List of works - Maurizio Filippone

A comparative evaluation of outlier detection algorithms: Experiments and analyses

scientific article published in February 2018

A survey of kernel and spectral methods for clustering

Aggregation Algorithm Towards Large-Scale Boolean Network Analysis ⬇️

Applying the Possibilistic c-Means Algorithm in Kernel-Induced Spaces

Approximate parameter inference in systems biology using gradient matching: a comparative evaluation

scientific article published on 15 July 2016

Automated, high accuracy classification of Parkinsonian disorders: a pattern recognition approach

scientific article

Decoding post-stroke motor function from structural brain imaging

scientific article published on 02 August 2016

Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification ⬇️

Inference in a Partial Differential Equations Model of Pulmonary Arterial and Venous Blood Circulation Using Statistical Emulation

article published in 2017

MCMC for Variationally Sparse Gaussian Processes ⬇️

Probabilistic disease progression modeling to characterize diagnostic uncertainty: Application to staging and prediction in Alzheimer's disease

scientific article published on 24 October 2017

Pseudo-Extended Markov chain Monte Carlo ⬇️

Pseudo-Marginal Bayesian Inference for Gaussian Processes

scientific article published on November 2014

Simulated annealing for supervised gene selection

article

Soft Rank Clustering

Soft ranking in clustering

Stability and Performances in Biclustering Algorithms

scholarly article by Maurizio Filippone et al published 2009 in Lecture Notes in Computer Science

Statistical inference in mechanistic models: time warping for improved gradient matching.

scientific article published on 9 August 2017

Unsupervised Gene Selection and Clustering Using Simulated Annealing