2024
Detection and Localization of Carina in X-ray Medical Images with Improved U-Net Model.
J. Inf. Sci. Eng., May, 2024
Automatic melanoma detection using discrete cosine transform features and metadata on dermoscopic images.
J. King Saud Univ. Comput. Inf. Sci., February, 2024
A systematic review of deep learning approaches for surface defect detection in industrial applications.
Eng. Appl. Artif. Intell., 2024
Identifying Key Features for Quality Prediction from Production Data.
Proceedings of the International Conference on Consumer Electronics - Taiwan, 2024
Decoding AI Complexity: SHAP Textual Explanations via LLM for Improved Model Transparency.
Proceedings of the International Conference on Consumer Electronics - Taiwan, 2024
End-to-End Automation of ML Model Lifecycle Management using Machine Learning Operations Platforms.
Proceedings of the International Conference on Consumer Electronics - Taiwan, 2024
2023
A robust approach for endotracheal tube localization in chest radiographs.
Frontiers Artif. Intell., February, 2023
Investigating Routing in the VANET Network: Review and Classification of Approaches.
Algorithms, 2023
Improvement of Human Pose Estimation and Processing With the Intensive Feature Consistency Network.
IEEE Access, 2023
Artificial Intelligence Model Interpreting Tools: SHAP, LIME, and Anchor Implementation in CNN Model for Hand Gestures Recognition.
Proceedings of the Technologies and Applications of Artificial Intelligence, 2023
Relational Structure Visualization in Composition.
Proceedings of the 27th International Conference Information Visualisation, 2023
Unique Feature Extraction and Consistency Network for Skeleton Body Keypoints Configuration and Enhancement.
Proceedings of the 6th IEEE International Conference on Knowledge Innovation and Invention, 2023
Automatic Recognition of Container Serial Code.
Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023
Automated Carina Detection in Chest X-ray Images Using Non-Overlapping and Cross-Squeeze Convolutional Neural Networks.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023
2022
Medical Data Analysis Based on Transparent Classifier.
Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2022
2021
Analyzing mixed-type data by using word embedding for handling categorical features.
Intell. Data Anal., 2021
2020
A Case Study for Clustering Characteristics Evaluation and Clustering Dimension Selection by Using UCI News Data.
Proceedings of the ICACS'20: 2020 4th International Conference on Algorithms, 2020
Short-Term Load Forecasting by Machine Learning.
Proceedings of the International Symposium on Community-centric Systems, 2020
Multi-Label Classification of ICD Coding Using Deep Learning.
Proceedings of the International Symposium on Community-centric Systems, 2020
2019
Unsupervised distance learning for extended self-organizing map and visualization of mixed-type data.
Intell. Data Anal., 2019
2018
Visualized mixed-type data analysis via dimensionality reduction.
Intell. Data Anal., 2018
An Enhanced Pre-processing and Nonlinear Regression Based Approach for Failure Detection of PV System.
Proceedings of the New Trends in Computer Technologies and Applications, 2018
Evaluation of Performance Improvement by Cleaning on Photovoltaic Systems.
Proceedings of the New Trends in Computer Technologies and Applications, 2018
2016
Integrated dimensionality reduction technique for mixed-type data involving categorical values.
Appl. Soft Comput., 2016
2015
A New Confirmation Framework for Extracting Synonymous Chinese Transliteration Based on Pronunciation Model.
Comput. Informatics, 2015
2012
Visualized Analysis of Mixed Numeric and Categorical Data Via Extended Self-Organizing Map.
IEEE Trans. Neural Networks Learn. Syst., 2012
Growing Self-Organizing Map with cross insert for mixed-type data clustering.
Appl. Soft Comput., 2012
A self-organizing map for transactional data and the related categorical domain.
Appl. Soft Comput., 2012
2011
Apply extended self-organizing map to cluster and classify mixed-type data.
Neurocomputing, 2011
Comparison of Ensemble Classifiers in Extracting Synonymous Chinese Transliteration Pairs from Web.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011
Improving visualization of mixed-type data with a dynamic SOM.
Proceedings of the Seventh International Conference on Natural Computation, 2011
Modified adaptive resonance theory for alarm correlation based on distance hierarchy in mobile networks.
Proceedings of the 13th Asia-Pacific Network Operations and Management Symposium, 2011
2010
Mining Synonymous Transliterations from the World Wide Web.
ACM Trans. Asian Lang. Inf. Process., 2010
System of Boosting Voting with Multiple Learning Algorithms.
J. Digit. Inf. Manag., 2010
A mixed-type self-organizing map with a dynamic structure.
Proceedings of the International Joint Conference on Neural Networks, 2010
A growing mixed Self-Organizing Map.
Proceedings of the Sixth International Conference on Natural Computation, 2010
Enhancing digital hardware evolvability with a neuromolecularware design: A biologically-motivated approach.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Health analysis from the trend variability of patients' vital signs with an artificial neuromolecular system.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
A Visualized Data Analysis Framework for Online-Shopping Products.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009
2008
Extended Naive Bayes classifier for mixed data.
Expert Syst. Appl., 2008
Incremental clustering of mixed data based on distance hierarchy.
Expert Syst. Appl., 2008
Boosted Voting Scheme on Classification.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008
Synonymous Chinese Transliterations Retrieval from World Wide Web by Using Association Words.
Proceedings of the Computational Science, 2008
Synonyms Extraction Using Web Content Focused Crawling.
Proceedings of the Information Retrieval Technology, 2008
2007
Measuring similarity between transliterations against noise data.
ACM Trans. Asian Lang. Inf. Process., 2007
Hierarchical clustering of mixed data based on distance hierarchy.
Inf. Sci., 2007
Pattern recognition in time series database: A case study on financial database.
Expert Syst. Appl., 2007
Mining of mixed data with application to catalog marketing.
Expert Syst. Appl., 2007
2006
Generalizing self-organizing map for categorical data.
IEEE Trans. Neural Networks, 2006
An Integrated Framework for Visualized and Exploratory Pattern Discovery in Mixed Data.
IEEE Trans. Knowl. Data Eng., 2006
Measuring Similarity between Transliterations by Character Pronunciation.
Proceedings of the IEEE International Conference on Systems, 2006
A Realistic Personnel Selection Tool Based on Fuzzy Data Mining Method.
Proceedings of the 2006 Joint Conference on Information Sciences, 2006
GViSOM for Multivariate Mixed Data Projection and Structure Visualization.
Proceedings of the International Joint Conference on Neural Networks, 2006
Modified Adaptive Resonance Theory Network for Mixed Data Based on Distance Hierarchy.
Proceedings of the Computational Science, 2006
2004
Extending attribute-oriented induction algorithm for major values and numeric values.
Expert Syst. Appl., 2004