Items where Research Group is "Data Science and AI

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Alade, Temitope and Wang, Jiangzhou (2018) Indoor Distributed Antenna Systems for Multi-Storey Buildings. In: 2018 IEEE 87th Vehicular Technology Conference, VTC Spring 2018 - Proceedings. IEEE Vehicular Technology Conference . The Institute of Electrical and Electronics Engineers (IEEE), PRT, pp. 1-5. ISBN 9781538663554

Aleryani, Aliya, Wang, Wenjia and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2018) Dealing with Missing Data and Uncertainty in the Context of Data Mining. In: Hybrid Artificial Intelligent Systems. Hybrid Artificial Intelligent Systems . Springer, pp. 289-301. ISBN 978-3-319-92638-4

Alhadreti, Obead and Mayhew, Pam (2018) Are two pairs of eyes better than one? A comparison of concurrent think-aloud and co-participation methods in usability testing. Journal of Usability Studies, 13 (4). pp. 177-195. ISSN 1931-3357

Alhadreti, Obead and Mayhew, Pam (2018) Rethinking thinking aloud: A comparison of three think-aloud protocols. In: CHI '18 Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery (ACM), CAN, pp. 1-12. ISBN 978-1-4503-5620-6

Alharbi, Najmah, Zhou, Ji and Wang, Wenjia (2018) Automatic Counting of Wheat Spikes from Wheat Growth Images. In: 7th International Conference on Pattern Recognition Applications and Methods. SciTePress – Science and Technology Publications, PRT, pp. 346-355. ISBN 978-989-758-276-9

Alyahyan, Saleh and Wang, Wenjia (2018) Generalised Decision Level Ensemble Method for Classifying Multi-media Data. In: SGAI 2018: Artificial Intelligence XXXV. Springer, GBR, pp. 326-339. ISBN 978-3-030-04190-8

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Bakbergenuly, Ilyas and Kulinskaya, Elena (2018) Meta-analysis of binary outcomes via generalized linear mixed models: a simulation study. BMC Medical Research Methodology, 18. ISSN 1471-2288

Bastkowski, Sarah, Mapleson, Daniel, Spillner, Andreas, Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001, Balvočiūtė, Monika and Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435 (2018) SPECTRE: a Suite of PhylogEnetiC Tools for Reticulate Evolution. Bioinformatics, 34 (6). 1056–1057. ISSN 1367-4803

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Cao, Yue, Kaiwartya, Omprakash, Aslam, Nauman, Han, Chong, Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Zhuang, Yuan and Dianati, Mehrdad (2018) A trajectory-driven opportunistic routing protocol for VCPS. IEEE Transactions on Aerospace and Electronic Systems, 54 (6). pp. 2628-2642. ISSN 0018-9251

Cao, Yue, Song, Houbing, Kaiwartya, Omprakash, Zhou, Bingpeng, Zhuang, Yuan, Cao, Yang and Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607 (2018) Mobile edge computing for big-data-enabled electric vehicle charging. IEEE Communications Magazine, 56 (3). pp. 150-156. ISSN 0163-6804

Cao, Yue, Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Liu, William, Cao, Yang, Chiaraviglio, Luca, Wu, Jinsong and Putrus, Ghanim (2018) Reservation based electric vehicle charging using battery switch. In: 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings. IEEE International Conference on Communications . The Institute of Electrical and Electronics Engineers (IEEE), USA. ISBN 9781538631805

Chan, Tsung-Yen, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Tseng, Yu-Chee and Chen, Jyh-Cheng (2018) How to reduce unexpected eMBMS session disconnection: Design and performance analysis. IEEE Wireless Communications Letters, 7 (1). pp. 126-129. ISSN 2162-2337

Chen, Zitao, Ren, Wei, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 and Choo, Kim-Kwang Raymond (2018) LiReK: A lightweight and real-time key establishment scheme for wearable embedded devices by gestures or motions. Future Generation Computer Systems, 84. pp. 126-138. ISSN 0167-739X

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Dau, Hoang Anh, Silva, Diego Furtado, Petitjean, Francois, Forestier, Germain, Bagnall, Anthony, Mueen, Abdullah and Keogh, Eamonn (2018) Optimizing dynamic time warping’s window width for time series data mining applications. Data Mining and Knowledge Discovery, 32 (4). 1074–1120. ISSN 1384-5810

Daviaud, Laure, Johnson, Marianne and Kambites, Mark (2018) Identities in upper triangular tropical matrix semigroups and the bicyclic monoid. Journal of Algebra, 501. pp. 503-525. ISSN 0021-8693

Daviaud, Laure and Paperman, Charles (2018) Classes of languages generated by the Kleene star of a word. Information and Computation, 262. pp. 90-109. ISSN 0890-5401

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Francis, Andrew, Huber, Katharina T., Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435 and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2018) Bounds for phylogenetic network space metrics. Journal of Mathematical Biology, 76 (5). 1229–1248. ISSN 0303-6812

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Gharghabi, Shaghayegh, Imani, Shima, Bagnall, Anthony, Darvishzadeh, Amirali and Keogh, Eamonn (2018) Matrix Profile XII: MPDist: A Novel Time Series Distance Measure to allow Data Mining in more Challenging Scenarios. In: IEEE International Conference on Data Mining. UNSPECIFIED, pp. 965-970.

Guo, Jinyi, Ren, Wei, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 and Zhu, Tianqin (2018) A watermark-based in-situ access control model for image big data. Future Internet, 10 (8). ISSN 1999-5903

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Hsu, Chia-An, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Lin, Kate Ching-Ju and Tseng, Yu-Chee (2018) Hey! I have something for you: Paging cycle based random access for LTE-A. In: Proceedings of the IEEE International Conference on Communications (ICC 2018). The Institute of Electrical and Electronics Engineers (IEEE).

Huang, Teng-Wei, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Lin, Kate Ching-Ju and Tseng, Yu-Chee (2018) r-Hint: A message-efficient random access response for mMTC in 5G networks. In: Proc. IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC 2017). The Institute of Electrical and Electronics Engineers (IEEE). ISBN 978-1-5386-3529-2

Huber, Katharina T., Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435, Semple, Charles and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2018) Quarnet inference rules for level-1 networks. Bulletin of Mathematical Biology, 80 (8). 2137–2153. ISSN 0092-8240

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Kelk, Steven, Stamoulis, Georgios and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2018) Treewidth distance on phylogenetic trees. Theoretical Computer Science, 731. pp. 99-117. ISSN 0304-3975

Khalid, Muhammad, Cao, Yue, Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Han, Chong, Peng, Linyu, Aslam, Nauman and Ahmad, Naveed (2018) Towards autonomy:Cost-effective scheduling for long-range autonomous valet parking (LAVP). In: 2018 IEEE Wireless Communications and Networking Conference, WCNC 2018. IEEE Wireless Communications and Networking Conference, WCNC . The Institute of Electrical and Electronics Engineers (IEEE), ESP, pp. 1-6. ISBN 9781538617342

Khan, Faheem, Milner, Ben P. and Le Cornu, Thomas (2018) Using visual speech information in masking methods for audio speaker separation. IEEE Transactions on Audio, Speech, and Language Processing, 26 (10). pp. 1742-1754. ISSN 1558-7916

Kulinskaya, Elena and Dollinger, Michael B. (2018) Contribution to the discussion of “When should meta‐analysis avoid making hidden normality assumptions?”. pp. 1066-1067.

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Large, James, Kemsley, E Kate, Wellner, Nikolaus, Goodall, Ian and Bagnall, Anthony (2018) Detecting Forged Alcohol Non-invasively Through Vibrational Spectroscopy and Machine Learning. In: PAKDD 2018: Advances in Knowledge Discovery and Data Mining. Springer, AUS, pp. 298-309. ISBN 978-3-319-93033-6

Li, Yangfan, Ren, Wei, Zhu, Tianqing, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Qin, Yue and Jie, Wei (2018) RIMS: A Real-time and intelligent monitoring system for live-broadcasting platforms. Future Generation Computer Systems, 87. pp. 259-266. ISSN 0167-739X

Lines, Jason ORCID: https://orcid.org/0000-0002-1496-5941, Taylor, Sarah and Bagnall, Anthony (2018) Time series classification with HIVE-COTE: The hierarchical vote collective of transformation-based ensembles. ACM Transactions on Knowledge Discovery from Data, 12 (5). ISSN 1556-4681

Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619 and Grzes, Marek (2018) Improving language modelling with noise contrastive estimation. In: Proceedings of the 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. 32nd AAAI Conference on Artificial Intelligence, AAAI 2018 . AAAI Press, USA, pp. 5277-5284. ISBN 9781577358008

Luo, Chunbo, Casaseca-de-la-Higuera, Pablo, McClean, Sally, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 and Ren, Peng (2018) Characterization of received signal strength perturbations using Allan variance. IEEE Transactions on Aerospace and Electronic Systems, 54 (2). pp. 873-889. ISSN 0018-9251

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Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843 (2018) A machine learning framework for context specific collimation and workflow phase detection. In: 15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering, Lisbon, Portugal, 26/03/18. UNSPECIFIED.

Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Alhrishy, Mazen, Narayan, Srinivas Ananth, Mountney, Peter and Rhode, Kawal S. (2018) A novel real-time computational framework for detecting catheters and rigid guidewires in cardiac catheterization procedures. Medical Physics, 45 (11). pp. 5066-5079. ISSN 0094-2405

Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Dagnino, Giulio, Georgilas, Ioannis and Dogramadzi, Sanja (2018) Automatic tool detection in X-ray images for robotic assisted joint fracture surgery. In: Proceedings - 2017 IEEE International Conference on Internet of Things, IEEE Green Computing and Communications, IEEE Cyber, Physical and Social Computing, IEEE Smart Data, iThings-GreenCom-CPSCom-SmartData 2017. The Institute of Electrical and Electronics Engineers (IEEE), pp. 883-887.

Mansfield, Catherine, Newman, Jacob L., Olsson, Tjelvar S. G., Hartley, Matthew, Chan, Jordi and Coen, Enrico (2018) Ectopic BASL reveals tissue cell polarity throughout leaf development in Arabidopsis thaliana. Current Biology, 28 (16). 2638-2646.e4. ISSN 0960-9822

Moulton, Vincent ORCID: https://orcid.org/0000-0001-9371-6435, Spillner, Andreas and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2018) UPGMA and the normalized equidistant minimum evolution problem. Theoretical Computer Science, 721. pp. 1-15. ISSN 0304-3975

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Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Chen, Jyh-Cheng and Chin, Jui-Chih (2018) Impacts of S1 and X2 interfaces on eMBMS handover failure: Solution and performance analysis. IEEE Transactions on Vehicular Technology, 67 (7). pp. 6599-6614. ISSN 0018-9545

Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Huang, Tzu-Ming, Lin, Kate Ching-Ju and Tseng, Yu-Chee (2018) On scalable service function chaining with O(1) flowtable entries. In: IEEE INFOCOM 2018 - IEEE Conference on Computer Communications. The Institute of Electrical and Electronics Engineers (IEEE), pp. 702-710.

Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Phung-Duc, Tuan, Liu, Yi-Kuan, Chen, Jyh-Cheng and Lin, Yi-Hao (2018) ASA: Adaptive VNF Scaling Algorithm for 5G Mobile Networks. In: 7th IEEE International Conference on Cloud Networking, CloudNet 2018, Tokyo, Japan, October 22-24, 2018. UNSPECIFIED, pp. 1-4.

Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Tsai, Tsung-Han, Huang, Ji-Cheng, Wu, Cheng-Wei and Tseng, Yu-Chee (2018) Flowtable-Free Routing for Data Center Networks: A Software-Defined Approach. In: GLOBECOM 2017 - 2017 IEEE Global Communications Conference. The Institute of Electrical and Electronics Engineers (IEEE). ISBN 978-1-5090-5020-8

Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Tung, Chih-Wei, Chen, Jyh-Cheng and Li, Frank Y. (2018) Proportional and preemption-enabled traffic offloading for IP flow mobility: Algorithms and performance evaluation. IEEE Transactions on Vehicular Technology, 67 (12). pp. 12095-12108. ISSN 0018-9545

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Websdale, Danny, Taylor, Sarah and Milner, Ben (2018) The Effect of Real-Time Constraints on Automatic Speech Animation. In: Proceedings of Interspeech 2018. UNSPECIFIED, pp. 2479-2483.

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Xu, Yining, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719, Lin, Kate Ching-Ju and Tseng, Yu-Chee (2018) A hint-based random access protocol for mMTC in 5G mobile network. In: Proceedings of the 15th IEEE International Conference on Mobile Ad Hoc and Sensor Systems. UNSPECIFIED, pp. 388-396.

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Yang, Jialiang, Liao, Bo, Ye, Jianqiang and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2018) Special Issue on “Computational Tools for Investigating Pathogen, Pathogen-Host Interaction, and Infectious Disease”. Canadian Journal of Infectious Diseases and Medical Microbiology, 2018. ISSN 1712-9532

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Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607 and Cao, Yue (2018) Mobile data offloading efficiency:A stochastic analytical view. In: 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings. 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings . The Institute of Electrical and Electronics Engineers (IEEE), USA, pp. 1-6. ISBN 9781538643280

Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Cao, Yue, Peng, Linyu and Li, Junhuai (2018) Enhancing Mobile Data Offloading With In-Network. In: Paving the Way for 5G Through the Convergence of Wireless Systems. IGI Global, pp. 250-270.

Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Wang, Ning, Cao, Yue, Peng, Linyu and Meng, Haining (2018) A stochastic analytical modeling framework on ISP-P2P collaborations in multidomain environments. IEEE Systems Journal, 12 (3). pp. 2320-2331. ISSN 1932-8184

Zhong, Sheng, Ren, Wei, Zhu, Tianqing, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 and Choo, Kim-Kwang Raymond (2018) Performance and security evaluations of identity-and pairing-based digital signature algorithms on Windows, Android, and Linux platforms: Revisiting the algorithms of Cha and Cheon, Hess, Barreto, Libert, McCullagh and Quisquater, and Paterson and Schuldt. IEEE Access, 6. pp. 37850-37857. ISSN 2169-3536