Items where Research Group is "Data Science and AI

A

Ahmad, Bilal, Maroof, Zaib, Mcclean, Sally, Charles, Darryl and Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 (2020) Economic impact of energy saving techniques in cloud server. Cluster Computing, 23 (2). 611–621. ISSN 1386-7857

Al Ghamdi, Mostafa, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 and Wang, Wenjia (2020) Weighted Ensemble Methods for Predicting Train Delays. In: Computational Science and Its Applications – ICCSA 2020 - 20th International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . UNSPECIFIED, 978-3-030-58798-7, pp. 586-600. ISBN 9783030587987

Alade, Temitope, Welch, Ruel, Robinson, Andrew and Nichol, Lynn (2020) Mobile learning for just-in-time knowledge acquisition in a workplace environment. In: Proceedings - 3rd International Conference on Information and Computer Technologies, ICICT 2020. Proceedings - 3rd International Conference on Information and Computer Technologies, ICICT 2020 . The Institute of Electrical and Electronics Engineers (IEEE), USA, pp. 198-204. ISBN 9781728172835

Alahamade, Wedad, Lake, Iain ORCID: https://orcid.org/0000-0003-4407-5357, Reeves, Claire E. ORCID: https://orcid.org/0000-0003-4071-1926 and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2020) Clustering Imputation for Air Pollution Data. In: Hybrid Artificial Intelligent Systems. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer, Cham, pp. 585-597. ISBN 978-3-030-61705-9

Aleryani, Aliya, Wang, Wenjia and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2020) Multiple Imputation Ensembles (MIE) for dealing with missing data. SN Computer Science, 1 (3). ISSN 2661-8907

B

Bagnall, Tony, Flynn, Michael, Large, James and Middlehurst, Matthew (2020) On the Usage and Performance of the Hierarchical Vote Collective of Transformation-Based Ensembles Version 1.0 (HIVE-COTE v1.0). In: Lecture Notes in Computer Science. Springer, pp. 3-18. ISBN 978-3-030-65741-3

Bakbergenuly, Ilyas, Hoaglin, David and Kulinskaya, Elena (2020) Estimation in meta-analyses of mean difference and standardized mean difference. Statistics in Medicine, 39 (2). pp. 171-191. ISSN 0277-6715

Bakbergenuly, Ilyas, Hoaglin, David and Kulinskaya, Elena (2020) Methods for estimating between-study variance and overall effect in meta-analysis of odds-ratios. Research Synthesis Methods, 11 (3). pp. 426-442. ISSN 1759-2879

Balkhoyor, Ahmed Mohammed, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Biyani, Shekhar, Schaefer, Alexandre, Craddock, Matt, Jones, Olivia, Manogue, Michael, Mon-Williams, Mark A. and Mushtaq, Faisal (2020) Frontal theta brain activity varies as a function of surgical experience and task error. BMJ Surgery, Interventions, & Health Technologies, 2 (1). ISSN 2631-4940

Begun, Alexander, MacGregor, Alexander J. ORCID: https://orcid.org/0000-0003-2163-2325, Pchejetski, Dmitri and Kulinskaya, Elena (2020) Dynamic early identification of hip replacement implants with high revision rates. Study based on the NJR data from UK during 2004-2012. PLoS One, 15 (8). ISSN 1932-6203

Bogacz, Martyna, Hess, Stephane, Calastri, Chiara, Choudhury, Charisma F., Erath, Alexander, van Eggermond, Michael A. B., Mushtaq, Faisal, Nazemi, Mohsen and Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245 (2020) Comparison of cycling behavior between keyboard-controlled and instrumented bicycle experiments in virtual reality. Transportation Research Record, 2674 (7). pp. 244-257. ISSN 0361-1981

Bojańczyk, Mikołaj, Daviaud, Laure, Guillon, Bruno, Penelle, Vincent and Sreejith, A. V. (2020) Undecidability of a weak version of MSO+U. Logical Methods in Computer Science, 16 (1).

C

Chen, Yuling, Yin, Hongyan, Xiang, Yuexin, Ren, Wei, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 and Xiong, Neal Naixue (2020) CVT: A crowdsourcing video transcoding scheme based on blockchain smart contracts. IEEE Access, 8. pp. 220672-220681. ISSN 2169-3536

Choi, Kwok Pui, Thompson, Ariadne and Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 (2020) On cherry and pitchfork distributions of random rooted and unrooted phylogenetic trees. Theoretical Population Biology, 132. pp. 92-104. ISSN 0040-5809

E

Edo-Osagie, Oduwa, De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826, Lake, Iain ORCID: https://orcid.org/0000-0003-4407-5357 and Edeghere, Obaghe (2020) An Evolutionary Approach to Automatic Keyword Selection for Twitter Data Analysis. In: Hybrid Artificial Intelligent Systems. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer, Cham, pp. 160-171. ISBN 978-3-030-61705-9

Edo-Osagie, Osagioduwa, De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826, Lake, Iain ORCID: https://orcid.org/0000-0003-4407-5357 and Edeghere, Obaghe (2020) A scoping review of the use of Twitter for public health research. Computers in Biology and Medicine, 122. ISSN 0010-4825

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Gharghabi, Shaghayegh, Imani, Shima, Bagnall, Anthony, Darvishzadeh, Amirali and Keogh, Eamonn (2020) An ultra-fast time series distance measure to allow data mining in more complex real-world deployments. Data Mining and Knowledge Discovery, 34 (4). 1104–1135. ISSN 1384-5810

Ghori, Khawaja MoyeezUllah, Abbasi, Rabeeh Ayaz, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Imran, Muhammad, Ullah, Atta and Szathmary, Laszlo (2020) Impact of Feature Selection on Non-technical Loss Detection. In: Proceedings - 2020 6th Conference on Data Science and Machine Learning Applications, CDMA 2020. The Institute of Electrical and Electronics Engineers (IEEE), pp. 19-24. ISBN 9781728127460

Ghori, Khawaja Moyeezullah, Abbasi, Rabeeh Ayaz, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Imran, Muhammad, Ullah, Ata and Szathmary, Laszlo (2020) Performance analysis of different types of machine learning classifiers for non-technical loss detection. IEEE Access, 8. pp. 16033-16048. ISSN 2169-3536

Greenman, Christopher, Wu, Taoyang ORCID: https://orcid.org/0000-0002-2663-2001 and Penso Dolfin, Luca (2020) The complexity of genome rearrangement combinatorics under the infinite sites model. Journal of Theoretical Biology, 501. ISSN 0022-5193

Guijo-Rubio, David, Gutierrez, Pedro, Bagnall, Tony and Hervás-Martínez, César (2020) Time series ordinal classification via shapelets. In: International Joint Conference on Neural Networks (IJCNN). Proceedings of the International Joint Conference on Neural Networks . UNSPECIFIED, pp. 1-8. ISBN 9781728169262

Guijo-Rubio, David, Gutiérrez, Pedro Antonio, Bagnall, Tony and Hervás-Martínez, César (2020) Ordinal Versus Nominal Time Series Classification. In: Lecture Notes in Computer Science. UNSPECIFIED, pp. 19-29. ISBN 978-3-030-65741-3

H

Hsu, Chia-An, Lin, Kate Ching-Ju, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 and Tseng, Yu-Chee (2020) On optimizing signaling efficiency of retransmissions for voice LTE. In: 2020 IEEE Wireless Communications and Networking Conference (WCNC), 2020-05-25 - 2020-05-28, Seoul, Korea (South).

J

Jiang, Caigui, Wang, Cheng ORCID: https://orcid.org/0000-0003-4711-4534, Rist, Florian, Wallner, Johannes and Pottmann, Helmut (2020) Quad-mesh based isometric mappings and developable surfaces. ACM Transactions on Graphics, 39 (4). ISSN 0730-0301

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Khampuengson, Thakolpat, Bagnall, Tony and Wang, Wenjia (2020) Developing Ensemble Methods for Detecting Anomalies in Water Level Data. In: The 22nd International Conference on Big Data Analytics and Knowledge Discovery. Springer, SVK, pp. 145-151. ISBN 9783030637989

Kulinskaya, Elena, Bakbergenuly, Ilyas, Gitsels, Lisanne and Wright, Nigel (2020) Calculation of changes in life expectancy based on proportional hazards model of an intervention. Insurance Mathematics and Economics, 93. pp. 27-35.

Kulinskaya, Elena, Dollinger, Michael B. and Bjørkestøl, Kirsten (2020) Erratum to: On the moments of Cochran's Q statistic under the null hypothesis, with application to the meta-analysis of risk difference (Res Syn Meth., (2011), 2, (254-270), 10.1002/jrsm.54). Research Synthesis Methods, 11 (6). p. 920. ISSN 1759-2887

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Liza, Farhana Ferdousi ORCID: https://orcid.org/0000-0003-4854-5619 (2020) Sentence classification with imbalanced data for health applications. In: UNSPECIFIED.

M

Mkpa, Akpanakak, Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579 and Winckles, Adrian (2020) Holistic Blockchain Approach to Foster Trust, Privacy and Security in IoT based Ambient Assisted Living Environment. In: UNSPECIFIED.

N

Nguyen, Anh, Kundrat, Dennis, Dagnino, Giulio, Chi, Wenqiang, Abdelaziz, Mohamed E. M. K., Guo, Yao, Ma, YingLiang ORCID: https://orcid.org/0000-0001-5770-5843, Kwok, Trevor M. Y., Riga, Celia and Yang, Guang-Zhong (2020) End-to-End Real-time Catheter Segmentation with Optical Flow-Guided Warping during Endovascular Intervention. In: 2020 IEEE International Conference on Robotics and Automation. The Institute of Electrical and Electronics Engineers (IEEE), pp. 9967-9973. ISBN 978-1-7281-7395-5

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Phillips, John S., Newman, Jacob, Garioch, Jennifer and Nunney, Ian (2020) Electrode pad suitability for repeated application to the head and neck. Health Management Technology, 10 (5). 1325–1329. ISSN 2190-7196

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Rahman, Saifur, Alwadie, Abdullah S., Irfan, Muhammad, Nawaz, Rabia, Raza, Mohsin, Javed, Ehtasham and Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245 (2020) Wireless e-nose sensors to detect volatile organic gases through multivariate analysis. Micromachines, 11 (6). ISSN 2072-666X

Rahman, Saifur, Irfan, Muhammad, Raza, Mohsin, Ghori, Khawaja Moyeezullah, Yaqoob, Shumayla and Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245 (2020) Performance analysis of boosting classifiers in recognizing activities of daily living. International Journal of Environmental Research and Public Health, 17 (3). ISSN 1660-4601

Raza, Mohsin, Awais, Muhammad ORCID: https://orcid.org/0000-0001-6421-9245, Ali, Kamran, Aslam, Nauman, Paranthaman, Vishnu Vardhan, Imran, Muhammad and Ali, Farman (2020) Establishing effective communications in disaster affected areas and artificial intelligence based detection using social media platform. Future Generation Computer Systems, 112. pp. 1057-1069. ISSN 0167-739X

Ren, Wei, Hu, Jingjing, Zhu, Tianqing, Ren, Yi ORCID: https://orcid.org/0000-0001-7423-6719 and Choo, Kim-kwang Raymond (2020) A flexible method to defend against computationally resourceful miners in blockchain proof of work. Information Sciences, 507. pp. 161-171. ISSN 0020-0255

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Strickson, Benjamin and De La Iglesia, Beatriz ORCID: https://orcid.org/0000-0003-2675-5826 (2020) Legal Judgement Prediction for UK Courts. In: UNSPECIFIED.

T

Tania, Marzia Hoque, Lwin, Khin T., Shabut, Antesar M., Najlah, Mohammad, Chin, Jeannette ORCID: https://orcid.org/0000-0002-9398-5579 and Hossain, M. A. (2020) Intelligent image-based colourimetric tests using machine learning framework for lateral flow assays. Expert Systems with Applications, 139. ISSN 0957-4174

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Ullah, Hanif, Abu-Tair, Mamun, McClean, Sally, Nixon, Paddy, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 and Luo, Chunbo (2020) Connecting disjoint nodes through a UAV-based wireless network for bridging communication using IEEE 802.11 protocols. EURASIP Journal on Wireless Communications and Networking, 2020 (1). ISSN 1687-1472

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Veevers, Ruth, Cawley, Gavin ORCID: https://orcid.org/0000-0002-4118-9095 and Hayward, Steven ORCID: https://orcid.org/0000-0001-6959-2604 (2020) Investigation of sequence features of hinge-bending regions in proteins with domain movements using kernel logistic regression. BMC Bioinformatics, 21. ISSN 1471-2105

Vickers, Will, Milner, Ben, Gorpincenko, Artjoms and Lee, R. (2020) Methods to Improve the Robustness of Right Whale Detection using CNNs in Changing Conditions. In: EUSIPCO 2020. UNSPECIFIED, pp. 106-110. ISBN 978-9-0827-9705-3

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Welch, Ruel, Alade, Temitope and Nichol, Lynn (2020) Mobile Learning Adoption at a Science Museum. In: Intelligent Computing - Proceedings of the 2020 Computing Conference. Advances in Intelligent Systems and Computing . Springer-ESL, GBR, pp. 726-745. ISBN 9783030522483

Welch, Ruel, Alade, Temitope and Nichol, Lynn (2020) Mobile learning adoption at the Science Museum Group. In: Proceedings of the 16th International Conference Mobile Learning 2020, ML 2020. Proceedings of the 16th International Conference Mobile Learning 2020, ML 2020 . IADIS, BGR, pp. 39-46. ISBN 9789898704160

Welch, Ruel, Alade, Temitope and Nichol, Lynn (2020) Using the Unified Theory of Acceptance and Use of Technology (UTAUT) Model to Determine Factors Affecting Mobile Learning Adoption in The Workplace: A Study of The Science Museum Group. In: IADIS International Journal on Computer Science and Information Systems. UNSPECIFIED.

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Xu, Jialang, Luo, Chunbo, Parr, Gerard ORCID: https://orcid.org/0000-0002-9365-9132 and Luo, Yang (2020) A spatiotemporal multi-channel learning framework for automatic modulation recognition. IEEE Wireless Communications Letters, 9 (10). pp. 1629-1632. ISSN 2162-2337

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Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Cao, Yue, Peng, Linyu, Ahmad, Naveed and Xu, Lexi (2020) Towards efficient battery swapping service operation under battery heterogeneity. IEEE Transactions on Vehicular Technology, 69 (6). pp. 6107-6118. ISSN 0018-9545

Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Cao, Yue, Peng, Linyu, Li, Jichun, Ahmad, Naveed and Yu, Shengping (2020) Mobile charging as a service: A reservation-based approach. IEEE Transactions on Automation Science and Engineering, 17 (4). pp. 1976-1988. ISSN 1545-5955

Zhang, Xu ORCID: https://orcid.org/0000-0001-6557-6607, Peng, Linyu, Cao, Yue, Liu, Shuohan, Zhou, Huan and Huang, Keli (2020) Towards holistic charging management for urban electric taxi via a hybrid deployment of battery charging and swap stations. Renewable Energy, 155. pp. 703-716. ISSN 0960-1481