Ignacio Ponzoni - Publications, H-index & Citations

Ignacio Ponzoni

UNS-CONICET

19H指数

106论文数

1.2K被引数

收录论文 29

发表时间

A Multidimensional Taxonomy of Generative Artificial Intelligence Approaches for Drug Discovery 用于药物发现的生成式人工智能方法的多维分类体系

Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

IF11.7

2026-07-28

PREAI

Trinidad Crozes; Vir Sabando; Axel J. Soto; Ignacio Ponzoni

A Multimodal Sequence-to-Sequence Model for Automatic Assignment of ATC Codes in Drug Discovery and Repurposing 多模态序列到序列模型用于药物发现和再利用中ATC代码的自动分配

Journal of Chemical Information and Modeling

IF5.3

2026-04-14

OAAI

Trinidad Crozes; Eugenia Ulzurrun; Juan A. Páez; Nuria E. Campillo; Axel J. Soto; Ignacio Ponzoni

From prediction to understanding: A review of XAI applications and innovations in materials science 从预测到理解：材料科学中XAI应用与创新综述

Computational Materials Science

IF3.3

2026-02-12

PREAI

Fiorella Cravero; Ignacio Ponzoni; Mónica F. Diaz; Gustavo E. Vazquez

Can we gain insight about the ductile behavior of materials by using polymer informatics?

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2024-01-01

PREAI

Cravero, Fiorella; Ponzoni, Ignacio; Diaz, Monica F.

Explainable artificial intelligence: A taxonomy and guidelines for its application to drug discovery 可解释的人工智能: 分类法及其在药物发现中的应用指南

WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE

IF27

2023-07-26

PREAI

Ponzoni, Ignacio; Prosper, Juan Antonio Paez; Campillo, Nuria E.

Multitask Deep Neural Networks for Ames Mutagenicity Prediction

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2022-09-06

OAAI

Jimena Martinez, Maria; Virginia Sabando, Maria; Soto, Axel J.; Roca, Carlos; Requena-Triguero, Carlos; Campillo, Nuria E.; Paez, Juan A.; Ponzoni, Ignacio

Could QSOR Modelling and Machine Learning Techniques Be Useful to Predict Wine Aroma?QSOR建模和机器学习技术对预测葡萄酒香气有用吗？

FOOD AND BIOPROCESS TECHNOLOGY

IF5.8

2022-07-02

PREAI

Cardoso Schwindt, Virginia; Coletto, Mauricio M.; Diaz, Monica F.; Ponzoni, Ignacio

Polymer informatics for QSPR prediction of tensile mechanical properties. Case study: Strength at break

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2022-05-25

PREAI

Cravero, Fiorella; Diaz, Monica F.; Ponzoni, Ignacio

Using molecular embeddings in QSAR modeling: does it make a difference?

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-09-08

OAAI

Sabando, Maria Virginia; Ponzoni, Ignacio; Milios, Evangelos E.; Soto, Axel J.

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

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2021-06-01

PREAI

Schustik, Santiago A.; Cravero, Fiorella; Ponzoni, Ignacio; Diaz, Monica F.

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

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2019-12-02

OAAI

Cravero, Fiorella; Schustik, Santiago A.; Jimena Martinez, M.; Vazquez, Gustavo E.; Diaz, Monica F.; Ponzoni, Ignacio

Neural-based approaches to overcome feature selection and applicability domain in drug-related property prediction 基于神经的方法克服药物相关属性预测中的特征选择和适用性域

APPLIED SOFT COMPUTING

IF6.6

2019-12-01

OAAI

Virginia Sabando, Maria; Ponzoni, Ignacio; Soto, Axel J.

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

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2019-10-01

PREAI

Cravero, Fiorella; Jimena Martinez, M.; Ponzoni, Ignacio; Diaz, Monica F.

Development and use of a Cytoscape app for GRNCOP2

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2019-08-01

PREAI

Diaz-Montana, Juan J.; Diaz-Diaz, Norberto; Barranco, Carlos D.; 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

IF3.8

2019-08-01

OAAI

Cravero, Fiorella; Schustik, Santiago A.; Jimena Martinez, Maria; Barranco, Carlos D.; Diaz, Monica F.; Ponzoni, Ignacio

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

SCIENTIFIC REPORTS

IF3.9

2019-06-24

OAAI

Ponzoni, Ignacio; Sebastian-Perez, Victor; Martinez, Maria J.; Roca, Carlos; De la Cruz Perez, Carlos; Cravero, Fiorella; Vazquez, Gustavo E.; Paez, Juan A.; Diaz, Monica F.; Campillo, Nuria E.

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

SCIENTIFIC REPORTS

IF3.9

2017-05-25

OAAI

Ponzoni, Ignacio; Sebastian-Perez, Victor; Requena-Triguero, Carlos; Roca, Carlos; Martinez, Maria J.; Cravero, Fiorella; Diaz, Monica F.; Paez, Juan A.; Gomez Arrayas, Ramon; Adrio, Javier; Campillo, Nuria E.

Discretization of gene expression data revised 基因表达数据离散化的修订

BRIEFINGS IN BIOINFORMATICS

IF7.7

2015-09-22

OAAI

Gallo, Cristian A.; Cecchini, Rocio L.; Carballido, Jessica A.; Micheletto, Sandra; Ponzoni, Ignacio

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

JOURNAL OF CHEMINFORMATICS

IF5.7

2015-08-19

OAAI

Jimena Martinez, Maria; Ponzoni, Ignacio; Diaz, Monica F.; Vazquez, Gustavo E.; Soto, Axel J.