List of works - Ignacio Ponzoni

A Bioinformatics Approach for Detecting Repetitive Nested Motifs using Pattern Matching.

scientific article published on 30 October 2016

Crosstalk pathway inference using topological information and biclustering of gene expression data.

scientific article

Discovering time-lagged rules from microarray data using gene profile classifiers ⬇️

scientific article

Discretization of gene expression data revised

scientific article

Feature Learning applied to the Estimation of Tensile Strength at Break in Polymeric Material Design.

scientific article published on 27 November 2016

Feature Selection for Polymer Informatics: Evaluating Scalability and Robustness of the FS4RVDD Algorithm Using Synthetic Polydisperse Data Sets

scientific article published on 18 December 2019

GeRNet: A Gene Regulatory Network Tool.

scientific article published on 28 August 2017

Hybridizing Feature Selection and Feature Learning Approaches in QSAR Modeling for Drug Discovery.

scientific article published on 25 May 2017

Inferring adaptive regulation thresholds and association rules from gene expression data through combinatorial optimization learning.

scientific article

MoDeSuS: A Machine Learning Tool for Selection of Molecular Descriptors in QSAR Studies Applied to Molecular Informatics

scientific article published on 17 February 2019

On control of singleton attractors in multiple Boolean networks: integer programming-based method

scientific article

Pathway network inference from gene expression data

scientific article

QSAR Classification Models for Predicting the Activity of Inhibitors of Beta-Secretase (BACE1) Associated with Alzheimer's Disease

scientific article published on 24 June 2019

QSAR Modelling to Identify LRRK2 Inhibitors for Parkinson's Disease

scientific article published on 14 February 2019

QSPR models for predicting log P(liver) values for volatile organic compounds combining statistical methods and domain knowledge.

scientific article published on 17 December 2012

Target-Driven Subspace Mapping Methods and Their Applicability Domain Estimation

scientific article published on 03 August 2011

Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods

scientific article (publication date: 2015)

List of works by Ignacio Ponzoni

A Bioinformatics Approach for Detecting Repetitive Nested Motifs using Pattern Matching.

Crosstalk pathway inference using topological information and biclustering of gene expression data.

Discovering time-lagged rules from microarray data using gene profile classifiers ⬇️

Discretization of gene expression data revised

Feature Learning applied to the Estimation of Tensile Strength at Break in Polymeric Material Design.

Feature Selection for Polymer Informatics: Evaluating Scalability and Robustness of the FS4RVDD Algorithm Using Synthetic Polydisperse Data Sets

GeRNet: A Gene Regulatory Network Tool.

Hybridizing Feature Selection and Feature Learning Approaches in QSAR Modeling for Drug Discovery.

Inferring adaptive regulation thresholds and association rules from gene expression data through combinatorial optimization learning.

MoDeSuS: A Machine Learning Tool for Selection of Molecular Descriptors in QSAR Studies Applied to Molecular Informatics

On control of singleton attractors in multiple Boolean networks: integer programming-based method

Pathway network inference from gene expression data

QSAR Classification Models for Predicting the Activity of Inhibitors of Beta-Secretase (BACE1) Associated with Alzheimer's Disease

QSAR Modelling to Identify LRRK2 Inhibitors for Parkinson's Disease

QSPR models for predicting log P(liver) values for volatile organic compounds combining statistical methods and domain knowledge.

Target-Driven Subspace Mapping Methods and Their Applicability Domain Estimation

Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods