List of works - Fabio Stella

A Classification Based Scoring Function for Continuous Time Bayesian Network Classifiers

scientific article published in 2014

A Software System for Topic Extraction and Document Classification

scientific article published in 2009

An Integrated Forecasting and Regularization Framework for Light Rail Transit Systems

scientific article published in July 2006

An LDA-Based Approach to Scientific Paper Recommendation

scientific article published in 2016

Analyzing user reviews in tourism with topic models

scientific article published on 17 November 2015

Automatic Labeling of Topics

scientific article published in 2009

Bayesian Belief Networks for Data Cleaning

Bayesian Networks for Portfolio Analysis and Optimization

scientific article published in 2012

Classification of dendritic cell phenotypes from gene expression data

scientific article published on 29 August 2011

Conformational and functional analysis of molecular dynamics trajectories by self-organising maps

scientific article published on 14 May 2011

Continuous Time Bayesian Networks for Gene Network Reconstruction: A Comparative Study on Time Course Data

scientific article published in 2014

Continuous time Bayesian network classifiers ⬇️

scientific article published on July 28, 2012

Continuous time Bayesian networks identify Prdm1 as a negative regulator of TH17 cell differentiation in humans

scientific article published on 15 March 2016

Dependency Discovery in Data Quality

scientific article published in 2010

Determining factors in ICT adoption by MSME's in agriculture clusters: An exploratory case study

scientific article published in May 2013

Gene network inference using continuous time Bayesian networks: a comparative study and application to Th17 cell differentiation

scientific article published on 11 December 2014

Hybrid Syntactic-Semantic Reranking for Parsing Results of ECAs Interactions Using CRFs

scientific article published in 2010

Integrating Concepts and Knowledge in Large Content Networks

scientific article published in August 2014

Learning continuous time Bayesian network classifiers

scientific article published in November 2014

On applying machine learning techniques for design pattern detection

scientific article published in May 2015

On-line portfolio selection using stochastic programming

scientific article published in April 2003

Probabilistic Metrics for Soft-Clustering and Topic Model Validation

Some numerical aspects of the training problem for feed-forward neural nets

scientific article published in November 1997

Topic model validation

article

Towards Explaining Latent Factors with Topic Models in Collaborative Recommender Systems

scientific article published in August 2013

List of works by Fabio Stella