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2020

Energy-efficient and quality-aware VM consolidation method

Chang, V., 1 Jan 2020, In : Future Generation Computer Systems. 102, p. 789-809 21 p.

Research output: Contribution to journalArticle

Open Access
Consolidation
Energy efficiency
Energy utilization
Virtual machine
Quality of service
2019
1 Citation (Scopus)

Accelerating content-defined-chunking based data deduplication by exploiting parallelism

Xia, W., Feng, D., Jiang, H., Zhang, Y., Chang, V. & Zou, X., 29 Mar 2019, In : Future Generation Computer Systems. 98, p. 406-418 13 p.

Research output: Contribution to journalArticle

Data reduction
Throughput
Big data
Application programs
Education
Students
Communication
Acceptance
46 Downloads (Pure)

A Comprehensive Survey on Secure Outsourced Computation and Its Applications

Yang, Y., Huang, X., Liu, X., Cheng, H., Weng, J., Luo, X. & Chang, V., 28 Oct 2019, In : IEEE Access. 7, p. 159426 - 159465

Research output: Contribution to journalArticle

Open Access
File
Outsourcing
Data privacy
Security of data
Cryptography
Servers

AI-based software-defined virtual network function scheduling with delay optimization

Liao, D., Wu, Y., Wu, Z., Zhu, Z., Zhang, W., Sun, G. & Chang, V., 30 Nov 2019, In : Cluster Computing. 22, Supplement 6, p. 13897–13909

Research output: Contribution to journalArticle

Scheduling
Processing
Hardware
Costs
Network function virtualization

AI-based survivable design for hybrid virtual networks for single regional failures in cloud data centers

Sun, J., Zhang, Y., Liao, D., Sun, G. & Chang, V., 30 Sep 2019, In : Cluster Computing. 22, Supplement 5, p. 2009–12019 11 p.

Research output: Contribution to journalArticle

Heterogeneous networks
Substrates
Virtualization

An Empirical Research on the Investment Strategy of Stock Market based on Deep Reinforcement Learning model

Li, Y., Ni, P. & Chang, V., 1 Jan 2019, COMPLEXIS 2019 - Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk. Firouzi, F., Estrada, E., Munoz, V. M. & Chang, V. (eds.). SciTePress, p. 52-58 7 p. (COMPLEXIS 2019 - Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk).

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

Investment strategy
Stock market
Learning model
Empirical research
Reinforcement learning

An integrated approach for intrinsic plagiarism detection

AlSallal, M., Iqbal, R., Palade, V., Amin, S. & Chang, V., 31 Jul 2019, In : Future Generation Computer Systems. 96, p. 700-712 13 p.

Research output: Contribution to journalArticle

Semantics
Bayesian networks
Multilayer neural networks
Support vector machines

An integrated neutrosophic ANP and VIKOR method for achieving sustainable supplier selection: A case study in importing field

Abdel-Baset, M., Chang, V., Gamal, A. & Smarandache, F., 23 Jan 2019, In : Computers in Industry. 106, p. 94-110 17 p.

Research output: Contribution to journalArticle

Decision making
Linguistics
Entropy
Genetic algorithms
Economics

Application of deep reinforcement learning in stock trading strategies and stock forecasting

Li, Y., Ni, P. & Chang, V., 23 Dec 2019, In : Computing. 18 p.

Research output: Contribution to journalArticle

Trading Strategies
Reinforcement learning
Reinforcement Learning
Forecasting
Financial Markets

A practical group blind signature scheme for privacy protection in smart grid

Kong, W., Shen, J., Vijayakumar, P., Cho, Y. & Chang, V., 21 Oct 2019, In : Journal of Parallel and Distributed Computing. 136, p. 29-39 11 p.

Research output: Contribution to journalArticle

Blind Signature
Group Signature
Privacy Protection
Smart Grid
Signature Scheme
1 Citation (Scopus)
41 Downloads (Pure)

A refined approach for forecasting based on neutrosophic time series

Abdel-Basset, M., Chang, V., Mohamed, M. & Smarandache, F., 1 Apr 2019, In : Symmetry. 11, 4, 457.

Research output: Contribution to journalArticle

Open Access
File
forecasting
Forecasting
Time series
Historical Data
Indeterminacy
4 Downloads (Pure)

A review on ethical issues for smart connected toys in the context of big data

Chang, V., Li, Z. & Ramachandran, M., 2 May 2019, COMPLEXIS 2019 - Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk. Firouzi, F., Estrada, E., Munoz, V. M. & Chang, V. (eds.). SciTePress, p. 149-156 8 p. (COMPLEXIS 2019 - Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk).

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

Open Access
File
Industry
Internet of things
Big data
6 Downloads (Pure)

A review on how big data analytics can influence education

Chang, V., Xu, Q. & Mendez, V., 1 Jan 2019, COMPLEXIS 2019 - Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk. Firouzi, F., Estrada, E., Munoz, V. M. & Chang, V. (eds.). SciTePress, p. 130-138 9 p. (COMPLEXIS 2019 - Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk).

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

Open Access
File
Education
Big data

A security framework to protect data in cloud storage

Yahya, F., Chang, V., Walters, R. J. & Wills, G. B., 2 May 2019, IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security. Chang, V., Ramachandran, M., Walters, R., Munoz, V. M. & Wills, G. (eds.). SciTePress, p. 307-314 8 p. (IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security).

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

Managers
Cloud computing

A survey on RFID security and privacy in smart medical: Threats and protections

Shi, X., Cao, J., Lu, T. & Chang, V., 2 May 2019, IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security. Chang, V., Ramachandran, M., Walters, R., Munoz, V. M. & Wills, G. (eds.). SciTePress, p. 278-285 8 p. (IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security).

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

Radio frequency identification (RFID)
Industry
Health
Internet of things
10 Downloads (Pure)

Cloud and IoT-based emerging services systems

Sharma, S., Chang, V., Tim, U. S., Wong, J. & Gadia, S., 31 Mar 2019, In : Cluster Computing. 22, 1, p. 71-91 20 p.

Research output: Contribution to journalArticle

Open Access
File
Cloud computing
Data structures
Internet of things
Big data

Clustering based interest prediction in social networks

Zheng, X., Zheng, W., Yang, Y., Guo, W. & Chang, V., 1 Jan 2019, (Accepted/In press) In : Multimedia Tools and Applications.

Research output: Contribution to journalArticle

Multimedia systems
Soft computing
Availability
Experiments

Contemporary Issues in the Ethics of Data Analytics in Ride-Hailing Service

Chang, V., Shi, Y. & Li, X., 1 Jul 2019, In : International Journal of Strategic Engineering . 2, 2, p. 44-57

Research output: Contribution to journalArticle

Smartphones
Application programs
Contractors
Industry
Costs
2 Citations (Scopus)

Enhancing Text Using Emotion Detected from EEG Signals

Gupta, A., Sahu, H., Nanecha, N., Kumar, P., Roy, P. P. & Chang, V., 8 Aug 2019, In : Journal of Grid Computing. 17, 2, p. 325-340 16 p.

Research output: Contribution to journalArticle

Electroencephalography
Brain
4 Downloads (Pure)

Ethical problems of smart wearable devices

Chang, V., Xu, X., Wong, B. & Mendez, V., 2 May 2019, COMPLEXIS 2019 - Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk. Firouzi, F., Estrada, E., Munoz, V. M. & Chang, V. (eds.). SciTePress, p. 121-129 9 p. (COMPLEXIS 2019 - Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk).

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

Open Access
File
Data privacy
Industry
Watches
Decision making
Glass
21 Citations (Scopus)

Evaluation of the green supply chain management practices: A novel neutrosophic approach

Abdel-Baset, M., Chang, V. & Gamal, A., 6 Apr 2019, In : Computers in Industry. 108, p. 210-220 11 p.

Research output: Contribution to journalArticle

Supply chain management
Petroleum industry
Set theory
Linguistics
Logistics

Foreword

Muñoz, V. M., Firouzi, F., Estrada, E. & Chang, V., 1 May 2019, In : COMPLEXIS 2019 - Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk. p. IX-X

Research output: Contribution to journalEditorial

Fuzzy expert system-based framework for flood management in Saudi Arabia

Amin, S., Hijji, M., Iqbal, R., Harrop, W. & Chang, V., 1 Sep 2019, In : Cluster Computing. 22, p. 11723-11740 18 p.

Research output: Contribution to journalArticle

Open Access
File
Expert systems
Civil defense
Hazards
Risk management
Risk assessment

How Big Data Transforms Manufacturing Industry: A Review Paper

Chang, D. V. & Lin, W., 1 Jan 2019, In : International Journal of Strategic Engineering . 2, 1

Research output: Contribution to journalArticle

Mathematical transformations
Industry
Big data

IoT and its impact on the electronics market: A powerful decision support system for helping customers in choosing the best product

Abdel-Basset, M., Mohamed, M., Chang, V. & Smarandache, F., 1 May 2019, In : Symmetry. 11, 5, 611.

Research output: Contribution to journalArticle

Open Access
decision support systems
Internet of Things
Decision Support Systems
Decision support systems
Electronic equipment

Location privacy preservation for mobile users in location-based services

Sun, G., Cai, S., Yu, H., Maharjan, S., Chang, V., Du, X. & Guizani, M., 28 Jun 2019, In : IEEE Access. 7, p. 87425-87438 14 p., 8750836.

Research output: Contribution to journalArticle

Open Access
Location based services
Mobile devices
Semantics
30 Downloads (Pure)

Low-latency and Resource-efficient Service Function Chaining Orchestration in Network Function Virtualization

Sun, G., Xu, Z., Yu, H., Chen, X., Chang, V. & Vasilakos, A. V., 23 Aug 2019, In : IEEE Internet of Things Journal. p. 1-1

Research output: Contribution to journalArticle

Open Access
File
Network performance
Simulated annealing
Resource allocation
Network function virtualization
Hardware
1 Citation (Scopus)

Mobile-aware service function chain migration in cloud–fog computing

Zhao, D., Sun, G., Liao, D., Xu, S. & Chang, V., Jul 2019, In : Future Generation Computer Systems. 96, p. 591-604 14 p.

Research output: Contribution to journalArticle

Fog
Cloud computing
Costs
Network function virtualization
2 Citations (Scopus)

Mobile malware attacks: Review, taxonomy & future directions

Qamar, A., Karim, A. & Chang, V., 1 Aug 2019, In : Future Generation Computer Systems. 97, p. 887-909 23 p.

Research output: Contribution to journalArticle

Taxonomies
Smartphones
Artificial intelligence
Malware
Data acquisition
2 Citations (Scopus)

Online learning offloading framework for heterogeneous mobile edge computing system

Zhang, F., Ge, J., Wong, C., Li, C., Chen, X., Zhang, S., Luo, B., Zhang, H. & Chang, V., 6 Mar 2019, In : Journal of Parallel and Distributed Computing. 128, p. 167-183 17 p.

Research output: Contribution to journalArticle

Online Learning
Decision making
Computing
Decision Making
Thing

On Orchestrating Service Function Chains in 5G Mobile Network

Zhao, D., Ren, J., Lin, R., Xu, S. & Chang, V., 21 Jan 2019, In : IEEE Access. 7, p. 39402-39416 15 p., 8631035.

Research output: Contribution to journalArticle

Open Access
Wireless networks
Costs
Inductive logic programming (ILP)
Fog
Heuristic algorithms
21 Downloads (Pure)

Privacy and ethical issues of big data in the airline industry

Chang, V., Ji, Z. & Arami, M., 2 May 2019, COMPLEXIS 2019 - Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk. Firouzi, F., Estrada, E., Munoz, V. M. & Chang, V. (eds.). SciTePress, p. 139-148 10 p. (COMPLEXIS 2019 - Proceedings of the 4th International Conference on Complexity, Future Information Systems and Risk).

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

Open Access
File
Industry
Big data
2 Citations (Scopus)

Security modeling and efficient computation offloading for service workflow in mobile edge computing

Huang, B., Li, Z., Tang, P., Wang, S., Zhao, J., Hu, H., Li, W. & Chang, V., 22 Mar 2019, In : Future Generation Computer Systems. 97, p. 755-774 20 p.

Research output: Contribution to journalArticle

Mobile devices
Energy utilization
Energy efficiency
Quality of service
Servers
4 Downloads (Pure)

Smart healthcare and ethical issues

Chang, V., Cao, Y., Li, T., Shi, Y. & Baudier, P., 5 May 2019, FEMIB 2019 - 1st International Conference on Finance, Economics, Management and IT Business. Baudier, P., Arami, M., Bu, R. & Chang, V. (eds.). SciTePress, p. 53-59 7 p. (FEMIB 2019 - 1st International Conference on Finance, Economics, Management and IT Business).

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

Open Access
File
Security of data
Internet of things

The Contemporary Ethical and Privacy Issues of Smart Medical Fields

Chang, V., Shi, Y. & Zhang, Y., 1 Jul 2019, In : International Journal of Strategic Engineering . 2, 2, p. 35-43

Research output: Contribution to journalArticle

Radio frequency identification (RFID)
Data mining
Innovation
Health
Sensors

The social-psychological approach in understanding knowledge hiding within international R&D teams: An inductive analysis

Xiong, C., Chang, V., Scuotto, V., Shi, Y. & Paoloni, N., 10 May 2019, In : Journal of Business Research.

Research output: Contribution to journalArticle

Knowledge sharing
Psychological
Social factors
Theoretical framework
Innovation
7 Downloads (Pure)
Adaptive boosting
Boosting
Learning systems
Machine Learning
Stock Market

Toward SLAs Guaranteed Scalable VDC Provisioning in Cloud Data Centers

Sun, G., Xu, Z., Yu, H., Chang, V., Du, X. & Guizani, M., 14 Jun 2019, In : IEEE Access. 7, p. 80219-80232 14 p., 8736766.

Research output: Contribution to journalArticle

Open Access
Cloud computing
Quality of service
Bandwidth
Costs
Heuristic algorithms

Towards privacy preservation for “check-in” services in location-based social networks

Sun, G., Song, L., Liao, D., Yu, H. & Chang, V., 5 Jan 2019, In : Information Sciences. 481, p. 616-634 19 p.

Research output: Contribution to journalArticle

Privacy Preservation
Social Networks
K-anonymity
Location Privacy
Social networks

Word Segmentation for Chinese Judicial Documents

Yao, L., Ge, J., Li, C., Yao, Y., Li, Z., Zeng, J., Luo, B. & Chang, V., 13 Sep 2019, Data Science - 5th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2019, Proceedings. Cheng, X., Jing, W., Song, X. & Lu, Z. (eds.). Springer-Verlag, p. 466-478 13 p. (Communications in Computer and Information Science; vol. 1058).

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

Glossaries
Multilayer neural networks
Data mining
Experiments
2018

2nd international workshop on multimedia privacy and security

Hallman, R. A., Li, S. & Chang, V., 2018, Proceedings of the ACM Conference on Computer and Communications Security. ACM, 2 p.

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

Internet of things

A citation-based recommender system for scholarly paper recommendation

Haruna, K., Ismail, M. A., Bichi, A. B., Chang, V., Wibawa, S. & Herawan, T., 5 Jul 2018, Computational Science and Its Applications – ICCSA 2018. p. 514-525 (Lecture Notes in Computer Science).

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

Recommender systems
Availability
Internet
8 Downloads (Pure)

A cloud server energy consumption measurement system for heterogeneous cloud environments

Lin, W., Wang, H., Zhang, Y., Qi, D., Wang, J. Z. & Chang, V., 15 Aug 2018, In : Information Sciences.

Research output: Contribution to journalArticle

Open Access
File
Measurement System
Energy Consumption
Computer systems
Servers
Energy utilization
8 Citations (Scopus)

A dependable time series analytic framework for cyber-physical systems of IoT-based smart grid

Wang, C., Zhu, Y., Shi, W., Chang, V., Vijayakumar, P., Liu, B., Mao, Y., Wang, J. & Fan, Y., 1 Aug 2018, In : ACM Transactions on Cyber-Physical Systems. 3, 1, 7.

Research output: Contribution to journalArticle

Time series
Engines
Cyber Physical System
Internet of things
Factorization

A Direction Aware Particle Swarm Optimization with Sensitive Swarm Leader

Mishra, K. K., Bisht, H., Singh, T. & Chang, V., 31 Dec 2018, In : Big Data Research. 14, p. 57-67

Research output: Contribution to journalArticle

Particle swarm optimization (PSO)
Particle swarm optimization
Decision making

A discussion paper on the grey area – the ethical problems related to big data credit reporting

Chang, V. & Lin, J., 21 Mar 2018, Proceedings of the 3rd International Conference on Internet of Things, Big Data and Security. Muñoz, V. M., Wills, G., Walters, R., Firouzi, F. & Chang, V. (eds.). SciTePress, Vol. 1. p. 348-354

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

Credit
Creditworthiness
Payment
Wealth
Evaluation

Adoption of Internet of Things in India: A test of competing models using a structured equation modeling approach

Mital, M., Chang, V., Choudhary, P., Papa, A. & Pani, A. K., 30 Nov 2018, In : Technological Forecasting and Social Change. 136, p. 339-346

Research output: Contribution to journalArticle

Internet
India
Research
Economic Development
Developing countries

A feasibility analysis for edge computing fusion in LPWA IoT environment with SDN structure

Kuo, C-T., Chang, V. & Lei, C-L., 8 Mar 2018, Proceedings of 2017 International Conference on Engineering and Technology, ICET 2017. IEEE

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

Fusion reactions
Network protocols
Internet of things

A fuzzy computational model of emotion for cloud based sentiment analysis

Karyotis, C., Doctor, F., Iqbal, R., James, A. & Chang, V., 30 Apr 2018, In : Information Sciences. 433-434, p. 448-463

Research output: Contribution to journalArticle

Open Access
Sentiment Analysis
Fuzzy Model
Computational Model
Learning systems
Application programming interfaces (API)