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K. Robert Lai

Kuo-Hua Robert Lai

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affiliation: Yuan Ze University, Department of Computer Science and Engineering, Taoyuan City, Taiwan

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2020 – today

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2020
[j41]
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Jheng-Long Wu, Yuanye He, Liang-Chih Yu, K. Robert Lai:
Identifying Emotion Labels From Psychiatric Social Texts Using a Bi-Directional LSTM-CNN Model. IEEE Access 8: 66638-66646 (2020)
[j40]
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Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang:
Pipelined Neural Networks for Phrase-Level Sentiment Intensity Prediction. IEEE Trans. Affect. Comput. 11(3): 447-458 (2020)
[j39]
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Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang:
Tree-Structured Regional CNN-LSTM Model for Dimensional Sentiment Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 28: 581-591 (2020)
[j38]
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Jia-Li Yin, Bo-Hao Chen, Kuo-Hua Robert Lai:
Driver Danger-Level Monitoring System Using Multi-Sourced Big Driving Data. IEEE Trans. Intell. Transp. Syst. 21(12): 5271-5282 (2020)

2010 – 2019

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2019
[j37]
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Lin Li, K. Robert Lai, Shunzhi Zhu:
Data-Driven Behavior-Based Negotiation Model for Cyber-Physical-Social Systems. IEEE Access 7: 83319-83331 (2019)
[j36]
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Jheng-Long Wu, Xiang Xiao, Liang-Chih Yu, ShaoZhen Ye, K. Robert Lai:
Using an analogical reasoning framework to infer language patterns for negative life events. BMC Medical Informatics Decis. Mak. 19(1): 173:1-173:12 (2019)
[c53]
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Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang:
Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis. EMNLP/IJCNLP (1) 2019: 3430-3435
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Van Lam Ho, K. Robert Lai:
A Fast Filtering Algorithm for Continuous Constraint Satisfaction Problems. RIVF 2019: 1-6
2018
[j35]
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Chih-Yueh Chou, Shu-Fen Tseng, Cheng-Jhang Wang, Po-Yao Chao, Zhi-Hong Chen, K. Robert Lai, Chien-Lung Chan, Liang-Chih Yu:
Learning analytics on graduates' academic records to reflect on a competency-based curriculum. Comput. Appl. Eng. Educ. 26(6): 2168-2182 (2018)
[j34]
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Chih-Yueh Chou, K. Robert Lai, Po-Yao Chao, Shu-Fen Tseng, Ting-Yi Liao:
A negotiation-based adaptive learning system for regulating help-seeking behaviors. Comput. Educ. 126: 115-128 (2018)
[j33]
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Lin Li, Chee Shin Yeo, Chia-Yu Hsu, Liang-Chih Yu, K. Robert Lai:
Agent-based fuzzy constraint-directed negotiation for service level agreements in cloud computing. Clust. Comput. 21(2): 1349-1363 (2018)
[j32]
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Po-Yao Chao, K. Robert Lai, Chen-Chung Liu, Hung-Ming Lin:
Strengthening Social Networks in Online Discussion Forums to Facilitate Help Seeking for Solving Problems. J. Educ. Technol. Soc. 21(4): 39-50 (2018)
[j31]
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Liang-Chih Yu, Cheng-Wei Lee, H. I. Pan, Chih-Yueh Chou, Po-Yao Chao, Z. H. Chen, S. F. Tseng, Chien-Lung Chan, K. Robert Lai:
Improving early prediction of academic failure using sentiment analysis on self-evaluated comments. J. Comput. Assist. Learn. 34(4): 358-365 (2018)
[j30]
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Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang:
Refining Word Embeddings Using Intensity Scores for Sentiment Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 26(3): 671-681 (2018)
[c51]
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Hsien-Wei Ting, Chien-Lung Chan, Dachen Chu, K. Robert Lai, Nan-Ping Yang, Chun-Chih Liao, Ting-Ying Chien, Ren-Hao Pan:
The Epidemiology and Cost of Hospital-Treated Traumatic Brain Injuries: a 10-Year Nationwide Survey in Taiwan. ICMHI 2018: 76-82
2017
[j29]
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Kai-Yao Huang, Tzu-Hao Chang, Jhih-Hua Jhong, Yu-Hsiang Chi, Wen-Chi Li, Chien-Lung Chan, K. Robert Lai, Tzong-Yi Lee:
Identification of natural antimicrobial peptides from bacteria through metagenomic and metatranscriptomic analysis of high-throughput transcriptome data of Taiwanese oolong teas. BMC Syst. Biol. 11(S-7): 29-44 (2017)
[j28]
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Hsien-Wei Ting, Chien-Lung Chan, Ren-Hao Pan, K. Robert Lai, Ting-Ying Chien:
Use of Information Technologies to Explore Correlations between Climatic Factors and Spontaneous Intracerebral Hemorrhage in Different Age Groups. J. Comput. Sci. Eng. 11(4): 142-151 (2017)
[j27]
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Van-Nui Nguyen, Kai-Yao Huang, Chien-Hsun Huang, K. Robert Lai, Tzong-Yi Lee:
A New Scheme to Characterize and Identify Protein Ubiquitination Sites. IEEE ACM Trans. Comput. Biol. Bioinform. 14(2): 393-403 (2017)
[j26]
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Chih-Yueh Chou, Shu-Fen Tseng, Wen-Chieh Chih, Zhi-Hong Chen, Po-Yao Chao, K. Robert Lai, Chien-Lung Chan, Liang-Chih Yu, Yi-Lung Lin:
Open Student Models of Core Competencies at the Curriculum Level: Using Learning Analytics for Student Reflection. IEEE Trans. Emerg. Top. Comput. 5(1): 32-44 (2017)
[c50]
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Jun-Lin Lin, Zhi-Qiang Peng, K. Robert Lai:
Improving Pavement Anomaly Detection Using Backward Feature Elimination. BIS 2017: 341-349
[c49]
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Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang:
Refining Word Embeddings for Sentiment Analysis. EMNLP 2017: 534-539
[c48]
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Shuying Lin, Huosheng Xie, Liang-Chih Yu, K. Robert Lai:
SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model. IJCNLP (Shared Tasks) 2017: 149-154
[c47]
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Xiang Xiao, ShaoZhen Ye, Liang-Chih Yu, K. Robert Lai:
應用詞向量於語言樣式探勘之研究 (Mining Language Patterns Using Word Embeddings) [In Chinese]. ROCLING 2017: 230-243
[c46]
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Yuanye He, Liang-Chih Yu, K. Robert Lai, Weiyi Liu:
YZU-NLP at EmoInt-2017: Determining Emotion Intensity Using a Bi-directional LSTM-CNN Model. WASSA@EMNLP 2017: 238-242
2016
[j25]
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Chia-Yu Hsu, Bo-Ruei Kao, Van Lam Ho, Lin Li, K. Robert Lai:
An agent-based fuzzy constraint-directed negotiation model for solving supply chain planning and scheduling problems. Appl. Soft Comput. 48: 703-715 (2016)
[j24]
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Van-Nui Nguyen, Kai-Yao Huang, Julia Tzu-Ya Weng, K. Robert Lai, Tzong-Yi Lee:
UbiNet: an online resource for exploring the functional associations and regulatory networks of protein ubiquitylation. Database J. Biol. Databases Curation 2016 (2016)
[j23]
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Chia-Yu Hsu, Bo-Ruei Kao, Van Lam Ho, K. Robert Lai:
Agent-based fuzzy constraint-directed negotiation mechanism for distributed job shop scheduling. Eng. Appl. Artif. Intell. 53: 140-154 (2016)
[j22]
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Bo-Hao Chen, Andrey Kopylov, Shih-Chia Huang, Oleg Seredin, Roman Karpov, Sy-Yen Kuo, K. Robert Lai, Tan-Hsu Tan, Munkhjargal Gochoo, Damdinsuren Bayanduuren, Cihun-Siyong Alex Gong, Patrick C. K. Hung:
Improved global motion estimation via motion vector clustering for video stabilization. Eng. Appl. Artif. Intell. 54: 39-48 (2016)
[j21]
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Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang:
Locally weighted linear regression for cross-lingual valence-arousal prediction of affective words. Neurocomputing 194: 271-278 (2016)
[j20]
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Shu-Fen Tseng, Yen-Wei Tsao, Liang-Chih Yu, Chien-Lung Chan, K. Robert Lai:
Who will pass? Analyzing learner behaviors in MOOCs. Res. Pract. Technol. Enhanc. Learn. 11(1): 8 (2016)
[j19]
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Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang:
Community-Based Weighted Graph Model for Valence-Arousal Prediction of Affective Words. IEEE ACM Trans. Audio Speech Lang. Process. 24(11): 1957-1968 (2016)
[c45]
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Jin Wang, Liang-Chih Yu, K. Robert Lai, Xuejie Zhang:
Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model. ACL (2) 2016
[c44]
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  - conf/naacl/YuLHWHHLZ16
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Liang-Chih Yu, Lung-Hao Lee, Shuai Hao, Jin Wang, Yunchao He, Jun Hu, K. Robert Lai, Xuejie Zhang:
Building Chinese Affective Resources in Valence-Arousal Dimensions. HLT-NAACL 2016: 540-545
[c43]
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  - conf/semeval/HeYYLL16
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Yunchao He, Liang-Chih Yu, Chin-Sheng Yang, K. Robert Lai, Weiyi Liu:
YZU-NLP Team at SemEval-2016 Task 4: Ordinal Sentiment Classification Using a Recurrent Convolutional Network. SemEval@NAACL-HLT 2016: 251-255
2015
[j18]
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Van-Nui Nguyen, Kai-Yao Huang, Chien-Hsun Huang, Tzu-Hao Chang, Neil Arvin Bretaña, K. Robert Lai, Julia Weng, Tzong-Yi Lee:
Characterization and identification of ubiquitin conjugation sites with E3 ligase recognition specificities. BMC Bioinform. 16(S-1): S1 (2015)
[j17]
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Chih-Yueh Chou, K. Robert Lai, Po-Yao Chao, Chung Hsien Lan, Tsung-Hsin Chen:
Negotiation based adaptive learning sequences: Combining adaptivity and adaptability. Comput. Educ. 88: 215-226 (2015)
[c42]
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Jin Wang, K. Robert Lai, Liang-Chih Yu, Xuejie Zhang:
A locally weighted method to improve linear regression for lexical-based valence-arousal prediction. ACII 2015: 415-420
[c41]
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Liang-Chih Yu, Jin Wang, K. Robert Lai, Xuejie Zhang:
Predicting Valence-Arousal Ratings of Words Using a Weighted Graph Method. ACL (2) 2015: 788-793
[c40]
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  - conf/dsaa/PanTLCLL15
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Ren-Hao Pan, Lin-Yu Tseng, I-En Liao, Chien-Lung Chan, K. Robert Lai, Kai-Biao Lin:
Design of an NGS MicroRNA predictor using multilayer hierarchical MapReduce framework. DSAA 2015: 1-8
[c39]
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Chung Cheng Tseng, Po-Yao Chao, K. Robert Lai:
An Analysis of Goal Orientation Pattern and Self-Efficacy for Explanation of Programming Plans. ICALT 2015: 76-77
2014
[c38]
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Liang-Chih Yu, K. Robert Lai:
Analysis of modifier structure for emotion expressions. APSIPA 2014: 1-3
2013
[j16]
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  - journals/jocnet/HwangNTL13
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I-Shyan Hwang, AliAkbar Nikoukar, Chin-Hung Teng, K. Robert Lai:
Scalable Architecture for VOD Service Enhancement Based on a Cache Scheme in an Ethernet Passive Optical Network. JOCN 5(4): 271-282 (2013)
[j15]
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Jhong-Yue Lee, I-Shyan Hwang, Andrew Tanny Liem, K. Robert Lai, AliAkbar Nikoukar:
Genetic expression programming: a new approach for QoS traffic prediction in EPONs. Photonic Netw. Commun. 25(3): 156-165 (2013)
[j14]
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Bo-Ruei Kao, Nguyen Ngoc Tu, I-Shyan Hwang, K. Robert Lai:
Auction-Based Bandwidth Allocation in Multi-Hop Wireless Ad Hoc Networks. Wirel. Pers. Commun. 71(2): 929-945 (2013)
[c37]
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Chung Cheng Tseng, Po-Yao Chao, K. Robert Lai:
An Operational Concept Map to Facilitate Physics Problem Solving. ICALT 2013: 110-111
2012
[j13]
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I-Shyan Hwang, Jhong-Yue Lee, K. Robert Lai, Andrew Tanny Liem:
Generic QoS-Aware Interleaved Dynamic Bandwidth Allocation in Scalable EPONs. JOCN 4(2): 99-107 (2012)
[c36]
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  - conf/digitel/LaiL12
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K. Robert Lai, Chung Hsien Lan:
Learning through Agent Negotiation: A Conceptual Framework. DIGITEL 2012: 138-140
[c35]
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K. Robert Lai, Chih-Yueh Chou, Chung Hsien Lan:
Supporting Adaptive Learning Sequences with Agent Negotiation. ICALT 2012: 506-508
[c34]
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Ting-Jung Yu, K. Robert Lai:
A framework of fuzzy constraint-directed agent negotiation with learning element. ICMLC 2012: 1594-1600
2011
[j12]
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Chung Hsien Lan, Sabine Graf, K. Robert Lai, Kinshuk:
Enrichment of Peer Assessment with Agent Negotiation. IEEE Trans. Learn. Technol. 4(1): 35-46 (2011)
[c33]
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Bo-Ruei Kao, K. Robert Lai:
A Multi-hop Dynamic Connectivity and Maintenance Algorithm for Wireless Sensor Networks. AINA 2011: 404-410
[c32]
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Bo-Ruei Kao, Liang-Ku Lee, K. Robert Lai:
Multi-hop Auction-Based Bandwidth Allocation in Wireless Ad Hoc Networks. AINA 2011: 772-778
2010
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K. Robert Lai, Menq-Wen Lin, Ting-Jung Yu:
Learning opponent's beliefs via fuzzy constraint-directed approach to make effective agent negotiation. Appl. Intell. 33(2): 232-246 (2010)
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Wei-Jhih Lin, Kuen-Ding Lin, K. Robert Lai:
Density Control-Based Algorithms for Dynamic Maintenance in Sensor Networks with Limited Mobility. AINA Workshops 2010: 479-484
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K. Robert Lai, Chung Hsien Lan:
A Conceptual Framework of Learning through Agent Negotiation. ICALT 2010: 19-21

2000 – 2009

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2009
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K. Robert Lai, Chin-Yuan Fan, Wei-Hsiu Huang, Pei-Chann Chang:
Evolving and clustering fuzzy decision tree for financial time series data forecasting. Expert Syst. Appl. 36(2): 3761-3773 (2009)
[c29]
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Bo-Ruei Kao, K. Robert Lai, Menq-Wen Lin:
Agent-based Fuzzy Constraint-directed Negotiation Mechanism for Planning and Scheduling in Supply Chain. IFSA/EUSFLAT Conf. 2009: 369-374
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Menq-Wen Lin, K. Robert Lai:
Modeling Collaborative Design via Fuzzy Constraint-Based Agent Negotiation. FSKD (4) 2009: 560-564
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Chung Cheng Tseng, Chung Hsien Lan, K. Robert Lai:
Development of Business Game Simulator for Supporting Collaborative Problem-Based Learning. ICALT 2009: 278-280
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Chung Hsien Lan, K. Robert Lai, Chung Cheng Tseng:
Incorporating Agent Negotiation into Adaptive Learning Environment to Balance the Perspectives between Learners and Instructors. ICALT 2009: 382-384
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Chung Cheng Tseng, Chung Hsien Lan, K. Robert Lai:
Constraint-directed business simulation for supporting game-based problem-based learning. MTDL@MM 2009: 49-56
2008
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Pei-Chann Chang, Chen-Hao Liu, K. Robert Lai:
A fuzzy case-based reasoning model for sales forecasting in print circuit board industries. Expert Syst. Appl. 34(3): 2049-2058 (2008)
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Tein-Yaw Chung, Chih-Hung Hsu, Yung-Mu Chen, K. Robert Lai:
Momentum-Based Motion Detection Methodology for Handoff in Wireless Networks. AINA 2008: 811-817
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I-Shyan Hwang, Bor-Jiunn Hwang, K. Robert Lai, Ling-Feng Ku, Chien-Chieh Hwang:
Adaptive QoS-Aware Resource Management in Heterogeneous Wireless Networks. AINA Workshops 2008: 880-885
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I-Shyan Hwang, Bor-Jiunn Hwang, Ruey-Rong Su, K. Robert Lai, Chyi-Jy Lin:
An Integrated ISV Call Management Strategy in Heterogeneous Wireless Networks. AINA Workshops 2008: 989-994
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K. Robert Lai, Bo-Ruei Kao, Yi-Yuan Chiang:
Fuzzy constraint-directed negotiation mechanism as a framework for multi-agent scheduling. IEEE Congress on Evolutionary Computation 2008: 3108-3113
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K. Robert Lai, Yi-Yuan Chiang:
A constraint-based framework for incorporating a priori knowledge into fuzzy modelling. FUZZ-IEEE 2008: 1811-1817
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Ting-Jung Yu, K. Robert Lai, Baw-Jhiune Liu:
Beliefs learning in fuzzy constraint-directed agent negotiation. FUZZ-IEEE 2008: 2052-2057
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Chung Hsien Lan, Chung Cheng Tseng, K. Robert Lai:
Developing a Negotiation-Based Intelligent Tutoring System to Support Problem Solving: A Case Study in Role-Play Learning. ICALT 2008: 356-360
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Chung Cheng Tseng, Chung Hsien Lan, K. Robert Lai:
Modeling Beer Game as Role-Play Collaborative Learning via Fuzzy Constraint-Directed Agent Negotiation. ICALT 2008: 634-638
2007
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Chung Hsien Lan, Sabine Graf, K. Robert Lai, Kinshuk:
Effect of Learning Styles on Peer Assessment in an Agent-based Collaborative Learning Environment. ICALT 2007: 421-423
[c15]
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K. Robert Lai, Chung Hsien Lan:
Incorporating Agent Negotiation to Promote Learning Effectiveness in an Adaptive Learning Environment. ICCE 2007: 41-44
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K. Robert Lai, Chung Hsien Lan, Chung Cheng Tseng:
Applying Agent Negotiation to Enhance Instructor-Learner Interaction for Learning Effectiveness Promotion. ICIC (1) 2007: 102-112
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Ting-Jung Yu, K. Robert Lai, Menq-Wen Lin, Bo-Ruei Kao:
Modeling Opponent's Beliefs Via Fuzzy Constraint-Directed Approach in Agent Negotiation. ICIC (1) 2007: 167-178
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K. Robert Lai, Menq-Wen Lin, Bo-Ruei Kao:
Developing a Negotiation Mechanism for Agent-Based Scheduling Via Fuzzy Constraints. ICIC (2) 2007: 682-692
2006
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Pei-Chann Chang, Chien-Yuan Lai, K. Robert Lai:
A hybrid system by evolving case-based reasoning with genetic algorithm in wholesaler's returning book forecasting. Decis. Support Syst. 42(3): 1715-1729 (2006)
[j7]
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K. Robert Lai, Chung Hsien Lan:
Modeling Peer Assessment as Agent Negotiation in a Computer Supported Collaborative Learning Environment. J. Educ. Technol. Soc. 9(3): 16-26 (2006)
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K. Robert Lai, Yuan-Lung Chang:
A Software Definable Architecture for Adaptive Space Diversity at Handsets in MC-CDMA Systems. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 89-A(5): 1473-1483 (2006)
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K. Robert Lai, Yi-Yuan Chiang:
Constraint-Based Fuzzy Models for an Environment with Heterogeneous Information-Granules. J. Comput. Sci. Technol. 21(3): 401-411 (2006)
[c11]
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K. Robert Lai, Chung Hsien Lan, Chen-Chung Liu:
Application of Agent Negotiation in Supporting Adaptive Learning. ICALT 2006: 232-236
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K. Robert Lai, Chung Hsien Lan:
Applying an Assessment Agent to Evaluate the Learning Effectiveness. Intelligent Tutoring Systems 2006: 747-749
2005
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Menq-Wen Lin, K. Robert Lai, Ting-Jung Yu:
Fuzzy Constraint-Based Agent Negotiation. J. Comput. Sci. Technol. 20(3): 319-330 (2005)
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K. Robert Lai, Chung Hsien Lan:
Development of an Assessment Agent to Promote the Learning Effectiveness in a Computer Supported Collaborative Learning Environment. ICALT 2005: 354-358
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Pei-Chann Chang, K. Robert Lai:
Combining SOM and Fuzzy Rule Base for Sale Forecasting in Printed Circuit Board Industry. ISNN (3) 2005: 947-954
2004
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K. Robert Lai, Menq-Wen Lin:
Modeling Agent Negotiation Via Fuzzy Constraints in E-Business. Comput. Intell. 20(4): 624-642 (2004)
2003
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Pei-Lun Hsu, K. Robert Lai, Chaochang Chiu:
The hybrid of association rule algorithms and genetic algorithms for tree induction: an example of predicting the student course performance. Expert Syst. Appl. 25(1): 51-62 (2003)
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Pei-Lun Hsu, K. Robert Lai, Chaochang Chiu, Chi-I Hsu:
Erratum to "The hybrid of association rule algorithms and genetic algorithms for tree induction: an example of predicting the student course performance" [Expert Systems with Applications 25 (2003) 51-62]. Expert Syst. Appl. 25(3): 467-467 (2003)
[c7]
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Menq-Wen Lin, K. Robert Lai, Ting-Jung Yu:
Fuzzy Constraint-Based Agents for Negotiation in E-Commerce. IKE 2003: 452-459
[c6]
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Ting-Jung Yu, K. Robert Lai, Menq-Wen Lin:
Multi-Agent System for Collaborative Design. PDPTA 2003: 1012-1018
2002
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David Chiang, K. Robert Lai:
Fuzzy Constraint Propagation with Continuous Labels. FSKD 2002: 34-38
[c4]
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K. Robert Lai, Menq-Wen Lin:
A Fuzzy-Constraint-Based Framework for Agent Negotiation. JCIS 2002: 156-159
2001
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K. Robert Lai, Menq-Wen Lin:
Modeling of Agent Negotiation Via Fuzzy Constraint Processing. FUZZ-IEEE 2001: 445-448
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K. Robert Lai, Trank Li, David Chiang:
Application of Constraint-based Fuzzy Logic Controller for PH Control of a Flue Gas Desulfurization System. FUZZ-IEEE 2001: 630-633

1990 – 1999

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1992
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James Bowen, K. Robert Lai, Dennis R. Bahler:
Lexical Imprecision in Fuzzy Constraint Networks. AAAI 1992: 616-621

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