Axel J. Soto

According to our database, Axel J. Soto authored at least 39 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Can Pharmacovigilance Be Performed on Social Media? Mining Adverse Vaccine Reactions From Twitter.

María Jimena Martínez, Silvia N. Schiaffino, Daniela Godoy, Ignacio Ponzoni, Axel J. Soto

Proceedings of the L Latin American Computer Conference, 2024

2023

QuOTeS: Query-Oriented Technical Summarization.

Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Axel J. Soto, Flavia P. Zanoto, Evangelos E. Milios

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

2022

Multitask Deep Neural Networks for Ames Mutagenicity Prediction.

María Jimena Martínez, María Virginia Sabando, Axel J. Soto, Carlos Roca, Carlos Requena-Triguero, Nuria E. Campillo, Juan A. Páez, Ignacio Ponzoni

J. Chem. Inf. Model., 2022

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

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

Briefings Bioinform., 2022

Topic Modelling and Frame Identification for Political Arguments.

Shohreh Haddadan, Elena Cabrio, Axel J. Soto, Serena Villata

Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models.

Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Evangelos E. Milios, Axel J. Soto

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

ChemVA: Interactive Visual Analysis of Chemical Compound Similarity in Virtual Screening.

María Virginia Sabando, Pavol Ulbrich, Matias Nicolás Selzer, Jan Byska, Jan Mican, Ignacio Ponzoni, Axel J. Soto, Maria Luján Ganuza, Barbora Kozlíková

IEEE Trans. Vis. Comput. Graph., 2021

Nonuniform language in technical writing: Detection and correction.

Weibo Wang, Aminul Islam, Abidalrahman Moh'd, Axel J. Soto, Evangelos E. Milios

Nat. Lang. Eng., 2021

When classification accuracy is not enough: Explaining news credibility assessment.

Piotr Przybyla, Axel J. Soto

Inf. Process. Manag., 2021

Post-OCR Document Correction with large Ensembles of Character Sequence Models.

Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Evangelos E. Milios, Axel J. Soto

CoRR, 2021

Fourth Workshop on Exploratory Search and Interactive Data Analytics (ESIDA).

Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Osnat Mokryn, Fernando V. Paulovich, Denis Parra

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

2020

Preliminary design of an Intention-based sEMG-controlled 3 DOF upper limb exoskeleton for assisted therapy in activities of daily life in patients with hemiparesis.

Johan Nuñez, Axel J. Soto, Edmar Campos, Daryl Campusano, Edward Ramirez, Álvaro Figueroa, Johrdan Huamanchumo, Briggitte Suyo, Leonardo Milián-Ccopa

Proceedings of the 8th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2020

2019

Thalia: semantic search engine for biomedical abstracts.

Axel J. Soto, Piotr Przybyla, Sophia Ananiadou

Bioinform., 2019

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

María Virginia Sabando, Ignacio Ponzoni, Axel J. Soto

Appl. Soft Comput., 2019

Third workshop on exploratory search and interactive data analytics (ESIDA).

Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Fernando Vieira Paulovich, Denis Parra, Osnat Mokryn

Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

2018

ATR-Vis: Visual and Interactive Information Retrieval for Parliamentary Discussions in Twitter.

Raheleh Makki, Eder J. de Carvalho, Axel J. Soto, Stephen Brooks, Maria Cristina Ferreira de Oliveira, Evangelos E. Milios, Rosane Minghim

ACM Trans. Knowl. Discov. Data, 2018

LitPathExplorer: a confidence-based visual text analytics tool for exploring literature-enriched pathway models.

Axel J. Soto, Chrysoula Zerva, Riza Batista-Navarro, Sophia Ananiadou

Bioinform., 2018

Data Quality Challenges in Twitter Content Analysis for Informing Policy Making in Health Care.

Axel J. Soto, Cynthia Ryan, Fernando Peña Silva, Tapajyoti Das, Jacek Wolkowicz, Evangelos E. Milios, Stephen Brooks

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017

Identifying Personalised Treatments and Clinical Trials for Precision Medicine using Semantic Search with Thalia.

Piotr Przybyla, Axel J. Soto, Sophia Ananiadou

Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Exploratory Search and Interactive Data Analytics.

Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Fernando Vieira Paulovich

Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

2016

Non-uniform Language Detection in Technical Writing.

Weibo Wang, Abidalrahman Moh'd, Aminul Islam, Axel J. Soto, Evangelos E. Milios

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Twitter message recommendation based on user interest profiles.

Raheleh Makki, Axel J. Soto, Stephen Brooks, Evangelos E. Milios

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

Exploratory Visual Analysis and Interactive Pattern Extraction from Semi-Structured Data.

Axel J. Soto, Ryan Kiros, Vlado Keselj, Evangelos E. Milios

ACM Trans. Interact. Intell. Syst., 2015

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

María Jimena Martínez, Ignacio Ponzoni, Mónica Fátima Díaz, Gustavo E. Vazquez, Axel J. Soto

J. Cheminformatics, 2015

Machine learning meets visualization for extracting insights from text data.

Axel J. Soto, Ryan Kiros, Vlado Keselj, Evangelos E. Milios

AI Matters, 2015

Active Information Retrieval for Linking Twitter Posts with Political Debates.

Raheleh Makki, Axel J. Soto, Stephen Brooks, Evangelos E. Milios

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Similarity-Based Support for Text Reuse in Technical Writing.

Axel J. Soto, Abidalrahman Mohammad, Andrew Albert, Aminul Islam, Evangelos E. Milios, Michael Doyle, Rosane Minghim, Maria Cristina Ferreira de Oliveira

Proceedings of the 2015 ACM Symposium on Document Engineering, 2015

2013

Detection of daily living activities using a two-stage Markov model.

Love Kalra, Xinghui Zhao, Axel J. Soto, Evangelos E. Milios

J. Ambient Intell. Smart Environ., 2013

Text clustering using one-mode projection of document-word bipartite graphs.

Ajitesh Srivastava, Axel J. Soto, Evangelos E. Milios

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

A graph-based topic extraction method enabling simple interactive customization.

Ajitesh Srivastava, Axel J. Soto, Evangelos E. Milios

Proceedings of the ACM Symposium on Document Engineering 2013, 2013

2012

Representation Learning for Sparse, High Dimensional Multi-label Classification.

Ryan Kiros, Axel J. Soto, Evangelos E. Milios, Vlado Keselj

Proceedings of the Rough Sets and Current Trends in Computing, 2012

A Two-Stage Corrective Markov Model for Activities of Daily Living Detection.

Love Kalra, Xinghui Zhao, Axel J. Soto, Evangelos E. Milios

Proceedings of the Ambient Intelligence - Software and Applications, 2012

2011

On the use of machine learning methods for modern drug discovery.

Axel J. Soto

AI Commun., 2011

Subspace Mapping of Noisy Text Documents.

Axel J. Soto, Marc Strickert, Gustavo E. Vazquez, Evangelos E. Milios

Proceedings of the Advances in Artificial Intelligence, 2011

2010

Adaptive matrix metrics for molecular descriptor assessment in QSPR classification.

Axel J. Soto, Marc Strickert, Gustavo E. Vazquez

J. Cheminformatics, 2010

Adaptive matrix distances aiming at optimum regression subspaces.

Marc Strickert, Axel J. Soto, Gustavo E. Vazquez

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2009

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

Axel J. Soto, Ignacio Ponzoni, Gustavo E. Vazquez

Proceedings of the Distributed Computing, 2009

2008

An Evolutionary Approach for Feature Selection applied to ADMET Prediction.

Axel J. Soto, Rocío L. Cecchini, Gustavo E. Vazquez, Ignacio Ponzoni

Inteligencia Artif., 2008

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

Axel J. Soto, Rocío L. Cecchini, Gustavo E. Vazquez, Ignacio Ponzoni

Proceedings of the Evolutionary Computation, 2008