Kuo-Ming Chao

Professor

  • 451 Citations
  • 11 h-Index
20022019
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Research Output 2002 2019

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Article
2018

A fog computing based concept drift adaptive process mining framework for mobile APPs

Huang, T., Xu, B., Cai, H., Du, J., Chao, K-M. & Huang, C. 1 Dec 2018 In : Future Generation Computer Systems. 89, p. 670-684 15 p.

Research output: Contribution to journalArticle

Fog
Cloud computing
Monitoring
2 Citations

A multi-constraint learning path recommendation algorithm based on knowledge map

Zhu, H., Tian, F., Wu, K., Shah, N., Chen, Y., Ni, Y., Zhang, X., Chao, K-M. & Zheng, Q. 1 Mar 2018 In : Knowledge-Based Systems. 143, p. 102-114 13 p.

Research output: Contribution to journalArticle

Open Access
File
Knowledge based systems
Quality control
Statistical methods
Knowledge map
1 Citations

Associate multi-task scheduling algorithm based on self-adaptive inertia weight particle swarm optimization with disruption operator and chaos operator in cloud environment

Zhang, R., Tian, F., Ren, X., Chen, Y., Chao, K., Zhao, R., Dong, B. & Wang, W. 1 Jun 2018 In : Service Oriented Computing and Applications. 12, 2, p. 87-94 8 p.

Research output: Contribution to journalArticle

Scheduling algorithms
Chaos theory
Particle swarm optimization (PSO)
Mathematical operators
Scheduling
1 Citations

CPS Data Streams Analytics based on Machine Learning for Cloud and Fog Computing: A Survey

Fei, X., Shah, N., Verba, N., Chao, K-M., Sanchez-Anguix, V., Lewandowski, J., James, A. & Usman, Z. 5 Jul 2018 In : Future Generation Computer Systems. (In-Press), p. (In-Press)

Research output: Contribution to journalArticle

Fog
Learning systems
Feedback
Cyber Physical System
Decision making

Dynamic fine-tuning stacked auto-encoder neural network for weather forecast

Lin, S-Y., Chiang, C. C., Li, J. B., Hung, Z. S. & Chao, K-M. Dec 2018 In : Future Generation Computer Systems. 89, p. 446-454 9 p.

Research output: Contribution to journalArticle

Tuning
Neural networks
Learning systems
Cloud computing
Processing

Modelling industry 4.0 based fog computing environments for application analysis and deployment

Verba, N., Chao, K-M., Lewandowski, J., Shah, N., James, A. & Tian, F. 1 Sep 2018 In : Future Generation Computer Systems. 91, p. 48-60 13 p.

Research output: Contribution to journalArticle

Fog
Industry
Containers
Communication
Processing

Overcoming “Big Data” Barriers in Machine Learning Techniques for the Real-Life Applications

Czarnowski, I., Jędrzejowicz, P., Chao, K-M. & Yildirim, T. 30 Dec 2018 In : Complexity. 2018, 3 p.

Research output: Contribution to journalArticle

Open Access
File
Learning systems
Combinatorial optimization
Knowledge representation
Bioinformatics
Big data
2017

Parallel dynamic data-driven model for concept drift detection and prediction

Lin, S-Y., Chiu, Y-C., Lewandowski, J. & Chao, K-M. 30 Jan 2017 In : Journal of Intelligent & Fuzzy Systems. 32, 2, p. 1413-1426

Research output: Contribution to journalArticle

Open Access
File
Concept Drift
Data-driven
Prediction
Model
MapReduce
7 Citations

Platform as a service gateway for the Fog of Things

Verba, N., Chao, K-M., James, A., Goldsmith, D., Fei, X. & Stan, S-D. Aug 2017 In : Advanced Engineering Informatics. 33, p. 243-257 15 p.

Research output: Contribution to journalArticle

Open Access
File
Gateways (computer networks)
Fog
Network protocols
Computer peripheral equipment
Testing
2016
11 Citations

Adaptive fusion of color and spatial features for noise-robust retrieval of colored logo and trademark images

Yan, Y., Ren, J., Li, Y., Windmill, J. F. C., Ijimah, W. & Chao, K-M. Oct 2016 In : Multidimensional Systems and Signal Processing. (In Press)

Research output: Contribution to journalArticle

Open Access
Trademarks
Fusion
Retrieval
Fusion reactions
Image retrieval
1 Citations

A multi-layer Internet of things database schema for online-to-offline systems

Cai, H., Luan, S., Jiang, L., Shah, N., Farmer, R., Chao, K-M. & Xu, B. 19 Aug 2016 In : International Journal of Distributed Sensor Networks. 12, 8, 1550147716664248

Research output: Contribution to journalArticle

Open Access
File
Electric charge
Railroad cars
Internet of things
Data storage equipment
Sensors
8 Citations

A topic sentence-based instance transfer method for imbalanced sentiment classification of Chinese product reviews

Tian, F., Wu, F., Chao, K-M., Zheng, Q., Shah, N., Lan, T. & Yue, J. 2016 In : Electronic Commerce Research and Applications. 16, March–April, p. 66–76

Research output: Contribution to journalArticle

Open Access
File
Electronic commerce
Sampling
Supervised learning
Quality control
Support vector machines
2 Citations

Deadlock-free migration for virtual machine consolidation using Chicken Swarm Optimization algorithm

Tian, F., Zhang, R., Lewandowski, J., Chao, K-M., Li, L. & Dong, B. 17 Nov 2016 In : Journal of Intelligent & Fuzzy Systems. 32, 2, p. 1389-1400 11 p.

Research output: Contribution to journalArticle

Open Access
File
Consolidation
Deadlock
Virtual Machine
Swarm
Migration
5 Citations

E-services in e-business engineering

Chao, K-M. 2016 In : Electronic Commerce Research and Applications. 16, p. 77–81

Research output: Contribution to journalArticle

Open Access
File
Industry
Electronic commerce
Management science
Electronic business
E-services
6 Citations

Mining Suspicious Tax Evasion Groups in Big Data

Tian, F., Lan, T., Chao, K-M., Godwin, N., Zheng, Q., Shah, N. & Zhang, F. 1 Oct 2016 In : IEEE Transactions on Knowledge and Data Engineering. 28, 10, p. 2651 - 2664

Research output: Contribution to journalArticle

Open Access
Taxation
Graph theory
Big data
Data mining
Economics
3 Citations
File
Wheelchairs
Sensor networks
Navigation
Costs
Robotics
2 Citations

Using malware for software-defined networking–based smart home security management through a taint checking approach

Wang, P., Chao, K-M., Lo, C-C., Lin, W-H., Lin, H-C. & Chao, W-J. 24 Aug 2016 In : International Journal of Distributed Sensor Networks. 12, 8, 1550147716662947

Research output: Contribution to journalArticle

Open Access
File
Cloud computing
Internet
Home networks
Gateways (computer networks)
Finite automata
2015
12 Citations

A hybrid model for cloud providers and consumers to agree on QoS of cloud services

Chen, J-H., Abedin, F., Chao, K-M., Godwin, N., Li, Y. & Tsai, C-F. 2015 In : Future Generation Computer Systems. 50, p. 38–48

Research output: Contribution to journalArticle

Open Access
Quality of service
Cloud computing
1 Citations

An Unbalanced Emotion Classification Method for Interactive Texts Based on Multiple-Domain Instance Transfer

Tian, F., Chao, K-M., Wu, F., Zheng, Q. & Gao, P. Apr 2015 In : Journal of Xi'an Jiaotong University. 49, 4, p. 67-72

Research output: Contribution to journalArticle

Open Access
2 Citations

A reputation-based computing approach in trusted web service provisions

Wang, P., Chao, K-M. & Lo, C-C. Jul 2015 In : Computer Systems Science and Engineering. 30, 4, p. 285-301

Research output: Contribution to journalArticle

Web services
Web Services
Computing
Service Selection
Recommendations
18 Citations
Open Access
Information services
Electronic equipment
Semantics
Liquid crystal displays
Ontology
15 Citations

Cloud E-learning for Mechatronics: CLEM

Chao, K-M., James, A., Nanos, A. G., Chen, J-H., Stan, S-D., Muntean, I., Figliolini, G., Rea, P., Bouzgarrou, C. B., Vitliemov, P., Cooper, J. & van Capelle, J. Jul 2015 In : Future Generation Computer Systems. 48, p. 46-59

Research output: Contribution to journalArticle

Open Access
E-learning
Mechatronics
Cloud computing
Ecosystems
Innovation
5 Citations

Satisfaction-based Web service discovery and selection scheme utilizing vague sets theory

Wang, P., Chao, K-M. & Lo, C-C. 2015 In : Information Systems Frontiers. 17, 4, p. 827-844

Research output: Contribution to journalArticle

Open Access
Vague Set
Service Selection
Service Discovery
Set Theory
Set theory
2 Citations

Using ontologies to perform threat analysis and develop defensive strategies for mobile security

Wang, P., Chao, K-M., Lo, C. & Wang, Y-S. Jan 2015 In : Information Technology and Management. In press

Research output: Contribution to journalArticle

Open Access
ontology
Ontology
Viruses
threat
behavior analysis
40 Citations

Virtual machine consolidated placement based on multi-objective biogeography-based optimization

Zheng, Q., Li, R., Li, X., Shah, N., Zhang, J., Tian, F., Chao, K-M. & Li, J. 2015 In : Future Generation Computer Systems. 54, p. 95–122

Research output: Contribution to journalArticle

Open Access
File
Cloud computing
Virtual machine
Large scale systems
Computational complexity
Electric power utilization
2014
3 Citations

An adaptable optimizer for green component design

Tsai, C-F., Lu, S-L., Chen, J-H., Chao, K-M. & Shah, N. 2014 In : Information Systems and e-Business Management. 13, 2, p. 193-210

Research output: Contribution to journalArticle

Open Access
Genetic algorithms
Availability
Mathematical operators
3 Citations

An agenda based multi issue negotiation approach

Abedin, F., Chao, K-M. & Godwin, N. 2014 In : Journal of Ambient Intelligence and Humanized Computing. 5, 4, p. 455-473

Research output: Contribution to journalArticle

Open Access
Ambient intelligence
29 Citations

Disassembly sequence planning using a Simplified Teaching-Learning-Based Optimization algorithm

Xia, K., Gao, L., Li, W. & Chao, K-M. Oct 2014 In : Advanced Engineering Informatics. 28, 4, p. 518–527

Research output: Contribution to journalArticle

Open Access
Teaching
Planning
Mathematical operators
Combinatorial optimization
Experiments
8 Citations

Logic-centred architecture for ubiquitous health monitoring

Lewandowski, J., Arochena, H., Naguib, R., Chao, K-M. & Garcia-Perez, A. Sep 2014 In : IEEE Journal of Biomedical and Health Informatics. 18, 5, p. 1525-1532

Research output: Contribution to journalArticle

Open Access
File
Health
Inference engines
Equipment and Supplies
Monitoring
Mobile devices
13 Citations

Performance models and dynamic characteristics analysis for HDFS write and read operations: A systematic view

Dong, B., Zheng, Q., Tian, F., Chao, K-M., Godwin, N., ma, T. & Xu, H. Jul 2014 In : Journal of Systems and Software. 93, p. 132-151 19 p.

Research output: Contribution to journalArticle

Identification (control systems)
Flow rate
Throughput
Experiments
2013
6 Citations

VR-based wheeled mobile robot in application of remote real-time assembly

Liang, J. S., Chao, K-M. & Ivey, P. 2013 In : International Journal of Advanced Manufacturing Technology. 64, 9-12, p. 1765-1779

Research output: Contribution to journalArticle

Open Access
Mobile robots
Servers
Common object request broker architecture (CORBA)
Web browsers
Monitoring
2012
59 Citations

An optimized approach for storing and accessing small files on cloud storage

Dong, B., Zheng, Q., Tian, F., Chao, K-M., Ma, R. & Anane, R. Nov 2012 In : Journal of Network and Computer Applications. 35, 6, p. 1847-1862

Research output: Contribution to journalArticle

Open Access
2011
24 Citations

A user centric service-oriented modeling approach

Cheng, D-Y., Chao, K-M., Lo, C-C. & Tsai, C-F. 2011 In : World Wide Web. 14, 4, p. 431-459

Research output: Contribution to journalArticle

Open Access
8 Citations

Multi-group QoS consensus for web services

Lin, W-L., Lo, C-C., Chao, K-M. & Godwin, N. 2011 In : Journal of Computer and System Sciences. 77, 2, p. 223-243

Research output: Contribution to journalArticle

Open Access
2009
8 Citations

Chromosome refinement for optimising multiple supply chains

Tsai, C-F. & Chao, K-M. 2009 In : Information Sciences. 179, 14, p. 2403-2415

Research output: Contribution to journalArticle

Open Access
8 Citations

Ontological on-line analytical processing for integrating energy sensor data

Shah, N., Tsai, C-F., Marinov, M., Cooper, J., Vitliemov, P. & Chao, K-M. 2009 In : IETE Technical Review. 26, 5, p. 375-387

Research output: Contribution to journalArticle

Open Access
2008
32 Citations

Consumer-centric QoS-aware selection of web services

Lin, W-L., Lo, C-C., Chao, K-M. & Younas, M. Mar 2008 In : Journal of Computer and System Sciences. 74, 2, p. 211-231

Research output: Contribution to journalArticle

Open Access
2003
4 Citations

Multiple evolutionary agents for decision support

Chao, K-M., Laing, C., Anane, R., Younas, M. & Norman, P. 2003 In : Journal of Integrated Design and Process Science. 7, 2, p. 39-56

Research output: Contribution to journalArticle

Fault tolerance
Servers
Recovery
Formal specification
2002
46 Citations

An agent-based approach to engineering design

Chao, K-M., Norman, P., Anane, R. & James, A. E. May 2002 In : Computers in Industry. 48, 1, p. 17-27

Research output: Contribution to journalArticle

Open Access
Concurrent engineering
Multi agent systems