Skip to main content
Kent Academic Repository

Browse by Person (creator, editor, contributor, etc.)

Up a level
Export as [feed] Atom [feed] RSS 1.0 [feed] RSS 2.0
Group by: Item Type | Date | No Grouping
Number of items: 22.

Article

Fabris, Fabio and Palmer, Daniel and de Magalhaes, João Pedro and Freitas, Alex A. (2019) Comparing enrichment analysis and machine learning for identifying gene properties that discriminate between gene classes. Briefings in Bioinformatics, . ISSN 1477-4054. (doi:https://doi.org/10.1093/bib/bbz028) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Fabris, Fabio (2018) Meta-Learning for Hierarchical Classification and Applications in Bioinformatics. International Journal of Computer and Information Engineering, 12 (7). ISSN 2010-3921. (Full text available)
[img]
Preview
[img]
Preview

Fabris, Fabio and Freitas, Alex A. (2018) A new approach for interpreting Random Forest models and its application to the biology of ageing. Bioinformatics, . ISSN 1367-4803. (doi:https://doi.org/10.1093/bioinformatics/bty087) (Full text available)
[img]
Preview

Fabris, Fabio and Freitas, Alex A. and de Magalhaes, João Pedro (2017) A Review of Supervised Machine Learning Applied to Ageing Research. Biogerontology, 18 (2). pp. 171-188. ISSN 1389-5729. E-ISSN 1573-6768. (doi:https://doi.org/10.1007/s10522-017-9683-y) (Full text available)
[img]
Preview
[img]
Preview

Rizzi Raymundo, Caroline and Johnson, Colin G. and Fabris, Fabio and Vargas, Patricia A. (2016) A Situation-Aware Fear Learning (SAFEL) Model for Robots. Neurocomputing, 221 . pp. 32-47. ISSN 0925-2312. (doi:https://doi.org/10.1016/j.neucom.2016.09.035) (Full text available)
[img]
Preview

Fabris, Fabio and Freitas, Alex A. (2016) New KEGG pathway-based interpretable features for classifying ageing-related mouse proteins. Bioinformatics, 32 (19). pp. 2988-2995. ISSN 1367-4803. (doi:https://doi.org/10.1093/bioinformatics/btw363) (Full text available)
[img]
Preview

Fabris, Fabio and Freitas, Alex A. and Tullet, Jennifer M.A. (2015) An Extensive Empirical Comparison of Probabilistic Hierarchical Classifiers in Datasets of Ageing-Related Genes. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 13 (6). pp. 1045-1058. ISSN 1545-5963. E-ISSN 1557-9964. (doi:https://doi.org/10.1109/TCBB.2015.2505288) (Full text available)
[img]
Preview

Fabris, Fabio and Krohling, Renato A. (2012) A co-evolutionary differential evolution algorithm for solving min-max optimization problems implemented on GPU using C-CUDA. Expert Systems with Applications, 39 (12). 10324 - 10333. ISSN 0957-4174. (doi:https://doi.org/10.1016/j.eswa.2011.10.015) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Conference or workshop item

Martire, I. and da Silva, P.N. and Plastino, Alexandre and Fabris, Fabio and Freitas, Alex A. (2017) A novel probabilistic Jaccard distance measure for classification of sparse and uncertain data. In: Proceedings of the 5th Symposium on Knowledge Discovery, Mining and Learning (KDMiLe). pp. 81-88. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Fabris, Fabio and Freitas, Alex A. (2015) A novel extended hierarchical dependence network based on non-hierarchical predictive classes and applications to ageing-related data. In: Proceedings of the 2015 IEEE 27th International Conference on Tools with Artificial Intelligence. CPS / IEEE pp. 711-718. ISBN 978-1-4799-7560-0. (doi:https://doi.org/10.1109/ICTAI.2015.53) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Fabris, Fabio and Freitas, Alex A. (2014) Dependency network methods for hierarchical multi-label classification of gene functions. In: Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM). IEEE Service Center pp. 241-248. ISBN 978-1-4799-4519-1. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Venturini, G. and Fabris, Fabio and Ferro, R. M. and Varejao, Flavio M. and Loureiros, A. (2013) Otimização Amostral para Obtenção da Matriz de Perdas Não-Técnicas. In: UNSPECIFIED. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Venturini, G. and Fabris, Fabio and Varejao, Flavio M. and Ferro, R. M. (2012) A Clustering-Based Approach for Estimating Energy Loss from Non-Metered Installations. In: Proceedings of the 4th Asia-Pacific Power and Energy Engineering Conference, 2012. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Wandekokem, Estefhan D. and Mendel, Eduardo and Fabris, Fabio and Valentim, Marcelo and Batista, Rodrigo J. and Varejao, Flavio M. and Rauber, Thomas W. (2011) Diagnosing Multiple Faults in Oil Rig Motor Pumps Using Support Vector Machine Classifier Ensembles. In: Integrated Computer-Aided Engineering. IOS Press, Amsterdam, The Netherlands, The Netherlands pp. 61-74. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Varejao, Flavio M. and Fabris, Fabio and Wandekokem, Estefhan D. (2010) Applying heuristics on the feature selection of fault diagnosis in motor-pumps. In: UNSPECIFIED. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

de Oliveira, Marcelo V. and Wandekokem, Estefhan D. and Mendel, Eduardo and Fabris, Fabio and Varejao, Flavio M. and Rauber, Thomas W. and Batista, Rodrigo J. (2010) A Comparison of Two Feature-Based Ensemble Methods for Constructing Motor Pump Fault Diagnosis Classifiers. In: Proceedings of 22nd IEEE International Conference on Tools with Artificial Intelligence (ICTAI). pp. 417-420. (doi:https://doi.org/10.1109/ICTAI.2010.66) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

de Oliveira, Marcelo V. and Estefhan, D. Wandekokem and Mendel, Eduardo and Fabris, Fabio and Flavio, M. Varejao and Thomas, W. Rauber and Rodrigo, J. Batista (2010) Constructing feature-based ensemble classifiers for real-world machines fault diagnosis. In: IECON 2010 - 36th Annual Conference on IEEE Industrial Electronics Society, 7-10 Nov. 2010, Glendale, AZ. (doi:https://doi.org/10.1109/IECON.2010.5675522) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Wandekokem, Estefhan D. and Mendel, Eduardo and Fabris, Fabio and Rauber, Thomas W. and Batista, Rodrigo J. and Flavio, M. Varejao (2010) Data-driven Fault Diagnosis of Oil Rig Motor Pumps Using a Novel Multiple Classifier System. In: Diagnostics for Electric Machines, Power Electronics and Drives. SDEMPED 2009. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Fabris, Fabio and Margoto, Letícia Rosetti and Varejao, Flavio M. (2009) Novel Approaches for Detecting Frauds in Energy Consumption. In: Third International Conference on Network and System Security, 2009. NSS '09., 19-21 Oct. 2009, Gold Coast, QLD. (doi:https://doi.org/10.1109/NSS.2009.17) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Santos, R. O. and Fabris, Fabio and Coelho, R. S. and Marcondes, C. and Martinello, M. (2008) JoinUs: Management of Mobile Social Networks for Pervasive Collaboration. In: sio Brasileiro de Sistemas Colaborativos, 2008, 27-29 Oct. 2008, Vila Velha, ES. (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Fabris, Fabio and Drago, Idilio and Varejao, Flavio M. (2008) A Multi-measure Nearest Neighbor Algorithm for Time Series Classification. In: Proceedings of the 11th Ibero-American Conference on AI. Lecture Notes in Computer Science, 5290. Springer Berlin Heidelberg pp. 153-162. (doi:https://doi.org/10.1007/978-3-540-88309-8_16) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Thesis

Fabris, Fabio (2017) New Probabilistic Graphical Models and Meta-Learning Approaches for Hierarchical Classification, with Applications in Bioinformatics and Ageing. Doctor of Philosophy (PhD) thesis, University of Kent,. (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided)
[img]
Preview
[img]

This list was generated on Mon Apr 8 10:54:33 2019 BST.