Find Research Outputs

Search concepts
Selected filters
2020

Recognizing Multidimensional Engagement of E-learners Based on Multi-channel Data in E-learning Environment

Chao, K-M. & Shah, N., 2020, In : IEEE Access. (In-Press), p. (In-Press)

Research output: Contribution to journalArticle

E-learning
Eye movements
Monitoring
Data fusion
Cameras
2019
14 Citations (Scopus)
20 Downloads (Pure)

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., Jan 2019, In : Future Generation Computer Systems. 90, p. 435-450 16 p.

Research output: Contribution to journalArticle

Open Access
File
Fog
Learning systems
Feedback
Decision making
Monitoring

Data analysis on big data applications with small samples and incomplete information

Linford, S., Bogdanovic, B., Chao, K. M., Jankovic, S., Maras, V., Bugarinovic, M. & Trochidis, I., 8 Aug 2019, Proceedings of the 2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design, CSCWD 2019. Shen, W., Paredes, H., Luo, J. & Barthes, J-P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 146-151 6 p. 8791927. (Proceedings of the 2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design, CSCWD 2019).

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

Learning systems
Small sample
Incomplete information
Big data
Development projects
9 Citations (Scopus)
8 Downloads (Pure)

Modeling 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., Feb 2019, In : Future Generation Computer Systems. 91, p. 48-60 13 p.

Research output: Contribution to journalArticle

Open Access
File
Fog
Industry
Virtual reality
Containers
Communication

Supporting poverty-stricken college students in smart campus

Wu, F., Zheng, Q., Tian, F., Suo, Z., Zhou, Y., Chao, K-M., Xu, M., Shah, N., Liu, J. & Xu, M., 21 Sep 2019, In : Future Generation Computer Systems. (In-Press), p. (In-Press)

Research output: Contribution to journalArticle

Students
Law enforcement
Logistics
Decision making
Processing
2018
2 Citations (Scopus)

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
13 Citations (Scopus)
104 Downloads (Pure)

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
14 Citations (Scopus)
61 Downloads (Pure)
Open Access
File
Packaging machines
Process planning
Genetic algorithms
Scheduling
Blueprints
1 Citation (Scopus)

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
6 Citations (Scopus)
16 Downloads (Pure)

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

Open Access
File
Tuning
Neural networks
Learning systems
Cloud computing
Processing
4 Downloads (Pure)

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
1 Citation (Scopus)

Special Issue on Service-Oriented Collaborative Computing and Applications

Yong, J., Fortino, G., Shen, W., Yang, Y., Chao, K. M. & van der Aalst, W., 6 Apr 2018, In : IEEE Transactions on Services Computing. 11, 2, p. 277-278 2 p.

Research output: Contribution to journalEditorial

2017
58 Downloads (Pure)

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 proceedingConference proceeding

Open Access
File
Health
Monitoring
Sensors
Animals
Smartphones
6 Citations (Scopus)

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
35 Downloads (Pure)

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
20 Citations (Scopus)
26 Downloads (Pure)

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 (Scopus)

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
4 Citations (Scopus)
62 Downloads (Pure)

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
15 Citations (Scopus)
155 Downloads (Pure)

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
5 Citations (Scopus)
67 Downloads (Pure)

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
10 Citations (Scopus)
60 Downloads (Pure)

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
14 Citations (Scopus)

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 (Scopus)
27 Downloads (Pure)
Open Access
File
Wheelchairs
Sensor networks
Navigation
Costs
Robotics
6 Citations (Scopus)
25 Downloads (Pure)

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