Publications
Book
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Chun-Wei Tsai and Ming-Chao
Chiang. "Handbook of Metaheuristic Algorithms: From Fundamental Theories to Advanced Applications."
Elsevier, 2023. [Details]
[Source Code]
Journal Papers (Selected)
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Chun-Wei Tsai, Tzu-Chi Teng, Jian-Ting
Liao, Ming-Chao
Chiang*. "An effective
hybrid-heuristic algorithm for urban traffic
light scheduling."
Neural Computing and Applications, 33(24):17535-17549 (2021)
[SCI]
-
Kai-Cheng Hu, Chun-Wei
Tsai, Ming-Chao
Chiang*. "A Multiple-Search
Multi-Start Framework for Metaheuristics for
Clustering Problems."
IEEE Access, 8:96173-96183 (2020)
[SCI]
-
Chun-Wei Tsai, Yong-Chun Ding, Shi-Jui
Liu, Ming-Chao
Chiang*, and Chu-Sing Yang. "A
high-performance clustering algorithm based
on searched experiences." Computers in
Human Behavior, 100:231-241 (2019) [SSCI]
-
Kai-Cheng Hu, Chun-Wei
Tsai, Ming-Chao
Chiang*. "A Highly Efficient Method
for Improving the Performance of GLA-based
Algorithms." Journal of Visual
Communication and Image Representation,
50:290-302 (2018) [SCI]
-
Chun-Wei Tsai, Pang-Wei
Tsai, Ming-Chao
Chiang*, Chu-Sing Yang. "Data
analytics for internet of things: A
review." Wiley Interdisciplinary Reviews:
Data Mining and Knowledge DIscovery,
8(5) (2018) [SCI]
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Chun-Wei Tsai, Wei-Lun Chang, Kai-Cheng
Hu, Ming-Chao
Chiang*. "An Improved Hyper-Heuristic
Clustering Algorithm for Wireless Sensor
Networks." Mobile Networks and
Applications, 22(5):943-958 (2017) [SCI]
-
Kai-Cheng Hu, Shih-Wei
Wang, Ming-Chao
Chiang*, and Chun-Wei Tsai. "An
efficient hybrid algorithm for balancing the
load of wireless local area
network." Computers & Electrical
Engineering,
56:243-261 (2016) [SCI]
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Chun-Wei Tsai, Ming-Chao
Chiang, Adlen Ksentini, and Min Chen.
"Metaheuristic Algorithms for Healthcare:
Open Issues and Challenges." Computers &
Electrical Engineering, 53:421-434
(2016) [SCI]
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Chun-Wei Tsai, Ko-Wei Huang, Chu-Sing Yang, and
Ming-Chao
Chiang*. "A fast particle swarm
optimization for clustering." Software
Computing, 19(2):321-338 (2015) [SCI]
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Chun-Wei Tsai, Chin-Feng
Lai, Ming-Chao
Chiang, and Laurence T. Yang. "Data
mining for internet of things: A
survey." IEEE Communications Surveys and
Tutorials, 16(1):77-97 (2014) [SCI; On
the list of popular articles since December
2014; HiCi Paper: March 2015 and July 2015]
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Chun-Wei Tsai, Ya-Lan
Yang, Ming-Chao
Chiang*, and Chu-Sing
Yang. "Intelligent big data analysis: a
review." International Journal of Big
Data Intelligence, 1(4):181-191 (2014)
-
Chun-Wei Tsai, Wei-Cheng Huang, Meng-Hsiu
Chiang, Ming-Chao
Chiang*, and Chu-Sing Yang. "A
hyper-heuristic scheduling algorithm for
cloud." IEEE Transactions on Cloud
Computing, 2(2):236-250 (2014) [On the
list of popular articles since December
2014]
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Chun-Wei Tsai, Shih-Pang Tseng, Chu-Sing
Yang, and Ming-Chao
Chiang*. "PREACO: A fast ant colony
optimization for codebook
generation." Applied Software
Computing 13(6):3008-3020 (2013) [SCI]
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Chun-Wei Tsai, Ming-Yi Liao, Chu-Sing Yang,
and Ming-Chao
Chiang*. "Classification algorithms
for interactive multimedia services: a
review." Multimedia Tools and
Applications. 67(1):137-165 (2013) [SCI]
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Po-Jen Chuang, Ming-Chao
Chiang*, Chu-Sing Yang, and Chun-Wei
Tsai. "Social Networks-based Adaptive
Pairing Strategy for Cooperative
Learning." Educational Technology and
Society, 15(3):226-239 (2012) [SSCI]
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Tse-Chen Yeh
and Ming-Chao
Chiang*. "On the interfacing between
QEMU and SystemC for virtual platform
construction: Using DMA as a case." Journal
of Systems Architecture-Embedded Systems
Design, 58(3-4):99-111 (2012) [SCI]
-
Ming-Chao Chiang*,
Chun-Wei Tsai, and Chu-Sing Yang. "A
time-efficient pattern reduction algorithm
for k-means clustering." Information
Sciences, 181(4):716-731 (2011) [SCI]
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Ming-Chao Chiang*,
Tse-Chen Yeh, and Guo-Fu Tseng. "A QEMU and
SystemC-Based Cycle-Accurate ISS for
Performance Estimation on SoC
Development." IEEE Transactions on
Computer Aided Design of Integrated Circuits
and Systems, 30(4):593-606 (2011) [SCI]
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Chun-Wei Tsai, Chao-Yang
Lee, Ming-Chao
Chiang*, and Chu-Sing Yang. "A fast
VQ codebook generation algorithm via pattern
reduction." Pattern Recognition
Letters, 30(7):653-660 (2009) [SCI]
-
Ming-Chao Chiang
and Terrance E. Boult. "Efficient
super-resolution via image
warping." Image and Vision Computing,
18(10):761-771 (2000) [SCI]
Conference Papers (Selected)
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Kai-Hsun Tsai, Chun-Wei
Tsai, Ming-Chao
Chiang*: An effective
metaheuristic-based pruning method for
convolutional neural network. GECCO
Companion 2022: 679-682
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Wei-Lun Chuang, Chun-Wei
Tsai, Ming-Chao
Chiang*: Search Economics for
Multi-Objective Vehicle Routing Problem with
Time Windows. ACM ICEA 2021: 59-64
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Jyun-Teng Chen, Chun-Wei
Tsai, Ming-Chao
Chiang*: An Effective Search Economics
Based Feature Selection Algorithm for
Passenger Flow Prediction. SmartIoT 2021:
120-127
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Chun-Han Hsu, Chun-Wei
Tsai, Ming-Chao
Chiang*: An Improved Metaheuristic
Algorithm for Mobile and Static Wireless
Sensor Network with Adjustable Sensing
Range. SmartIoT 2021: 128-135
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Tzu-Tsai Kao, Chun-Wei Tsai,
and Ming-Chao
Chiang*: An Effective Algorithm based
on Search Economics for Multi-Objective
Optimization. ACM ICEA 2020: 24:1-6
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Zhang-Han Zhuang
and Ming-Chao
Chiang*: The Whale Optimization
Algorithm for Hyperparameter Optimization in
Network-Wide Traffic Speed Prediction. ACM ICEA
2020: 31:1-6
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Cheng-Chia
Huang, Ming-Chao
Chiang*: An Effective Search
Economics Based Algorithm for Feature
Selection, CEC 2020: 1-6
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Ting-Han Chien, Wei-Yan Chang, Chun-Wei
Tsai, Ming-Chao
Chiang*: Pattern Reduction for Data
Clustering, ICMS 2020
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Sin-Cheng Liu, Ming-Chao
Chiang*: Quantum-inspired Hybrid
Algorithm based on FA and improved PSO for
Multidimensional Knapsack Problem, ICMS 2020
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Tzu-Chi Teng, Ming-Chao Chiang*,
and Chu-Sing Yang: A Hybrid Algorithm based on
GWO and GOA for Cycle Traffic Light Timing
Optimization. SMC 2019: 784-789
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Chang-Sheng Lin, Ming-Chao Chiang*,
and Chu-Sing Yang: A Co-evolution Coral Reefs
Optimization Approach for Multi-objective
Vehicle Routing Problem with Time
Windows. SMC 2019: 2001-2006
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Jian-Ting Liao, Ming-Chao Chiang*:
An Efficient Search Economics Based
Algorithm for Urban Traffic Light
Scheduling, IC3 2019
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An-Hung Cheng, Ming-Chao
Chiang*: An Improved Algorithm for
Solving Multiple Traveling Salesman Problem,
ICMS 2019
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Shao-Juan Wang, Chun-Wei
Tsai, Ming-Chao
Chiang*: A High Performance Search
Algorithm for Job-Shop Scheduling
Problem. EUSPN/ICTH 2018: 119-126
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Yan-Rong Chen, Chun-Wei Tsai,
Ming-Chao Chiang*,
Chu-Sing Yang: An Improved Quantum-Inspired
Evolutionary Algorithm for Data
Clustering. SMC 2018: 3411-3416
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Yu-Ting Chou, Shih-Jui Liu, Tzu-Chuan Wu,
Chia-Lin Wu, Chun-Wei
Tsai, Ming-Chao
Chiang*: An Effective Algorithm for
Cloud Workflow Scheduling. SMC 2018:
3603-3608
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Tzu-Yi Feng, Chun-Wei
Tsai, Ming-Chao
Chiang*, Chu-Sing Yang: A Parallel
Elastic Net Clustering Algorithm. SmartIoT
2018(1): 40-45
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Chun-Wei Tsai, Yong-Chun
Ding, Ming-Chao
Chiang*, Chu-Sing Yang: A novel
clustering algorithm based on searched
experiences. SMC 2017: 804-808
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Chun-Wei Tsai, Zhen-An
Li, Ming-Chao
Chiang*, Chu-Sing Yang: A novel
clustering algorithm for wireless sensor
network based on search economics. SMC 2017:
809-814
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Chun-Wei Tsai, Heng-Ci Chang, Kai-Cheng Hu,
and Ming-Chao
Chiang*: Parallel Coral Reef
Algorithm for Solving JSP on Spark. SMC
2016: 1872-1877
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Chun-Wei Tsai, Wei-Lun Chang, Kai-Cheng Hu,
and Ming-Chao
Chiang*: An Effective Hyper-Heuristic
Algorithm for Clustering Problem of Wireless
Sensor Network, QShine 2016: 1-12
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Chun-Wei Tsai, Cheng-Han
Hsieh, Ming-Chao
Chiang*: Parallel Black Hole
Clustering Based on MapReduce. SMC 2015:
2543-2548
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Chun-Wei Tsai, Yo-Chung
Yang, Ming-Chao
Chiang*: A Genetic NewGreedy Algorithm
for Influence Maximization in Social
Network. SMC 2015: 2549-2554
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Chun-Wei Tsai, Yao-Ting
Huang, Ming-Chao
Chiang*: A non-dominated sorting
firefly algorithm for multi-objective
optimization. ISDA 2014: 62-67
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Chun-Wei Tsai, Tsung-Hsien
Lin, Ming-Chao
Chiang*: Automatic elastic net
clustering algorithm. SMC 2014: 2768-2773
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Chun-Wei Tsai, Kai-Cheng
Hu, Ming-Chao
Chiang*: A multiple-search multi-start
framework for metaheuristics. SMC 2014:
2774-2779
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Chun-Wei Tsai, Chien-Hung
Tung, Ming-Chao
Chiang*: An Elastic Net Clustering
Algorithm for Non-linearly Separable
Data. ACIIDS (1) 2013: 108-116
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Shih-Pang Tseng, Long-Yeu Chung, Po-Lin
Huang, Ming-Chao
Chiang*, Chu-Sing Yang: A Novel
Genetic Algorithm for Test Sheet Assembling
Problem in Learning Cloud. EMC/HumanCom
2013: 247-255
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Shih-Pang
Tseng, Ming-Chao
Chiang*, Chu-Sing Yang: L-nearest
neighbors ant colony optimization for data
clustering. ICMLC 2013: 1684-1690
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Shih-Pang
Tseng, Ming-Chao
Chiang*, Chu-Sing Yang: An Improved
ACO by Neighborhood Strategy for Color Image
Segmentation. MUSIC 2013: 615-620
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Chun-Wei Tsai, Bo-Chi
Huang, Ming-Chao
Chiang*: A Novel Spiral Optimization
for Clustering. MUSIC 2013: 621-628
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Chun-Wei Tsai, Wei-Cheng
Huang, Ming-Chao
Chiang*: Recent Development of
Metaheuristics for Clustering. MUSIC 2013:
629-636
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Chun-Wei Tsai, Chiech-An
Tai, Ming-Chao
Chiang*: An Automatic Data Clustering
Algorithm Based on Differential
Evolution. SMC 2013: 794-799
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Chun-Wei Tsai, Alexander
Pelov, Ming-Chao
Chiang*, Chu-Sing Yang, Tzung-Pei
Hong: A Brief Introduction to Classification
for Smart Grid. SMC 2013: 2905-2909
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Chih-Ming Wang, Chun-Wei
Tsai, Ming-Chao
Chiang, Chu-Sing Yang: An efficient
local search for grid scheduling problem in
learning system. FSKD 2012: 2447-2451
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Po-Jen Chuang, Ming-Chao
Chiang, Chun-Wei Tsai, Chu-Sing Yang:
A Context Awareness based prediction for
remedy system. FSKD 2012: 2848-2852
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Chun-Wei Tsai, Tzu-Yuan
Lin, Ming-Chao
Chiang*, Chu-Sing Yang, Tzung-Pei
Hong: Continuous space pattern reduction for
genetic clustering algorithm. GECCO
(Companion) 2012: 1475-1476
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Chun-Wei Tsai, Shih-Pang
Tseng, Ming-Chao
Chiang*, Chu-Sing Yang: A high
performance algorithm for puzzle
reconstruction problem. ICMLC 2012:
1698-1703
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Chun-Wei Tsai, Wen-Ling
Chen, Ming-Chao
Chiang*: A modified multiobjective
EA-based clustering algorithm with automatic
determination of the number of clusters. SMC
2012: 2833-2838
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Chun-Wei Tsai, Huei-Jyun
Song, Ming-Chao
Chiang*: A hyper-heuristic clustering
algorithm. SMC 2012: 2839-2844
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Chun-Wei Tsai, Kai-Cheng
Hu, Ming-Chao
Chiang*, Chu-Sing Yang: Ant colony
optimization with dual pheromone tables for
clustering. FUZZ-IEEE 2011: 2916-2921
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Shih-Pang Tseng, Chun-Wei Tsai, Jui-Le
Chen, Ming-Chao
Chiang*, Chu-Sing Yang: Job shop
scheduling based on ACO with a hybrid
solution construction strategy. FUZZ-IEEE
2011: 2922-2927
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Po-Jen Chuang, Chun-Wei
Tsai, Ming-Chao
Chiang, Chu-Sing Yang: Lecture
concepts based item classification for
remedial. SMC 2011: 2227-2231
-
Tse-Chen Yeh, Zin-Yuan Lin,
and Ming-Chao
Chiang*: Enabling TLM-2.0 interface
on QEMU and SystemC-based Virtual
Platform. ICICDT 2011: 1-4
-
Tse-Chen Yeh, Zin-Yuan Lin,
and Ming-Chao
Chiang*: A Novel Technique for Making
QEMU an Instruction Set Simulator for
Co-simulation with SystemC. IMECS 2011:
249-254
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Chun-Wei Tsai, Chung-Fu
Lin, Ming-Chao
Chiang*, Chu-Sing Yang: A
time-efficient particle swarm
optimization-based codebook generation
algorithm. IEEE Congress on Evolutionary
Computation 2010: 1-6
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Shih-Pang Tseng, Chun-Wei
Tsai, Ming-Chao
Chiang*, Chu-Sing Yang: A fast Ant
Colony Optimization for traveling salesman
problem. IEEE Congress on Evolutionary
Computation 2010: 1-6
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Chun-Wei Tsai, Shih-Pang
Tseng, Ming-Chao
Chiang*, Chu-Sing Yang: A framework
for accelerating metaheuristics via pattern
reduction. GECCO 2010: 293-294
-
Tse-Chen Yeh, Zin-Yuan Lin,
and Ming-Chao
Chiang*: Optimizing the Simulation
Speed of QEMU and SystemC-based Virtual
Platform. ICIECS 2010: 1-4
-
Tse-Chen Yeh
and Ming-Chao
Chiang*: Bus Performance Exploration
at CCA and CA Levels on QEMU and
SystemC-based Virtual Platform. ISOCC 2010:
376-379
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Tse-Chen Yeh
and Ming-Chao
Chiang*: On the Interface between
QEMU and SystemC for Hardware Modeling. ISNE
2010: 73-76
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Tse-Chen Yeh
and Ming-Chao
Chiang*: Exploration of Bus
Performance on QEMU and SystemC-based
Virtual Platform. ICCEE 2010: Volume 2,
13-17
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Chun-Wei Tsai, Ko-Wei Huang, Chu-Sing
Yang, Ming-Chao
Chiang*: An Efficient PSO-based
Clustering Algorithm. KDIR 2010: 150-155
-
Chun-Wei Tsai, Shih-Pang
Tseng, Ming-Chao
Chiang*, Chu-Sing Yang: A Fast
Parallel Genetic Algorithm for Traveling
Salesman Problem. MTPP 2010: 241-250
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Tse-Chen Yeh, Guo-Fu Tseng,
and Ming-Chao
Chiang*: A Fast Cycle-Accurate
Instruction Set Simulator Based on QEMU and
SystemC for SoC Development. MELECON 2010:
1033-1038
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Chun-Wei Tsai, Shih-Pang
Tseng, Ming-Chao
Chiang*, Chu-Sing Yang: A
Time-Efficient Method for Metaheuristics:
Using Tabu Search and Tabu GA as a Case. HIS
(2) 2009: 24-29
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Chun-Wei Tsai, Shih-Pang Tseng, Yu-Sheng
Yang, Ming-Chao
Chiang*, Chu-Sing Yang: An
Ontology-Based Method for Integrating
Heterogeneous Itembanks. ISDA 2009: 919-924
-
Chun-Wei Tsai, Ming-Chao
Chiang*, Chu-Sing Yang, Ko-Wei Huang:
A Fast Tree-Based Search Algorithm for
Cluster Search Engine. SMC 2009: 1603-1608
-
Chun-Wei Tsai, Chu-Sing
Yang, Ming-Chao
Chiang*, Yang Wei-Shan, Keng-Mao Cho,
Shou-Jen Lin: A Semi-Supervised Support
Vector Machine Based Algorithm for Face
Recognition. SMC 2009: 1609-1614 2008
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Po-Jen Chuang, Chu-Sing
Yang, Ming-Chao
Chiang: A Remedial Supporting Based
Learning Management System. ICIW 2008:
488-493
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Shih-Pang Tseng, Chun-Wei
Tsai, Ming-Chao
Chiang*, Chu-Sing Yang: Fast genetic
algorithm based on pattern reduction. SMC
2008: 214-219
-
Chao-Yang Lee, Chun-Wei
Tsai, Ming-Chao
Chiang*, Chu-Sing Yang: Fast VQ
codebook generation via Pattern
Reduction. SMC 2008: 256-261
-
Heng-Yao Hsu, Chun-Wei
Tsai, Ming-Chao
Chiang, Chu-Sing Yang: Topic
generation for web document
summarization. SMC 2008: 3702-3707
-
Po-Jen Chuang, Chu-Sing
Yang, Ming-Chao
Chiang: Distribution of Lecture
Concepts and Relations in Digital
Contents. NBiS 2007: 167-176
-
Chih-Ming Wang, Chu-Sing
Yang, Ming-Chao
Chiang: A Fair Replica Placement for
Parallel Download on Cluster Grid. NBiS
2007: 268-277
-
Chun-Wei Tsai, Chu-Sing
Yang, Ming-Chao
Chiang*: A Time efficient Pattern
Reduction algorithm for k-means based
clustering. SMC 2007: 504-509
-
Chun-Wei Tsai, Ting-Wen Liang, Jiun-Huei Ho,
Chu-Sing Yang, Ming-Chao
Chiang*: A Document Clustering
Approach for Search Engines. SMC 2006:
1050-1055
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Ming-Chao Chiang,
Terrance E. Boult: Local Blur Estimation and
Super-Resolution. CVPR 1997: 821-826
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Ming-Chao Chiang,
Terrance E. Boult: Efficient image warping
and super-resolution. WACV 1996: 56-61
Book Chapters
-
Terrance E. Boult,
Ming-Chao Chiang,
and Ross J. Micheals: Super-Resolution via Image
Warping: Theory, Implementation and Evaluation,
Chapter 6, pp. 131-169. Kluwer Academic,
Norwell, Massachusetts,
2001.
Dissertation
N.B.: *Corresponding author
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