Prof Paulo Lisboa

Journal article

Lisboa PJG. 2023. Open your black box classifier Healthcare Technology Letters, DOI Publisher Url Public Url

Lisboa PJG, Saralajew S, Vellido A, Fernández-Domenech R, Villmann T. 2023. The coming of age of interpretable and explainable machine learning models Neurocomputing, 535 :25-39 DOI Publisher Url Public Url

Walters B, Ortega-Martorell S, Olier I, Lisboa PJG. 2023. How to Open a Black Box Classifier for Tabular Data Algorithms, 16 DOI Publisher Url Public Url

Lisboa PJG, Jayabalan M, Ortega-Martorell S, Olier I, Medved D, Nilsson J. 2022. Enhanced survival prediction using explainable artificial intelligence in heart transplantation. Scientific Reports, 12 DOI Author Url Publisher Url Public Url

Galvain T, Hill R, Donegan S, Lisboa P, Lip GYH, Czanner G. 2022. Efficacy and Safety of Anticoagulants in Patients with Atrial Fibrillation and History of Falls or Risk of Falls: A Systematic Review and Multilevel Meta-Analysis Drug Safety, 45 :1349-1362 DOI Author Url Publisher Url Public Url

Ortega Martorell S, Riley P, Olier-Caparroso I, Raidou RG, Casaña-Eslava RV, Rea M, Shen L, Lisboa PJG, Palmieri C. 2022. Breast cancer patient characterisation and visualisation using deep learning and fisher information networks Scientific Reports, 12 :14004 DOI Author Url Publisher Url Public Url

McCabe PG, Lisboa P, Baltzopoulos V, Olier I. 2022. Externally validated models for first diagnosis and risk of progression of knee osteoarthritis. PloS one, 17 DOI Author Url Publisher Url Public Url

Aras S, Lisboa P. 2022. Explainable inflation forecasts by machine learning models Expert Systems with Applications, 207 DOI Publisher Url Public Url

Galvain T, Hill R, Donegan S, Lisboa P, Lip GYH, Czanner G. 2022. The management of anticoagulants in patients with atrial fibrillation and history of falls or risk of falls: protocol for a systematic review and meta-analysis Systematic Reviews, 11 DOI Author Url Publisher Url Public Url

Llanera DK, Wilmington R, Shoo H, Lisboa P, Jarman I, Wong S, Nizza J, Sharma D, Kalathil D, Rajeev S, Williams S, Yadav R, Qureshi Z, Narayanan RP, Furlong N, Westall S, Nair S. 2022. Clinical Characteristics of COVID-19 Patients in a Regional Population With Diabetes Mellitus: The ACCREDIT Study Frontiers in Endocrinology, 12 DOI Author Url Publisher Url Public Url

Turner S, Siudek M, Salim S, Baldry IK, Pollo A, Longmore SN, Małek K, Collins CA, Lisboa PJ, Krywult J, Moutard T, Vergani D, Fritz A. 2021. Synergies between low- and intermediate-redshift galaxy populations revealed with unsupervised machine learning Monthly Notices of the Royal Astronomical Society, 503 :3010-3031 DOI Author Url Publisher Url Public Url

Casaña-Eslava RV, Jarman IH, Ortega-Martorell S, Lisboa PJG, Martín-Guerrero JD. 2020. Music genre profiling based on Fisher manifolds and Probabilistic Quantum Clustering Neural Computing and Applications, DOI Author Url Publisher Url Public Url

Casaña-Eslava RV, Ortega-Martorell S, Lisboa PJ, Candiota AP, Julià-Sapé M, Martín-Guerrero JD, Jarman IH. 2020. Robust Conditional Independence maps of single-voxel Magnetic Resonance Spectra to elucidate associations between brain tumours and metabolites. PLoS One, 15 DOI Author Url Publisher Url Public Url

Hesketh SJ, Sutherland H, Lisboa PJ, Jarvis JC, Burniston JG. 2020. Adaptation of rat fast-twitch muscle to endurance activity is underpinned by changes to protein degradation as well as protein synthesis. FASEB Journal, DOI Author Url Publisher Url Public Url

Ackermans TMA, Francksen NC, Lees C, Papatzika F, Arampatzis A, Baltzopoulos V, Lisboa P, Hollands MA, O'Brien TD, Maganaris CN. 2020. Prediction of balance perturbations and falls on stairs in older people using a biomechanical profiling approach: A 12-month longitudinal study. Journals of Gerontology Series A, DOI Author Url Publisher Url Public Url

Stead CA, Hesketh SJ, Bennett S, Sutherland H, Jarvis JC, Lisboa PJ, Burniston JG. 2020. Fractional Synthesis Rates of Individual Proteins in Rat Soleus and Plantaris Muscles. Proteomes, 8 DOI Author Url Publisher Url Public Url

Pogson MA, Verheul J, Robinson MA, Vanrenterghem J, Lisboa P. 2020. A neural network method to predict task- and step-specific ground reaction force magnitudes from trunk accelerations during running activities Medical Engineering and Physics, 78 :82-89 DOI Author Url Publisher Url Public Url

Casaña-Eslava RV, Lisboa P, Ortega-Martorell S, Jarman I, Martin-Guerrera J. 2020. Probabilistic quantum clustering Knowledge-Based Systems, DOI Author Url Publisher Url Public Url

Ackermans TMA, Francksen NC, Casaña-Eslava RV, Lees C, Baltzopoulos V, Lisboa PJG, Hollands MA, O'Brien TD, Maganaris CN. 2020. Stair negotiation behaviour of older individuals: Do step dimensions matter? Journal of Biomechanics, DOI Author Url Publisher Url Public Url

Srisawat K, Hesketh KL, Cocks MS, Strauss JA, Edwards BJ, Lisboa PJ, Shepherd SO, Burniston JG. 2019. Reliability of Protein Abundance and Synthesis Measurements in Human Skeletal Muscle. Proteomics, 20 DOI Author Url Publisher Url Public Url

Hind J, Lisboa P, Hussain A, Al-Jumeily D. 2019. A Novel Approach to Detecting Epistasis using Random Sampling Regularisation IEEE/ACM Transactions on Computational Biology and Bioinformatics, 17 DOI Author Url Publisher Url Public Url

Kemp I, Appleby C, Lane S, Lisboa P, Stables RH. 2019. A comparison of angina symptoms reported by clinicians and patients, pre and post revascularisation: Insights from the Stent or Surgery Trial INTERNATIONAL JOURNAL OF CARDIOLOGY, 293 :25-31 DOI Author Url Publisher Url

Verheul J, Warmenhoven J, Lisboa P, Gregson W, Vanrenterghem J, Robinson MA. 2019. Identifying generalised segmental acceleration patterns that contribute to ground reaction force features across different running tasks Journal of Science and Medicine in Sport, DOI Author Url Publisher Url Public Url

Ackermans TMA, Francksen NC, Casaña-Eslava RV, Lees C, Baltzopoulos V, Lisboa PJG, Hollands MA, O'Brien TD, Maganaris CN. 2019. A novel multivariate approach for biomechanical profiling of stair negotiation. Experimental Gerontology, DOI Author Url Publisher Url Public Url

Verheul J, Nedergaard NJ, Pogson MA, Lisboa P, Gregson W, Vanrenterghem J, Robinson MA. 2019. Biomechanical loading during running: can a two mass-spring-damper model be used to evaluate ground reaction forces for high-intensity tasks? Sports Biomechanics, DOI Author Url Publisher Url Public Url

Verheul J, Gregson W, Lisboa P, Vanrenterghem J, Robinson MA. 2018. Whole-body biomechanical load in running-based sports: the validity of estimating ground reaction forces from segmental Journal of Science and Medicine in Sport, DOI Author Url Publisher Url Public Url

Nedergaard NJ, Verheul J, Drust B, Etchells T, Lisboa P, Robinson MA, Vanrenterghem J. 2018. The feasibility of predicting ground reaction forces during running from a trunk accelerometry driven mass-spring-damper model PeerJ, DOI Author Url Publisher Url Public Url

Turner S, Kelvin LS, Baldry IK, Lisboa PJ, Longmore SN, Collins CA, Holwerda BW, Hopkins AM, Liske J. 2018. Reproducible $k$-means clustering in galaxy feature data from the GAMA survey Monthly Notices of the Royal Astronomical Society, DOI Author Url Publisher Url Public Url

Fergus P, Curbelo Montanez C, Abdulaimma B, Lisboa P, Chalmers C, Pineless B. 2018. Utilising Deep Learning and Genome Wide Association Studies for Epistatic-Driven Preterm Birth Classification in African-American Women IEEE/ACM Transactions on Computational Biology and Bioinformatics, 17 :668-678 DOI Author Url Publisher Url Public Url

Srisawat K, Shepherd SO, Lisboa PJ, Burniston JG. 2017. A Systematic Review and Meta-Analysis of Proteomics Literature on the Response of Human Skeletal Muscle to Obesity/Type 2 Diabetes Mellitus (T2DM) Versus Exercise Training. Proteomes, 5 DOI Author Url Publisher Url Public Url

Cashman S, Korostynska O, Shaw A, Lisboa P, Conroy L. 2017. Detecting the presence and concentration of nitrate in water using microwave spectroscopy IEEE Sensors Journal, DOI Publisher Url Public Url

Casaña-Eslava RV, Jarman IH, Lisboa PJ, Martín-Guerrero JD. 2017. Quantum clustering in non-spherical data distributions: Finding a suitable number of clusters Neurocomputing, DOI Author Url Publisher Url Public Url

Van Belle V, Van Calster B, Van Huffel S, Suykens JAK, Lisboa P. 2016. Explaining Support Vector Machines: A Color Based Nomogram. PLoS One, 11 DOI Author Url Publisher Url Public Url

Datson N, Drust B, Weston M, Jarman I, Lisboa P, Gregson W. 2016. Match physical performance of elite female soccer players during international competition. Journal of Strength and Conditioning Research, DOI Author Url Publisher Url Public Url

Dean E, Taylor MJ, Francis H, Lisboa P, Appleton D, Jones M. 2016. A methodological framework for geographic information systems development Systems Research and Behavioral Science, DOI Author Url Publisher Url Public Url

Delgado-Goñi T, Ortega-Martorell S, Ciezka M, Olier I, Candiota AP, Julià-Sapé M, Fernández F, Pumarola M, Lisboa PJ, Arús C. 2016. MRSI-based molecular imaging of therapy response to temozolomide in preclinical glioblastoma using source analysis NMR in Biomedicine, 29 :732-743 DOI Author Url Publisher Url Public Url

Nedergaard NJ, Robinson MA, Eusterwiemann E, Drust B, Lisboa P, Vanrenterghem J. 2016. The relationship between whole-body external loading and body-worn accelerometry during team sports movements International Journal of Sports Physiology and Performance, DOI Author Url Publisher Url Public Url

Mocioiu V, Ortega-Martorell S, Olier I, Jablonski M, Starcukova J, Lisboa P, Arús C, Julià-Sapé M. 2015. From raw data to data-analysis for magnetic resonance spectroscopy - the missing link: jMRUI2XML. BMC Bioinformatics, 16 :1-11 DOI Author Url Publisher Url Public Url

Lowsby R, Gomes C, Jarman I, Lisboa P, Nee PA, Vardhan M, Eckersley T, Saleh R, Mills H. 2015. Neutrophil to lymphocyte count ratio as an early indicator of blood stream infection in the emergency department EMERGENCY MEDICINE JOURNAL, 32 DOI Author Url Publisher Url Public Url

Lisboa P, Martín-Guerrero JD, Vellido A. 2015. Making nonlinear manifold learning models interpretable: The manifold grand tour Expert Systems with Applications, 42 :8982-8988 DOI Author Url Publisher Url Public Url

Kinderman P, Tai S, Pontin E, Schwannauer M, Jarman I, Lisboa P. 2015. Causal and mediating factors for anxiety, depression and well-being BRITISH JOURNAL OF PSYCHIATRY, 206 :456-460 DOI Author Url Publisher Url Public Url

Sefton G, McGrath C, Tume L, Lane S, Lisboa PJG, Carrol ED. 2015. What impact did a Paediatric Early Warning system have on emergency admissions to the paediatric intensive care unit? An observational cohort study Intensive and Critical Care Nursing, 31 :91-99 DOI Author Url Publisher Url

Taylor MJ, Higgins E, Lisboa P, Jarman I, Hussain A. 2015. Community fire prevention via population segmentation modelling Community Development Journal, DOI Author Url Publisher Url Public Url

Chambers SJ, Jarman I, Lisboa P. 2015. A framework for initialising a dynamic clustering algorithm: ART2-A Computational Intelligence and Data Mining (CIDM), 2014 IEEE Symposium on, :273-280 DOI Author Url Publisher Url Public Url

Farhadian M, Mahjub H, Moghimbeigi A, Lisboa PJG, Poorolajal J, Mansoorizadeh M. 2015. Wavelet-based gene selection method for survival prediction in diffuse large B-cell lymphomas patients International Journal of Data Mining and Bioinformatics, 13 :197-210 DOI Author Url Publisher Url

Hussain A, Al-Jumeily D, Radi N, Lisboa P. 2014. Hybrid Neural Network Predictive-Wavelet Image Compression System NEUROCOMPUTING, 151 DOI Author Url Publisher Url Public Url

Farhadian M, Lisboa P, Moghimbeigi A, Poorolajal J, Mahjub H. 2014. Supervised wavelet method to predict patient survival from gene expression data. Scientific World Journal, 2014 DOI Author Url Publisher Url Public Url

Taylor MJ, Stables R, Matata B, Lisboa PJG, Laws A, Almond P. 2014. Website design: technical, social and medical issues for self-reporting by elderly patients. Health Informatics J, 20 :136-150 DOI Author Url Publisher Url Public Url

Burniston JG, Kenyani J, Gray D, Guadagnin E, Jarman IH, Cobley JN, Cuthbertson DJ, Chen Y-W, Wastling JM, Lisboa PJ, Koch LG, Britton SL. 2014. Conditional independence mapping of DIGE data reveals PDIA3 protein species as key nodes associated with muscle aerobic capacity Journal of Proteomics, 106 :230-245 DOI Author Url Publisher Url Public Url

Taylor MJ, Higgins E, Lisboa P, Arshad F. 2014. Developing a data sharing framework: a case study Transforming Government: People, Process and Policy, 1 :151-164 Publisher Url Public Url

Higgins E, Taylor M, Lisboa P, Arshad F. 2014. Developing a data sharing framework: A case study Transforming Government: People, Process and Policy, 8 :151-164 DOI Publisher Url

Nair S, O'Brien SV, Hayden K, Pandya B, Lisboa PJG, Hardy KJ, Wilding JPH. 2014. Effect of a cooked meat meal on serum creatinine and estimated glomerular filtration rate in diabetes-related kidney disease. Diabetes Care, 37 :483-487 DOI Author Url Publisher Url

Van Belle V, Lisboa P. 2014. White box radial basis function classifiers with component selection for clinical prediction models. Artif Intell Med, 60 :53-64 DOI Author Url Publisher Url Public Url

Ortega-Martorell S, Ruiz H, Vellido A, Olier I, Romero E, Julia-Sape M, Martin JD, Jarman I, Arus C, Lisboa P. 2013. A Novel Semi-Supervised Methodology for Extracting Tumor Type-Specific MRS Sources in Human Brain Data PLOS ONE, 8 :1-14 DOI Author Url Publisher Url Public Url

Lisboa PJG. 2013. Interpretability in machine learning - Principles and practice Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8256 LNAI :15-21 DOI Publisher Url

Van Belle V, Lisboa P. 2013. Research directions in interpretable machine learning models ESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, :533-541

Van Belle V, Lisboa P. 2013. Automated selection of interaction effects in sparse kernel methods to predict pregnancy viability Proceedings of the 2013 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, :26-31 DOI Publisher Url

Ruiz H, Etchells TA, Jarman IH, Martín JD, Lisboa PJG. 2013. A principled approach to network-based classification and data representation Neurocomputing, 112 :79-91 DOI Author Url Publisher Url

Morecroft CW, Shafiee N, Ford JL, Lisboa PJ, Taylor MJ, Mouzughi Y. 2013. Transformation in the Pharmaceutical Industry – a systematic analysis of operational evidence PDA Journal of Pharmaceutical Science and Technology, 67 :307-322 DOI Author Url Publisher Url

Bacciu D, Etchells TA, Lisboa PJG, Whittaker J. 2013. Efficient identification of independence networks using mutual information Computational Statistics, 28 :621-646 DOI Author Url Publisher Url

Zhang X, Cook PA, Lisboa PJ, Jarman IH, Bellis MA. 2013. The effects of deprivation and relative deprivation on self-reported morbidity in England: an area-level ecological study. Int J Health Geogr, 12 :5 DOI Author Url Publisher Url

Lisboa PJG, Etchells TA, Jarman IH, Chambers SJ. 2013. Finding reproducible cluster partitions for the k-means algorithm BMC Bioinformatics, 14 DOI Author Url Publisher Url

Higgins E, Jones M, Taylor M, Lisboa PJG. 2013. Understanding community fire risk-A spatial model for targeting fire prevention activities Fire Safety Journal, DOI Author Url Publisher Url

Morecroft CW, Shafiei N, Ford JL, Lisboa PJ, Taylor MJ, Mouzughi Y. 2013. Transformation in the Pharmaceutical Industry – a systematic review of the literature PDA Journal of Pharmaceutical Science and Technology, :105-122 DOI Author Url Publisher Url

Shafiei N, Ford JL, Morecroft CW, Lisboa PJ, Taylor MJ, Mouzughi Y. 2013. Transformation in the pharmaceutical industry: transformation-induced quality risks--a survey. PDA J Pharm Sci Technol, 67 :229-246 DOI Author Url Publisher Url

Vilamala A, Vellido A, Lisboa PJG, Ortega-Martorell S. 2013. Discriminant Convex Non-negative Matrix Factorization for the classification of human brain tumours Pattern Recognition Letters, DOI Author Url Publisher Url

Shafiei N, Ford JL, Morecroft CW, Lisboa PJ, Taylor MJ. 2013. Characterization of the evolution of the pharmaceutical regulatory environment. PDA J Pharm Sci Technol, 67 :297-306 DOI Author Url Publisher Url

Chambers SJ, Jarman IH, Etchells TA, Lisboa PJG. 2013. Inference of number of prototypes with a framework approach to K-means clustering International Journal of Biomedical Engineering and Technology, 13 :323-340 DOI Publisher Url

Barbieri C, Brandt C, Fodeh SJ, Gillies C, Martín-Guerrero JD, Raicu DS, Siadat MR, Amato C, Antani S, Bradley P, Chitsaz H, Figueroa R, Furst J, Gaweda A, Giger ML, Gómez J, Haddad A, Jafari-Khouzani K, Lingeman J, Lisboa PJG, Mari F, Ogunyemi T, Redd D, Sethi I, Soltanian-Zadeh H, Soria E, Singh GB, Vajda S. 2013. Preface to data mining in biomedical informatics and healthcare Proceedings - IEEE 13th International Conference on Data Mining Workshops, ICDMW 2013, DOI Publisher Url

Arsene CTC, Lisboa PJ. 2012. Bayesian Neural Network with and without compensation for competing risks Proceedings of the International Joint Conference on Neural Networks, DOI Publisher Url

Taylor M, Higgins E, Lisboa P. 2012. Testing geographical information systems: A case study in a fire prevention support system Journal of Systems and Information Technology, 14 :184-199 DOI Publisher Url

Arsene CTC, Lisboa PJ. 2012. Multicentre study desing in survival analysis 2012 IEEE Symposium on Computational Intelligence and Computational Biology, CIBCB 2012, :135-143 DOI Publisher Url

Arsene CTC, Lisboa PJ. 2012. Bayesian neural network applied in medical survival analysis of primary biliary cirrhosis Proceedings - 2012 14th International Conference on Modelling and Simulation, UKSim 2012, :81-85 DOI Publisher Url

Ardoino I, Biganzoli EM, Bajdik C, Lisboa PJ, Boracchi P, Ambrogi F. 2012. Flexible parametric modelling of the hazard function in breast cancer studies Journal of Applied Statistics, 39 :1409-1421 DOI Author Url Publisher Url

Romero E, Mu T, Lisboa PJG. 2012. Cohort-based kernel visualisation with scatter matrices Pattern Recognition, 45 :1436-1454 DOI Author Url Publisher Url

Taylor MJ, Higgins E, Lisboa PJG, Kwasnica V. 2012. An exploration of causal factors in unintentional dwelling fires Risk Management, 14 :109-125 DOI Author Url Publisher Url

Ortega-Martorell S, Lisboa PJG, Vellido A, Julià-Sapé M, Arús C. 2012. Non-negative matrix factorisation methods for the spectral decomposition of MRS data from human brain tumours. BMC Bioinformatics, 13 :38 DOI Author Url Publisher Url

Bellis MA, Jarman I, Downing J, Perkins C, Beynon C, Hughes K, Lisboa P. 2012. Using clustering techniques to identify localities with multiple health and social needs. Health Place, 18 :138-143 DOI Author Url Publisher Url

Ortega-Martorell S, Lisboa PJG, Vellido A, Simões RV, Pumarola M, Julià-Sapé M, Arús C. 2012. Convex non-negative matrix factorization for brain tumor delimitation from MRSI data. PLoS One, 7 :e47824 DOI Author Url Publisher Url

Vellido A, Martín-Guerrero JD, Lisboa PJG. 2012. Making machine learning models interpretable ESANN 2012 proceedings, 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, :163-172

Jarman IH, Etchells TA, Perkins C, Bellis MA, Lisboa PJG. 2011. Scenario analysis for local area life expectancy using conditional independence maps Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011, :92-97 DOI Publisher Url

Arsene CTC, Lisboa PJ. 2011. A predictive and prognostic medical study for Primary Billiary Cirrhosis by using a Bayesian Neural Network 2011 E-Health and Bioengineering Conference, EHB 2011,

Zhang X, Cook PA, Jarman I, Lisboa P. 2011. Area effects on health inequalities: the impact of neighbouring deprivation on mortality. Health Place, 17 :1266-1273 DOI Author Url Publisher Url

Arsene CTC, Lisboa PJ. 2011. PLANN-CR-ARD model predictions and Non-parametric estimates with Confidence Intervals Proceedings of the International Joint Conference on Neural Networks, :1553-1561 DOI Author Url Publisher Url

Jarman IH, Etchells TA, Lisboa PJG, Beynon CM, Martín-Guerrero JD. 2011. Clustering categorical data: A stability analysis framework IEEE SSCI 2011: Symposium Series on Computational Intelligence - CIDM 2011: 2011 IEEE Symposium on Computational Intelligence and Data Mining, :58-65 DOI Publisher Url

Jarman IH, Etchells TA, Bacciu D, Garibaldi JM, Ellis IO, Lisboa PJG. 2011. Clustering of protein expression data: a benchmark of statistical and neural approaches SOFT COMPUTING, 15 :1459-1469 DOI Author Url Publisher Url

Arsene CTC, Lisboa PJ, Biganzoli E. 2011. Model selection with PLANN-CR-ARD Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6692 LNCS :210-219 DOI Author Url Publisher Url

Nair S, Mishra V, Hayden K, Lisboa PJG, Pandya B, Vinjamuri S, Hardy KJ, Wilding JPH. 2011. The four-variable modification of diet in renal disease formula underestimates glomerular filtration rate in obese type 2 diabetic individuals with chronic kidney disease DIABETOLOGIA, 54 :1304-1307 DOI Author Url Publisher Url

Taylor MJ, Matata B, Stables R, Laws A, England D, Lisboa PJG. 2011. Issues in online patient self-reporting of health status HEALTH INFORMATICS JOURNAL, 17 :5-14 DOI Author Url Publisher Url

Badshah S, Mason L, Mckelvie K, Payne R, Lisboa PJG. 2011. Maternal risk factors in Afghan-refugees compared to Pakistani mothers in Peshawar, NWFP Pakistan JOURNAL OF THE PAKISTAN MEDICAL ASSOCIATION, 61 :161-164 Author Url

Biganzoli E, Coradini D, Ambrogi F, Garibaldi JM, Lisboa P, Soria D, Green AR, Pedriali M, Piantelli M, Querzoli P, Demicheli R, Boracchi P, Nenci I, Ellis IO, Alberti S. 2011. p53 status identifies two subgroups of triple-negative breast cancers with distinct biological features. Jpn J Clin Oncol, 41 :172-179 DOI Author Url Publisher Url

Tume LN, Baines PB, Lisboa PJG. 2011. The effect of nursing interventions on the intracranial pressure in paediatric traumatic brain injury. Nurs Crit Care, 16 :77-84 DOI Author Url Publisher Url

Taylor MJ, Higgins E, Francis M, Lisboa P. 2011. Managing unintentional dwelling fire risk JOURNAL OF RISK RESEARCH, 14 :1207-1218 DOI Author Url Publisher Url

Vellido A, Martín JD, Rossi F, Lisboa PJG. 2010. Seeing is believing: The importance of visualization in real-world machine learning applications ESANN 2011 proceedings, 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, :219-226

Lisboa PJG, Vellido A, Martín JD. 2010. Computational intelligence in biomedicine: Some contributions Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, ESANN 2010, :429-438

Ruiz H, Jarman IH, Martín JD, Lisboa PJ. 2010. The role of Fisher information in primary data space for neighbourhood mapping ESANN 2011 proceedings, 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, :381-386

Bellis MA, Hughes K, Quigg Z, Morleo M, Jarman I, Lisboa P. 2010. Cross-sectional measures and modelled estimates of blood alcohol levels in UK nightlife and their relationships with drinking behaviours and observed signs of inebriation Substance Abuse: Treatment, Prevention, and Policy, 5 DOI

Soria D, Garibaldi JM, Ambrogi F, Green AR, Powe D, Rakha E, Macmillan RD, Blamey RW, Ball G, Lisboa PJG, Etchells TA, Boracchi P, Biganzoli E, Ellis IO. 2010. A methodology to identify consensus classes from clustering algorithms applied to immunohistochemical data from breast cancer patients. Comput Biol Med, 40 :318-330 DOI Author Url Publisher Url

Lisboa PJG, Vellido A, Tagliaferri R, Napolitano F, Ceccarelli M, Martín-Guerrero JD, Biganzoli E. 2010. Data mining in cancer research: Application nNotes IEEE Computational Intelligence Magazine, 5 :14-18 DOI Publisher Url

Ardoino I, Ambrogi F, Iacobelli S, Boracchi P, Manikis G, Kounelakis MG, Zervakis M, Lisboa PJG, Fazi P, Vignetti M, Biganzoli EM, Starita A. 2010. Evaluation of short-and long-term response to treatment in GIMEMA protocol for acute myeloid leukaemia International Journal of Biomedical Engineering and Technology, 3 :329-348 DOI Publisher Url

Al-Jumeily D, Nagar AK, Tawfik H, Hussain A, Lisboa P. 2009. DeSE 2009 preface Proceedings - International Conference on Developments in eSystems Engineering, DeSE 2009,

Lisboa PJG. 2009. Foreword Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques, DOI Publisher Url

Bacciu D, Jarman IH, Etchells TA, Lisboa PJG. 2009. Patient stratification with competing risks by multivariate Fisher distance Proceedings of the International Joint Conference on Neural Networks, :213-220 DOI Publisher Url

Faulke D, Etchells TA, Harrison MJ, Lisboa PJG. 2009. Determination of mode of ventilation using OSRE. Comput Biol Med, 39 :1032-1035 DOI Author Url Publisher Url

Lisboa PJG, Etchells TA, Jarman IH, Arsene CTC, Aung MSH, Eleuteri A, Taktak AFG, Ambrogi F, Boracchi P, Biganzoli E. 2009. Partial logistic artificial neural network for competing risks regularized with automatic relevance determination. IEEE Trans Neural Netw, 20 :1403-1416 DOI Author Url Publisher Url

Rögnvaldsson T, Etchells TA, You L, Garwicz D, Jarman I, Lisboa PJG. 2009. How to find simple and accurate rules for viral protease cleavage specificities. BMC Bioinformatics, 10 :149 DOI Author Url Publisher Url

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D. 2009. Novel hybrid classified vector quantization using discrete cosine transform for image compression JOURNAL OF ELECTRONIC IMAGING, 18 DOI Author Url Publisher Url

Lisboa PJG, Jarman IH, Etchells TA, Ambrogi F, Ardoino I, Vignetti M, Biganzoli E. 2009. Short-term time-to-event model of response to treatment following the GIMEMA protocol for Acute Myeloid Leukaemia Frontiers in Artificial Intelligence and Applications, 196 :81-93 DOI

Taktak A, Eleuteri A, Aung M, Lisboa P, Desjardins L, Damato B. 2008. External validation of a bayesian neural network model in survival analysis Proceedings - 7th International Conference on Machine Learning and Applications, ICMLA 2008, :607-612 DOI Author Url Publisher Url

Soria D, Garibaldi JM, Ambrogi F, Lisboa PJG, Boracchi P, Biganzoli E. 2008. Clustering breast cancer data by consensus of different validity indices IET Conference Publications, DOI Publisher Url

Vellido A, Biganzoli E, Lisboa PJG. 2008. Machine learning in cancer research: Implications for personalised medicine ESANN 2008 Proceedings, 16th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning, :55-64

Hussain AJ, Knowles A, Lisboa PJG, El-Deredy W. 2008. Financial time series prediction using polynomial pipelined neural networks EXPERT SYSTEMS WITH APPLICATIONS, 35 :1186-1199 DOI Author Url Publisher Url

Lisboa PJG, Ellis IO, Green AR, Ambrogi F, Dias MB. 2008. Cluster-based visualisation with scatter matrices Pattern Recognition Letters, 29 :1814-1823 DOI Publisher Url

Badshah S, Mason L, McKelvie K, Payne R, Lisboa PJG. 2008. Risk factors for low birthweight in the public-hospitals at Peshawar, NWFP-Pakistan BMC PUBLIC HEALTH, 8 DOI Author Url Publisher Url

Jarman IH, Etchells TA, Martín JD, Lisboa PJG. 2008. An integrated framework for risk profiling of breast cancer patients following surgery. Artif Intell Med, 42 :165-188 DOI Author Url Publisher Url

Bourdes V, Bonnevay S, Lisboa P, De FR, Chabaud S, Bachelot T, Perol D, Negrier S. 2008. Breast cancer predictions by neural networks analysis: a comparison with logistic regression BULLETIN DU CANCER, 95 :S64-S65 Author Url

Lisboa PJG, Etchells TA, Jarman IH, Hane Aung MS, Chabaud S, Bachelot T, Perol D, Gargi T, Bourdès V, Bonnevay S, Négrier S. 2008. Time-to-event analysis with artificial neural networks: an integrated analytical and rule-based study for breast cancer. Neural Netw, 21 :414-426 DOI Author Url Publisher Url

Lisboa PJG, Etchells TA, Jarman IH, Aung MSH, Chabaud S, Bachelot T, Perol D, Gargi T, Bourdès V, Bonnevay S, Négrier S. 2007. Time-to-event analysis with artificial neural networks: An integrated analytical and rule-based study for breast cancer IEEE International Conference on Neural Networks - Conference Proceedings, :2533-2538 DOI Publisher Url

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D. 2007. Hybrid classified vector quantisation and its application to image compression EUROCON 2007 - The International Conference on Computer as a Tool, :157-162 DOI Publisher Url

Lisboa PJG, Etchells TA, Jarman IH, Aung MSH, Chabaud S, Bachelot T, Perol D, Gargi T, Bourdès V, Bonnevay S, Négrier S. 2007. Development of a rule based prognostic tool for HER 2 positive breast cancer patients Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, :5416-5419 DOI

Bourdès VS, Bonnevay S, Lisboa PJG, Aung MSH, Chabaud S, Bachelot T, Perol D, Negrier S. 2007. Breast cancer predictions by neural networks analysis: A comparison with logistic regression Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, :5424-5427 DOI

Eleuteri A, Aung MSH, Taktak AFG, Damato B, Lisboa PJG. 2007. Continuous and discrete time survival analysis: Neural network approaches Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, :5420-5423 DOI

Vellido A, Lisboa PJG, Vicente D. 2007. Handling outliers and missing data in brain tumor clinical assessment usign t-GTM ESANN 2005 Proceedings - 13th European Symposium on Artificial Neural Networks, :121-126

Vellido A, Lisboa PJG. 2007. Functional topographic mapping for robust handling of outliers in brain tumour data ESANN 2005 Proceedings - 13th European Symposium on Artificial Neural Networks, :133-138

Bourdès VS, Bonnevay S, Lisboa PJ, Aung MS, Chabaud S, Bachelot T, Perol D, Negrier S. 2007. Breast cancer predictions by neural networks analysis: a comparison with logistic regression. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, :5424-5427

Martin-Guerrero JD, Lisboa PJG, Soria-Olivas E, Palomares A, Balaguer E. 2007. An approach based on the Adaptive Resonance Theory for analysing the viability of recommender systems in a citizen Web portal EXPERT SYSTEMS WITH APPLICATIONS, 33 :743-753 DOI Author Url Publisher Url

Taktak A, Antolini L, Aung M, Boracchi P, Campbell I, Damato B, Ifeachor E, Lama N, Lisboa P, Setzkorn C, Stalbovskaya V, Biganzoli E. 2007. Double-blind evaluation and benchmarking of survival models in a multi-centre study. Comput Biol Med, 37 :1108-1120 DOI Author Url Publisher Url

al Nageim H, Nagar R, Lisboa PJG. 2007. Comparison of neural network and binary logistic regression methods in conceptual design of tall steel buildings Construction Innovation, 7 :240-253 DOI Publisher Url

Hussain AJ, Al-Fayadh A, Al-Jumeily D, Lisboa P, Liatsis P. 2007. Image compression using improved hybrid classified vector quantisation ELECTRONICS LETTERS, 43 :385-387 DOI Author Url Publisher Url

Barton G, Lisboa P, Lees A, Attfield S. 2007. Gait quality assessment using self-organising artificial neural networks. Gait Posture, 25 :374-379 DOI Author Url Publisher Url

Fisher AC, El-Deredy W, Hagan RP, Brown MC, Lisboa PJG. 2007. Removal of eye movement artefacts from single channel recordings of retinal evoked potentials using synchronous dynamical embedding and independent component analysis MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 45 :69-77 DOI Author Url Publisher Url

Lisboa PJG, Etchells TA, Jarman IH, Aung MSH, Chabaud S, Bachelot T, Perol D, Gargi T, Bourdès V, Bonnevay S, Négrier S. 2007. Development of a rule based prognostic tool for HER 2 positive breast cancer patients. Annu Int Conf IEEE Eng Med Biol Soc, 2007 :5416-5419 DOI Author Url Publisher Url

Lisboa PJG, Jarman IH, Etchells TA, Ramsey P. 2007. A prototype integrated decision support system for breast cancer oncology Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 4507 LNCS :999-1003 DOI Publisher Url

Arsene CTC, Lisboa PJG. 2007. Artificial Neural Networks Used in the Survival Analysis of Breast Cancer Patients: A Node-Negative Study :191-239 DOI Publisher Url

Fisher AC, Hagan RP, Brown MC, El-Deredy W, Lisboa PJG. 2006. ICA-based blind source separation (BSS) recovery of the pattern electroretinogram (PERG) from single channel records with poor SNR IET Conference Publications, :42 DOI Publisher Url

Aung MSH, Lisboa PJG, Arsene CTC. 2006. Effect of compensation in partial logistic artificial neural networks medical survival analysis IET Conference Publications, :26 DOI Publisher Url

Arsene CTC, Lisboa PJG, Boracchi P, Biganzoli E, Aung MSH. 2006. A Bayesian neural network for competing risks models with covariates IET Conference Publications, :27 DOI Publisher Url

Etchells TA, Vellido A, Martí E, Lisboa PJG, Comas J. 2006. On the prediction of the ecological status of human-altered streams and its rule-based interpretation Proceedings of the iEMSs 3rd Biennial Meeting," Summit on Environmental Modelling and Software",

Vellido A, Lisboa PJG. 2006. Handling outliers in brain tumour MRS data analysis through robust topographic mapping COMPUTERS IN BIOLOGY AND MEDICINE, 36 :1049-1063 DOI Author Url Publisher Url

Barton G, Lees A, Lisboa P, Attfield S. 2006. Visualisation of gait data with Kohonen self-organising neural maps. Gait Posture, 24 :46-53 DOI Author Url Publisher Url

Grudin MA, Lisboa PJG, Harvey DM. 2006. Selection of localised salient features from a single facial image IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING, 153 :461-467 DOI Author Url Publisher Url

Lisboa PJ, Taktak AFG. 2006. The use of artificial neural networks in decision support in cancer: a systematic review. Neural Netw, 19 :408-415 DOI Author Url Publisher Url

Etchells TA, Lisboa PJG. 2006. Orthogonal search-based rule extraction (OSRE) for trained neural networks: a practical and efficient approach. IEEE Trans Neural Netw, 17 :374-384 DOI Author Url Publisher Url

Tang Z, Taylor MJ, Lisboa P, Dyas M. 2005. Quantitative risk modelling for new pharmaceutical compounds. Drug Discov Today, 10 :1520-1526 DOI Author Url Publisher Url

Lindemann A, Dunis CL, Lisboa P. 2005. Probability distribution architectures for trading silver Neural Network World, 15 :437-470 Author Url

Lindemann A, Dunis CL, Lisboa P. 2005. Probability distributions and leveraged trading strategies: An application of Gaussian mixture models to the Morgan Stanley Technology Index Tracking Fund Quantitative Finance, 5 :459-474 DOI Author Url Publisher Url

Lindemann A, Dunis CL, Lisboa P. 2005. Level estimation, classification and probability distribution architectures for trading the EUR/USD exchange rate Neural Computing and Applications, 14 :256-271 DOI Author Url Publisher Url

Hoang TN, El-Deredy W, Bentley DE, Jones AKP, Lisboa PJ, McGlone F. 2004. Dipole source localisation using independent component analysis: single trial localisation of laser evoked pain. Conf Proc IEEE Eng Med Biol Soc, 2006 :403-406 DOI Author Url Publisher Url

Lindemann A, Dunis CL, Lisboa P. 2004. Probability distributions, trading strategies and leverage: An application of Gaussian mixture models Journal of Forecasting, 23 :559-585 DOI Author Url Publisher Url

Vellido A, El-Deredy W, Lisboa PJG. 2003. Selective smoothing of the generative topographic mapping IEEE TRANSACTIONS ON NEURAL NETWORKS, 14 :847-852 DOI Author Url Publisher Url

Lisboa PJG, Wong H, Harris P, Swindell R. 2003. A Bayesian neural network approach for modelling censored data with an application to prognosis after surgery for breast cancer. Artif Intell Med, 28 :1-25 DOI Author Url Publisher Url

Huang Y, Lisboa PJG, El-Deredy W. 2003. Tumour grading from magnetic resonance spectroscopy: a comparison of feature extraction with variable selection STATISTICS IN MEDICINE, 22 :147-164 DOI Author Url Publisher Url

Lisboa PJG, Etchells TA, Pountney DC. 2002. Minimal MLPs do not model the XOR logic NEUROCOMPUTING, 48 :1033-1037 DOI Author Url Publisher Url

Lisboa PJG. 2002. A review of evidence of health benefit from artificial neural networks in medical intervention NEURAL NETWORKS, 15 :11-39 DOI Author Url Publisher Url

Vellido A, Lisboa PJG. 2001. An electronic commerce application of the Bayesian framework for MLPs: The effect of marginalisation and ARD NEURAL COMPUTING & APPLICATIONS, 10 :3-11 DOI Author Url Publisher Url

Lee YYB, Huang Y, El-Deredy W, Lisboa PJG, Arus C, Harris P. 2000. Robust methodology for the discrimination of brain tumours from in vivo magnetic resonance spectra IEE PROCEEDINGS-SCIENCE MEASUREMENT AND TECHNOLOGY, 147 :309-314 DOI Author Url Publisher Url

Lisboa PJG, Vellido A, Wong H. 2000. Bias reduction in skewed binary classification with Bayesian neural networks NEURAL NETWORKS, 13 :407-410 DOI Author Url Publisher Url

Vellido A, Lisboa PJG, Meehan K. 1999. Segmentation of the on-line shopping market using neural networks EXPERT SYSTEMS WITH APPLICATIONS, 17 :303-314 DOI Author Url Publisher Url

Meng H, Russell PC, Lisboa PJG, Jones GR. 1999. Modelling and control of plasma etching processes in the semiconductor industry COMPUTERS & INDUSTRIAL ENGINEERING, 37 :367-370 DOI Author Url Publisher Url

Vellido A, Lisboa PJG, Vaughan J. 1999. Neural networks in business: a survey of applications (1992-1998) EXPERT SYSTEMS WITH APPLICATIONS, 17 :51-70 DOI Author Url Publisher Url

Glossop K, Lisboa PJG, Russell PC, Siddans A, Jones GR. 1999. Implementation of the Hough transformation for the identification and labelling of fixed period sinusoidal curves Computer Vision and Image Understanding, 74 :96-100 DOI

Wong H, Harris P, Lisboa PJG, Kirby SPJ, Swindell R. 1999. Dealing with censorship in neural network models Proceedings of the International Joint Conference on Neural Networks, 5 :3702-3706

Lee YYB, Vellido A, El-Deredy W, Kirby SPJ, Lisboa PJG. 1998. Neural networks in practice - An example from magnetic resonance spectroscopy IEE Colloquium (Digest),

Lisboa PJG, Kirby SPJ, Vellido A, Lee YYB, El-Deredy W. 1998. Assessment of statistical and neural networks methods in NMR spectral classification and metabolite selection NMR IN BIOMEDICINE, 11 :225-234 DOI Author Url Publisher Url

Lisboa PJG, Kirby SJ, Vellido A, Lee B. 1997. Pattern recognition methods for MRS analysis and classification IEE Colloquium (Digest),

Lisboa PJG, Kodogiannis VS, Lucas J. 1997. Neural network identification and control of an underwater vehicle TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 19 :202-210 DOI Author Url Publisher Url

Hamzah S, Pearson JD, Lisboa PJ, Hobson CA. 1997. Phase unwrapping in 3-D shape measurement using artificial neural networks IEE Conference Publication, :680-683 DOI Publisher Url

Ahmed S, Russell P, Lisboa P, Jones GR. 1997. Parameter monitoring using neural-network-processed chromaticity IEE Proceedings: Science, Measurement and Technology, 144 :257-262 DOI Author Url Publisher Url

Kodogiannis VS, Lisboa PJG, Lucas J. 1996. Neural network modelling and control for underwater vehicles ARTIFICIAL INTELLIGENCE IN ENGINEERING, 10 :203-212 DOI Author Url Publisher Url

Gomm JB, Williams D, Evans JT, Doherty SK, Lisboa PJG. 1996. Enhancing the non-linear modelling capabilities of MLP neural networks using spread encoding FUZZY SETS AND SYSTEMS, 79 :113-126 DOI Author Url Publisher Url

GOMM JB, LISBOA PJG, WILLIAMS D, EVANS JT. 1994. ACCURATE MULTI-STEP-AHEAD PREDICTION OF NONLINEAR-SYSTEMS USING THE MLP NEURAL-NETWORK WITH SPREAD ENCODING TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 16 :203-213 DOI Author Url Publisher Url

LISBOA PJG. 1993. SPECIAL ISSUE ON NEURAL NETWORKS JOURNAL OF MICROCOMPUTER APPLICATIONS, 16 :109-111 DOI Author Url Publisher Url

Lisboa P, Lee C, O'Donovan K. 1992. Orientation detection: Comparison of moments with back propagation 1991 IEEE International Joint Conference on Neural Networks, :287-292 Author Url

BINNS KJ, ALDIN MSN, LISBOA PJG. 1992. USE OF CANNED ROTORS IN HIGH-FIELD PERMANENT-MAGNET MACHINES IEE PROCEEDINGS-B ELECTRIC POWER APPLICATIONS, 139 :471-477 DOI Author Url Publisher Url

PERANTONIS SJ, LISBOA PJG. 1992. TRANSLATION, ROTATION, AND SCALE INVARIANT PATTERN-RECOGNITION BY HIGH-ORDER NEURAL NETWORKS AND MOMENT CLASSIFIERS IEEE TRANSACTIONS ON NEURAL NETWORKS, 3 :241-251 DOI Author Url Publisher Url

LISBOA PJG, PERANTONIS SJ. 1991. COMPLETE SOLUTION OF THE LOCAL MINIMA IN THE XOR PROBLEM NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2 :119-124 DOI Author Url

LISBOA PJG, PERANTONIS SJ. 1990. CONVERGENCE OF RECURSIVE ASSOCIATIVE MEMORIES OBTAINED USING THE MULTILAYERED PERCEPTRON JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 23 :4039-4053 DOI Author Url Publisher Url

Vinh Mau R, Lacombe M, Loiseau B, Cottingham WN, Lisboa P. 1985. The static baryon-baryon potential in the skyrme model Physics Letters B, 150 :259-264 DOI Author Url Publisher Url

Lisboa P. 1983. Topological charge in non-abelian lattice gauge theory Physics Letters B, 126 :79-81 DOI Author Url Publisher Url

Lisboa P, Michael C. 1982. Lattices in group manifolds: Applications to lattice gauge theory Nuclear Physics, Section B, 210 :15-28 DOI Author Url Publisher Url

Lisboa P, Michael C. 1982. Discrete subsets of SU(3) for lattice gauge theory Physics Letters B, 113 :303-304 DOI Author Url Publisher Url

Jarman IH, Fernandes AS, Fonseca JM, Etchells TA, Lisboa P, Biganzoli E, Bajdik C. Evaluation of missing data imputation in longitudinal cohort studies in breast cancer survival International Journal of Knowledge Engineering and Soft Data Paradigms, 1 :257-276 DOI Publisher Url

preprint

Lisboa P. 2023. Open your black box classifier Authorea, Inc. DOI Publisher Url

Lisboa PJG, Ortega-Martorell S, Cashman S, Olier I. The Partial Response Network Author Url

Conference publication

Walters B, Ortega Martorell S, Olier-Caparroso I, Lisboa P. 2022. Towards interpretable machine learning for clinical decision support Proceedings of the International Joint Conference on Neural Networks, International Joint Conference on Neural Networks DOI Publisher Url Public Url

Madamedon S, Correa ES, Lisboa PJG. 2022. Tiebreaker Vogel's Approximation Method, a Systematic Approach to improve the Initial Basic Feasible Solution of Transportation Problems 2022 12th IEEE Symposium on Computer Applications and Industrial Electronics, ISCAIE 2022, :211-216 DOI Publisher Url

Lisboa PJG, Saralajew S, Vellido A, Villmann T. 2021. The Coming of Age of Interpretable and Explainable Machine Learning Models ESANN 2021 proceedings European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2021 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning DOI Publisher Url Public Url

Walters B, Ortega-Martorell S, Olier I, Lisboa PJG. 2021. The partial response SVM ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2021 - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning DOI Publisher Url Public Url

Olier-Caparroso I, Sansom A, Lisboa P, Ortega-Martorell S. 2021. Using MLP partial responses to explain in-hospital mortality in ICU 2020 International Conference on Data Analytics for Business and Industry: Way Towards a Sustainable Economy (ICDABI), 2020 International Conference on Data Analytics for Business and Industry DOI Publisher Url Public Url

Montilla-Trochez D, Salas R, Bertin A, Griskova-Bulanova I, Lisboa P, Saavedra C. 2020. Convolutional neural network for cognitive task prediction from EEG's auditory steady state responses CEUR Workshop Proceedings, 2564 :44-50

Lisboa PJG, Ortega-Martorell S, Olier I. 2020. Explaining the Neural Network: A Case Study to Model the Incidence of Cervical Cancer Communications in Computer and Information Science, 1237 CCIS :585-598 DOI Publisher Url

Lisboa PJG, Ortega-Martorell S, Jayabalan M, Olier I. 2020. Efficient Estimation of General Additive Neural Networks: A Case Study for CTG Data Koprinska I, Kamp M, Appice A, Loglisci C, Antonie L, Zimmermann A, Guidotti R, Ozgobek O. ECML PKDD 2020 WORKSHOPS, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 1323 :432-446 DOI Author Url Publisher Url

Riley P, Olier I, Rea M, Lisboa P, Ortega-Martorell S. 2019. A Voting Ensemble Method to Assist the Diagnosis of Prostate Cancer Using Multiparametric MRI Advances in Intelligent Systems and Computing, 13th International Workshop, WSOM+ 2019 976 DOI Publisher Url Public Url

Srivastava M, Olier I, Riley P, Lisboa P, Ortega-Martorell S. 2019. Classifying and Grouping Mammography Images into Communities Using Fisher Information Networks to Assist the Diagnosis of Breast Cancer Advances in Intelligent Systems and Computing, 13th International Workshop, WSOM+ 2019 976 :304-313 DOI Publisher Url Public Url

Bacciu D, Biggio B, Lisboa PJG, Martín JD, Oneto L, Vellido A. 2019. Societal issues in machine learning: When learning from data is not enough ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, :455-464

Orphanidou NK, Hussain A, Keight R, Lisboa P, Hind J, Al-Askar H. 2018. Predicting Freezing of Gait in Parkinsons Disease Patients using Machine Learning 2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), IEEE Congress on Evolutionary Computation (IEEE CEC) as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) :266-273 DOI Author Url Publisher Url

Hind J, Hussain A, Al-jumeily D, Montanez CAC, Chalmers C, Lisboa P. 2018. Robust Interpretation of Genomic Data in Chronic Obstructive Pulmonary Disease (COPD) 2018 11TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2018), 11th International Conference on Developments in eSystems Engineering (DeSE) :12-17 DOI Author Url Publisher Url

Cashman S, Korostynska O, Shaw A, Lisboa P, Mason A. 2017. Detection of glyphosate in deionised water using machine learning techniques with microwave spectroscopy 2017 IEEE 1st Ukraine Conference on Electrical and Computer Engineering, UKRCON 2017 - Proceedings, :253-256 DOI Publisher Url

Lisboa P, Hind J, Hussain A, Al-Jumeily D. 2017. A Robust Method for the Interpretation of Genomic Data 2017 International Joint Conference on Neural Networks (IJCNN 2017) DOI Author Url Publisher Url

Casaña-Eslava RV, Martín-Guerrero JD, Jarman IH, Lisboa PJG. 2016. Performance assessment of quantum clustering in non-spherical data distributions ESANN 2016 - 24th European Symposium on Artificial Neural Networks, :339-344

Martín-Guerrero JD, Lisboa PJG, Vellido A. 2016. Physics and machine learning: Emerging paradigms ESANN 2016 - 24th European Symposium on Artificial Neural Networks, :319-326

Urda D, Chambers SJ, Jarman I, Lisboa P, Franco L, Jerez JM. 2015. Use of q-values to Improve a Genetic Algorithm to Identify Robust Gene Signatures Lecture Notes in Computer Science, 11th International Meeting, CIBB 2014 8623 :199-206 DOI Author Url Publisher Url Public Url

Miss MF, Soares P, Conceicao E, Guarda D, Ai X, Lisboa P, Oliveira E, Moura E. 2015. Flaxseed oil supplementation during lactation change the oxidative balance at adulthood FASEB JOURNAL, Experimental Biology Meeting 29 Author Url

Ortega-Martorell S, Olier I, Delgado-Goni T, Ciezka M, Julià-Sapé M, Lisboa P, Arús C. 2015. Semi-supervised source extraction methodology for the nosological imaging of glioblastoma response to therapy. CIDM 2014: Computational Intelligence and Data Mining (CIDM), 2014 IEEE Symposium on, 2014 IEEE Symposium on Computation Intelligence and Data Mining :93-98 DOI Author Url Publisher Url Public Url

Ruiz H, Lisboa PJ, Neilson PJ, Gregson W. 2015. Measuring scoring efficiency through goal expectancy estimation 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015 - Proceedings, :149-154

Ortega-Martorell S, Olier I, Julià-Sapé M, Arús C, Lisboa P. 2014. Automatic relevance source determination in human brain tumors using Bayesian NMF. 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM), 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) :99-104 DOI Author Url Publisher Url Public Url

Lisboa PJG, Jarman IH, Etchells TA, Chambers SJ, Bacciu D, Whittaker J, Garibaldi JM, Ortega-Martorell S, Vellido A, Ellis IO. 2012. Discovering hidden pathways in bioinformatics Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7548 LNBI :49-60 DOI Publisher Url

Ruiz H, Ortega-Martorell S, Jarman IH, Vellido A, Martin JD, Romero E, Lisboa PJG. 2012. Towards interpretable classifiers with blind signal separation Proceedings of the International Joint Conference on Neural Networks, DOI Author Url Publisher Url

Ruiz H, Ortega-Martorell S, Jarman IH, Martín JD, Lisboa P. 2012. Constructing similarity networks using the Fisher information metric Publisher Url

Ortega-Martorell S, Lisboa PJG, Vellido A, Simões RV, Julià-Sapé M, Arús C. 2011. Brain tumor pathological area delimitation through Non-negative Matrix Factorization Proceedings - IEEE International Conference on Data Mining, ICDM, :1058-1063 DOI Publisher Url

Ortega-Martorell S, Vellido A, Lisboa PJG, Julià-Sapé M, Arús C. 2011. Spectral decomposition methods for the analysis of MRS information from human brain tumors Proceedings of the International Joint Conference on Neural Networks, :3279-3284 DOI Author Url Publisher Url

Ruiz H, Jarman IH, Martín JD, Lisboa PJ. 2011. The role of Fisher information in primary data space for neighbourhood mapping ESANN 2011 - 19th European Symposium on Artificial Neural Networks, :381-386

Vellido A, Martín JD, Rossi F, Lisboa PJG. 2011. Seeing is believing: The importance of visualization in real-world machine learning applications ESANN 2011 - 19th European Symposium on Artificial Neural Networks, :219-226

Fernandes AS, Alves P, Jarman IH, Etchells TA, Fonseca JM, Lisboa PJG. 2010. A Clinical Decision Support System for Breast Cancer Patients CamarinhaMatos LM, Pereira P, Ribeiro L. EMERGING TRENDS IN TECHNOLOGICAL INNOVATION, 1st IFIP Doctoral Conference on Computing, Electrical and Industrial Systems 314 :122-+ DOI Author Url Publisher Url

Fernandes AS, Bacciu D, Jarman IH, Etchells TA, Fonseca JM, Lisboa PJG. 2010. Different Methodologies for Patient Stratification Using Survival Data Masulli F, Peterson LE, Tagliaferri R. COMPUTATIONAL INTELLIGENCE METHODS FOR BIOINFORMATICS AND BIOSTATISTICS, 6th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics 6160 :276-+ DOI Author Url Publisher Url

Romero E, Fernandes AS, Mu T, Lisboa PJG. 2010. Cohort-based Kernel Visualisation with Scatter Matrices 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010, World Congress on Computational Intelligence (WCCI 2010) DOI Author Url Publisher Url

Lisboa PJG, Fernandes AS, Fonseca JM, Bajdik C, Biganzoli E. 2010. Assessment of benefit vs. risk of drug therapy: the potential for outcome analysis with flexible models 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010, World Congress on Computational Intelligence (WCCI 2010) DOI Author Url Publisher Url

Ardoino I, Ambrogi F, Bajdik C, Lisboa PJ, Biganzoli EM, Boracchi P. 2010. Flexible Parametric Modelling of the Hazard Function in Breast Cancer Studies 2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010, World Congress on Computational Intelligence (WCCI 2010) DOI Author Url Publisher Url

Fernandes AS, Jarman IH, Etchells TA, Fonseca JM, Biganzoli E, Bajdik C, Lisboa PJG. 2009. Stratification Methodologies for Neural Networks Models of Survival Cabestany J, Prieto A, Sandoval F, Corchado JM. BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1, 10th International Work-Conference on Artificial Neural Networks (IWANN 2009) 5517 :989-+ DOI Author Url Publisher Url

Li M, Dias B, Jarman I, El-Deredy W, Lisboa PJG. 2009. Grocery Shopping Recommendations Based on Basket-Sensitive Random Walk KDD-09: 15TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining :1215-1223 DOI Author Url Publisher Url

Bacciu D, Jarman IH, Etchells TA, Lisboa PJG. 2009. Patient Stratification with Competing Risks by Multivariate Fisher Distance IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1- 6, International Joint Conference on Neural Networks :3453-+ Author Url

Fernandes AS, Bacciu D, Jarman IH, Etchells TA, Fonseca JM, Lisboa PJG. 2009. p-Health in breast oncology: a framework for predictive and participatory e-systems AlJumeily D, Nagar AK, Tawfik H, Hussain A, Lisboa P. 2009 SECOND INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2009), 2nd International Conference on Developments in eSystems Engineering :123-129 DOI Author Url Publisher Url

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D, Al-Jumaily M. 2009. A Hybrid Image Compression Method and Its Application to Medical Images AlJumeily D, Nagar AK, Tawfik H, Hussain A, Lisboa P. 2009 SECOND INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2009), 2nd International Conference on Developments in eSystems Engineering :107-+ DOI Author Url Publisher Url

Ghazali R, Hussain AJ, Al-Jumeily D, Lisboa P. 2009. Time Series Prediction Using Dynamic Ridge Polynomial Neural Networks AlJumeily D, Nagar AK, Tawfik H, Hussain A, Lisboa P. 2009 SECOND INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2009), 2nd International Conference on Developments in eSystems Engineering :354-+ DOI Author Url Publisher Url

Hussain AJ, Al-Jumeily D, Lisboa P. 2009. Adaptive Classified Vector Quantisation of non-orthogonal representations of images and its application to image compression 2009 1ST INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE, COMMUNICATION SYSTEMS AND NETWORKS(CICSYN 2009), 1st International Conference on Computational Intelligence, Communication Systems and Networks :386-+ DOI Author Url Publisher Url

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D. 2008. An adaptive hybrid classified vector quantisation and its application to image compression Proceedings - EMS 2008, European Modelling Symposium, 2nd UKSim European Symposium on Computer Modelling and Simulation, :253-256 DOI Publisher Url

Green A, Garibaldi JM, Soria D, Ambrogi F, Powe DG, Ball G, Lisboa PJG, Boracchi P, Biganzoli E, Ellis IO. 2008. Identification of key breast cancer phenotypes EJC SUPPLEMENTS, 6th European Breast Cancer Conference 6 :183-183 DOI Author Url Publisher Url

Lisboa PJG, Etchells TA, Jarman IH, Aung MSH, Chabaud S, Bachelot T, Perol D, Gargi T, Bourdes V, Bonnevay S, Negrier S. 2008. Time-to-event analysis with artificial neural networks: An integrated analytical and rule-based study for breast cancer NEURAL NETWORKS, International Joint Conference on Neural Networks 21 :414-426 DOI Author Url

Green AR, Garibaldi JM, Soria D, Ambrogi F, Powe D, Rakha E, Macmillan RD, Blamey RW, Ball G, Lisboa PJG, Etchells TA, Boracchi P, Ellis IO. 2008. Identification of novel clinical phenotypes of breast cancer by immunohistochemical analysis MODERN PATHOLOGY, 97th Annual Meeting of the United-States-and-Canadian-Academy-of-Pathology 21 :34A-34A Author Url

Green AR, Garibaldi JM, Soria D, Ambrogi F, Ball G, Lisboa PJG, Etchells TA, Boracchi P, Biganzoli E, Macmillan RD, Blamey RW, Powe DG, Rakha EA, Ellis IO. 2008. Identification and definition of novel clinical phenotypes of breast cancer through consensus derived from automated clustering methods BREAST CANCER RESEARCH, Breast Cancer Research Meeting 10 :S36-S36 DOI Author Url Publisher Url

Bacciu D, Biganzoli E, Lisboa PJG, Starita A. 2008. Are model-based clustering and neural clustering consistent? A case study from bioinformatics Lovrek I, Howlett RJ, Jain LC. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems 5178 :181-+ DOI Author Url Publisher Url

Etchells TA, Fernandes AS, Jarman IH, Fonseca JM, Lisboa PJG. 2008. Stratification of severity of illness indices: A case study for breast cancer prognosis Lovrek I, Howlett RJ, Jain LC. KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems 5178 :214-+ DOI Author Url Publisher Url

Lisboa PJG, Romero E, Vellido A, Julia-Sape M, Arus C. 2008. Classification, Dimensionality Reduction, and Maximally Discriminatory Visualization of a Multicentre H-1-MRS Database of Brain Tumors Wani MA, Chen X, Casasent D, Kurgan L, Hu T, Hafeez K. SEVENTH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, PROCEEDINGS, 7th International Conference on Machine Learning and Applications :613-+ DOI Author Url Publisher Url

Fernandes AS, Jarman IH, Etchells TA, Fonseca JM, Biganzoli E, Bajdik C, Lisboa PJG. 2008. Missing data imputation in longitudinal cohort studies - application of PLANN-ARD in breast cancer survival Wani MA, Chen X, Casasent D, Kurgan L, Hu T, Hafeez K. SEVENTH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, PROCEEDINGS, 7th International Conference on Machine Learning and Applications :644-+ DOI Author Url Publisher Url

Dias MB, Locher D, Li M, El-Deredy W, Lisboa PJG. 2008. The Value of Personalised Recommender Systems to E-Business: A Case Study RECSYS'08: PROCEEDINGS OF THE 2008 ACM CONFERENCE ON RECOMMENDER SYSTEMS, ACM Conference on Recommender Systems :291-294 DOI Author Url Publisher Url

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D. 2008. An adaptive hybrid image compression method and its application to medical images 2008 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: FROM NANO TO MACRO, VOLS 1-4, 5th IEEE International Symposium on Biomedical Imaging :237-240 DOI Author Url Publisher Url

Green AR, Garibaldi JM, Soria D, Ambrogi F, Ball G, Lisboa PJG, Etchells TA, Boracchi P, Biganzoli E, Macmillan RD, Blamey RW, Ellis IO. 2007. Identification of sub-classes of breast cancer through consensus derived from automated clustering methods EJC SUPPLEMENTS, 10th Nottingham International Breast Cancer Conference 5 :18-18 DOI Author Url Publisher Url

Aung MSH, Lisboa PJG, Etchells TA, Testa AC, Van Calster B, Van Huffel S, Valentin L, Timmerman D. 2007. Comparing analytical decision support models through boolean rule extraction: A case study of ovarian tumour malignancy Liu DR, Fei SM, Hou ZG, Zhang HG, Sun CY. ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 2, PROCEEDINGS, 4th International Symposium on Neural Networks (ISNN 2007) 4492 :1177-+ DOI Author Url Publisher Url

Vellido A, Lisboa PJG. 2007. Neural networks and other machine learning methods in cancer research Sandoval F, Prieto A, Cabestany J, Grana M. COMPUTATIONAL AND AMBIENT INTELLIGENCE, 9th International Work-Conference on Artificial Neural Networks 4507 :964-+ DOI Author Url Publisher Url

Lisboa PJG, Jarman IH, Etchells TA, Ramsey P. 2007. A prototype integrated decision support system for breast cancer oncology Sandoval F, Prieto A, Cabestany J, Grana M. COMPUTATIONAL AND AMBIENT INTELLIGENCE, 9th International Work-Conference on Artificial Neural Networks 4507 :996-+ Author Url

Lisboa PJG, Etchells TA, Jarman IH, Aung MSH, Chabaud S, Bachelot T, Perol D, Gargi T, Bourdes V, Bonnevay S, Negrier S. 2007. Development of a rule based prognostic tool for HER 2 positive breast cancer patients 2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 29th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society :5416-+ DOI Author Url

Eleuteri A, Aung ASH, Taktak AFG, Damato B, Lisboa PJG. 2007. Continuous and discrete time survival analysis: Neural network approaches 2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 29th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society :5420-+ DOI Author Url Publisher Url

Bourdes VS, Bonnevay S, Lisboa PJG, Aung MSH, Chabaud S, Bachelot T, Perol D, Negrier S. 2007. Breast cancer predictions by neural networks analysis: a comparison with logistic regression 2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 29th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society :5424-+ DOI Author Url Publisher Url

Lisboa PJG, Biganzoli EM, Taktak AF, Etchells TA, Jarman IH, Aung MSH, Ambrogi F. 2007. Assessing flexible models and rule extraction from censored survival data 2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6, International Joint Conference on Neural Networks :1663-+ DOI Author Url Publisher Url

Lisboa PJG, Etchells TA, Jarman IH, Aung MSH, Chabaud S, Bachelot T, Pero D, Gargi T, Bourdes V, Bonnevay S, Negrier S. 2007. Time-to-event analysis with artificial neural networks: An integrated analytical and rule-based study for breast cancer 2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6, International Joint Conference on Neural Networks :2532-+ Author Url

Li M, Dias B, El-Deredy W, Lisboa PJG. 2007. A Probabilistic Model for Item-Based Recommender Systems RECSYS 07: PROCEEDINGS OF THE 2007 ACM CONFERENCE ON RECOMMENDER SYSTEMS, ACM Conference on Recommender Systems :129-132 DOI Author Url Publisher Url

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D. 2007. A Hybrid Classified Vector Quantisation and Its Application to Image Compression ICSPC: 2007 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS, VOLS 1-3, PROCEEDINGS, IEEE International Conference on Signal Processing and Communications :125-128 DOI Author Url Publisher Url

Al-Fayadh A, Hussain AJ, Lisboa P, Al-Jumeily D. 2007. Hybrid Classified Vector Quantisation and its application to image compression EUROCON 2007: THE INTERNATIONAL CONFERENCE ON COMPUTER AS A TOOL, VOLS 1-6, International Conference on Computer as a Tool (EUROCON 2007) :130-135 Author Url

Vellido A, Lisboa PJG, Vicente D. 2006. Robust analysis of MRS brain tumour data using t-GTM NEUROCOMPUTING, 13th European Symposium on Artificial Neural Networks (ESANN) 69 :754-768 DOI Author Url Publisher Url

Hussain AJ, Knowles A, Lisboa P, El-Deredy W, Al-Jumeily D. 2006. Polynomial pipelined neural network and its application to financial time series prediction Sattar A, Kang BH. AI 2006: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 19th Australian Joint Conference on Artificial Intelligence 4304 :597-+ DOI Author Url Publisher Url

Patel S, Bataveljic O, Lisboa PJ, Hawkins C, Rajan R. 2006. IShakti - Crossing the digital divide in rural India 2006 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE, (WI 2006 MAIN CONFERENCE PROCEEDINGS), IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2006) :1061-+ DOI Author Url Publisher Url

Etchells TA, Nebot A, Vellido A, Lisboa PJG, Múgica F. 2006. Learning what is important: Feature selection and rule extraction in a virtual course ESANN 2006 Proceedings - European Symposium on Artificial Neural Networks, :401-406

Lisboa PJG, Patel S. 2004. Cluster-based visualisation of marketing data Yang ZR, Everson R, Yin H. INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING IDEAL 2004, PROCEEDINGS, 5th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2004) 3177 :552-558 DOI Author Url Publisher Url

Coombes N, Payne R, Lisboa P. 2002. Comparison of nested simulated annealing and reactive tabu search for efficient experimental designs with correlated data COMPSTAT 2002: PROCEEDINGS IN COMPUTATIONAL STATISTICS, :249-254 Author Url

Lisboa PJG, Wong H. 2001. Are neural networks best used to help logistic regression? An example from breast cancer survival analysis IJCNN'01: INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, International Joint Conference on Neural Networks (IJCNN 01) :2472-2477 DOI Author Url Publisher Url

Vellido A, Lisboa PJG, Meehan K. 2000. Quantitative characterization and prediction of on-line purchasing behavior: A latent variable approach INTERNATIONAL JOURNAL OF ELECTRONIC COMMERCE, 32nd Hawaii International Conference on Systems Science (HICSS) 4 :83-104 DOI Author Url Publisher Url

Lisboa PJG, Vellido A, Wong H. 2000. Outstanding issues for clinical decision support with neural networks Malmgren H, Borga M, Niklasson L. ARTIFICIAL NEURAL NETWORKS IN MEDICINE AND BIOLOGY, Conference on Artificial Neural Networks in Medicine and Biology (ANNIMAB-1) :63-71 Author Url

Agogino A, Ghosh J, Perantonis SJ, Virvilis V, Petridis S, Lisboa PJG. 2000. The role of multiple, linear-projection based visualization techniques in RBF-hased classification of high dimensional data Amari SI, Giles CL, Mori M, Piuri V. IJCNN 2000: PROCEEDINGS OF THE IEEE-INNS-ENNS INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOL III, IEEE/INNS/ENNS International Joint Conference on Neural Networks (IJCNN 2000) :47-52 DOI Author Url Publisher Url

Vellido A, Lisboa PJG, Meehan K. 2000. Segmenting the e-commerce market using the Generative Topographic Mapping Cairo O, Sucar LE, Cantu FJ. MICAI 2000: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, Mexican International Conference on Artificial Intelligence (MICAI 2000) 1793 :470-481 DOI Author Url Publisher Url

Lisboa PJG, Lee YYB, El-Deredy W, Huang Y, Harris P. 2000. Robust methodology for the discrimination of brain tumours from in vivo magnetic resonance spectra FIRST INTERNATIONAL CONFERENCE ON ADVANCES IN MEDICAL SIGNAL AND INFORMATION PROCESSING, 1st International Conference on Advances in Medical Signal and Information Processing :88-95 DOI Author Url Publisher Url

Lisboa PJG, Wong H, Vellido A, Kirby SPJ, Harris P, Swindell R. 1998. Survival of breast cancer patients following surgery: A detailed assessment of the multi-layer perceptron and Cox's proportional hazard model IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE, 2nd IEEE World Congress on Computational Intelligence (WCCI 98) :112-116 Author Url

Branston NM, El-Deredy W, Lisboa PJG, Thomas DGT. 1998. Visualisation of human basal ganglia neuron responses using the generative topographic mapping (GTM) algorithm IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE, 2nd IEEE World Congress on Computational Intelligence (WCCI 98) :326-331 Author Url

Lisboa PJG. 1998. The taming of the shrew - Clinical applications of neural networks Ifeachor EC, Sperduti A, Starita A. PROCEEDING OF THE THIRD INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND EXPERT SYSTEMS IN MEDICINE AND HEALTHCARE, 3rd International Conference on Neural Networks and Expert Systems in Medicine and Healthcare :12-19 Author Url

Grudin MA, Lisboa PJG, Harvey DM. 1997. A neural-network approach for compact multi-level representation of human faces FIFTH INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS, 5th International Conference on Artificial Neural Networks :42-47 Author Url

Grudin MA, Lisboa PJG, Harvey DM. 1997. Compact multi-level representation of human faces for identification SIXTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND ITS APPLICATIONS, VOL 1, 6th International Conference on Image Processing and its Applications :111-115 DOI Author Url Publisher Url

Grudin MA, Harvey DM, Timchenko LI, Lisboa PGJ. 1997. Fast face recognition method using a multistage hierarchical network 1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - V, 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 97) :2545-2548 Author Url

Lisboa PJG, Branston NM, ElDeredy W, Vellido A. 1997. Tissue characterisation with NMR spectroscopy: Current state and future prospects for the application of neural networks analysis 1997 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, 1997 IEEE International Conference on Neural Networks (ICNN 97) :1385-1390 DOI Author Url Publisher Url

Glossop KJ, Siddans AWB, Lisboa PJG, Russell PC. 1997. Robust and efficient pc-based software for the semi-automatic interpretation of borehole televiewer data 1997 SEG Annual Meeting, :2046-2049 DOI Publisher Url

Meng H, Lisboa PJG, Russell PC, Jones GR. 1996. The modelling of plasma etching processes using neural network and statistical techniques PROCEEDINGS OF THE 1996 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL, 1996 IEEE International Symposium on Intelligent Control :218-223 DOI Author Url Publisher Url

Lisboa PJG, MehriDehnavi AR. 1996. Sensitivity methods for variable selection using the MLP INTERNATIONAL WORKSHOP ON NEURAL NETWORKS FOR IDENTIFICATION, CONTROL, ROBOTICS, AND SIGNAL/IMAGE PROCESSING - PROCEEDINGS, International Workshop on Neural Networks for Identification, Control, Robotics, and Signal/Image Processing :330-338 DOI Author Url Publisher Url

KODOGIANNIS VS, LISBOA PJG, LUCAS J. 1994. Neural network based predictive control systems for Underwater Robotic Vehicles ELECTRO '94, Electro 94 International :369-376 Author Url

EVANS JT, GOMM JB, WILLIAMS D, LISBOA PJG. 1994. IMPLEMENTATION AND PERFORMANCE EVALUATION OF AN ONLINE NEURAL-NETWORK CONTROL SCHEME INTERNATIONAL CONFERENCE ON CONTROL 94, VOLS 1 AND 2, International Conference on Control 94 :629-633 DOI Author Url Publisher Url

WILLIAMS D, EVANS JT, GOMM JB, LISBOA PJG. 1993. APPLICATION OF AN ARTIFICIAL NEURAL-NETWORK TO ONLINE CONTROL OF A PROCESS Rzevski G, Pastor J, Adey RA. APPLICATIONS OF ARTIFICIAL INTELLIGENCE IN ENGINEERING VIII, VOL 2, 8TH INTERNATIONAL CONF ON APPLICATIONS OF ARTIFICIAL INTELLIGENCE IN ENGINEERING ( AIENG 93 ) :771-786 Author Url

Kodogiannis VS, Lisboa PJG, Lucas J. 1993. A neural predictive controller for underwater robotic applications Proceedings of the Workshop on Neural Network Applications and Tools, NNAT 1993, :126-132 DOI Publisher Url

Gomm JB, Evans JT, Williams D, Lisboa PJG. 1993. Development of a neural network model based controller for a non-linear process application Proceedings of the Workshop on Neural Network Applications and Tools, NNAT 1993, :109-117 DOI Publisher Url

Lisboa PJG, Mehridehnavi AR, Martin PA. 1993. The interpretation of supervised neural networks Proceedings of the Workshop on Neural Network Applications and Tools, NNAT 1993, :11-17 DOI Publisher Url

LISBOA PJG, MALLAIAH M. 1992. THE ROLE OF LOCAL SCALE AND ORIENTATION IN FEATURE LOCATION USING NEURAL NETS 11TH IAPR INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, PROCEEDINGS, VOL III, Conference C: Image, Speech, and Signal Analysis, at the 11th IAPR International Conference on Pattern Recognition :672-675 DOI Author Url Publisher Url

EVANS JT, GOMM JB, WILLIAMS D, LISBOA PJG, TO QS. 1992. NONLINEAR PROCESS MODELING WITH ARTIFICIAL NEURAL NETWORKS Luker P. PROCEEDINGS OF THE 1992 SUMMER COMPUTER SIMULATION CONFERENCE, 1992 SUMMER COMPUTER SIMULATION CONF / 24TH ANNUAL SUMMER COMPUTER SIMULATION CONF :637-641 Author Url

LISBOA PJG, PERANTONIS SJ. 1991. INVARIANT PATTERN-RECOGNITION USING 3RD-ORDER NETWORKS AND ZERNIKE MOMENTS 1991 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-3, INTERNATIONAL JOINT CONF ON NEURAL NETWORKS :1421-1425 DOI Author Url Publisher Url

LISBOA PJG, PERANTONIS SJ. 1991. INVARIANT DIGIT RECOGNITION BY ZERNIKE MOMENTS AND 3RD-ORDER NEURAL NETWORKS SECOND INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS, 2ND INTERNATIONAL CONF ON ARTIFICIAL NEURAL NETWORKS 349 :82-85 Author Url

BINNS KJ, LISBOA PJ, ALDIN MSN. 1991. THE USE OF CANNED ROTORS IN HIGH-SPEED PERMANENT-MAGNET MACHINES FIFTH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND DEVICES, 5TH INTERNATIONAL CONF ON ELECTRICAL MACHINES AND DEVICES 341 :21-25 Author Url

Harris B, Dobbins C, Fairclough SH, Lisboa P. Exploring Wearable Devices for Unobtrusive Stress Monitoring ACM International Conference Proceedings Series, Second International Conference on Internet of Things, Data and Cloud Computing Public Url

Harris B, Dobbins C, Fairclough SH, Lisboa P. Measuring Academic Stress ‘In the Wild’ with Wearable Sensors: Removal of Noise from Wearable Sensor Data Using Fir Filters 1st Neuroadaptive Technology Conference 2017 (NAT’17) Public Url

Dobbins CM, Fairclough SH, Lisboa PJG, Navarro FFG. A Lifelogging Platform Towards Detecting Negative Emotions in Everyday Life using Wearable Devices 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom’18) DOI Publisher Url Public Url

Bacciu D, Lisboa PJG, Martín JD, Stoean R, Vellido A. Bioinformatics and Medicine in the Era of Deep Learning European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning Author Url Public Url

Khalaf M, Hussain A, Al-Jumeily D, Baker T, Keight R, Lisboa P, Alkafri A, Fergus P. A Data Science Methodology Based on Machine Learning Algorithms for Flood Severity Prediction IEEE Congress on Evolutionary Computation DOI Author Url Publisher Url Public Url

Abdulaimma B, Hussain A, Fergus P, Al-Jumeily D, Lisboa P, Huang D-S, Radi N. Improving Type 2 Diabetes Phenotypic Classification by Combining Genetics and Conventional Risk Factors 2018 IEEE Congress on Evolutionary Computation (IEEE CEC 2018) DOI Author Url Publisher Url Public Url

Casana Eslava R, Martin-Guerrero JD, Ortega Martorell S, Lisboa P, Jarman I. Scalable implementation of measuring distances in a Riemannian manifold based on the Fisher Information metric International Joint Conference on Neural Networks (IJCNN) DOI Author Url Publisher Url

Chapters

Bacciu D, Lisboa PJG, Vellido A. 2022. Introduction Deep Learning In Biology and Medicine :1-9 9781800610934 DOI Publisher Url

McCabe PG, Olier I, Ortega-Martorell S, Jarman I, Baltzopoulos V, Lisboa P. 2019. Comparative Analysis for Computer-Based Decision Support: Case Study of Knee Osteoarthritis Yin H, Camacho D, Tino P, TallonBallesteros AJ, Menezes R, Allmendinger R. 11872 :114-122 SPRINGER INTERNATIONAL PUBLISHING AG 978-3-030-33616-5 DOI Author Url Publisher Url

Ortega-Martorell S, Julià-Sapé M, Lisboa P, Arús C. 2016. Pattern Recognition Analysis of MR Spectra Griffiths J, Bottomley P. Handbook of in vivo Magnetic Resonance Spectroscopy John Wiley & Sons 978-1-118-99766-6 DOI Publisher Url Public Url

Bacciu D, Lisboa PJG, Sperduti A, Villmann T. 2015. Probabilistic modeling in machine learning Springer Handbook of Computational Intelligence :545-575 9783662435045 DOI Publisher Url

Jarman IH, Lisboa PJG, Etchells TA, Chambers SJ, Bacciu D, Whittaker J, Garibaldi J, Ortega-Martorell S, Vellido A, Ellis IO. 2012. Discovering Hidden Pathways in Bioinformatics Biganzoli , Vellido A, Ambrogi F, Tagliaferri R. Computational Intelligence Methods for Bioinformatics and Biostatistics 7548 :49-60 Springer Berlin Heidelberg 978-3-642-35685-8 DOI

Knowles A, Hussain A, El Deredy W, Lisboa PGJ, Dunis CL. 2008. Higher order neural networks with bayesian confidence measure for the prediction of the EUR/USD exchange rate Artificial Higher Order Neural Networks for Economics and Business :48-59 9781599048970 DOI Publisher Url

Books (authored)

Bacciu D, Lisboa PJG, Vellido A. 2022. Deep learning in biology and medicine :1-320 9781800610934 DOI Publisher Url

Lisboa PJG. 1992. Neural Networks Current Applications 9780442315641

Thesis/Dissertation

Hind J. 2019. RaSaR: A Novel Methodology for the Detection of Epistasis Lisboa P, Hussain A, Al-Jumeily D. Public Url

Other

Mocioiu V, Ortega Martorell S, Olier I, Jablonski M, Starcukova J, Lisboa P, Arús C, Julià-Sapé M. 2015. jMRUI plugin software (jMRUI2XML) to allow automated MRS processing and XMLbased standardized output European Society for Magnetic Resonance in Medicine and Biology (ESMRMB) 2015,

Ortega Martorell S, Olier I, Delgado-Goñi T, Ciezka M, Candiota AP, Julià-Sapé M, Pumarola M, Lisboa P, Arús C. 2015. Source-based nosologic imaging of response to therapy in pre-clinical glioblastoma International Society for Magnetic Resonance in Medicine (ISMRM) 2015,

Ciezka M, Delgado-Goñi T, Ortega-Martorell S, Olier I, Julià-Sapé M, Candiota AP, Lisboa P. 2014. Nosological imaging of glioblastoma response to therapy XIV Congress of the Spanish Biophysical Society 2014,

Lisboa PJG, Rizzo R. 2011. Preface Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6685 LNBI DOI Author Url Publisher Url

Verheul JP, Robinson M, vanrenterghem , Lisboa P, pogson , Gregson W. Training load monitoring in soccer: can a mass-spring-damper model reproduce ground reaction forces during dynamic tasks?

Report

Perkins C, Carlin H, Jarman I, Chambers S, Lisboa P, Knuckey S, Bellis MA. 2011. North West Mental Wellbeing Survey - Profiles of wellbeing

Quigg ZA, Hughes K, Bellis M, Morleo M, Jarman I, Lisboa P. 2009. Blood alcohol levels and drunkenness amongst people visiting nightlife in the North West

External committees:

Horizon 2020 Expert Advisory Group for Societal Challenge 1: Health, Demographic Change and Well-being., European Commission, Chair (10th May 2017 onwards) Co-Chair (1st Jan 2016) Member & Chair of ICT Group (1st Jan 2014), https://ec.europa.eu/research/health/pdf/ag_advice_report_2018-2020.pdf. 2017

Data Mining Technical Committee, IEEE Computational Intelligence Society, Chair/co-chair of Medical Data Analysis Task Force, http://cis.ieee.org/data-mining-tc.html. 2009

Award:

Most Cited Article 2006-2010 Awarded to Lisboa, P.J.G. and Taktak, A.F.K. for the paper entitled "The use of artificial neural networks in decision support in cancer: A systematic review" published in Neural Networks, 19(4): 408-415, 2006., Neural Networks (Elsevier Journal), http://www.elsevier.com/wps/find/journaldescription.cws_home/841/description#description. 2011