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  • Michael Sheng
2020

A short survey of pre-trained language models for conversational AI: a New Age in NLP

Zaib, M., Sheng, Q. Z. & Emma Zhang, W., 2020, Proceedings of the Australasian Computer Science Week Multiconference 2020, ACSW 2020. New York: Association for Computing Machinery (ACM), a11

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

A system for effectively predicting flight delays based on IoT data

Aljubairy, A., Zhang, W. E., Shemshadi, A., Mahmood, A. & Sheng, Q. Z., 6 Feb 2020, In : Computing. 24 p.

Research output: Contribution to journalArticle

Complex network-based web service for Web-API discovery

Adeleye, O., Yu, J., Yongchareon Yongchareon, S., Han, Y. & Sheng, Q., 2020, Proceedings of the Australasian Computer Science Week Multiconference 2020, ACSW 2020. New York: Association for Computing Machinery (ACM), 10 p. 18. (ACM International Conference Proceeding Series).

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

Detecting the evolving community structure in dynamic social networks

Liu, F., Wu, J., Xue, S., Zhou, C., Yang, J. & Sheng, Q., Mar 2020, In : World Wide Web. 23, 2, p. 715-733 19 p.

Research output: Contribution to journalArticle

Geographic-aware collaborative filtering for web service recommendation

Botangen, K. A., Yu, J., Sheng, Q. Z., Han, Y. & Yongchareon, S., 1 Aug 2020, In : Expert Systems With Applications. 151, 18 p., 113347.

Research output: Contribution to journalArticle

Guest editorial: Energy management, protocols, and security for the next-generation networks and Internet of Things

Singh, S., Sheng, Q. Z., Benkhelifa, E. & Lloret, J., May 2020, In : IEEE Transactions on Industrial Informatics. 16, 5, p. 3515-3520 6 p.

Research output: Contribution to journalReview article

Intelligent knowledge lakes: the age of Artificial Intelligence and big data

Beheshti, A., Benatallah, B., Sheng, Q. Z. & Schiliro, F., 2020, Web Information Systems Engineering: WISE 2019 Workshop, Demo, and Tutorial, Revised Selected Papers. U, L. H., Yang, J., Cai, Y., Karlapalem, K., Liu, A. & Huang, X. (eds.). Singapore: Springer, Springer Nature, p. 24-34 11 p. (Communications in Computer and Information Science; vol. 1155 CCIS).

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

Modelling the publishing process of big location data using deep learning prediction methods

Yan, Y., Wang, B., Sheng, Q. Z., Mahmood, A., Feng, T. & Xie, P., Mar 2020, In : Electronics (Switzerland). 9, 3, 21 p., 420.

Research output: Contribution to journalArticle

Open Access
File

Quantifying the adaptability of workflow-based service compositions

Botangen, K. A., Yu, J., Han, Y., Sheng, Q. Z. & Han, J., 1 Jan 2020, In : Future Generation Computer Systems. 102, p. 95-111 17 p.

Research output: Contribution to journalArticle

SSL-SVD: semi-supervised learning based sparse trust recommendation

Hu, Z., Xu, G., Zheng, X., Liu, J., Li, Z., Sheng, Q. Z., Lian, W. & Xian, H., Jan 2020, In : ACM Transactions on Internet Technology. 20, 1, 20 p., 4.

Research output: Contribution to journalArticle

User interface derivation for business processes

Han, L., Yang, J., Zhao, W. & Sheng, Q. Z., Mar 2020, In : IEEE Transactions on Knowledge and Data Engineering. 32, 3, p. 560-573 14 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2019

A cost-effective and non-invasive system for sleep and vital signs monitoring using passive RFID tags

Hussain, Z., Sagar, S., Zhang, W. E. & Sheng, Q. Z., 2019, Proceedings of the 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MobiQuitous 2019. New York: Association for Computing Machinery, p. 153-161 9 p.

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

A fitness-based evolving network for Web-APIs discovery

Adeleye, O., Yu, J., Yongchareon, S., Sheng, Q. Z. & Yang, L. H., 29 Jan 2019, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2019. Association for Computing Machinery, 10 p. a49

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

A framework for Internet of Things Search Engines engineering

Tran, N. K., Babar, M. A., Sheng, Q. Z. & Grundy, J., 2019, 26th Asia-Pacific Software Engineering Conference, APSEC 2019. Los Alimatos, CA: Institute of Electrical and Electronics Engineers (IEEE), p. 228-235 8 p. 8945617

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

A hybrid trust management heuristic for VANETs

Mahmood, A., Butler, B., Zhang, W. E., Sheng, Q. Z. & Siddiqui, S. A., 1 Mar 2019, 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019. Institute of Electrical and Electronics Engineers (IEEE), p. 748-752 5 p. 8730675

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

2 Citations (Scopus)

AMRNN: attended multi-task recurrent neural networks for dynamic illness severity prediction

Chen, W., Long, G., Yao, L. & Sheng, Q. Z., 21 Sep 2019, In : World Wide Web.

Research output: Contribution to journalArticle

Context-aware and adaptive QoS prediction for mobile edge computing services

Sheng, Q. Z., Xu, X., Chu, D. H. & Zhang, W. E., 30 Sep 2019, In : IEEE Transactions on Services Computing.

Research output: Contribution to journalArticle

Context-aware multi-QoS prediction for services in mobile edge computing

Liu, Z., Sheng, Q. Z., Zhang, W. E., Chu, D. & Xu, X., 1 Jul 2019, Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019: Part of the 2019 IEEE World Congress on Services. Bertino, E., Chang, C. K., Chen, P., Damiani, E., Goul, M. & Oyama, K. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 72-79 8 p. 8814132

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

DAMTRNN: a Delta Attention-Based Multi-task RNN for Intention Recognition

Chen, W., Yue, L., Li, B., Wang, C. & Sheng, Q. Z., 2019, Advanced Data Mining and Applications: 15th International Conference, ADMA 2019, Proceedings. Li, J., Wang, S., Qin, S., Li, X. & Wang, S. (eds.). Cham, Switzerland: Springer, Springer Nature, p. 373-388 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11888 LNAI).

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

Demo abstract: an end-to-end real-time efficient system for smart energy monitoring

Nguyen, V. K., Zhang, W. E., Le, K., Mahmood, A. & Sheng, Q. Z., 2019, IEEE Conference on Computer Communications Workshops, INFOCOM 2019. Institute of Electrical and Electronics Engineers (IEEE), p. 957-958 2 p. 8845260

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

Distantly supervised relation extraction through a trade-off mechanism

Ni, J., Liu, Y., Wang, K., Zhao, Z. & Sheng, Q. Z., 1 Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 1-7 7 p. 8852069

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

Dual-stream self-attentive random forest for false information detection

Dong, M., Yao, L., Wang, X., Benatallah, B., Zhang, X. & Sheng, Q. Z., 1 Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 1-8 8 p. 8851765

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

Dynamic release of big location data based on adaptive sampling and differential privacy

Yan, Y., Zhang, L., Sheng, Q. Z., Wang, B., Gao, X. & Cong, Y., 2019, In : IEEE Access. 7, p. 164962-164974 13 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)

Guest editorial: data-centric Big Services

Sheng, Q. Z., Xu, X., Chang, R. N. & Zhang, L. J., 1 May 2019, In : IEEE Transactions on Services Computing. 12, 3, p. 341-342 2 p., 8733963.

Research output: Contribution to journalEditorial

Guest editors' introduction for special issue on service management for the Internet of Things

Tata, S., Sheng, Q. Z. & Stroulia, E., Mar 2019, In : ACM Transactions on Internet Technology. 19, 1, p. 1-3 3 p., 6.

Research output: Contribution to journalEditorial

iCOP: IoT-enabled policing processes

Schiliro, F., Beheshti, A., Ghodratnama, S., Amouzgar, F., Benatallah, B., Yang, J., Sheng, Q. Z., Casati, F. & Motahari-Nezhad, H. R., 1 Jan 2019, Service-Oriented Computing – ICSOC 2018 Workshops: ADMS, ASOCA, ISYyCC, CloTS, DDBS, and NLS4IoT, Revised Selected Papers. Liu, X., Mrissa, M., Zhang, L., Benslimane, D., Ghose, A., Wang, Z., Bucchiarone, A., Zhang, W., Zou, Y. & Yu, Q. (eds.). Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 447-452 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11434 LNCS).

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

2 Citations (Scopus)

Incremental graph pattern based node matching with multiple updates

Sun, G., Liu, G., Wang, Y., Orgun, M., Sheng, Q. Z. & Zhou, X., 19 Sep 2019, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Integrating geographical and functional relevance to implicit data for web service recommendation

Botangen, K. A., Yu, J., Yongchareon, S., Yang, L. H. & Sheng, Q. Z., 2019, Service-Oriented Computing: 17th International Conference, ICSOC 2019, Proceedings. Yangui, S., Bouassida Rodriguez, I., Drira, K. & Tari, Z. (eds.). Switzerland: Springer, p. 53-57 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11895 LNCS).

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

Internet of Things meets brain-computer interface: a unified deep learning framework for enabling human-thing cognitive interactivity

Zhang, X., Yao, L., Zhang, S., Kanhere, S., Sheng, M. & Liu, Y., 1 Apr 2019, In : IEEE Internet of Things Journal. 6, 2, p. 2084-2092 9 p., 8506382.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Internet of things search engine

Tran, N. K., Sheng, Q. Z., Ali Babar, M., Yao, L., Zhang, W. E. & Dustdar, S., 1 Jul 2019, In : Communications of the ACM. 62, 7, p. 66-73 8 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

IoT device identification via network-flow based fingerprinting and learning

Hamad, S. A., Zhang, W. E., Sheng, Q. Z. & Nepal, S., 1 Aug 2019, Proceedings of 2019 18th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/13th IEEE International Conference on Big Data Science and Engineering, TrustCom/BigDataSE 2019. Los Alamitos, CA: Institute of Electrical and Electronics Engineers (IEEE), p. 103-111 9 p.

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

iSheets: a spreadsheet-based machine learning development platform for data-driven process analytics

Amouzgar, F., Beheshti, A., Ghodratnama, S., Benatallah, B., Yang, J. & Sheng, Q. Z., 1 Jan 2019, Service-Oriented Computing – ICSOC 2018 Workshops: ADMS, ASOCA, ISYyCC, CloTS, DDBS, and NLS4IoT, Revised Selected Papers. Liu, X., Mrissa, M., Zhang, L., Benslimane, D., Ghose, A., Wang, Z., Bucchiarone, A., Zhang, W., Zou, Y. & Yu, Q. (eds.). Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 453-457 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11434 LNCS).

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

2 Citations (Scopus)

ITS-Frame: a framework for multi-aspect analysis in the field of intelligent transportation systems

Xu, X., Liu, Y., Wang, W., Zhao, X., Sheng, Q. Z., Wang, Z. & Shi, B., Aug 2019, In : IEEE Transactions on Intelligent Transportation Systems. 20, 8, p. 2893-2902 10 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

MFE-HAR: multiscale feature engineering for human activity recognition using wearable sensors

Lu, J., Zheng, X., Sheng, Q. Z., Hussain, Z., Wang, J. & Zhou, W., 2019, MobiQuitous '19: Proceedings of the 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services. New York, NY: Association for Computing Machinery (ACM), p. 180-189 10 p.

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

Modeling multi-purpose sessions for next-item recommendations via mixture-channel purpose routing networks

Wang, S., Hu, L., Wang, Y., Sheng, Q. Z., Orgun, M. & Cao, L., 2019, 2019 International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 3771-3777 7 p.

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

N2TM: a new node to trust matrix method for spam worker defense in crowdsourcing environments

Ye, B., Wang, Y., Orgun, M. & Sheng, Q. Z., 2019, Service-Oriented Computing: 17th International Conference, ICSOC 2019, Proceedings. Yangui, S., Bouassida Rodriguez, I., Drira, K. & Tari, Z. (eds.). Switzerland: Springer, p. 119-134 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11895 LNCS).

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

Nonrigid point set registration with robust transformation learning under manifold regularization

Ma, J., Wu, J., Zhao, J., Jiang, J., Zhou, H. & Sheng, Q. Z., Dec 2019, In : IEEE Transactions on Neural Networks and Learning Systems. 30, 12, p. 3584-3597 14 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)

Novel artificial bee colony algorithms for QoS-aware service selection

Wang, X., Xu, X., Sheng, Q. Z., Wang, Z. & Yao, L., 1 Mar 2019, In : IEEE Transactions on Services Computing. 12, 2, p. 247-261 15 p., 7574305.

Research output: Contribution to journalArticle

7 Citations (Scopus)

On personalized cloud service provisioning for mobile users using adaptive and context-aware service composition

Badidi, E., Atif, Y., Sheng, Q. Z. & Maheswaran, M., Apr 2019, In : Computing. 101, 4, p. 291-318 28 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
188 Downloads (Pure)

Overcoming the bottlenecks in next-generation heterogeneous vehicular networks: Is SDN the optimal solution?

Mahmood, A., Zhang, W. E. & Sheng, Q. Z., 29 Jan 2019, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2019. Association for Computing Machinery, 4 p. a6

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

Preface

Hacid, H., Sheng, Q. Z., Yoshida, T., Sarkheyli, A. & Zhou, R., 2019, Data Quality and Trust in Big Data: 5th International Workshop, QUAT 2018, Held in Conjunction with WISE 2018 Dubai, UAE, November 12–15, 2018 Revised Selected Papers. Hacid, H., Sheng, Q. Z., Yoshida, T., Sarkheyli, A. & Zhou, R. (eds.). Cham, Switzerland, Vol. 11235 LNCS. p. v-vi 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript/introduction

Recommendations on the Internet of Things: requirements, challenges, and directions

Yao, L., Wang, X., Sheng, Q. Z., Dustdar, S. & Zhang, S., 1 May 2019, In : IEEE Internet Computing. 23, 3, p. 46-54 9 p., 8766954.

Research output: Contribution to journalArticle

Sequential recommender systems: challenges, progress and prospects

Wang, S., Hu, L., Wang, Y., Cao, L., Sheng, Q. Z. & Orgun, M., Aug 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2019-August. p. 6332-6338 7 p.

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

SmartVote: a full-fledged graph-based model for multi-valued truth discovery

Fang, X. S., Sheng, Q. Z., Wang, X., Chu, D. & Ngu, A. H. H., Jul 2019, In : World Wide Web. 22, 4, p. 1855-1885 31 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Software-defined heterogeneous vehicular networking: the architectural design and open challenges

Mahmood, A., Zhang, W. E. & Sheng, Q. Z., 11 Mar 2019, In : Future Internet. 11, 3, p. 1-17 17 p., 70.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
137 Downloads (Pure)

Source-aware crisis-relevant tweet identification and key information summarization

Ning, X., Yao, L., Benatallah, B., Zhang, Y., Sheng, Q. Z. & Kanhere, S. S., Nov 2019, In : ACM Transactions on Internet Technology. 19, 3, p. 1-20 20 p., 37.

Research output: Contribution to journalArticle

STG2seq: spatial-temporal graph to sequence model for multi-step passenger demand forecasting

Bai, L., Yao, L., Kanhere, S. S., Wang, X. & Sheng, Q. Z., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 1981-1987 7 p.

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

1 Citation (Scopus)

Transactional behavior verification in business process as a service configuration

Bourne, S., Szabo, C. & Sheng, Q. Z., 1 Mar 2019, In : IEEE Transactions on Services Computing. 12, 2, p. 290-303 14 p., 7850959.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2018

Advances in applying soft computing techniques for big data and cloud computing

Gupta, B. B., Agrawal, D. P., Yamaguchi, S. & Sheng, M., 1 Dec 2018, In : Soft Computing. 22, 23, p. 7679-7683 5 p.

Research output: Contribution to journalEditorial

1 Citation (Scopus)

A learning-based framework for improving querying on web interfaces of curated knowledge bases

Zhang, W. E., Sheng, Q. Z., Yao, L., Taylor, K., Shemshadi, A. & Qin, Y., 1 Feb 2018, In : ACM Transactions on Internet Technology. 18, 3, p. 1-20 20 p., 35.

Research output: Contribution to journalArticle

1 Citation (Scopus)