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2020 – today
- 2024
[j41]Chien-Liang Liu
, Huan-Ci Su:
Temporal learning in predictive health management using channel-spatial attention-based deep neural networks. Adv. Eng. Informatics 62: 102604 (2024)- [j40]Chien-Liang Liu, Po-Tsung Huang:
DualDomain-AttenNet: Synergizing time-frequency analysis and attention mechanisms for Motor Imagery BCI enhancement. Adv. Eng. Informatics 62: 102697 (2024) - [j39]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: 108244 (2024) - [j38]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) - [j37]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): 8662-8672 (2024) - 2023
- [j36]Chun-Han Lin, Chien-Liang Liu:
Prediction of Blood Glucose Concentration Based on OptiScanner and XGBoost in ICU. IEEE Access 11: 116524-116533 (2023) - [j35]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): 6792-6804 (2023) - [j34]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): 6836-6848 (2023) - [c24]Chien-Liang Liu, Hung-Yu Kao:
CopyCAT: Masking Strategy Conscious Augmented Text for Machine Generated Text Detection. PAKDD (1) 2023: 367-379 - 2022
- [j33]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: 101547 (2022) - [j32]Chien-Liang Liu, Yu-Hua Chang:
Learning From Imbalanced Data With Deep Density Hybrid Sampling. IEEE Trans. Syst. Man Cybern. Syst. 52(11): 7065-7077 (2022) - [c23]Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio:
Semantic Cross Attention for Few-shot Learning. ACML 2022: 1165-1180 - [c22]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: 1126-1130 - [i2]Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio:
Semantic Cross Attention for Few-shot Learning. CoRR abs/2210.06311 (2022) - 2021
- [j31]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: 101428 (2021) - 2020
- [j30]Chien-Liang Liu, Qing-Hong Chen:
Metric-Based Semi-Supervised Regression. IEEE Access 8: 30001-30011 (2020) - [j29]Chien-Liang Liu, Chuan-Chin Chang, Chun-Jan Tseng:
Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems. IEEE Access 8: 71752-71762 (2020) - [j28]Chien-Liang Liu, Po-Yen Hsieh:
Model-Based Synthetic Sampling for Imbalanced Data. IEEE Trans. Knowl. Data Eng. 32(8): 1543-1556 (2020) - [c21]Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio:
Proxy Network for Few Shot Learning. ACML 2020: 657-672 - [i1]Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio:
Proxy Network for Few Shot Learning. CoRR abs/2009.04292 (2020)
2010 – 2019
- 2019
- [j27]Chien-Liang Liu, Bin Xiao, Wen-Hoar Hsaio, Vincent S. Tseng:
Epileptic Seizure Prediction With Multi-View Convolutional Neural Networks. IEEE Access 7: 170352-170361 (2019) - [j26]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): 1123-1138 (2019) - [j25]Chien-Liang Liu, Wen-Hoar Hsaio, Yao-Chung Tu:
Time Series Classification With Multivariate Convolutional Neural Network. IEEE Trans. Ind. Electron. 66(6): 4788-4797 (2019) - [c20]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: 1-4 - [c19]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: 541-553 - 2018
- [j24]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: 228-236 (2018) - [j23]Chien-Liang Liu, Wen-Hoar Hsaio, Che-Yuan Lin:
Bayesian exploratory clustering with entropy Chinese restaurant process. Intell. Data Anal. 22(3): 551-568 (2018) - [j22]Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang:
Locality Sensitive K-means Clustering. J. Inf. Sci. Eng. 34(1): 289-305 (2018) - [j21]Chien-Liang Liu, Ying-Chuan Chen:
Background music recommendation based on latent factors and moods. Knowl. Based Syst. 159: 158-170 (2018) - [c18]Hiroki Karasawa, Chien-Liang Liu, Hayato Ohwada:
Deep 3D Convolutional Neural Network Architectures for Alzheimer's Disease Diagnosis. ACIIDS (1) 2018: 287-296 - [c17]Huai-Shuo Huang, Chien-Liang Liu, Vincent S. Tseng:
Multivariate Time Series Early Classification Using Multi-Domain Deep Neural Network. DSAA 2018: 90-98 - [c16]Yi-Hsun Liu, Chien-Liang Liu, Shin-Mu Tseng:
Deep Discriminative Features Learning and Sampling for Imbalanced Data Problem. ICDM 2018: 1146-1151 - 2017
- [j20]Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang, Tzai-Min Jou:
Nonparametric multi-assignment clustering. Intell. Data Anal. 21(4): 893-911 (2017) - [j19]Chien-Liang Liu, Wen-Hoar Hsaio, Bin Xiao, Chun-Yu Chen, Wei-Liang Wu:
Maximum-margin sparse coding. Neurocomputing 238: 340-350 (2017) - [j18]Wen-Hoar Hsaio, Chien-Liang Liu, Wei-Liang Wu:
Locality-constrained max-margin sparse coding. Pattern Recognit. 65: 285-295 (2017) - [c15]Chu-En Yu, Chien-Liang Liu, Hsin-Lung Hsieh:
Hierarchical hypothesis structure for ensemble learning. ICNC-FSKD 2017: 1827-1832 - 2016
- [j17]Chien-Liang Liu, Xuan-Wei Wu:
Large-scale recommender system with compact latent factor model. Expert Syst. Appl. 64: 467-475 (2016) - [j16]Chien-Liang Liu, Xuan-Wei Wu:
Fast recommendation on latent collaborative relations. Knowl. Based Syst. 109: 25-34 (2016) - [j15]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): 462-473 (2016) - [c14]Chien-Liang Liu, Ching-Hsien Lee:
Enhancing text classification with the Universum. ICNC-FSKD 2016: 1147-1153 - 2014
- [j14]Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Fu-Sheng Gou:
Semi-Supervised Linear Discriminant Clustering. IEEE Trans. Cybern. 44(7): 989-1000 (2014) - [c13]Chien-Liang Liu, Tsung-Hsun Tsai, Chia-Hoang Lee:
Online chinese restaurant process. KDD 2014: 591-600 - 2013
- [j13]Chien-Liang Liu, Tao-Hsing Chang, Hsuan-Hsun Li:
Clustering documents with labeled and unlabeled documents using fuzzy semi-Kmeans. Fuzzy Sets Syst. 221: 48-64 (2013) - [j12]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): 596-606 (2013) - [j11]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): 440-450 (2013) - 2012
- [j10]Chien-Liang Liu, Chia-Hoang Lee, Bo-Yuan Ding:
Intelligent computer assisted blog writing system. Expert Syst. Appl. 39(4): 4496-4504 (2012) - [j9]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): 397-407 (2012) - 2011
- [j8]Chien-Liang Liu, Chia-Hoang Lee, Ssu-Han Yu, Chih-Wei Chen:
Computer assisted writing system. Expert Syst. Appl. 38(1): 804-811 (2011) - [j7]Chia-Hoang Lee, Chien-Liang Liu, Yi-An Chen, Ying-Sheng Chen:
Painting in the air with Wii Remote. Expert Syst. Appl. 38(12): 14668-14678 (2011) - [c12]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: 227-239 - 2010
- [j6]Chien-Liang Liu, Chia-Hoang Lee, Ping-Min Lin:
A fall detection system using k-nearest neighbor classifier. Expert Syst. Appl. 37(10): 7174-7181 (2010) - [j5]Yen-Yu Chen, Chien-Liang Liu, Chia-Hoang Lee, Tao-Hsing Chang:
An Unsupervised Automated Essay Scoring System. IEEE Intell. Syst. 25(5): 61-67 (2010) - [j4]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): 1907-1918 (2010) - [c11]Chien-Liang Liu, Emery Jou, Chia-Hoang Lee:
Analysis and prediction of trajectories using Bayesian network. ICNC 2010: 3808-3812 - [c10]Wei-Feng Tung, Chien-Liang Liu:
Community-Based Social Network Service for Travel Blog Sharing. ITNG 2010: 580-585
2000 – 2009
- 2008
- [c9]Chien-Liang Liu, Chia-Hoang Lee:
Simplify Multi-valued Decision Trees. ISICA 2008: 581-590 - 2006
- [c8]Huei-Wen Ferng, Chien-Liang Liu:
Design of a Joint Defense System for Mobile Ad Hoc Networks. VTC Spring 2006: 742-746 - 2005
- [c7]Ruei-Yan Chen, Shian-Shyong Tseng, Chien-Liang Liu, Chun-Yen Chang, Chang-Sheng Chen:
Learning Sequences Construction Using Ontology and Rules. ICCE 2005: 865-870 - [c6]Liang-Chien Chen, Tee-Ann Teo, Chien-Liang Liu:
Rigorous georeferencing for Formosat-2 satellite images by least squares collocation. IGARSS 2005: 3526-3529 - 2004
- [j3]Chien-Liang Liu, Shian-Shyong Tseng, Chang-Sheng Chen:
Design and implementation of an intelligent DNS management system. Expert Syst. Appl. 27(2): 223-236 (2004) - 2003
- [j2]Chang-Sheng Chen, Shian-Shyong Tseng, Chien-Liang Liu:
A unifying framework for intelligent DNS management. Int. J. Hum. Comput. Stud. 58(4): 415-445 (2003) - 2002
- [j1]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): 999-1009 (2002) - 2001
- [c5]Taewhan Kim, Ki-Seok Chung, Chien-Liang Liu:
A Static Estimation Technique of Power Sensitivity in Logic Circuits. DAC 2001: 215-219 - [c4]Chun-Gi Lyuh, Taewhan Kim, Chien-Liang Liu:
An Integrated Data Path Optimization for Low Power Based on Network Flow Method. ICCAD 2001: 553-559 - 2000
- [c3]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: 156-161
1990 – 1999
- 1997
- [c2]Unni Narayanan, Hon Wai Leong, Ki-Seok Chung, Chien-Liang Liu:
Low power multiplexer decomposition. ISLPED 1997: 269-274 - 1994
- [c1]Taewhan Kim, Ki-Seok Chung, Chien-Liang Liu:
A Stepwise Refinement Data Path Synthesis Procedure for Easy Testability. EDAC-ETC-EUROASIC 1994: 586-590
Coauthor Index
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