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Yousefi, L., Swift, S., Arzoky, M., Saachi, L., Chiovato, L. and Tucker, A. (2019) 'Opening the Black Box: Discovering and Explaining Hidden Variables in Type 2 Diabetic Patient Modelling'.2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Madrid, Spain. 24 - 6 December. IEEE. pp. 1040 - 1044. ISSN: 2156-1125 Open Access Link

Conference paper

Colace, F., Lombardi, M., Pascale, F., Santaniello, D., Tucker, A. and Villani, P. (2019) 'MuG: A Multilevel Graph Representation for Big Data Interpretation'.2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems. Exeter, United Kingdom. 22 - 30 June. IEEE. pp. 1408 - 1413.Open Access Link

Conference paper

Nicolson, N., Paton, A., Phillips, S. and Tucker, A. (2018) 'Specimens as research objects: Reconciliation across distributed repositories to enable metadata propagation'.2018 IEEE 14th International Conference on e-Science. Amsterdam, Netherlands. 24 - 1 November. IEEE. pp. 125 - 135.

Conference paper

Scutari, M., Vitolo, C. and Tucker, A. (2018) 'Learning Bayesian Networks from Big Data with Greedy Search'. Statistics and Computing. pp. 1 - 15. ISSN: 0960-3174 Open Access Link

Journal article

Ayed, S., Arzoky, M., Swift, S., Counsell, S. and Tucker, A. (2018) 'An Exploratory Study of the Inputs for Ensemble Clustering Technique as a Subset Selection Problem'.SAI Intelligent Systems Conference. London. 6 Springer International Publishing. pp. 1041 - 1055. ISSN: 2194-5357 Open Access Link

Conference paper

Alyousef, AA., Nihtyanova, S., Denton, C., Bosoni, P., Bellazzi, R. and Tucker, A. (2018) 'Nearest Consensus Clustering Classification to Identify Subclasses and Predict Disease'. Journal of Healthcare Informatics Research, 2 (4). pp. 402 - 422. ISSN: 2509-4971 Open Access Link

Journal article

Uusitalo, L., Tomczak, MT., Müller-Karulis, B., Putnis, I., Trifonova, N. and Tucker, A. (2018) 'Hidden variables in a Dynamic Bayesian Network identify ecosystem level change'. Ecological Informatics, 45 (May 2018). pp. 9 - 15. ISSN: 1574-9541 Open Access Link

Journal article

Gredin, V., Bishop, D., Broadbent, D., Tucker, A. and Williams, A. (2018) 'Experts Integrate Explicit Contextual Priors and Environmental Information to Improve Anticipation Efficiency'. Journal of Experimental Psychology: Applied, 24 (4). pp. 509 - 520. ISSN: 1939-2192 Open Access Link

Journal article

Vitolo, C., Scutari, M., Ghalaieny, M., Tucker, A. and Russell, A. (2018) 'Modelling air pollution, climate and health data using Bayesian Networks: a case study of the English regions'. Earth and Space Science, 5 (4). pp. 76 - 88. ISSN: 2333-5084 Open Access Link

Journal article

Curtis, TY., Bo, V., Tucker, A. and Halford, NG. (2018) 'Construction of a network describing asparagine metabolism in plants and its application to the identification of genes affecting asparagine metabolism in wheat under drought and nutritional stress'. Food and Energy Security, 7 (1). pp. e00126 - e00126. ISSN: 2048-3694 Open Access Link

Journal article

Nicolson, N., Challis, K., Tucker, A. and Knapp, S. (2017) 'Erratum to: Impact of e-publication changes in the International Code of Nomenclature for algae, fungi and plants (Melbourne Code, 2012) - did we need to “run for our lives”?'. BMC Evolutionary Biology, 17 (1). pp. 156. ISSN: 1471-2148 Open Access Link

Journal article

Yousefi, L., Saachi, L., Bellazzi, R., Chiovato, L. and Tucker, A. (2017) 'Predicting Comorbidities Using Resampling and Dynamic Bayesian Networks with Latent Variables'.2017 IEEE 30th International Symposium on Computer-Based Medical Systems. Thessaloniki, Greece. 13 - 24 June. IEEE. pp. 205 - 206. ISSN: 1063-7125 Open Access Link

Conference paper

Nicolson, N., Challis, K., Tucker, A. and Knapp, S. (2017) 'Impact of e-publication changes in the International Code of Nomenclature for algae, fungi and plants (Melbourne Code, 2012) - did we need to "run for our lives"?'. BMC evolutionary biology, 17 (1). pp. 116 - 116. ISSN: 1471-2148 Open Access Link

Journal article

Tucker, A., Li, Y. and Garway-Heath, D. (2017) 'Updating Markov models to integrate cross-sectional and longitudinal studies'. Artificial Intelligence in Medicine, 77. pp. 23 - 30. ISSN: 0933-3657 Open Access Link

Journal article

Tucker, A., Trifonova, N., Maxwell, D., Pinnegar, J. and Kenny, A. (2017) 'Predicting ecosystem responses to changes in fisheries catch, temperature, and primary productivity with a dynamic Bayesian network model'. ICES Journal of Marine Science, 73 (10). pp. 1334 - 1343. ISSN: 1054-3139 Open Access Link

Journal article

Nicolson, N. and Tucker, A. (2017) 'Identifying Novel Features from Specimen Data for the Prediction of Valuable Collection Trips'. Springer International Publishing. pp. 235 - 246. ISSN: 0302-9743

Conference paper

Adams, N., Tucker, A. and Weston, D. (2017) 'Preface'. ISSN 13: 9783319687643

Book

Bosoni, P., Tucker, A., Bellazzi, R., Nihtyanova, S. and Denton, C. (2016) 'Combining Unsupervised and Supervised Learning for Discovering Disease Subclasses'.IEEE 29th International Symposium on Computer Based Medical Systems. Belfast. 1 - 24 June. IEEE. pp. 225 - 226. ISSN: 1063-7125 Open Access Link

Conference paper

Vitolo, C., Russell, A. and Tucker, A. (2016) 'rdefra: Interact with the UK AIR Pollution Database from DEFRA'. The Journal of Open Source Software, 1 (4). pp. 51 - 51.Open Access Link

Journal article

Counsell, S., Swift, S. and Tucker, A. (2016) 'The AGIS metric and time of test: A replication study'.2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS). IEEE. pp. 269 - 270. ISSN: 1063-7125 Open Access Link

Conference paper

Jilani, MZMB., Tucker, A. and Swift, S. (2016) 'Simultaneous modelling and clustering of visual field data'.The 29th International Symposium on Computer-Based Medical Systems. Dublin and Belfast. 16 - 23 June. IEEE. pp. 213 - 218. ISSN: 1063-7125 Open Access Link

Conference paper

Franco, C., Hepburn, L., Smith, D., Nimrod, S. and Tucker, A. (2016) 'A Bayesian Belief Network to assess rate of changes in coral reef ecosystems'. Environmental Modelling and Software, 80. pp. 132 - 142. ISSN: 1364-8152 Open Access Link

Journal article

Al Nasseri, A., Menla Ali, F. and Tucker, A. (2016) 'Good news and bad news: Do online investor sentiments reaction to return news asymmetric?'. CEUR Workshop Proceedings. pp. 55 - 66. ISSN: 1613-0073

Conference paper

Al Nasseri, AA., Tucker, A. and de Cesare, S. (2015) 'Quantifying StockTwits Semantic Terms' Trading Behavior in Financial Markets: An Effective Application of Decision Tree Algorithms'. Expert Systems with Applications, 42 (23). pp. 9192 - 9210. ISSN: 1873-6793 Open Access Link

Journal article

Trifonova, N., Kenny, A., Maxwell, D., Duplisea, D., Fernandes, J. and Tucker, A. (2015) 'Spatio-temporal Bayesian network models with latent variables for revealing trophic dynamics and functional networks in fisheries ecology'. Ecological Informatics, 30. pp. 142 - 158. ISSN: 1574-9541 Open Access Link

Journal article

Tucker, A. and Li, Y. (2015) 'Updating Stochastic Networks to Integrate Cross-Sectional and Longitudinal Studies'.Artificial Intelligence in Medicine. Pavia. 17 Springer-Verlag. pp. 113 - 122. ISSN: 0302-9743 Open Access Link

Conference paper

Scott, MJ., Counsell, S., Lauria, S., Swift, S., Tucker, A., Shepperd, M. and et al. (2015) 'Enhancing Practice and Achievement in Introductory Programming with a Robot Olympics'. IEEE Transactions on Education, 58 (4). pp. 249 - 254. ISSN: 0018-9359 Open Access Link

Journal article

Bo, V. and Tucker, A. (2015) 'Integrating Gene Regulatory Networks to identify cancer-specific genes.'. United States. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. pp. 21 - 25. ISSN: 2153-4063

Conference paper

Kirkup, D. and Tucker, A. (2014) 'Extracting Predictive Models from Marked-Up Free-Text Documents at The Royal Botanic Gardens, Kew, London'.Symposium on Intelligent Data Analysis. Brussels. 1 - 1 November. Lecture Notes in Computer Science. pp. 309 - 320. ISSN: 1611-3349 Open Access Link

Conference paper

Trifonova, N., Duplisea, D., Kenny, A. and Tucker, A. (2014) 'A Spatio-Temporal Bayesian Network Approach for Revealing Functional Ecological Networks in Fisheries'.Symposium on Intelligent Data Analysis. Brussels. 1 - 1 November. Springer Verlag. pp. 298 - 308. ISSN: 0302-9743 Open Access Link

Conference paper

Counsell, S., Tucker, A., Swift, S. and Fitzgerald, G. (2014) 'Comparing Pre-Defined Software Engineering Metrics with Free-Text for the Prediction of Code ‘Ripples’'.Symposium on Intelligent Data Analysis. Brussels. 1 - 1 November. Springer Verlag. pp. 25 - 36. ISSN: 0302-9743

Conference paper

Hassan, F., Swift, S. and Tucker, A. (2014) 'Using Heuristic Search with Pedestrian Simulation Statistics to Find Feasible Spatial Layout Design Elements'. Journal of Algorithmic Optimization, 2 (4). pp. 86 - 104. ISSN: 2312-7759 Open Access Link

Journal article

Trifonova, N., Duplisea, D., Kenny, A., Maxwell, D. and Tucker, A. (2014) 'Incorporating Regime Metrics into Latent Variable Dynamic Models to Detect Early-Warning Signals of Functional Changes in Fisheries Ecology'.Discovery Science. Bled. 6 - 6 October. Lecture Notes in Computer Science. pp. 301 - 312. ISSN: 1611-3349 Open Access Link

Conference paper

Al Nasseri, A. and Tucker, A. (2014) 'Bayesian Network Model for predicting Stock Micro-Blogging Sentiments in Stock Market'.Discovery Science. Bled. 6 - 6 October. Lecture Notes in Computer Science. ISSN: 1611-3349

Conference paper

Bo, V., Curtis, T., Lysenko, A., Saqi, M., Swift, S. and Tucker, A. (2014) 'Discovering Study-Specific Gene Regulatory Networks'. PLoS One, 9 (9). pp. e106524 - e106524. ISSN: 1932-6203 Open Access Link

Journal article

Sacchi, L., Tucker, A., Counsell, S., Garway-Heath, D. and Swift, S. (2014) 'Improving predictive models of glaucoma severity by incorporating quality indicators'. Artificial Intelligence in Medicine, 60 (2). pp. 103 - 112. ISSN: 0933-3657 Open Access Link

Journal article

Ceccon, S., Garway-Heath, D., Crabb, D. and Tucker, A. (2014) 'Exploring early glaucoma and the visual field test: Classification and clustering using Bayesian networks'. IEEE Transactions on Biomedical and Health Informatics, Forthcoming (3). pp. 1008 - 1014. ISSN: 2168-2194

Journal article

Li, Y. and Tucker, A. (2014) 'Integrating clinical data from cross-sectional and longitudinal studies'.2014 IEEE 27th International Symposium on Computer-Based Medical Systems (CBMS). Institute of Electrical and Electronics Engineers Inc.. pp. 465 - 466. ISSN: 1063-7125 Open Access Link

Conference paper

Al Nasseri, A., Tucker, A. and de Cesare, S. (2014) 'Big data analysis of stocktwits to predict sentiments in the stock market'. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). pp. 13 - 24. ISSN: 0302-9743

Conference paper

Tucker, A., Höppner, F., Siebes, A. and Swift, S. (2013) 'Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface', in Springer Berlin Heidelberg. , 8207 LNCS. ISBN 13: 9783642413971.

Book chapter

Pavlidis, S., Swift, S., Tucker, A. and Counsell, S. (2013) 'The modelling of glaucoma progression through the use of cellular automata'.12th International Symposium on Intelligent Data Analysis (IDA). Royal Stat Soc, London, ENGLAND. 11 - 19 October. Springer Berlin Heidelberg. pp. 322 - 332. ISSN: 0302-9743

Conference paper

Bo, V., Lysenko, A., Saqi, M., Habash, D. and Tucker, A. (2013) 'Integrating multiple studies of wheat microarray data to identify treatment-specific regulatory networks'. Springer Berlin Heidelberg. pp. 104 - 115. ISSN: 0302-9743

Conference paper

Li, Y., Swift, S. and Tucker, A. (2013) 'Modelling and analysing the dynamics of disease progression from cross-sectional studies'. Journal of Biomedical Informatics, 46 (2). pp. 266 - 274. ISSN: 1532-0464

Journal article

Arzoky, M., Swift, S., Tucker, A. and Cain, J. (2012) 'A seeded search for the modularisation of sequential software versions'. Journal of Object Technology, 11 (2). pp. 6:1 - 6:1. ISSN: 1660-1769

Journal article

Hollmén, J., Klawonn, F. and Tucker, A. (2012) 'Preface'. ISSN 13: 9783642341557

Book

Westgarth-Smith, A., Roy, DB., Scholze, M., Tucker, A. and Sumpter, JP. (2012) 'The role of the North Atlantic Oscillation in controlling U.K. butterfly population size and phenology'. Ecological Entomology, 37 (3). pp. 221 - 232. ISSN: 0307-6946 Open Access Link

Journal article

Tucker, A. and Duplisea, D. (2012) 'Bioinformatics tools in predictive ecology: Applications to fisheries'. Philosophical Transactions of the Royal Society: Part B, 367 (1586). pp. 279 - 290. ISSN: 0962-8436 Open Access Link

Journal article

Paterson, A., Ashtari, M., Ribe, D., Stenbeck, G. and Tucker, A. (2012) 'Intelligent data analysis to model and understand live cell time-lapse sequences'. Methods of Information in Medicine, 51 (4). pp. 332 - 340. ISSN: 0026-1270

Journal article

Li, Y., Swift, S. and Tucker, A. (2012) 'Modelling and analysing the dynamics of disease progression from cross-sectional studies'. Journal of Biomedical Informatics. ISSN: 1532-0464

Journal article