Items where Research Group is "Data Science and AI

Article

Alade, Temitope, Zhu, Huiling and Wang, Jiangzhou (2015) Uplink spectral efficiency analysis of in-building distributed antenna systems. IEEE Transactions on Wireless Communications, 14 (7). pp. 4063-4074. ISSN 1536-1276

Alqahtani, Mohammed, Alhadreti, Obead, Alrobaea, Roobaea and Mayhew, Pamela (2015) Investigation into the impact of the usability factor on the acceptance of mobile transactions:Empirical study in Saudi Arabia. International Journal of Human Computer Interaction, 6 (1). pp. 1-35. ISSN 2180-1347

Alshammari, Thamer, Alhadreti, Obead and Mayhew, Pamela (2015) When to ask participants to think aloud:A comparative study of concurrent and retrospective think-aloud methods. International Journal of Human Computer Interaction, 6 (3). pp. 48-64. ISSN 2180-1347

Bagnall, Anthony, Lines, Jason, Hills, Jon and Bostrom, Aaron (2015) Time-series classification with COTE: The collective of transformation-based ensembles. IEEE Transactions on Knowledge and Data Engineering, 27 (9). pp. 2522-2535. ISSN 1041-4347

Bastkowski, Sarah, Moulton, Vincent, Spillner, Andreas and Wu, Taoyang (2015) Neighborhoods of trees in circular orderings. Bulletin of Mathematical Biology, 77 (1). pp. 46-70. ISSN 0092-8240

Bettencourt-Silva, Joao H., Clark, Jeremy, Cooper, Colin S., Mills, Robert, Rayward-Smith, Victor J. and De La Iglesia, Beatriz (2015) Building data-driven pathways from routinely collected hospital data: A case study on prostate cancer. JMIR Medical Informatics, 3 (3). ISSN 2291-9694

Cawley, Gavin C., Cowtan, Kevin, Way, Robert G., Jacobs, Peter and Jokimäki, Ari (2015) On a minimal model for estimating climate sensitivity. Ecological Modelling, 297. pp. 20-25. ISSN 0304-3800

Cutting, David and Noppen, Joost (2015) An extensible benchmark and tooling for comparing reverse engineering approaches. International Journal on Advances in Software, 8 (1). pp. 115-124.

Gaur, Aditya, Scotney, Bryan, Parr, Gerard and McClean, Sally (2015) Evidential sensor data fusion in a smart city environment. Open Journal of Internet Of Things, 1 (2). 1–18.

Gaur, Aditya, Scotney, Bryan, Parr, Gerard and McClean, Sally (2015) Smart city architecture and its applications based on IoT. Procedia Computer Science, 52. pp. 1089-1094. ISSN 1877-0509

Harding, Philip and Milner, Ben (2015) Reconstruction-based speech enhancement from robust acoustic features. Speech Communication, 75. pp. 62-75. ISSN 0167-6393

Herrmann, Sven, Koolen, Jack H., Lesser, Alice, Moulton, Vincent and Wu, Taoyang (2015) Optimal realisations of two-dimensional, totally split-decomposable metrics. Discrete Mathematics, 338 (8). 1289–1299. ISSN 0012-365X

Huber, Vincent T., van Iersel, Leo, Moulton, Vincent and Wu, Taoyang (2015) How much information is needed to infer reticulate evolutionary histories? Systematic Biology, 64 (1). pp. 102-111. ISSN 1063-5157

Kulinskaya, Elena and Dollinger, Michael B. (2015) An accurate test for homogeneity of odds ratios based on Cochran's Q-statistic. BMC Medical Research Methodology, 15. ISSN 1471-2288

Lines, Jason and Bagnall, Anthony (2015) Time series classification with ensembles of elastic distance measures. Data Mining and Knowledge Discovery, 29 (3). pp. 565-592. ISSN 1384-5810

Luo, Chunbo, Parr, Gerard, McClean, Sally I., Peoples, Cathryn and Wang, Xinheng (2015) Hybrid demodulate-forward relay protocol for two-way relay channels. IEEE Transactions on Wireless Communications, 14 (8). pp. 4328-4341. ISSN 1536-1276

Mace, Alex and Wang, Wenjia (2015) Modelling the role of catastrophe, crossover and Katanin in the self organisation of cortical microtubules. IET Systems Biology, 9 (6). pp. 277-284. ISSN 1751-8849

Mace, Alex and Wang, Wenjia (2015) Modelling the role of catastrophe, crossover and Katanin in the self organisation of cortical microtubules. IET Systems Biology. ISSN 1751-8849 (Submitted)

Moulton, Vincent and Wu, Taoyang (2015) A parsimony-based metric for phylogenetic trees. Advances in Applied Mathematics, 66. 22–45. ISSN 0196-8858

Panayiotou, Maria, Rhode, Kawal S., King, Andrew P., Ma, YingLiang, Cooklin, Michael, O'Neill, Mark, Gill, Jaswinder, Rinaldi, C. A. and Housden, R. James (2015) Image-based view-angle independent cardiorespiratory motion gating and coronary sinus catheter tracking for x-ray-guided cardiac electrophysiology procedures. Physics in Medicine and Biology, 60 (20). ISSN 0031-9155

Penso-Dolfin, L., Wu, T. and Greenman, C. (2015) The combinatorics of tandem duplication. Discrete Applied Mathematics, 194. 1–22. ISSN 0166-218X

Wang, Meng, Wang, Wenjia, Abeywardane, Ayesha and Mijovic, Aleksandar (2015) Autoimmune hemolytic anemia after allogeneic hematopoietic stem cell transplantation: Analysis of 533 adult patients who underwent transplantation at King’s College Hospital. Biology of Blood and Marrow Transplantation, 21 (1). pp. 60-66. ISSN 1523-6536

Wu, Xianliang, Housden, James, Ma, YingLiang, Razavi, Benjamin, Rhode, Kawal and Rueckert, Daniel (2015) Fast catheter segmentation from echocardiographic sequences based on segmentation from corresponding X-ray fluoroscopy for cardiac catheterization interventions. IEEE Transactions on Medical Imaging, 34 (4). pp. 861-876. ISSN 0278-0062

Zhang, Lei, Fisher, Mark and Wang, Wenjia (2015) Retinal vessel segmentation using multi-scale textons derived from keypoints. Computerized Medical Imaging and Graphics, 45. pp. 47-56. ISSN 0895-6111

Zhang, Xu, Wang, Ning, Vassilakis, Vassilios G. and Howarth, Michael P. (2015) A distributed in-network caching scheme for P2P-like content chunk delivery. Computer Networks, 91. pp. 577-592. ISSN 1389-1286

Book Section

Abdallah, Tarek Amr and De La Iglesia, Beatriz (2015) URL-Based Web Page Classification: With n-Gram Language Models. In: Knowledge Discovery, Knowledge Engineering and Knowledge Management. Communications in Computer and Information Science, 553 . Springer, pp. 19-33. ISBN 978-3-319-25839-3

Alharbi, Abeer and Mayhew, Pam (2015) Users' performance in lab and non-lab environments through online usability testing:A case of evaluating the usability of digital academic libraries' websites. In: Proceedings of the 2015 Science and Information Conference, SAI 2015. The Institute of Electrical and Electronics Engineers (IEEE), GBR, pp. 151-161. ISBN 9781479985470

Awais, Muhammad, Mellone, Sabato and Chiari, Lorenzo (2015) Physical activity classification meets daily life: Review on existing methodologies and open challenges. In: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). The Institute of Electrical and Electronics Engineers (IEEE). ISBN 9781424492718

Bostrom, Aaron and Bagnall, Anthony (2015) Binary Shapelet Transform for Multiclass Time Series Classification. In: Big Data Analytics and Knowledge Discovery. Lecture Notes in Computer Science, 9263 . Springer, ESP, pp. 257-269. ISBN 978-3-319-22728-3

Guyon, Isabelle, Cawley, Gavin, Bennett, Kristin, Jair Escalente, Hugo, Escalera, Sergio, Ho, Tin Kam, Macia, Nuria, Ray, Bisakha, Saeed, Mehreen, Statnikov, Alexander and Viegas, Evelyne (2015) Design of the 2015 ChaLearn AutoML challenge. In: Proceedings of International Joint Conference on Neural Networks (IJCNN). The Institute of Electrical and Electronics Engineers (IEEE).

Hull, Craig, Charles, D. K., Morrow, Philip and Parr, Gerard (2015) FRAGED: A framework for adaptive game execution and delivery to improve the quality of experience in network aware games. In: PGNET 2014: The 15th National Annual Postgraduate Symposium on the Convergence of Telecommunication. Liverpool John Moores University, GBR.

Mojahed, Aalaa, Bettencourt-Silva, Joao H., Wang, Wenjia and de la Iglesia, Beatriz (2015) Applying Clustering Analysis to Heterogeneous Data Using Similarity Matrix Fusion (SMF). In: Machine Learning and Data Mining in Pattern Recognition. Lecture Notes in Computer Science, 9166 . Springer, pp. 251-265. ISBN 978-3-319-21023-0

Panayiotou, Maria, King, Andrew P., Housden, R. James, Ma, YingLiang, Truong, Michael, Cooklin, Michael, O'Neill, Mark, Gill, Jaswinder, Rinaldi, C. Aldo and Rhode, Kawal S. (2015) Image-based view-angle independent cardiorespiratory motion gating for x-ray-guided interventional electrophysiology procedures. In: Statistical Atlases and Computational Models of the Heart - Imaging and Modelling Challenges. Lecture Notes in Computer Science . Springer, 158–167. ISBN 978-3-319-14677-5

Siricharoen, Punnarai, Scotney, Bryan, Morrow, Philip and Parr, Gerard (2015) Automated wheat disease classification under controlled and uncontrolled image acquisition. In: International Conference Image Analysis and Recognition. Springer, pp. 456-464. ISBN 978-3-319-20800-8

Zhang, Lei, Fisher, Mark and Wang, Wenjia (2015) Comparative performance of Texton based vascular tree segmentation in retinal images. In: 2014 IEEE International Conference on Image Processing (ICIP). The Institute of Electrical and Electronics Engineers (IEEE), FRA, pp. 952-956.

Conference or Workshop Item

Aldehim, Ghadah and Wang, Wenjia (2015) Weighted Heuristic Ensemble of Filters. In: SAI Intelligent Systems Conference 2015, 2015-11-10 - 2015-11-11.

Alqurashi, Tahani and Wang, Wenjia (2015) A New Consensus Function based on Dual-Similarity Measurements for Clustering Ensemble. In: IEEE DSAA 2015 (International Conference on Data Science and Advanced Analytics);, 2015-10-19 - 2015-10-21.

Chan, Tsung-Yen, Chang, Po-Yen, Ren, Yi and Tseng, Yu-Chee (2015) From spotting the difference to spotting your difference. In: 14th International Conference on Information Processing in Sensor Networks, 2015-04-13 - 2015-04-16.

Chin, Jeannette and Tisan, Alin (2015) An IoT-based pervasive body hydration tracker (PHT). In: 2015 IEEE 13th International Conference on Industrial Informatics (INDIN), 2015-07-22 - 2015-07-24.

Chin, Jeannette and Tisan, Alin (2015) Ubiquitous Approach to Body Hydration Testing. In: 2015 International Conference on Intelligent Environments, 2015-07-15 - 2015-07-17.

Cufoglu, Ayse and Chin, Jeannette (2015) Towards an understanding classification of well-being for care of older people. In: 2015 IEEE 13th International Conference on Industrial Informatics (INDIN), 2015-07-22 - 2015-07-24.

Farrash, Majed and Wang, Wenjia (2015) An Algorithm for Identifying the Learning Patterns in Big Data. In: IEEE Conference on Big Data, 2015-08-20 - 2015-08-22.

Khan, Faheem and Milner, Ben (2015) Using audio and visual information for single channel speaker separation. In: Interspeech 2015, 2015-09-06 - 2015-09-10.

Le Cornu, Thomas and Milner, Ben (2015) Voicing classification of visual speech using convolutional neural networks. In: FAAVSP - The 1st Joint Conference on Facial Analysis, Animation and Auditory-Visual Speech Processing, 2015-09-11 - 2015-09-13, Austria.

Milner, Ben and Le Cornu, Thomas (2015) Reconstructing intelligible audio speech from visual speech features. In: Interspeech 2015, 2015-09-06 - 2015-09-10.

Milner, Ben and Websdale, Danny (2015) Analysing the importance of different visual feature coefficients. In: FAAVSP - The 1st Joint Conference on Facial Analysis, Animation and Auditory-Visual Speech Processing, 2015-09-11 - 2015-09-13, Austria.

Saeed, Awat, Cawley, Gavin and Bagnall, Anthony (2015) Benchmarking the Semi-Supervised Naïve Bayes Classifier. In: 2015 International Joint Conference on Neural Networks, 2015-07-12 - 2015-07-17.

Tisan, Alin and Chin, Jeannette (2015) An end user platform for implementing artificial neutron networks on FPGA. In: 2015 IEEE 13th International Conference on Industrial Informatics (INDIN), 2015-07-22 - 2015-07-24.

Websdale, Danny, Le Cornu, Thomas and Milner, Ben (2015) Objective measures for predicting the intelligibility of spectrally smoothed speech with artificial excitation. In: Interspeech 2015, 2015-09-06 - 2015-09-10.