Chien-Liang Liu

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 40

Top Topics

Chinese Restaurant Process

Imbalanced Data

Top Venues

Adv. Eng. Informatics

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Chien-Liang Liu, Chun-Jan Tseng, Po-Hao Weng
Dynamic Job-Shop Scheduling via Graph Attention Networks and Deep Reinforcement Learning. IEEE Trans. Ind. Informatics 20 (6) (2024)
Yi-Chan Chen, Min-Hsuan Lee, Shan-Ni Hsueh, Chien-Liang Liu, Chung-Kun Hui, Ruey-Shyang Soong
The influence of the Pringle maneuver in laparoscopic hepatectomy: continuous monitor of hemodynamic change can predict the perioperatively physiological reservation. Frontiers Big Data 6 (2024)
Chien-Liang Liu, Min-Hsuan Lee, Shan-Ni Hsueh, Chia-Chen Chung, Chun-Ju Lin, Po-Han Chang, An-Chun Luo, Hsuan-Chi Weng, Yu-Hsien Lee, Ming-Ji Dai, Min-Juei Tsai
A bagging approach for improved predictive accuracy of intradialytic hypotension during hemodialysis treatment. Comput. Biol. Medicine 172 (2024)
Chien-Liang Liu, Huan-Ci Su
Temporal learning in predictive health management using channel-spatial attention-based deep neural networks. Adv. Eng. Informatics 62 (2024)
Chien-Liang Liu, Po-Tsung Huang
DualDomain-AttenNet: Synergizing time-frequency analysis and attention mechanisms for Motor Imagery BCI enhancement. Adv. Eng. Informatics 62 (2024)
Chien-Liang Liu, Chun-Jan Tseng, Tzu-Hsuan Huang, Jhih-Wun Wang
Dynamic Parallel Machine Scheduling With Deep Q-Network. IEEE Trans. Syst. Man Cybern. Syst. 53 (11) (2023)
Chun-Han Lin, Chien-Liang Liu
Prediction of Blood Glucose Concentration Based on OptiScanner and XGBoost in ICU. IEEE Access 11 (2023)
Chien-Liang Liu, Tzu-Hsuan Huang
Dynamic Job-Shop Scheduling Problems Using Graph Neural Network and Deep Reinforcement Learning. IEEE Trans. Syst. Man Cybern. Syst. 53 (11) (2023)
Chien-Liang Liu, Hung-Yu Kao
CopyCAT: Masking Strategy Conscious Augmented Text for Machine Generated Text Detection. PAKDD (1) (2023)
Ching-Hung Lee, Amy J. C. Trappey, Chien-Liang Liu, John P. T. Mo, Kevin C. Desouza
Design and management of digital transformations for value creation. Adv. Eng. Informatics 52 (2022)
Crystal T. Wei, Ming-En Hsieh, Chien-Liang Liu, Vincent S. Tseng
Contrastive Heartbeats: Contrastive Learning for Self-Supervised ECG Representation and Phenotyping. ICASSP (2022)
Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio
Semantic Cross Attention for Few-shot Learning. ACML (2022)
Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio
Semantic Cross Attention for Few-shot Learning. CoRR (2022)
Chien-Liang Liu, Yu-Hua Chang
Learning From Imbalanced Data With Deep Density Hybrid Sampling. IEEE Trans. Syst. Man Cybern. Syst. 52 (11) (2022)
Ching-Hung Lee, Chien-Liang Liu, Amy J. C. Trappey, John P. T. Mo, Kevin C. Desouza
Understanding digital transformation in advanced manufacturing and engineering: A bibliometric analysis, topic modeling and research trend discovery. Adv. Eng. Informatics 50 (2021)
Chien-Liang Liu, Qing-Hong Chen
Metric-Based Semi-Supervised Regression. IEEE Access 8 (2020)
Chien-Liang Liu, Po-Yen Hsieh
Model-Based Synthetic Sampling for Imbalanced Data. IEEE Trans. Knowl. Data Eng. 32 (8) (2020)
Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio
Proxy Network for Few Shot Learning. ACML (2020)
Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio
Proxy Network for Few Shot Learning. CoRR (2020)
Chien-Liang Liu, Chuan-Chin Chang, Chun-Jan Tseng
Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems. IEEE Access 8 (2020)
Yu-Jhen Chen, Chien-Liang Liu, Vincent S. Tseng, Yu-Feng Hu, Shih-Ann Chen
Large-scale Classification of 12-lead ECG with Deep Learning. BHI (2019)
Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang, Hsuan-Hsun Li
Clustering data with partial background information. Int. J. Mach. Learn. Cybern. 10 (5) (2019)
Chien-Liang Liu, Bin Xiao, Wen-Hoar Hsaio, Vincent S. Tseng
Epileptic Seizure Prediction With Multi-View Convolutional Neural Networks. IEEE Access 7 (2019)
En-Yu Hsu, Chien-Liang Liu, Vincent S. Tseng
Multivariate Time Series Early Classification with Interpretability Using Deep Learning and Attention Mechanism. PAKDD (3) (2019)
Chien-Liang Liu, Wen-Hoar Hsaio, Yao-Chung Tu
Time Series Classification With Multivariate Convolutional Neural Network. IEEE Trans. Ind. Electron. 66 (6) (2019)
Chien-Liang Liu, Wen-Hoar Hsaio, Che-Yuan Lin
Bayesian exploratory clustering with entropy Chinese restaurant process. Intell. Data Anal. 22 (3) (2018)
Chien-Liang Liu, Ruey-Shyang Soong, Wei-Chen Lee, De-Hsuan Chen, Shang Hwa Hsu
A predictive model for acute allograft rejection of liver transplantation. Expert Syst. Appl. 94 (2018)
Yi-Hsun Liu, Chien-Liang Liu, Shin-Mu Tseng
Deep Discriminative Features Learning and Sampling for Imbalanced Data Problem. ICDM (2018)
Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang
Locality Sensitive K-means Clustering. J. Inf. Sci. Eng. 34 (1) (2018)
Hiroki Karasawa, Chien-Liang Liu, Hayato Ohwada
Deep 3D Convolutional Neural Network Architectures for Alzheimer's Disease Diagnosis. ACIIDS (1) (2018)
Huai-Shuo Huang, Chien-Liang Liu, Vincent S. Tseng
Multivariate Time Series Early Classification Using Multi-Domain Deep Neural Network. DSAA (2018)
Chien-Liang Liu, Ying-Chuan Chen
Background music recommendation based on latent factors and moods. Knowl. Based Syst. 159 (2018)
Chien-Liang Liu, Wen-Hoar Hsaio, Bin Xiao, Chun-Yu Chen, Wei-Liang Wu
Maximum-margin sparse coding. Neurocomputing 238 (2017)
Wen-Hoar Hsaio, Chien-Liang Liu, Wei-Liang Wu
Locality-constrained max-margin sparse coding. Pattern Recognit. 65 (2017)
Chu-En Yu, Chien-Liang Liu, Hsin-Lung Hsieh
Hierarchical hypothesis structure for ensemble learning. ICNC-FSKD (2017)
Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang, Tzai-Min Jou
Nonparametric multi-assignment clustering. Intell. Data Anal. 21 (4) (2017)
Chien-Liang Liu, Xuan-Wei Wu
Fast recommendation on latent collaborative relations. Knowl. Based Syst. 109 (2016)
Chien-Liang Liu, Ching-Hsien Lee
Enhancing text classification with the Universum. ICNC-FSKD (2016)
Chien-Liang Liu, Xuan-Wei Wu
Large-scale recommender system with compact latent factor model. Expert Syst. Appl. 64 (2016)
Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Tao-Hsing Chang, Tsung-Hsun Kuo
Semi-Supervised Text Classification With Universum Learning. IEEE Trans. Cybern. 46 (2) (2016)
Chien-Liang Liu, Tsung-Hsun Tsai, Chia-Hoang Lee
Online chinese restaurant process. KDD (2014)
Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Fu-Sheng Gou
Semi-Supervised Linear Discriminant Clustering. IEEE Trans. Cybern. 44 (7) (2014)
Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Hsiao-Cheng Chi
An HMM-Based Algorithm for Content Ranking and Coherence-Feature Extraction. IEEE Trans. Syst. Man Cybern. Syst. 43 (2) (2013)
Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Chun-Hsien Chen
Clustering tagged documents with labeled and unlabeled documents. Inf. Process. Manag. 49 (3) (2013)
Chien-Liang Liu, Tao-Hsing Chang, Hsuan-Hsun Li
Clustering documents with labeled and unlabeled documents using fuzzy semi-Kmeans. Fuzzy Sets Syst. 221 (2013)
Chien-Liang Liu, Chia-Hoang Lee, Bo-Yuan Ding
Intelligent computer assisted blog writing system. Expert Syst. Appl. 39 (4) (2012)
Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Gen-Chi Lu, Emery Jou
Movie Rating and Review Summarization in Mobile Environment. IEEE Trans. Syst. Man Cybern. Part C 42 (3) (2012)
Chien-Liang Liu, Chia-Hoang Lee, Ssu-Han Yu, Chih-Wei Chen
Computer assisted writing system. Expert Syst. Appl. 38 (1) (2011)
Chia-Hoang Lee, Chien-Liang Liu, Yi-An Chen, Ying-Sheng Chen
Painting in the air with Wii Remote. Expert Syst. Appl. 38 (12) (2011)
Tao-Hsing Chang, Chia-Bin Chou, Shou-Yen Su, Chien-Liang Liu
應用詞彙、語法與語料規則於中文手寫句辨識之校正模組 (Revision for Recognizing Chinese Handwritten Sentences Based on Lexical, Syntactical and Corpus Rules) [In Chinese]. ROCLING (Posters) (2011)
Chien-Liang Liu, Chia-Hoang Lee, Ping-Min Lin
A fall detection system using k-nearest neighbor classifier. Expert Syst. Appl. 37 (10) (2010)
Chien-Liang Liu, Emery Jou, Chia-Hoang Lee
Analysis and prediction of trajectories using Bayesian network. ICNC (2010)
Yen-Yu Chen, Chien-Liang Liu, Chia-Hoang Lee, Tao-Hsing Chang
An Unsupervised Automated Essay Scoring System. IEEE Intell. Syst. 25 (5) (2010)
Tee-Ann Teo, Liang-Chien Chen, Chien-Liang Liu, Yi-Chung Tung, Wan-Yu Wu
DEM-Aided Block Adjustment for Satellite Images With Weak Convergence Geometry. IEEE Trans. Geosci. Remote. Sens. 48 (4-2) (2010)
Wei-Feng Tung, Chien-Liang Liu
Community-Based Social Network Service for Travel Blog Sharing. ITNG (2010)
Chien-Liang Liu, Chia-Hoang Lee
Simplify Multi-valued Decision Trees. ISICA (2008)
Huei-Wen Ferng, Chien-Liang Liu
Design of a Joint Defense System for Mobile Ad Hoc Networks. VTC Spring (2006)
Liang-Chien Chen, Tee-Ann Teo, Chien-Liang Liu
Rigorous georeferencing for Formosat-2 satellite images by least squares collocation. IGARSS (2005)
Ruei-Yan Chen, Shian-Shyong Tseng, Chien-Liang Liu, Chun-Yen Chang, Chang-Sheng Chen
Learning Sequences Construction Using Ontology and Rules. ICCE (2005)
Chien-Liang Liu, Shian-Shyong Tseng, Chang-Sheng Chen
Design and implementation of an intelligent DNS management system. Expert Syst. Appl. 27 (2) (2004)
Chang-Sheng Chen, Shian-Shyong Tseng, Chien-Liang Liu
A unifying framework for intelligent DNS management. Int. J. Hum. Comput. Stud. 58 (4) (2003)
Chang-Sheng Chen, Shian-Shyong Tseng, Chien-Liang Liu
A Distributed Intrusion Detection Model for the Domain Name System. J. Inf. Sci. Eng. 18 (6) (2002)
Taewhan Kim, Ki-Seok Chung, Chien-Liang Liu
A Static Estimation Technique of Power Sensitivity in Logic Circuits. DAC (2001)
Chun-Gi Lyuh, Taewhan Kim, Chien-Liang Liu
An Integrated Data Path Optimization for Low Power Based on Network Flow Method. ICCAD (2001)
Ki-Seok Chung, Taewhan Kim, Chien-Liang Liu
Behavioral-level partitioning for low power design in control-dominated application. ACM Great Lakes Symposium on VLSI (2000)
Unni Narayanan, Hon Wai Leong, Ki-Seok Chung, Chien-Liang Liu
Low power multiplexer decomposition. ISLPED (1997)
Taewhan Kim, Ki-Seok Chung, Chien-Liang Liu
A Stepwise Refinement Data Path Synthesis Procedure for Easy Testability. EDAC-ETC-EUROASIC (1994)