit banknote recognition.
Appl. Soft Comput., 2011

MIKM: A mutual information-based K-medoids approach for feature selection.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

A similarity measure for text processing.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

2010
Fuzzy clustering with principal component analysis.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

A distributional similarity measure for query-dependent ranking in web mining.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

2009
Boosting One-Class Support Vector Machines for Multi-Class Classification.
Appl. Artif. Intell., 2009

General type-2 fuzzy neural network with hybrid learning for function approximation.
Proceedings of the FUZZ-IEEE 2009, 2009

2008
Mining fuzzy periodic association rules.
Data Knowl. Eng., 2008

Vector Quantization of Images Using a Fuzzy Clustering Method.
Cybern. Syst., 2008

Applying Soft Computing for Forecasting Chaotic Time Series.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Exploring Friendships in Blogosphere by Finding 1.5-Cliques.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

2007
Segmentation of Multiple Human Objects in Video Sequences.
Appl. Artif. Intell., 2007

A Kernel-Based Two-Stage One-Class Support Vector Machines Algorithm.
Proceedings of the Advances in Neural Networks, 2007

A Clustering Scheme for Large High-Dimensional Document Datasets.
Proceedings of the Advances in Computation and Intelligence, 2007

A Confidence-Based Hierarchical Feature Clustering Algorithm for Text Classification.
Proceedings of the 2007 International Conference on Intelligent Pervasive Computing, 2007

Constructing Fuzzy Controllers Based on Reinforcement Learning.
Proceedings of the Proceeding of the Second International Multi-Symposium of Computer and Computational Sciences (IMSCCS 2007), 2007

2006
Estimating Parameters of Kernel Functions in Support Vector Learning.
Proceedings of the IEEE International Conference on Systems, 2006

Learning of Kernel Functions in Support Vector Machines.
Proceedings of the International Joint Conference on Neural Networks, 2006

A Kernel-Based Fuzzy Clustering Algorithm.
Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

Improved C-Fuzzy Decision Trees.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
A TSK-type neurofuzzy network approach to system modeling problems.
IEEE Trans. Syst. Man Cybern. Part B, 2005

Mining Calendar-Based Asynchronous Periodical Association Rules with Fuzzy Calendar Constraints.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004
Discovery of fuzzy temporal association rules.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Entropy-based generation of supervised neural networks for classification of structured patterns.
IEEE Trans. Neural Networks, 2004

Fuzzy Calendar Algebra and Its Applications to Data Mining.
Proceedings of the 11th International Symposium on Temporal Representation and Reasoning (TIME 2004), 2004

An efficient algorithm to discover calendar-based temporal association rules.
Proceedings of the IEEE International Conference on Systems, 2004

An Incremental Algorithm for Discovering Fuzzy Temporal Web Usage Patterns.
Proceedings of the International Conference on Internet Computing, 2004

2003
A JPEG Chip for Image Compression and Decompression.
J. VLSI Signal Process., 2003

A neuro-fuzzy approach for segmentation of human objects in image sequences.
IEEE Trans. Syst. Man Cybern. Part B, 2003

A neuro-fuzzy system modeling with self-constructing rule generationand hybrid SVD-based learning.
IEEE Trans. Fuzzy Syst., 2003

A Simplified Scheduling Algorithm for Cells in ATM Networks for Multimedia Communication.
Int. J. Distance Educ. Technol., 2003

An improved TSK-type recurrent fuzzy network for dynamic system identification.
Proceedings of the IEEE International Conference on Systems, 2003

A general mining method for incremental updation in large databases.
Proceedings of the IEEE International Conference on Systems, 2003

A neuro-fuzzy approach for multiple human objects segmentation.
Proceedings of the IEEE International Conference on Systems, 2003

An Efficient Mining Method for Incremental Updation in Large Databases.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

A Modified Distributed Coordination Function for Real-Time Traffic in IEEE 802.11 Wireless LAN.
Proceedings of the 17th International Conference on Advanced Information Networking and Applications (AINA'03), 2003

2002
An ART-based construction of RBF networks.
IEEE Trans. Neural Networks, 2002

KJ3--a tool assisting formal validation of knowledge-based systems.
Int. J. Hum. Comput. Stud., 2002

Constructing neuro-fuzzy systems with TSK fuzzy rules and hybrid SVD-based learning.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

Mining Fuzzy Association Rules from Sequence databases with Quantitative data and Inter-Transaction Intervals.
Proceedings of the FSDK'02, 2002

2001
Parallelization of a Hyper-Linking-Based Theorem Prover.
J. Autom. Reason., 2001

A Dynamic Regulation with Scheduler Feedback Information for Multimedia Networks.
Proceedings of the Advances in Multimedia Information Processing, 2001

2000
A token-flow paradigm for verification of rule-based expert systems.
IEEE Trans. Syst. Man Cybern. Part B, 2000

A neural-fuzzy system for congestion control in ATM networks.
IEEE Trans. Syst. Man Cybern. Part B, 2000

An Extended System for Conceptual Clustering.
Appl. Artif. Intell., 2000

A hybrid algorithm for structure identification of neuro-fuzzy modeling.
Proceedings of the IEEE International Conference on Systems, 2000

A self-constructed radial basis function neural network and its applications.
Proceedings of the IEEE International Conference on Systems, 2000

1999
Constructing neural networks for multiclass-discretization based on information entropy.
IEEE Trans. Syst. Man Cybern. Part B, 1999

Deriving minimal conflict sets by CS-trees with mark set in diagnosis from first principles.
IEEE Trans. Syst. Man Cybern. Part B, 1999

Comments on the Theory of Measurement in Diagnosis from First Principles.
Inf. Sci., 1999

A Genetic Algorithm Approach to Measurement Prescription in Fault Diagnosis.
Inf. Sci., 1999

A Model-Based Diagnosis System for Identifying Faulty Components in Digital Circuits.
Appl. Intell., 1999

An improved learning algorithm for rule refinement in neuro-fuzzy modeling.
Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999

Using Competitive Learning in Neural Networks for Cluster-Detection-and-Labeling.
Proceedings of the Advanced Topics in Artificial Intelligence, 1999

1998
Pattern fusion in feature recognition neural networks for handwritten character Recognition.
IEEE Trans. Syst. Man Cybern. Part B, 1998

Knowledge acquisition from input-output data by fuzzy-neural systems.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

KJ3-a tool for proving formal specifications of rule-based expert systems.
Proceedings of the Tenth IEEE International Conference on Tools with Artificial Intelligence, 1998

A medium access control protocol for wireless networks.
Proceedings of the 1998 IEEE International Conference on Communications, 1998

1997
Enhanced high-level Petri nets with multiple colors for knowledge verification/validation of rule-based expert systems.
IEEE Trans. Syst. Man Cybern. Part B, 1997

Early Detection of Cycles with Pseudo-End-Station in Fasnet Networks.
Inf. Sci., 1997

Formal Verification and Diagnosis of CombinationalCircuit Designs with Propositional Logic.
Fundam. Informaticae, 1997

Knowledge Verification with an Enhanced High-Level Petri-Net Model.
IEEE Expert, 1997

A Slot Reuse Scheme for CRMA Networks.
Comput. Networks ISDN Syst., 1997

1996
An extended procedure of constructing neural networks for supervised dichotomy.
IEEE Trans. Syst. Man Cybern. Part B, 1996

On parallelism of hyper-linking theorem proving: a preliminary report.
Proceedings of the 1996 International Conference on Parallel and Distributed Systems (ICPADS '96), 1996

Optimal decomposition of morphological structuring elements.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Construction of Neural Networks from Decision Trees.
J. Inf. Sci. Eng., 1995

Controlling the Consumption of Storage with Sliding Priority Search in a Hyper-Linking Based Theorem Prover.
Comput. Artif. Intell., 1995

A Symbolic Logic Approach of Deriving Initial Neural Network Configurations for Supervised Classification.
Comput. Artif. Intell., 1995

Formal Reasoning in Intelligent Database Systems.
Appl. Intell., 1995

A Hybrid Diagnosis System for Digital Circuits.
Proceedings of the Eighth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1995

1994
Use of replace rules in theorem proving.
Methods Log. Comput. Sci., 1994

An Autonomous Multistrategy Theorem Proving System Using Knowledge-Based Techniques.
J. Intell. Inf. Syst., 1994

Improving the Efficiency of a Hyperlinking-Based Theorem Prover by Incremental Evaluation with Network Structures.
J. Autom. Reason., 1994

A knowledge-based approach to the local area network design problem.
Appl. Intell., 1994

Problem Solving by Searching for Models with a Theorem Prover.
Artif. Intell., 1994

1993
Building an Expert System Language Interpreter with the Rule Network Technique.
Proceedings of the Methodologies for Intelligent Systems, 7th International Symposium, 1993

The Design and Implementation of a Rule-Based Expert System Language.
Proceedings of the Fifth International Conference on Tools with Artificial Intelligence, 1993

An Object-Oriented Expert System for Local Area Network Design.
Proceedings of the Computing and Information, 1993

Improving Efficiency of a Theorem Prover by Eliminating Redundant Unifications Using Network Structures.
Proceedings of the Computing and Information, 1993

1992
Eliminating Duplication with the Hyper-Linking Strategy.
J. Autom. Reason., 1992

Use of Unit Clauses and Clause Splitting in Automatic Deduction.
Proceedings of the Computing and Information, 1992

A Self-Guided Theorem Proving System.
Proceedings of the Computing and Information, 1992

Conditional Term Rewriting and First-Order Theorem Proving.
Proceedings of the Conditional Term Rewriting Systems, Third International Workshop, 1992


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