• 960 Citations
  • 18 h-Index
1993 …2020

Research output per year

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Research Output

2020

Adaptive cache pre-forwarding policy for distributed deep learning

Cheng, S. T., Hsu, C. W., Horng, G. J. & Lin, C. H., 2020 Mar, In : Computers and Electrical Engineering. 82, 106558.

Research output: Contribution to journalArticle

2019

Tour-sites Recommendation Mechanism for Navigation System

Chou, C. L., Cheng, S-T. & Chiang, Y. T., 2019 Jan 1, In : Journal of Internet Technology. 20, 1, p. 123-133 11 p.

Research output: Contribution to journalArticle

2018

Reduction Scheme for Sensor-Data Transmission on a Big Data Streaming Platform

Huang, Y. W. & Cheng, S. T., 2018 Aug 14, ICUFN 2018 - 10th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 244-249 6 p. 8436821. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2018-July).

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

2017

Erratum to: Mixed Broadcast Techniques of Leisure Information in Vehicular Ad-Hoc Networks (Telecommunication Systems, (2016), 10.1007/s11235-016-0158-2)

Tsai, P. W., Li, J. P., Shih, J. S., Chen, Y. J., Lee, T. Y. & Cheng, S. T., 2017 Mar 1, In : Telecommunication Systems. 64, 3, 1 p.

Research output: Contribution to journalComment/debate

Fast deduplication data transmission scheme on a big data real-time platform

Cheng, S-T., Chen, J. T. & Chen, Y. C., 2017 Jan 1, BMSD 2017 - Proceedings of the 7th International Symposium on Business Modeling and Software Design. Shishkov, B. (ed.). SciTePress, p. 155-166 12 p. (BMSD 2017 - Proceedings of the 7th International Symposium on Business Modeling and Software Design).

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

Forming SPN-MapReduce Model for Estimation Job Execution Time in Cloud Computing

Chen, Y. J., Horng, G. J., Cheng, S. T. & Wang, H. C., 2017 Jun 1, In : Wireless Personal Communications. 94, 4, p. 3465-3493 29 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Using Thermal-Aware VM Migration Mechanism for High-Availability Cloud Computing

Chen, Y. J., Horng, G. J., Li, J. H. & Cheng, S. T., 2017 Nov 1, In : Wireless Personal Communications. 97, 1, p. 1475-1502 28 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2016

Fuzzy Control to Improve Energy-Economizing in Cyber-Physical Systems

Cheng, S-T. & Chou, J. H., 2016 Jan 2, In : Applied Artificial Intelligence. 30, 1, p. 1-15 15 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Mixed Broadcast Techniques of Leisure Information in Vehicular Ad-Hoc Networks

Tsai, P. W., Li, J. P., Shih, J. S., Chen, Y. J., Lee, T. Y. & Cheng, S. T., 2016 Apr 4, (Accepted/In press) In : Telecommunication Systems. p. 1-14 14 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Using Intelligent Vehicle Infrastructure Integration for Reducing Congestion in Smart City

Horng, G. J. & Cheng, S. T., 2016 Nov 1, In : Wireless Personal Communications. 91, 2, p. 861-883 23 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Using Non-cooperative Game Theory for Taxi-Sharing Recommendation Systems

Li, J. P., Horng, G. J., Chen, Y. J. & Cheng, S. T., 2016 Jun 1, In : Wireless Personal Communications. 88, 4, p. 761-786 26 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2015

Integration of mapreduce with an interactive boosting mechanism for image background subtraction in cultural sightseeing

Cheng, S. T., Chen, Y. J., Wang, Y. T. & Chen, C. F., 2015 Jan 1, Advances in Web-Based Learning - ICWL 2013 Workshops - USL 2013, IWSLL 2013, KMEL 2013, IWCWL 2013, WIL 2013, and IWEEC 2013, Revised Selected Papers. Li, Q., Lau, R., Chiu, D. K. W., Shih, T. K., Yang, C-S., Popescu, E., Wang, M. & Sampson, D. G. (eds.). Springer Verlag, p. 180-191 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8390).

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

Intelligent ridesharing system for taxi to reduce cab fee

Li, J. P., Horng, G. J., Cheng, S-T. & Chen, C. F., 2015 Jun 1, ICNSC 2015 - 2015 IEEE 12th International Conference on Networking, Sensing and Control. Institute of Electrical and Electronics Engineers Inc., p. 468-473 6 p. 7116082. (ICNSC 2015 - 2015 IEEE 12th International Conference on Networking, Sensing and Control).

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

1 Citation (Scopus)

Performance analysis using petri net based mapreduce model in heterogeneous clusters

Cheng, S. T., Wang, H. C., Chen, Y. J. & Chen, C. F., 2015 Jan 1, Advances in Web-Based Learning - ICWL 2013 Workshops - USL 2013, IWSLL 2013, KMEL 2013, IWCWL 2013, WIL 2013, and IWEEC 2013, Revised Selected Papers. Li, Q., Lau, R., Chiu, D. K. W., Shih, T. K., Yang, C-S., Popescu, E., Wang, M. & Sampson, D. G. (eds.). Springer Verlag, p. 170-179 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8390).

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

1 Citation (Scopus)
2014

An effective node-selection scheme for the energy efficiency of solar-powered WSNs in a stream environment

Horng, G. J., Chang, T. Y. & Cheng, S-T., 2014 Jun 1, In : Expert Systems With Applications. 41, 7, p. 3143-3156 14 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Classifier learning and decision making for a connection manager on a heterogeneous network

Cheng, S. T., Hsu, C. W., Horng, G. J. & Li, J. P., 2014 Aug, In : Wireless Personal Communications. 77, 3, p. 2359-2389 31 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Game theory based recommendation mechanism for taxi-sharing

Cheng, S. T., Li, J. P. & Horng, G. J., 2014 Jan 1, Proceedings - 2014 IEEE 28th International Conference on Advanced Information Networking and Applications Workshops, IEEE WAINA 2014. IEEE Computer Society, p. 645-650 6 p. 6844711. (Proceedings - 2014 IEEE 28th International Conference on Advanced Information Networking and Applications Workshops, IEEE WAINA 2014).

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

1 Citation (Scopus)

The adaptive recommendation mechanism for lane-changing at safe distances in vehicular environments

Horng, G. J., Chou, C. L., Chou, J. H., Li, J. P. & Cheng, S. T., 2014 Mar, In : Wireless Personal Communications. 75, 2, p. 1061-1077 17 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

The adaptive road routing recommendation for traffic congestion avoidance in smart city

Cheng, S-T., Li, J. P., Horng, G. J. & Wang, K. C., 2014 Jan 1, In : Wireless Personal Communications. 77, 1, p. 225-246 22 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Using Ontology and RFID Technology to Develop an Agent-Based System for Campus-Safety Management

Li, J. P., Hsu, C. W., Huang, C. L., Horng, G. J. & Cheng, S. T., 2014 Oct 22, In : Wireless Personal Communications. 79, 2, p. 1483-1510 28 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2013

A framework of an agent planning with reinforcement learning for e-pet

Cheng, S-T., Chang, T. Y. & Hsu, C. W., 2013 Jul 12, ICOT 2013 - 1st International Conference on Orange Technologies. p. 310-313 4 p. 6521220. (ICOT 2013 - 1st International Conference on Orange Technologies).

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

3 Citations (Scopus)

An adaptive cluster-based routing mechanism for energy conservation in mobile Ad Hoc networks

Cheng, S. T., Li, J. P. & Horng, G. J., 2013 May 1, In : Wireless Personal Communications. 70, 2, p. 561-579 19 p.

Research output: Contribution to journalReview article

11 Citations (Scopus)

A proactive approach to intrusion detection and malware collection

Chen, C. M., Cheng, S. T. & Zeng, R. Y., 2013 Jul, In : Security and Communication Networks. 6, 7, p. 844-853 10 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Combined hand gesture - Speech model for human action recognition

Cheng, S. T., Hsu, C. W. & Li, J. P., 2013 Dec 12, In : Sensors (Switzerland). 13, 12, p. 17098-17129 32 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

GA-based actuator control method for minimizing power consumption in cyber physical systems

Cheng, S-T., Shih, J. S. & Chang, T. Y., 2013 Jan 1, In : Applied Intelligence. 38, 1, p. 78-87 10 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Hierarchical distributed source coding scheme and optimal transmission scheduling for wireless sensor networks

Cheng, S-T., Shih, J. S., Chou, C. L., Horng, G. J. & Wang, C. H., 2013 May 1, In : Wireless Personal Communications. 70, 2, p. 847-868 22 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Priority-oriented architecture service management on OSGi home-service platform

Cheng, S-T., Chou, C. L. & Horng, G. J., 2013 Jul 1, In : Wireless Personal Communications. 71, 1, p. 611-628 18 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

The adaptive ontology-based personalized recommender system

Cheng, S. T., Chou, C. L. & Horng, G. J., 2013 Mar 19, In : Wireless Personal Communications. 72, 4, p. 1801-1826 26 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Traffic congestion reduce mechanism by adaptive road routing recommendation in smart city

Horng, G. J., Li, J. P. & Cheng, S-T., 2013 Dec 1, 2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings. p. 714-717 4 p. 6703431. (2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings).

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

6 Citations (Scopus)

Using cellular automata to reduce congestion for tourist navigation systems in mobile environments

Cheng, S-T., Chen, Y. J., Horng, G. J. & Wang, C. H., 2013 Dec 1, In : Wireless Personal Communications. 73, 3, p. 441-461 21 p.

Research output: Contribution to journalArticle

Using direction of arrival to estimate obstacle areas in cognitive sensor environments

Cheng, S. T., Horng, G. J. & Wang, C. H., 2013 Mar 1, In : Wireless Personal Communications. 69, 1, p. 269-284 16 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2012

A cyber physical system model using genetic algorithm for actuators control

Cheng, S. T. & Chang, T. Y., 2012 Jun 11, 2012 2nd International Conference on Consumer Electronics, Communications and Networks, CECNet 2012 - Proceedings. p. 2269-2272 4 p. 6201857. (2012 2nd International Conference on Consumer Electronics, Communications and Networks, CECNet 2012 - Proceedings).

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

7 Citations (Scopus)

Adaptive vehicle to vehicle heterogeneous transmission in cooperative cognitive network vanets

Cheng, S-T., Horng, G. J. & Chou, C. L., 2012 Feb 1, In : International Journal of Innovative Computing, Information and Control. 8, 2, p. 1263-1274 12 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2 Citations (Scopus)

An adaptive learning scheme for load balancing with zone partition in multi-sink wireless sensor network

Cheng, S-T. & Chang, T. Y., 2012 Aug 1, In : Expert Systems With Applications. 39, 10, p. 9427-9434 8 p.

Research output: Contribution to journalArticle

28 Citations (Scopus)

An adaptive scenario-based reasoning system across smart houses

Cheng, S. T. & Wang, C. H., 2012 May 1, In : Wireless Personal Communications. 64, 2, p. 287-304 18 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Auto-plug in of context-models is applied in intelligent home information system

Hsu, C. W., Cheng, S. T. & Liu, A., 2012 Dec 1, Proceedings - 2012 3rd Global Congress on Intelligent Systems, GCIS 2012. p. 305-310 6 p. 6449541. (Proceedings - 2012 3rd Global Congress on Intelligent Systems, GCIS 2012).

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

Formulistic detection of malicious fast-flux domains

Chen, C. M., Cheng, S-T., Chou, J. H. & Ou, Y. H., 2012 Dec 1, Proceedings - 2012 5th International Symposium on Parallel Architectures, Algorithms and Programming, PAAP 2012. p. 72-79 8 p. 6424739. (Proceedings - International Symposium on Parallel Architectures, Algorithms and Programming, PAAP).

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

Fuzzy-based actuators controlling for minimizing power consumption in cyber-physical system

Cheng, S. T. & Chou, J. H., 2012 May 14, Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications, AINA 2012. p. 160-166 7 p. 6184866. (Proceedings - International Conference on Advanced Information Networking and Applications, AINA).

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

1 Citation (Scopus)

Optimization of power consumption for wireless sensor networks

Cheng, S. T. & Shih, J. S., 2012 Mar 26, Advances in Electric and Electronics. p. 55-62 8 p. (Lecture Notes in Electrical Engineering; vol. 155 LNEE).

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

OSGi-based smart home architecture for heterogeneous network

Cheng, S-T., Wang, C. H. & Horng, G. J., 2012 Nov 15, In : Expert Systems With Applications. 39, 16, p. 12418-12429 12 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)

SmartMote: An adaptive update mechanism for wireless ad-hoc sensor network

Cheng, S. T., Wang, C. H. & Horng, G. J., 2012 Nov 1, In : Wireless Personal Communications. 67, 2, p. 237-255 19 p.

Research output: Contribution to journalArticle

The adaptive recommendation mechanism for distributed group in mobile environments

Cheng, S. T., Horng, G. J. & Chou, C. L., 2012 Oct 29, In : IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews. 42, 6, p. 1081-1092 12 p., 6330047.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Using cellular automata on recommendation mechanism for smart parking in vehicular environments

Horng, G. J., Wang, C. H. & Cheng, S. T., 2012 Jun 11, 2012 2nd International Conference on Consumer Electronics, Communications and Networks, CECNet 2012 - Proceedings. p. 3683-3686 4 p. 6201624. (2012 2nd International Conference on Consumer Electronics, Communications and Networks, CECNet 2012 - Proceedings).

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

9 Citations (Scopus)

Using interest-aware probabilistic for leisure information dissemination in VANETs

Cheng, S-T. & Li, J. P., 2012 May 14, Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012. p. 772-777 6 p. 6185488. (Proceedings - 26th IEEE International Conference on Advanced Information Networking and Applications Workshops, WAINA 2012).

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

2011

A cross-layer approach of multimedia up-streaming to ensure QoS in WiMAX

Cheng, S-T., Wang, C. H. & Horng, G. J., 2011 Nov 1, In : International Journal of Innovative Computing, Information and Control. 7, 11, p. 6605-6620 16 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

A cyber-physical integrated security framework with fuzzy logic assessment for cultural heritages

Chen, Y. J., Shih, J. S. & Cheng, S-T., 2011 Dec 23, 2011 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2011 - Conference Digest. p. 1843-1847 5 p. 6083939. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

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

7 Citations (Scopus)

Coding-based contention forwarding protocol for cyber-physical systems

Liu, C. Y., Chen, Y. J., Wang, C. H., Hsu, C. W., Cheng, S. T. & Tseng, C. H., 2011 Dec 1, Proceedings - 2011 2nd International Conference on Networking and Computing, ICNC 2011. p. 207-213 7 p. 6131808. (Proceedings - 2011 2nd International Conference on Networking and Computing, ICNC 2011).

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

Connection manager: A FAHP-based system for classifier and decision-making

Cheng, S. T. & Hsu, C. W., 2011 Sep 27, FUZZ 2011 - 2011 IEEE International Conference on Fuzzy Systems - Proceedings. p. 2960-2967 8 p. 6007442. (IEEE International Conference on Fuzzy Systems).

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