Chien-Liang Liu

According to our database, Chien-Liang Liu authored at least 60 papers between 1994 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Dynamic Parallel Machine Scheduling With Deep Q-Network.

Chien-Liang Liu, Chun-Jan Tseng, Tzu-Hsuan Huang, Jhih-Wun Wang

IEEE Trans. Syst. Man Cybern. Syst., November, 2023

Dynamic Job-Shop Scheduling Problems Using Graph Neural Network and Deep Reinforcement Learning.

Chien-Liang Liu, Tzu-Hsuan Huang

IEEE Trans. Syst. Man Cybern. Syst., November, 2023

Prediction of Blood Glucose Concentration Based on OptiScanner and XGBoost in ICU.

Chun-Han Lin, Chien-Liang Liu

IEEE Access, 2023

CopyCAT: Masking Strategy Conscious Augmented Text for Machine Generated Text Detection.

Chien-Liang Liu, Hung-Yu Kao

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2022

Learning From Imbalanced Data With Deep Density Hybrid Sampling.

Chien-Liang Liu, Yu-Hua Chang

IEEE Trans. Syst. Man Cybern. Syst., 2022

Design and management of digital transformations for value creation.

Ching-Hung Lee, Amy J. C. Trappey, Chien-Liang Liu, John P. T. Mo, Kevin C. Desouza

Adv. Eng. Informatics, 2022

Contrastive Heartbeats: Contrastive Learning for Self-Supervised ECG Representation and Phenotyping.

Crystal T. Wei, Ming-En Hsieh, Chien-Liang Liu, Vincent S. Tseng

Proceedings of the IEEE International Conference on Acoustics, 2022

Semantic Cross Attention for Few-shot Learning.

Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio

Proceedings of the Asian Conference on Machine Learning, 2022

2021

Understanding digital transformation in advanced manufacturing and engineering: A bibliometric analysis, topic modeling and research trend discovery.

Ching-Hung Lee, Chien-Liang Liu, Amy J. C. Trappey, John P. T. Mo, Kevin C. Desouza

Adv. Eng. Informatics, 2021

2020

Model-Based Synthetic Sampling for Imbalanced Data.

Chien-Liang Liu, Po-Yen Hsieh

IEEE Trans. Knowl. Data Eng., 2020

Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems.

Chien-Liang Liu, Chuan-Chin Chang, Chun-Jan Tseng

IEEE Access, 2020

Metric-Based Semi-Supervised Regression.

Chien-Liang Liu, Qing-Hong Chen

IEEE Access, 2020

Proxy Network for Few Shot Learning.

Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio

Proceedings of The 12th Asian Conference on Machine Learning, 2020

2019

Time Series Classification With Multivariate Convolutional Neural Network.

Chien-Liang Liu, Wen-Hoar Hsaio, Yao-Chung Tu

IEEE Trans. Ind. Electron., 2019

Clustering data with partial background information.

Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang, Hsuan-Hsun Li

Int. J. Mach. Learn. Cybern., 2019

Epileptic Seizure Prediction With Multi-View Convolutional Neural Networks.

Chien-Liang Liu, Bin Xiao, Wen-Hoar Hsaio, Vincent S. Tseng

IEEE Access, 2019

Multivariate Time Series Early Classification with Interpretability Using Deep Learning and Attention Mechanism.

En-Yu Hsu, Chien-Liang Liu, Vincent S. Tseng

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Large-scale Classification of 12-lead ECG with Deep Learning.

Yu-Jhen Chen, Chien-Liang Liu, Vincent S. Tseng, Yu-Feng Hu, Shih-Ann Chen

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

Background music recommendation based on latent factors and moods.

Chien-Liang Liu, Ying-Chuan Chen

Knowl. Based Syst., 2018

Locality Sensitive K-means Clustering.

Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang

J. Inf. Sci. Eng., 2018

Bayesian exploratory clustering with entropy Chinese restaurant process.

Chien-Liang Liu, Wen-Hoar Hsaio, Che-Yuan Lin

Intell. Data Anal., 2018

A predictive model for acute allograft rejection of liver transplantation.

Chien-Liang Liu, Ruey-Shyang Soong, Wei-Chen Lee, De-Hsuan Chen, Shang Hwa Hsu

Expert Syst. Appl., 2018

Deep Discriminative Features Learning and Sampling for Imbalanced Data Problem.

Yi-Hsun Liu, Chien-Liang Liu, Shin-Mu Tseng

Proceedings of the IEEE International Conference on Data Mining, 2018

Multivariate Time Series Early Classification Using Multi-Domain Deep Neural Network.

Huai-Shuo Huang, Chien-Liang Liu, Vincent S. Tseng

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Deep 3D Convolutional Neural Network Architectures for Alzheimer's Disease Diagnosis.

Hiroki Karasawa, Chien-Liang Liu, Hayato Ohwada

Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

2017

Locality-constrained max-margin sparse coding.

Wen-Hoar Hsaio, Chien-Liang Liu, Wei-Liang Wu

Pattern Recognit., 2017

Maximum-margin sparse coding.

Chien-Liang Liu, Wen-Hoar Hsaio, Bin Xiao, Chun-Yu Chen, Wei-Liang Wu

Neurocomputing, 2017

Nonparametric multi-assignment clustering.

Chien-Liang Liu, Wen-Hoar Hsaio, Tao-Hsing Chang, Tzai-Min Jou

Intell. Data Anal., 2017

Hierarchical hypothesis structure for ensemble learning.

Chu-En Yu, Chien-Liang Liu, Hsin-Lung Hsieh

Proceedings of the 13th International Conference on Natural Computation, 2017

2016

Semi-Supervised Text Classification With Universum Learning.

Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Tao-Hsing Chang, Tsung-Hsun Kuo

IEEE Trans. Cybern., 2016

Fast recommendation on latent collaborative relations.

Chien-Liang Liu, Xuan-Wei Wu

Knowl. Based Syst., 2016

Large-scale recommender system with compact latent factor model.

Chien-Liang Liu, Xuan-Wei Wu

Expert Syst. Appl., 2016

Enhancing text classification with the Universum.

Chien-Liang Liu, Ching-Hsien Lee

Proceedings of the 12th International Conference on Natural Computation, 2016

2014

Semi-Supervised Linear Discriminant Clustering.

Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Fu-Sheng Gou

IEEE Trans. Cybern., 2014

Online chinese restaurant process.

Chien-Liang Liu, Tsung-Hsun Tsai, Chia-Hoang Lee

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

An HMM-Based Algorithm for Content Ranking and Coherence-Feature Extraction.

Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Hsiao-Cheng Chi

IEEE Trans. Syst. Man Cybern. Syst., 2013

Clustering tagged documents with labeled and unlabeled documents.

Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Chun-Hsien Chen

Inf. Process. Manag., 2013

Clustering documents with labeled and unlabeled documents using fuzzy semi-Kmeans.

Chien-Liang Liu, Tao-Hsing Chang, Hsuan-Hsun Li

Fuzzy Sets Syst., 2013

2012

Movie Rating and Review Summarization in Mobile Environment.

Chien-Liang Liu, Wen-Hoar Hsaio, Chia-Hoang Lee, Gen-Chi Lu, Emery Jou

IEEE Trans. Syst. Man Cybern. Part C, 2012

Intelligent computer assisted blog writing system.

Chien-Liang Liu, Chia-Hoang Lee, Bo-Yuan Ding

Expert Syst. Appl., 2012

2011

Computer assisted writing system.

Chien-Liang Liu, Chia-Hoang Lee, Ssu-Han Yu, Chih-Wei Chen

Expert Syst. Appl., 2011

Painting in the air with Wii Remote.

Chia-Hoang Lee, Chien-Liang Liu, Yi-An Chen, Ying-Sheng Chen

Expert Syst. Appl., 2011

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].

Tao-Hsing Chang, Chia-Bin Chou, Shou-Yen Su, Chien-Liang Liu

Proceedings of the Poster Proceedings of the 23rd Conference on Computational Linguistics and Speech Processing, 2011

2010

DEM-Aided Block Adjustment for Satellite Images With Weak Convergence Geometry.

Tee-Ann Teo, Liang-Chien Chen, Chien-Liang Liu, Yi-Chung Tung, Wan-Yu Wu

IEEE Trans. Geosci. Remote. Sens., 2010

An Unsupervised Automated Essay Scoring System.

Yen-Yu Chen, Chien-Liang Liu, Chia-Hoang Lee, Tao-Hsing Chang

IEEE Intell. Syst., 2010

A fall detection system using k-nearest neighbor classifier.

Chien-Liang Liu, Chia-Hoang Lee, Ping-Min Lin

Expert Syst. Appl., 2010

Community-Based Social Network Service for Travel Blog Sharing.

Wei-Feng Tung, Chien-Liang Liu

Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010

Analysis and prediction of trajectories using Bayesian network.

Chien-Liang Liu, Emery Jou, Chia-Hoang Lee

Proceedings of the Sixth International Conference on Natural Computation, 2010

2008

Simplify Multi-valued Decision Trees.

Chien-Liang Liu, Chia-Hoang Lee

Proceedings of the Advances in Computation and Intelligence, Third International Symposium, 2008

2006

Design of a Joint Defense System for Mobile Ad Hoc Networks.

Huei-Wen Ferng, Chien-Liang Liu

Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

2005

Rigorous georeferencing for Formosat-2 satellite images by least squares collocation.

Liang-Chien Chen, Tee-Ann Teo, Chien-Liang Liu

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Learning Sequences Construction Using Ontology and Rules.

Ruei-Yan Chen, Shian-Shyong Tseng, Chien-Liang Liu, Chun-Yen Chang, Chang-Sheng Chen

Proceedings of the Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences, 2005

2004

Design and implementation of an intelligent DNS management system.

Chien-Liang Liu, Shian-Shyong Tseng, Chang-Sheng Chen

Expert Syst. Appl., 2004

2003

A unifying framework for intelligent DNS management.

Chang-Sheng Chen, Shian-Shyong Tseng, Chien-Liang Liu

Int. J. Hum. Comput. Stud., 2003

2002

A Distributed Intrusion Detection Model for the Domain Name System.

Chang-Sheng Chen, Shian-Shyong Tseng, Chien-Liang Liu

J. Inf. Sci. Eng., 2002

2001

An Integrated Data Path Optimization for Low Power Based on Network Flow Method.

Chun-Gi Lyuh, Taewhan Kim, Chien-Liang Liu

Proceedings of the 2001 IEEE/ACM International Conference on Computer-Aided Design, 2001

A Static Estimation Technique of Power Sensitivity in Logic Circuits.

Taewhan Kim, Ki-Seok Chung, Chien-Liang Liu

Proceedings of the 38th Design Automation Conference, 2001

2000

Behavioral-level partitioning for low power design in control-dominated application.

Ki-Seok Chung, Taewhan Kim, Chien-Liang Liu

Proceedings of the 10th ACM Great Lakes Symposium on VLSI 2000, 2000

1997

Low power multiplexer decomposition.

Unni Narayanan, Hon Wai Leong, Ki-Seok Chung, Chien-Liang Liu

Proceedings of the 1997 International Symposium on Low Power Electronics and Design, 1997

1994

A Stepwise Refinement Data Path Synthesis Procedure for Easy Testability.

Taewhan Kim, Ki-Seok Chung, Chien-Liang Liu

Proceedings of the EDAC - The European Conference on Design Automation, ETC - European Test Conference, EUROASIC - The European Event in ASIC Design, Proceedings, February 28, 1994