Kuo-Ming Chao

Professor

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

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

Design Concepts and Operation Principles for Smart Intra-Vaginal Health Monitoring Devices

Lewandowski, J., Chao, K-M. & Niżański, W. 9 Jan 2017 2016 IEEE 13th International Conference on e-Business Engineering (ICEBE). Guo, J., Cai, H., Fei, X., Chao, K-M. & Chung, J-Y. (eds.). IEEE, p. 151-157 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
Health
Monitoring
Sensors
Animals
Smartphones
2 Citations

Graph Analysis of Fog Computing Systems for Industry 4.0

Verba, N., Chao, K. M., James, A., Lewandowski, J., Fei, X. & Tsai, C. F. 22 Nov 2017 Proceedings - 14th IEEE International Conference on E-Business Engineering, ICEBE 2017 - Including 13th Workshop on Service-Oriented Applications, Integration and Collaboration, SOAIC 207. Institute of Electrical and Electronics Engineers Inc., p. 46-53 8 p. 8119129

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Fog
Industry
Redundancy
Industrial plants
Graph

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
5 Citations

A Cloud-Based Disassembly Planning Approach towards Sustainable Management of WEEE

Xia, K., Gao, L., Chao, K-M. & Wang, L. 2015 p. 203 - 208

Research output: Contribution to conferencePaper

Open Access
electronic equipment
targeting
planning
environmental impact
toxicity

A Framework for Workload-Aware Views Materialisation of Semantic Databases

Zlamaniec, T., Chao, K-M., Godwin, N., Shah, N. & Farmer, R. 2015 p. 15 - 22

Research output: Contribution to conferencePaper

Open Access
Semantics
Data structures
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

A Referable Semantic Entity Model for Resource-Oriented Service Management

Gu, Y., Cai, H., Jiang, L., Gu, Y., Xie, C. & Chao, K-M. 2015 p. 78 - 84

Research output: Contribution to conferencePaper

Open Access
Semantics
Industry
Reusability
Ontology
Scalability
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
2 Citations

Information Management and Applications of Intelligent Transportation System

Lo, C-C., Chao, K-M., Kung, H-Y., Chen, C-H. & Chang, M. 2015 In : Mathematical Problems in Engineering. 2015, 613940

Research output: Contribution to journalEditorial

Open Access
File
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 Dynamic Taint Approach for Malware Threat

Wang, P., Lin, W-H., Chao, W-J., Chao, K-M. & Lo, C-C. 2015 p. 408 - 416

Research output: Contribution to conferencePaper

Open Access
Cloud computing
Servers
Finite automata
Malware
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
1 Citations

An intelligent GA-nonparametric DEWMA sign chart for green chain management

Chao, K-M., Tsai, C-F. & Lu, S-L. 2014 Proceedings of the 2014 IEEE 18th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2014. Hou, J-L., Trappey, A. J. C., Wu, C-W., Chang, K-H., Liao, C-S., Shen, W-M., Barthès, J-P. & Luo, J-Z. (eds.). IEEE, p. 247-252

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
Exponentially Weighted Moving Average
Chart
Genetic Algorithm
Control Charts
Adaptive Genetic Algorithm
3 Citations

A Q-Learning Based Selective Disassembly Planning Service in the Cloud Based Remanufacturing System for WEEE

Xia, K., Gao, L., Li, W., Wang, L. & Chao, K-M. 2014 ASME 2014 International Manufacturing Science and Engineering Conference collocated with the JSME 2014 International Conference on Materials and Processing and the 42nd North American Manufacturing Research Conference. ASME, Vol. Volume 1: Materials; Micro and Nano Technologies; Properties, Applications and Systems; Sustainable Manufacturing, V001T04A012

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
Electronic equipment
Planning
Decision making
Economics
Costs
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

Message from the ICEBE 2014 Chairs

Fang, Z., Chung, J-Y., Zhu, Y., Li, H., Chen, Z., Chao, K-M. & Lan, C-W. Dec 2014 Proceedings - 11th IEEE International Conference on E-Business Engineering, ICEBE 2014. Chung, J-Y., Li, Y., Fei, X. & Chao, K. -M. (eds.). IEEE, Vol. Article number 6982043, p. xi

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
messages
seats
congressional reports
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

Using Taint Analysis for Threat Risk of Cloud Applications

Wang, P., Chao, W. J., Chao, K-M. & Lo, C-C. Dec 2014 Proceedings - 11th IEEE International Conference on E-Business Engineering, ICEBE 2014 - Including 10th Workshop on Service-Oriented Applications, Integration and Collaboration, SOAIC 2014 and 1st Workshop on E-Commerce Engineering, ECE 2014. IEEE, p. 185-190

Research output: Chapter in Book/Report/Conference proceedingChapter

Computer system firewalls
HTTP
Risk analysis
Engineers
Malware
2013
3 Citations

A Social Trust Based Recommendation Mechanism for Web Service Dynamic Collaboration

Yang, Y-C., Lo, C-C. & Chao, K-M. 2013 Proceedings - IEEE 6th International Conference on Service-Oriented Computing and Applications, SOCA 2013. IEEE, p. 318-322

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
Web services
Industry
Quality of service
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
11 Citations

A simple real-time QRS detection algorithm utilizing curve-length concept with combined adaptive threshold for electrocardiogram signal classification

Lewandowski, J., Arochena, H. E., Naguib, R. N. G. & Chao, K. M. 2012 IEEE TENCON 2012: Sustainable Development Through Humanitarian Technology. IEEE, 6412176

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Electrocardiography
Detectors
Monitoring
2011
12 Citations

A portable framework design to support user context aware augmented reality applications

Lewandowski, J., Arochena, H. E., Naguib, R. N. G. & Chao, K. M. 2011 Proceedings - 2011 3rd International Conference on Games and Virtual Worlds for Serious Applications, VS-Games 2011. p. 144-147 4 p. 5962099

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Augmented reality
Monitoring
Smartphones
Personal digital assistants
Sensor nodes
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
9 Citations

Monitoring appliances sensor data in home environment: Issues and challenges

Shah, N., Tsai, C. F. & Chao, K. M. 2009 2009 IEEE Conference on Commerce and Enterprise Computing, CEC 2009. p. 439-444 6 p. 5210761

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Open Access
File
Domestic appliances
Energy utilization
Monitoring
Sensors
Smart sensors