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CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS; Año: 2024 vol. 244

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MARTÍNEZ, MARÍA JIMENA; NAVEIRO, ROI; SOTO, AXEL J.; TALAVANTE, PABLO; KIM LEE, SHIN-HO; GÓMEZ ARRAYAS, RAMÓN; FRANCO, MARIO; MAULEÓN, PABLO; LOZANO ORDÓÑEZ, HÉCTOR; REVILLA LÓPEZ, GUILLERMO; BERNABEI, MARCO; CAMPILLO, NURIA E.; PONZONI, IGNACIO

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Polymers; Lugar: Basilea; Año: 2023 vol. 15

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Explainable artificial intelligence: A taxonomy and guidelines for its application to drug discovery

WIREs Computational Molecular Science; Lugar: Hoboken, Nueva Jersey; Año: 2023

PETRINI, IVÁN; CECCHINI, ROCÍO L.; MASCARÓ, MARILINA; PONZONI, IGNACIO; CARBALLIDO, JESSICA A.

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JOURNAL OF CHEMICAL PHYSICS; Año: 2022 vol. 156

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BRIEFINGS IN BIOINFORMATICS; Año: 2022 vol. 23

CRAVERO, FIORELLA; SCHUSTIK, SANTIAGO A.; MARTINEZ, MARÍA JIMENA; DIAZ, MÓNICA FÁTIMA; PONZONI, IGNACIO

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Science and Technology of Advanced Materials: Methods; Lugar: Londres; Año: 2022 vol. 2 p. 1 - 13

CARBALLIDO, JESSICA A.; PONZONI IGNACIO; CECCHINI, ROCÍO L.

Filtering non-balanced data using an evolutionary approach

LOGIC JOURNAL OF THE IGPL (PRINT); Lugar: Oxford; Año: 2022

MARTÍNEZ, MARÍA JIMENA; SABANDO, MARÍA VIRGINIA; SOTO, AXEL J.; ROCA, CARLOS; REQUENA-TRIGUERO, CARLOS; CAMPILLO, NURIA E.; PÁEZ, JUAN A.; PONZONI, IGNACIO

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JOURNAL OF CHEMICAL INFORMATION AND MODELING; Lugar: Washington; Año: 2022 vol. 62 p. 6342 - 6351

SCHUSTIK, SANTIAGO A.; CRAVERO, FIORELLA; MARTÍNEZ, M. JIMENA; PONZONI, IGNACIO; DÍAZ, MÓNICA F.

PolyMaS: A new software to generate high molecular weight polymer macromolecules from repeating structural units PolyMaS: Nowe oprogramowanie do generowania makrocząsteczek polimerów o dużej masie cząsteczkowej z powtarzalnych jednostek strukturalnych

POLIMERY; Lugar: Varsovia; Año: 2021 vol. 66 p. 293 - 297

SABANDO, MARIA VIRGINIA; ULBRICH, PAVOL; SELZER, MATIAS; BYSKA, JAN; MICAN, JAN; PONZONI, IGNACIO; SOTO, AXEL J.; GANUZA, MARIA LUJAN; KOZLIKOVA, BARBORA

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IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS; Año: 2021 vol. 27 p. 891 - 901

SCHUSTIK, SANTIAGO A.; CRAVERO, FIORELLA; PONZONI, IGNACIO; DÍAZ, MÓNICA F.

Polymer informatics: Expert-in-the-loop in QSPR modeling of refractive index

COMPUTATIONAL MATERIAL SCIENCE; Lugar: Amsterdam; Año: 2021 vol. 194

CRAVERO, FIORELLA; SCHUSTIK, SANTIAGO A.; MARTÍNEZ, M. JIMENA; VÁZQUEZ, GUSTAVO E.; DÍAZ, MÓNICA F.; PONZONI, IGNACIO

Feature Selection for Polymer Informatics: Evaluating Scalability and Robustness of the FS4RV DD Algorithm Using Synthetic Polydisperse Data Sets

JOURNAL OF CHEMICAL INFORMATION AND MODELING; Lugar: Washington; Año: 2020 vol. 60 p. 592 - 603

PONZONI, IGNACIO; SEBASTIÁN-PÉREZ, VÍCTOR; MARTÍNEZ, MARÍA J.; ROCA, CARLOS; DE LA CRUZ PÉREZ, CARLOS; CRAVERO, FIORELLA; VAZQUEZ, GUSTAVO E.; PÁEZ, JUAN A.; DÍAZ, MÓNICA F.; CAMPILLO, NURIA E.

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

Scientific Reports; Lugar: Londres; Año: 2019 vol. 9

DÍAZ-MONTAÑA, JUAN J.; DÍAZ-DÍAZ, NORBERTO; BARRANCO, CARLOS D.; PONZONI, IGNACIO

Development and use of a Cytoscape app for GRNCOP2

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE; Año: 2019 vol. 177 p. 211 - 218

CRAVERO, FIORELLA; SCHUSTIK, SANTIAGO A.; MARTÍNEZ, MARÍA JIMENA; BARRANCO, CARLOS D.; DÍAZ, MÓNICA F.; PONZONI, IGNACIO

Computer-aided design of polymeric materials: Computational study for characterization of databases for prediction of mechanical properties under polydispersity

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS; Año: 2019 vol. 191 p. 65 - 72

MARTINEZ, MARIA JIMENA; RAZUC, MARINA; PONZONI, IGNACIO

MoDeSuS: A machine learning tool for selection of molecular descriptors in qsar studies applied to molecular informatics

BioMed Research International; Lugar: Nueva York; Año: 2019 vol. 2019

SEBASTIÁN-PÉREZ, VÍCTOR; MARTÍNEZ, MARÍA JIMENA; GIL, CARMEN; CAMPILLO, NURIA EUGENIA; MARTÍNEZ, ANA; PONZONI, IGNACIO

QSAR Modelling to Identify LRRK2 Inhibitors for Parkinson's Disease

Journal of integrative bioinformatics; Lugar: Nueva York; Año: 2019 vol. 16

CRAVERO, FIORELLA; MARTÍNEZ, M. JIMENA; PONZONI, IGNACIO; DÍAZ, MÓNICA F.

Computational modelling of mechanical properties for new polymeric materials with high molecular weight

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS; Año: 2019 vol. 193

SABANDO, MARÍA VIRGINIA; PONZONI, IGNACIO; SOTO, AXEL J.

Neural-based approaches to overcome feature selection and applicability domain in drug-related property prediction

APPLIED SOFT COMPUTING; Año: 2019 vol. 85

CECCHINI, ROCÍO L.; LORENZETTI, CARLOS M.; MAGUITMAN, ANA G.; PONZONI, IGNACIO

Topic relevance and diversity in information retrieval from large datasets: A multi-objective evolutionary algorithm approach

APPLIED SOFT COMPUTING; Año: 2018 vol. 68 p. 749 - 770

CARBALLIDO, JESSICA A.; LATINI, MACARENA A.; PONZONI, IGNACIO; CECCHINI, ROCÍO L.

An Evolutionary Algorithm for Automatic Recommendation of Clustering Methods and its Parameters

Electronic Notes in Discrete Mathematics; Lugar: Amsterdam; Año: 2018 vol. 69 p. 229 - 236

MARTÍNEZ, MARÍA JIMENA; DUSSAUT, JULIETA SOL; PONZONI, IGNACIO

Biclustering as Strategy for Improving Feature Selection in Consensus QSAR Modeling

Electronic Notes in Discrete Mathematics; Lugar: Amsterdam; Año: 2018 vol. 69 p. 117 - 124

DUSSAUT, JULIETA S.; CECCHINI, ROCÍO L.; GALLO, CRISTIAN A.; PONZONI, IGNACIO; CARBALLIDO, JESSICA A.

A Review of Software Tools for Pathway Crosstalk Inference

CURRENT BIOINFORMATICS; Lugar: Oak Park; Año: 2018 vol. 13 p. 64 - 72

PONZONI, IGNACIO; SEBASTIÁN-PÉREZ, VÍCTOR; REQUENA-TRIGUERO, CARLOS; ROCA, CARLOS; MARTÍNEZ, MARÍA J.; CRAVERO, FIORELLA; DÍAZ, MÓNICA F.; PÁEZ, JUAN A.; GÓMEZ ARRAYÁS, RAMÓN; ADRIO, JAVIER; CAMPILLO, NURIA E.

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

Scientific Reports; Lugar: Londres; Año: 2017 vol. 7

DUSSAUT, J.S.; GALLO, C.A.; CRAVERO, F.; MARTÍNEZ, M.J.; CARBALLIDO, J.A.; PONZONI, I.

GeRNet: A Gene Regulatory Network Tool

BIOSYSTEMS; Año: 2017 vol. 162 p. 1 - 11

DUSSAUT, JULIETA SOL; GALLO, CRISTIAN A.; CECCHINI, ROCÍO L.; CARBALLIDO, JESSICA A.; PONZONI, IGNACIO

Crosstalk Pathway Inference using Topological Information and Biclustering of Gene Expression Data

BIOSYSTEMS; Lugar: Amsterdam; Año: 2016 vol. 150 p. 1 - 12

CRAVERO, FIORELLA; MARTINEZ, MARÍA JIMENA; VAZQUEZ, GUSTAVO E.; DIAZ, MÓNICA F.; PONZONI, IGNACIO

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

Journal of Integrative Bioinformatics; Lugar: Berlin; Año: 2016 vol. 13

GALLO, CRISTIAN A.; CECCHINI, ROCÍO L.; CARBALLIDO, JESSICA A.; MICHELETTO, SANDRA; PONZONI, IGNACIO

Discretization of gene expression data revised

BRIEFINGS IN BIOINFORMATICS; Lugar: Oxford; Año: 2016 vol. 17 p. 758 - 770

ROMERO, JOSÉ; CARBALLIDO, JESSICA A.; GARBUS, INGRID; ECHENIQUE, VIVIANA C.; PONZONI, IGNACIO

A Bioinformatics Approach for Detecting Repetitive Nested Motifs using Pattern Matching

EVOLUTIONARY BIOINFORMATICS; Lugar: Londres; Año: 2016 vol. 12 p. 247 - 251

MARTINEZ, MARÍA JIMENA; PONZONI, IGNACIO; DIAZ, MÓNICA F.; VAZQUEZ, GUSTAVO E.; SOTO, AXEL J.

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

Journal of Cheminformatics; Lugar: Londres; Año: 2015 vol. 7 p. 1 - 17

CARBALLIDO, JESSICA A.; GALLO, CRISTIAN A.; DUSSAUT, JULIETA S.; PONZONI, IGNACIO

On Evolutionary Algorithms for Biclustering of Gene Expression Data

CURRENT BIOINFORMATICS; Lugar: Oak Park; Año: 2015 vol. 10 p. 259 - 267

PONZONI, IGNACIO; NUEDA, MARÍA JOSÉ; TARAZONA, SONIA; GOTZ, STEFAN; MONTANER, DAVID; DUSSAUT, JULIETA SOL; DOPAZO, JOAQUIN; CONESA, ANA

Pathway network inference from gene expression data

BMC SYSTEMS BIOLOGY; Lugar: Londres; Año: 2014 vol. 8 p. 1 - 17

ROMERO, JOSÉ; RONCALLO, PABLO F.; AKKIRAJU, PAVAN C. ; PONZONI, IGNACIO; ECHENIQUE, VIVIANA C.; CARBALLIDO, JESSICA A.

Using classification algorithms for predicting durum wheat yield in the province of Buenos Aires

COMPUTERS AND ELETRONICS IN AGRICULTURE; Lugar: Amsterdam; Año: 2013 vol. 96 p. 173 - 179

CECCHINI, ROCÍO L.; PONZONI, IGNACIO; CARBALLIDO, JESSICA A.

Multi-objective evolutionary approaches for intelligent design of sensor networks 3 in the petrochemical industry

EXPERT SYSTEMS WITH APPLICATIONS; Lugar: Amsterdam; Año: 2012 vol. 39 p. 2643 - 2649

PALOMBA, DAMIÁN; MARTINEZ, MARÍA JIMENA; PONZONI, IGNACIO; DIAZ, MÓNICA F.; VAZQUEZ, GUSTAVO E.; SOTO, AXEL J.

QSPR Models for Predicting Log Pliver Values for Volatile Organic Compounds Combining Statistical Methods and Domain Knowledge

MOLECULES; Lugar: Basel; Año: 2012 vol. 17 p. 14937 - 14953

GALLO, CRISTIAN A.; CARBALLIDO, JESSICA A.; PONZONI, IGNACIO

Discovering Time-Lagged Rules from Microarray Data using Gene Profile Classifiers

BMC BIOINFORMATICS; Lugar: Londres; Año: 2011 vol. 12 p. 1 - 21

SOTO, AXEL J.; VAZQUEZ, GUSTAVO; STRICKERT, MARC; PONZONI, IGNACIO

Target-Driven Subspace Mapping Methods and Their Applicability Domain Estimation

MOLECULAR INFORMATICS; Lugar: Malden, Massachusetts; Año: 2011 vol. 30 p. 779 - 789

GALLO, CRISTIAN A.; DUSSAUT, JULIETA S.; CARBALLIDO, JESSICA A.; PONZONI, IGNACIO

BAT: A new Biclustering Analysis Toolbox

LECTURE NOTES IN COMPUTER SCIENCE; Lugar: Berlín, Alemania; Año: 2010 vol. 6268 p. 67 - 71

OLIVERA, ANA C.; CARBALLIDO, JESSICA A.; FRUTOS, MARIANO; PONZONI, IGNACIO; BRIGNOLE, NÉLIDA B.

Bus Network Scheduling Problem: Memetic Multi-objective Evolutionary Approaches based on the PISA platform

LECTURE NOTES IN COMPUTER SCIENCE; Lugar: Berlín, Alemania; Año: 2009 vol. 5517 p. 1272 - 1279

CARBALLIDO, JESSICA A.; PONZONI, IGNACIO; BRIGNOLE, NÉLIDA B.

SID-GA: An evolutionary approach for improving observability and redundancy analysis in structural instrumentation design

COMPUTERS & INDUSTRIAL ENGINEERING; Lugar: Amsterdam; Año: 2009 vol. 56 p. 1419 - 1428

SOTO, AXEL J.; PONZONI, IGNACIO; VAZQUEZ, GUSTAVO E.

Segregating Confident Predictions of Chemicals' Properties for Virtual Screening of Drugs

LECTURE NOTES IN COMPUTER SCIENCE; Lugar: Berlín, Alemania; Año: 2009 vol. 5518 p. 1005 - 1012

GALLO, CRISTIAN A.; CARBALLIDO, JESSICA A.; PONZONI IGNACIO

Microarray Biclustering: A Novel Memetic Approach Based on the PISA Platform

LECTURE NOTES IN COMPUTER SCIENCE; Lugar: Berlín, Alemania; Año: 2009 vol. 5483 p. 44 - 55

DOMANCICH, ALEJANDRO O.; DURANTE, MARCELO; FERRARO, SEBASTIÁN; HOCH, PATRICIA; BRIGNOLE, NÉLIDA B.; PONZONI IGNACIO

How To Improve the Model Partitioning in a DSS for Instrumentation Design

INDUSTRIAL & ENGINEERING CHEMICAL RESEARCH; Lugar: Washington, Estados Unidos; Año: 2009 vol. 48 p. 3513 - 3525

GALLO, CRISTIAN A.; CARBALLIDO, JESSICA A.; PONZONI, IGNACIO

BiHEA: A Hybrid Evolutionary Approach for Microarray Biclustering

LECTURE NOTES IN COMPUTER SCIENCE; Lugar: Berlín, Alemania; Año: 2009 vol. 5676 p. 36 - 47

SOTO, AXEL J.; CECCHINI, ROCÍO L.; VAZQUEZ, GUSTAVO E.; PONZONI, IGNACIO

Multi-Objective Feature Selection in QSAR Using a Machine Learning Approach

MOLECULAR INFORMATICS; Lugar: Weinheim, Germany; Año: 2009 vol. 28 p. 1509 - 1523

PONZONI, IGNACIO; SOTO, AXEL J.; VAZQUEZ, GUSTAVO E.

Diagramas de Ciclos de Actividades y su uso en la Simulacion de Sistemas de Eventos Discretos

REVISTA DE LA ESCUELA DE PERFECCIONAMIENTO EN INVESTIGACION OPERATIVA; Lugar: Tandil, Argentina; Año: 2008 vol. 29 p. 145 - 160

SOTO, AXEL J.; CECCHINI, ROCÍO L.; VAZQUEZ, GUSTAVO E.; PONZONI, IGNACIO

An Evolutionary Approach for Feature Selection applied to ADMET Prediction

INTELIGENCIA ARTIFICIAL. IBERO-AMERICAN JOURNAL OF ARTIFICIAL INTELLIGENCE; Lugar: Valencia (España); Año: 2008 vol. 12 p. 55 - 63

SOTO, AXEL J.; CECCHINI, ROCÍO L.; VAZQUEZ, GUSTAVO E.; PONZONI, IGNACIO

A Wrapper-Based Feature Selection Method for ADMET Prediction Using Evolutionary Computing

LECTURE NOTES IN COMPUTER SCIENCE; Lugar: Berlin Heidelberg; Año: 2008 vol. 4973 p. 188 - 199

CARBALLIDO, JESSICA A.; PONZONI, IGNACIO

On Artificial Gene Regulatory Networks

SADIO Electronic Journal of Informatic and Operation Research; Lugar: Buenos Aires; Año: 2008 vol. 8 p. 25 - 34

CARBALLIDO, JESSICA A.; PONZONI, IGNACIO; BRIGNOLE, NÉLIDA B.

CGD-GA: A graph-based genetic algorithm for sensor network design

INFORMATION SCIENCES; Lugar: Amsterdam, Holanda; Año: 2007 vol. 177 p. 5091 - 5102

PONZONI, IGNACIO; AZUAJE, FRANCISCO J.; AUGUSTO, JUAN C.; GLASS, DAVID H.

Inferring association rules between genes using a combinatorial optimization learning process and adaptive regulation thresholds

IEEE ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS; Lugar: Los Alamitos, CA (USA); Año: 2007 vol. 4 p. 624 - 633

ASTEASUAIN, FERNANDO; CARBALLIDO, JESSICA; VAZQUEZ, GUSTAVO; PONZONI, IGNACIO

Using Computational Intelligence and Parallelism to solve an Industrial Design Problem

LECTURE NOTES IN COMPUTER SCIENCE; Lugar: Berlin Heidelberg; Año: 2006 vol. 4140 p. 188 - 197

CARBALLIDO, JESSICA A.; PONZONI, IGNACIO; BRIGNOLE, NÉLIDA B.

A Novel Application of Evolutionary Computing in Process Systems Engineering

LECTURE NOTES IN COMPUTER SCIENCE; Lugar: Berlin Heidelberg (Alemania); Año: 2005 vol. 3448 p. 12 - 22

SAFE, MARTÍN; CARBALLIDO, JESSICA A.; PONZONI, IGNACIO; BRIGNOLE, NÉLIDA B.

On Stopping Criteria for Genetic Algorithms

LECTURE NOTES IN COMPUTER SCIENCE; Lugar: Berlin Heidelberg (Alemania); Año: 2004 vol. 3171 p. 405 - 413

CARBALLIDO, JESSICA A.; PONZONI, IGNACIO; BRIGNOLE, NÉLIDA B.

Initial Sensor Network Design with a Multi-Objective Genetic Algorithm

SADIO Electronic Journal of Informatic and Operation Research; Lugar: Buenos Aires (Argentina); Año: 2004 vol. 6 p. 33 - 41

BARALDI, WALDEMAR; SCARPA, DIEGO O.; PONZONI, IGNACIO; ARDENGHI, JORGE R.

Activation and Termination Detection on Distributed Systems

Journal of Computer Science & Technology; Lugar: New Mexico, Albuquerque (Estados Unidos); Año: 2004 vol. 4 p. 22 - 37

CARBALLIDO, JESSICA A.; PONZONI, IGNACIO; BRIGNOLE, NÉLIDA B.

Hybridization of Evolutionary Techniques for the TSP with a Genotypic Termination Criterion

WSEAS Transaction on Information Science and Applications; Lugar: Atenas (Grecia); Año: 2004 vol. 1 p. 67 - 72

PONZONI, IGNACIO; SÁNCHEZ, MABEL C.; BRIGNOLE, NÉLIDA B.

Direct Method for Structural Observability Analysis

INDUSTRIAL & ENGINEERING CHEMICAL RESEARCH; Lugar: Austin, Texas (Estados Unidos); Año: 2004 vol. 43 p. 577 - 588

VAZQUEZ, GUSTAVO E.; FERRARO, SEBASTIÁN; CARBALLIDO, JESSICA A.; PONZONI, IGNACIO; SÁNCHEZ, MABEL C.; BRIGNOLE, NÉLIDA B.

The Software Arquitecture of a Decision Support System for Process Plant Instrumentation

WSEAS Transactions on Computers; Lugar: Atenas (Grecia); Año: 2003 vol. 2 p. 1074 - 1079

FERRARO, SEBASTIÁN; PONZONI, IGNACIO; SÁNCHEZ, MABEL C.; BRIGNOLE, NÉLIDA B.

A Symbolic Derivation Approach for Redundancy Analysis

INDUSTRIAL & ENGINEERING CHEMICAL RESEARCH; Lugar: Austin, Texas (Estados Unidos); Año: 2002 vol. 41 p. 5692 - 5701

PONZONI, IGNACIO; VAZQUEZ, GUSTAVO E.; SÁNCHEZ, MABEL C.; BRIGNOLE, NÉLIDA B.

Parallel observability analysis on networks of workstations

COMPUTERS AND CHEMICAL ENGINEERING; Lugar: Amsterdam (Holanda); Año: 2001 vol. 25 p. 997 - 1002

VAZQUEZ, GUSTAVO E.; PONZONI, IGNACIO; SÁNCHEZ, MABEL C.; BRIGNOLE, NÉLIDA B.

ModGen: A Model Generator for Instrumentation Analysis

ADVANCES IN ENGINEERING SOFTWARE; Lugar: Edimbrugo, Escocia (Reino Unido); Año: 2000 vol. 32 p. 37 - 48

PONZONI, IGNACIO; SÁNCHEZ, MABEL C.; BRIGNOLE, NÉLIDA B.

A New Structural Algorithm for Observability Classification

INDUSTRIAL & ENGINEERING CHEMICAL RESEARCH; Lugar: Austin, Texas (Estados Unidos); Año: 1999 vol. 38 p. 3027 - 3035

PONZONI, IGNACIO; SÁNCHEZ, MABEL C.; BRIGNOLE, NÉLIDA B.

Permutation of Sparse Matrices to a specific lower BTF using Graph Decompositions

SADIO Electronic Journal of Informatic and Operation Research; Lugar: Buenos Aires (Argentina); Año: 1998 vol. 1 p. 76 - 87

PONZONI, IGNACIO; SÁNCHEZ, MABEL C.; BRIGNOLE, NÉLIDA B.

CDHG: A New Partitioning Algorithm based on the Detection of Cycles in Hypergraphs

LATIN AMERICAN APPLIED RESEARCH; Lugar: Bahía Blanca, Argentina; Año: 1998 vol. 28 p. 31 - 36