Novel methods to elucidate core classes in multi-dimensional biomedical data

by Soria, Daniele
Published 2010

A novel framework to elucidate core classes in a dataset

by Soria, Daniele, Garibaldi, Jonathan M.
Published 2010

Validation of a quantifier-based fuzzy classification system for breast cancer patients on external independent cohorts

by Soria, Daniele, Garibaldi, Jonathan M.
Published 2016

Cancer subtype identification pipeline: a classifusion approach

by Agrawal, Utkarsh, Soria, Daniele, Wagner, Christian
Published 2016

Consensus clustering and fuzzy classification for breast cancer prognosis

by Garibaldi, Jonathan M., Soria, Daniele, Rasmani, Khairul A.
Published 2010

A "non-parametric" version of the naive Bayes classifier

by Soria, Daniele, Garibaldi, Jonathan M., Ambrogi, Federico, Biganzoli, Elia M., Ellis, Ian O.
Published 2011

A comparison of three different methods for classification of breast cancer data

by Soria, Daniele, Garibaldi, Jonathan M., Biganzoli, Elia M., Ellis, Ian O.
Published 2008

Cancer profiles by Affinity Propagation

by Soria, Daniele, Garibaldi, Jonathan M., Ambrogi, Federico, Boracchi, Patrizia, Raimondi, E., Biganzoli, Elia M.
Published 2009

Cancer profiles by affinity propagation

by Ambrogi, Federico, Raimondi, Elena, Soria, Daniele, Boracchi, Patrizia, Biganzoli, Elia M.
Published 2008

Clustering breast cancer data by consensus of different validity indices

by Soria, Daniele, Garibaldi, Jonathan M., Ambrogi, Federico, Lisboa, Paulo J.G., Boracchi, Patrizia, Biganzoli, Elia M.
Published 2008

A methodology for automatic classification of breast cancer immunohistochemical data using semi-supervised fuzzy c-means

by Lai, Daphne Teck Ching, Garibaldi, Jonathan M., Soria, Daniele, Roadknight, Christopher M.
Published 2014

Comparison of fuzzy integral-fuzzy measure based ensemble algorithms with the state-of-the-art ensemble algorithms

by Agrawal, Utkarsh, Pinar, Anthony J., Wagner, Christian, Havens, Timothy C., Soria, Daniele, Garibaldi, Jonathan M.
Published 2018

Biomarker clustering of colorectal cancer data to complement clinical classification

by Roadknight, Chris, Aickelin, Uwe, Ladas, Alex, Soria, Daniele, Scholefield, John, Durrant, Lindy
Published 2012

Comparing data-mining algorithms developed for longitudinal observational databases

by Reps, Jenna, Garibaldi, Jonathan M., Aickelin, Uwe, Soria, Daniele, Gibson, Jack E., Hubbard, Richard B.
Published 2012

Discovering sequential patterns in a UK general practice database

by Reps, Jenna, Garibaldi, Jonathan M., Aickelin, Uwe, Soria, Daniele, Gibson, Jack E., Hubbard, Richard B.
Published 2012

Attributes for causal inference in electronic healthcare databases

by Reps, Jenna, Garibaldi, Jonathan M., Aickelin, Uwe, Soria, Daniele, Gibson, Jack E., Hubbard, Richard B.
Published 2013

Comparison of algorithms that detect drug side effects using electronic healthcare databases

by Reps, Jenna M., Garibaldi, Jonathan M., Aickelin, Uwe, Soria, Daniele, Gibson, Jack E., Hubbard, Richard B.
Published 2013

A novel semi-supervised algorithm for rare prescription side effect discovery

by Reps, Jenna M., Garibaldi, Jonathan M., Aickelin, Uwe, Soria, Daniele, Gibson, Jack E., Hubbard, Richard B.
Published 2014

Signalling paediatric side effects using an ensemble of simple study designs

by Reps, Jenna M., Garibaldi, Jonathan M., Aickelin, Uwe, Soria, Daniele, Gibson, Jack E., Hubbard, Richard B.
Published 2014

Interpretability indices for hierarchical fuzzy systems

by Razak, T.R., Garibaldi, Jonathan M., Wagner, Christian, Pourabdollah, Amir, Soria, Daniele
Published 2017