Chung-Chian Hsu

62 papers A* 2A 2B 5C 2Misc 3Journal 33Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
LACTNet: A Label-Aware CNN-Transformer Network for surface defect segmentation.
Expert Syst. Appl.
Rasoul Ameri, Chung-Chian Hsu
2026 J jnl
Multi-sensor data fusion for smart healthcare: optimizing specialty-based classification of imbalanced EMRs.
Inf. Fusion
Khadija Akbar Shah, Zahid Halim, Sajid Anwar, Chung-Chian Hsu, Imad Rida
2026 J jnl
Novel deep learning solutions with layered recurrent neural networks for nonlinear stiff Dahl hysteresis model in piezoelectric actuator.
Neural Networks
Aneela Kausar, Chuan-Yu Chang, Sidra Naz, Rooh Ullah Khan, Chung-Chian Hsu, Muhammad Safiullah, Saeeda Naz, Muhammad Asif Zahoor Raja
2025 J jnl
A Review on AI Approaches in Elderly fall Monitoring Systems: Taxonomies, Challenges, and Open Issues.
Cogn. Comput.
Shahab S. Band, Meghdad Biyari, Chung-Chian Hsu, Tommaso Ruga, Ester Zumpano, Luciano Caroprese, Eugenio Vocaturo, Iman Dehzangi, Bharat S. Rawal, Huey-Wen Liang
2025 J jnl
AutoKAN: A Federated Lightweight Anomaly Detection Framework for Securing Constrained IoT Healthcare Diabetes Monitoring Systems.
IEEE Trans. Consumer Electron.
Nguyen Khanh Son, Arun Kumar Sangaiah, Chuang Chun-Chi, Honda Hsu, Chung-Chian Hsu, Chuan-Yu Chang
2025 J jnl
Enhanced near-field depth estimation: Integrating global and local path networks.
Knowl. Based Syst.
Yu-Hsiang Chen, Yu-Jen Chen, Chung-Chian Hsu
2025 J jnl
nDeepSMOTEc: An Oversampling Method for Structured Datasets.
IEEE Access
Wen-Lin Fan, Chun-Chi Chuang, Chia-Wen Hsu, Chieh-Chi Huang, Ting-Rui Guo, Chung-Chian Hsu
2024 J jnl
A systematic review of deep learning approaches for surface defect detection in industrial applications.
Eng. Appl. Artif. Intell.
Rasoul Ameri, Chung-Chian Hsu, Shahab S. Band
2024 J jnl
Automatic melanoma detection using discrete cosine transform features and metadata on dermoscopic images.
J. King Saud Univ. Comput. Inf. Sci.
Shamim Yousefi, Samad Najjar-Ghabel, Ramin Danehchin, Shahab S. Band, Chung-Chian Hsu, Amir Mosavi
2024 — conf
Decoding AI Complexity: SHAP Textual Explanations via LLM for Improved Model Transparency.
ICCE-Taiwan
Chung-Chian Hsu, I-Zhen Wu, Shih-Mao Liu
2024 J jnl
Detection and Localization of Carina in X-ray Medical Images with Improved U-Net Model.
J. Inf. Sci. Eng.
Wen-Lin Fan, Chung-Chian Hsu, Chih-Wen Lin, Jia-Shiang He, Tin-Kwang Lin, Cheng-Chun Wu, Arthur Chang
2024 — conf
End-to-End Automation of ML Model Lifecycle Management using Machine Learning Operations Platforms.
ICCE-Taiwan
Chung-Chian Hsu, Pin-Han Chen, I-Zhen Wu
2024 — conf
Identifying Key Features for Quality Prediction from Production Data.
ICCE-Taiwan
Chung-Chian Hsu, Yi-Ling Xiao, Guan-Lin Chen, Arthur Chang, An-Yi Hsu
2023 J jnl
A robust approach for endotracheal tube localization in chest radiographs.
Frontiers Artif. Intell.
Chung-Chian Hsu, Rasoul Ameri, Chih-Wen Lin, Jia-Shiang He, Meghdad Biyari, Atefeh Yarahmadi, Shahab S. Band, Tin-Kwang Lin, Wen-Lin Fan
2023 — conf
Artificial Intelligence Model Interpreting Tools: SHAP, LIME, and Anchor Implementation in CNN Model for Hand Gestures Recognition.
TAAI (1)
Chung-Chian Hsu, S. M. Salahuddin Morsalin, Md. Faysal Reyad, Nazmus Shakib
2023 — conf
Automated Carina Detection in Chest X-ray Images Using Non-Overlapping and Cross-Squeeze Convolutional Neural Networks.
APSIPA ASC
Chung-Chian Hsu, Chi-Yuan Chen, S. M. Salahuddin Morsalin, Arthur Chang, Wen-Lin Fan
2023 — conf
Automatic Recognition of Container Serial Code.
ICCE-Taiwan
Chung-Chian Hsu, Yu-Zen Yang, Arthur Chang, S. M. Salahuddin Morsalin, Guanting Shen, Li-Shin Shiu
2023 J jnl
Improvement of Human Pose Estimation and Processing With the Intensive Feature Consistency Network.
IEEE Access
Ming-Hwa Sheu, S. M. Salahuddin Morsalin, Chung-Chian Hsu, Shin-Chi Lai, Szu-Hong Wang, Chuan-Yu Chang
2023 J jnl
Investigating Routing in the VANET Network: Review and Classification of Approaches.
Algorithms
Arun Kumar Sangaiah, Amir Javadpour, Chung-Chian Hsu, Anandakumar Haldorai, Ahmad Zeynivand
2023 C conf
Relational Structure Visualization in Composition.
IV
Kuan-Chen Chen, Chung-Chian Hsu, Teng-Wen Chang, Chang-Franw Lee, Cheng-Gang Wang
2023 — conf
Unique Feature Extraction and Consistency Network for Skeleton Body Keypoints Configuration and Enhancement.
ICKII
Ming-Hwa Sheu, S. M. Salahuddin Morsalin, Yi-Wen Chang, Szu-Hong Wang, Chung-Chian Hsu, Shin-Chi Lai
2022 — conf
Medical Data Analysis Based on Transparent Classifier.
ICCE-TW
Hao-Ting Pai, Chung-Chian Hsu, Guo-Siang Jhao, Arthur Chang
2021 J jnl
Analyzing mixed-type data by using word embedding for handling categorical features.
Intell. Data Anal.
Chung-Chian Hsu, Wei-Cyun Tsao, Arthur Chang, Chuan-Yu Chang
2020 — conf
A Case Study for Clustering Characteristics Evaluation and Clustering Dimension Selection by Using UCI News Data.
ICACS
Chih-Chien Huang, Chung-Chian Hsu, Yushun Pon, Wenwei Liao
2020 A* conf
Multi-Label Classification of ICD Coding Using Deep Learning.
CcS
Chung-Chian Hsu, Pei-Chi Chang, Arthur Chang
2020 A* conf
Short-Term Load Forecasting by Machine Learning.
CcS
Chung-Chian Hsu, Xiang-Ting Chen, Yu-Sheng Chen, Arthur Chang
2019 J jnl
Unsupervised distance learning for extended self-organizing map and visualization of mixed-type data.
Intell. Data Anal.
Chung-Chian Hsu, Chien-Hao Kung, Jian-Jhong Jheng, Chuan-Yu Chang
2018 A conf
An Enhanced Pre-processing and Nonlinear Regression Based Approach for Failure Detection of PV System.
ICS
Chung-Chian Hsu, Jia-Long Li, Arthur Chang, Yu-Sheng Chen
2018 A conf
Evaluation of Performance Improvement by Cleaning on Photovoltaic Systems.
ICS
Chung-Chian Hsu, Shi-Mai Fang, Arthur Chang, Yu-Sheng Chen
2018 J jnl
Visualized mixed-type data analysis via dimensionality reduction.
Intell. Data Anal.
Chung-Chian Hsu, Jhen-Wei Wu
2016 J jnl
Integrated dimensionality reduction technique for mixed-type data involving categorical values.
Appl. Soft Comput.
Chung-Chian Hsu, Wei-Hao Huang
2015 J jnl
A New Confirmation Framework for Extracting Synonymous Chinese Transliteration Based on Pronunciation Model.
Comput. Informatics
Chien-Hsing Chen, Chung-Chian Hsu
2012 J jnl
A self-organizing map for transactional data and the related categorical domain.
Appl. Soft Comput.
Wen-Chung Liao, Chung-Chian Hsu
2012 J jnl
Growing Self-Organizing Map with cross insert for mixed-type data clustering.
Appl. Soft Comput.
Wei-Shen Tai, Chung-Chian Hsu
2012 J jnl
Visualized Analysis of Mixed Numeric and Categorical Data Via Extended Self-Organizing Map.
IEEE Trans. Neural Networks Learn. Syst.
Chung-Chian Hsu, Shu-Han Lin
2011 J jnl
Apply extended self-organizing map to cluster and classify mixed-type data.
Neurocomputing
Chung-Chian Hsu, Shu-Han Lin, Wei-Shen Tai
2011 — conf
Comparison of Ensemble Classifiers in Extracting Synonymous Chinese Transliteration Pairs from Web.
ICSI (2)
Chien-Hsing Chen, Chung-Chian Hsu
2011 Misc conf
Improving visualization of mixed-type data with a dynamic SOM.
ICNC
Wei-Shen Tai, Chung-Chian Hsu
2011 C conf
Modified adaptive resonance theory for alarm correlation based on distance hierarchy in mobile networks.
APNOMS
Hsin-Chieh Chao, Chieh-Ming Hsiao, Wen-Shu Su, Chung-Chian Hsu, Chun-Ying Wu
2010 Misc conf
A growing mixed Self-Organizing Map.
ICNC
Wei-Shen Tai, Chung-Chian Hsu
2010 B conf
A mixed-type self-organizing map with a dynamic structure.
IJCNN
Wei-Shen Tai, Chung-Chian Hsu, Jong-Chen Chen
2010 B conf
Enhancing digital hardware evolvability with a neuromolecularware design: A biologically-motivated approach.
IEEE Congress on Evolutionary Computation
Yo-Hsien Lin, Jong-Chen Chen, Wei-Chang Lee, Chung-Chian Hsu
2010 B conf
Health analysis from the trend variability of patients' vital signs with an artificial neuromolecular system.
IEEE Congress on Evolutionary Computation
Wei-Chung Lee, Jong-Chen Chen, Chung-Chian Hsu
2010 J jnl
Mining Synonymous Transliterations from the World Wide Web.
ACM Trans. Asian Lang. Inf. Process.
Chung-Chian Hsu, Chien-Hsing Chen
2010 J jnl
System of Boosting Voting with Multiple Learning Algorithms.
J. Digit. Inf. Manag.
Chien-Hsing Chen, Chung-Chian Hsu
2009 — conf
A Visualized Data Analysis Framework for Online-Shopping Products.
MLDM Posters
Chung-Chian Hsu, Jing-Wei Lin, Chien-Hsing Chen
2008 — conf
Boosted Voting Scheme on Classification.
ISDA (2)
Chien-Hsing Chen, Chung-Chian Hsu
2008 J jnl
Extended Naive Bayes classifier for mixed data.
Expert Syst. Appl.
Chung-Chian Hsu, Yan-Ping Huang, Keng-Wei Chang
2008 J jnl
Incremental clustering of mixed data based on distance hierarchy.
Expert Syst. Appl.
Chung-Chian Hsu, Yan-Ping Huang
2008 — conf
Synonymous Chinese Transliterations Retrieval from World Wide Web by Using Association Words.
ICCS (1)
Chung-Chian Hsu, Chien-Hsing Chen
2008 — conf
Synonyms Extraction Using Web Content Focused Crawling.
AIRS
Chien-Hsing Chen, Chung-Chian Hsu
2007 J jnl
Hierarchical clustering of mixed data based on distance hierarchy.
Inf. Sci.
Chung-Chian Hsu, Chin-Long Chen, Yu-Wei Su
2007 J jnl
Measuring similarity between transliterations against noise data.
ACM Trans. Asian Lang. Inf. Process.
Chung-Chian Hsu, Chien-Hsing Chen, Tien-Teng Shih, Chun-Kai Chen
2007 J jnl
Mining of mixed data with application to catalog marketing.
Expert Syst. Appl.
Chung-Chian Hsu, Yu-Cheng Chen
2007 J jnl
Pattern recognition in time series database: A case study on financial database.
Expert Syst. Appl.
Yan-Ping Huang, Chung-Chian Hsu, Sheng-Hsuan Wang
2006 — conf
A Realistic Personnel Selection Tool Based on Fuzzy Data Mining Method.
JCIS
Wei-Shen Tai, Chung-Chian Hsu
2006 J jnl
An Integrated Framework for Visualized and Exploratory Pattern Discovery in Mixed Data.
IEEE Trans. Knowl. Data Eng.
Chung-Chian Hsu, Sheng-Hsuan Wang
2006 B conf
GViSOM for Multivariate Mixed Data Projection and Structure Visualization.
IJCNN
Chung-Chian Hsu, Kuo-Min Wang, Sheng-Hsuan Wang
2006 J jnl
Generalizing self-organizing map for categorical data.
IEEE Trans. Neural Networks
Chung-Chian Hsu
2006 B conf
Measuring Similarity between Transliterations by Character Pronunciation.
SMC
Chung-Chian Hsu, Chien-Hsing Chen, Chun-Kai Chen
2006 Misc conf
Modified Adaptive Resonance Theory Network for Mixed Data Based on Distance Hierarchy.
International Conference on Computational Science (4)
Chung-Chian Hsu, Yan-Ping Huang, Chieh-Ming Hsiao
2004 J jnl
Extending attribute-oriented induction algorithm for major values and numeric values.
Expert Syst. Appl.
Chung-Chian Hsu