Axel J. Soto

46 papers A* 2B 5C 2Misc 1Journal 21Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Assessing causality among topics and sentiments: The case of the G20 discussion on Twitter.
J. Inf. Sci.
Mauro Fonseca, Fernando Delbianco, Ana Gabriela Maguitman, Axel J. Soto
2025 B conf
ROUGE-SciQFS: A ROUGE-based Method to Automatically Create Datasets for Scientific Query-Focused Summarization.
COLING
Juan Antonio Ramirez-Orta, Ana Gabriela Maguitman, Axel J. Soto, Evangelos E. Milios
2024 C conf
Can Pharmacovigilance Be Performed on Social Media? Mining Adverse Vaccine Reactions From Twitter.
CLEI
María Jimena Martínez, Silvia N. Schiaffino, Daniela Godoy, Ignacio Ponzoni, Axel J. Soto
2024 — ed.
Joint Proceedings of the ACM IUI 2024 Workshops co-located with the 29th Annual ACM Conference on Intelligent User Interfaces (IUI 2024), Greenville, South Carolina, USA, March 18, 2024.
IUI Workshops
Axel J. Soto, Eva Zangerle
2023 — conf
QuOTeS: Query-Oriented Technical Summarization.
ICDAR (3)
Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Axel J. Soto, Flavia P. Zanoto, Evangelos E. Milios
2023 J jnl
QuOTeS: Query-Oriented Technical Summarization.
CoRR
Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Axel J. Soto, Flavia P. Zanoto, Evangelos E. Milios
2022 J jnl
Multitask Deep Neural Networks for Ames Mutagenicity Prediction.
J. Chem. Inf. Model.
María Jimena Martínez, María Virginia Sabando, Axel J. Soto, Carlos Roca, Carlos Requena-Triguero, Nuria E. Campillo, Juan A. Páez, Ignacio Ponzoni
2022 A* conf
Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models.
AAAI
Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Evangelos E. Milios, Axel J. Soto
2022 — conf
Topic Modelling and Frame Identification for Political Arguments.
AI*IA
Shohreh Haddadan, Elena Cabrio, Axel J. Soto, Serena Villata
2022 J jnl
Using molecular embeddings in QSAR modeling: does it make a difference?
Briefings Bioinform.
María Virginia Sabando, Ignacio Ponzoni, Evangelos E. Milios, Axel J. Soto
2021 J jnl
ChemVA: Interactive Visual Analysis of Chemical Compound Similarity in Virtual Screening.
IEEE Trans. Vis. Comput. Graph.
María Virginia Sabando, Pavol Ulbrich, Matias Nicolás Selzer, Jan Byska, Jan Mican, Ignacio Ponzoni, Axel J. Soto, Maria Luján Ganuza, Barbora Kozlíková
2021 — conf
Fourth Workshop on Exploratory Search and Interactive Data Analytics (ESIDA).
IUI Companion
Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Osnat Mokryn, Fernando V. Paulovich, Denis Parra
2021 J jnl
Nonuniform language in technical writing: Detection and correction.
Nat. Lang. Eng.
Weibo Wang, Aminul Islam, Abidalrahman Moh'd, Axel J. Soto, Evangelos E. Milios
2021 J jnl
Post-OCR Document Correction with large Ensembles of Character Sequence Models.
CoRR
Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Evangelos E. Milios, Axel J. Soto
2021 J jnl
Using Molecular Embeddings in QSAR Modeling: Does it Make a Difference?
CoRR
María Virginia Sabando, Ignacio Ponzoni, Evangelos E. Milios, Axel J. Soto
2021 J jnl
When classification accuracy is not enough: Explaining news credibility assessment.
Inf. Process. Manag.
Piotr Przybyla, Axel J. Soto
2020 J jnl
ChemVA: Interactive Visual Analysis of Chemical Compound Similarity in Virtual Screening.
CoRR
María Virginia Sabando, Pavol Ulbrich, Matias Nicolás Selzer, Jan Byska, Jan Mican, Ignacio Ponzoni, Axel J. Soto, Maria Luján Ganuza, Barbora Kozlíková
2020 — conf
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.
BioRob
Johan Nuñez, Axel J. Soto, Edmar Campos, Daryl Campusano, Edward Ramirez, Álvaro Figueroa, Johrdan Huamanchumo, Briggitte Suyo, Leonardo Milián-Ccopa
2019 J jnl
Neural-based approaches to overcome feature selection and applicability domain in drug-related property prediction.
Appl. Soft Comput.
María Virginia Sabando, Ignacio Ponzoni, Axel J. Soto
2019 J jnl
Thalia: semantic search engine for biomedical abstracts.
Bioinform.
Axel J. Soto, Piotr Przybyla, Sophia Ananiadou
2019 — conf
Third workshop on exploratory search and interactive data analytics (ESIDA).
IUI Companion
Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Fernando Vieira Paulovich, Denis Parra, Osnat Mokryn
2018 J jnl
ATR-Vis: Visual and Interactive Information Retrieval for Parliamentary Discussions in Twitter.
ACM Trans. Knowl. Discov. Data
Raheleh Makki, Eder J. de Carvalho, Axel J. Soto, Stephen Brooks, Maria Cristina Ferreira de Oliveira, Evangelos E. Milios, Rosane Minghim
2018 — conf
Data Quality Challenges in Twitter Content Analysis for Informing Policy Making in Health Care.
HICSS
Axel J. Soto, Cynthia Ryan, Fernando Peña Silva, Tapajyoti Das, Jacek Wolkowicz, Evangelos E. Milios, Stephen Brooks
2018 J jnl
LitPathExplorer: a confidence-based visual text analytics tool for exploring literature-enriched pathway models.
Bioinform.
Axel J. Soto, Chrysoula Zerva, Riza Batista-Navarro, Sophia Ananiadou
2017 — conf
Exploratory Search and Interactive Data Analytics.
IUI Companion
Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Fernando Vieira Paulovich
2017 — conf
Identifying Personalised Treatments and Clinical Trials for Precision Medicine using Semantic Search with Thalia.
TREC
Piotr Przybyla, Axel J. Soto, Sophia Ananiadou
2017 — ed.
Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive Data Analytics, ESIDA@IUI 2017, Limassol, Cyprus, March 13, 2017
ESIDA@IUI
Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Fernando Vieira Paulovich
2016 A* conf
Non-uniform Language Detection in Technical Writing.
EMNLP
Weibo Wang, Abidalrahman Moh'd, Aminul Islam, Axel J. Soto, Evangelos E. Milios
2016 B conf
Twitter message recommendation based on user interest profiles.
ASONAM
Raheleh Makki, Axel J. Soto, Stephen Brooks, Evangelos E. Milios
2015 C conf
Active Information Retrieval for Linking Twitter Posts with Political Debates.
ICMLA
Raheleh Makki, Axel J. Soto, Stephen Brooks, Evangelos E. Milios
2015 J jnl
Exploratory Visual Analysis and Interactive Pattern Extraction from Semi-Structured Data.
ACM Trans. Interact. Intell. Syst.
Axel J. Soto, Ryan Kiros, Vlado Keselj, Evangelos E. Milios
2015 J jnl
Machine learning meets visualization for extracting insights from text data.
AI Matters
Axel J. Soto, Ryan Kiros, Vlado Keselj, Evangelos E. Milios
2015 B conf
Similarity-Based Support for Text Reuse in Technical Writing.
DocEng
Axel J. Soto, Abidalrahman Mohammad, Andrew Albert, Aminul Islam, Evangelos E. Milios, Michael Doyle, Rosane Minghim, Maria Cristina Ferreira de Oliveira
2015 J jnl
Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods.
J. Cheminformatics
María Jimena Martínez, Ignacio Ponzoni, Mónica Fátima Díaz, Gustavo E. Vazquez, Axel J. Soto
2013 B conf
A graph-based topic extraction method enabling simple interactive customization.
ACM Symposium on Document Engineering
Ajitesh Srivastava, Axel J. Soto, Evangelos E. Milios
2013 J jnl
Detection of daily living activities using a two-stage Markov model.
J. Ambient Intell. Smart Environ.
Love Kalra, Xinghui Zhao, Axel J. Soto, Evangelos E. Milios
2013 Misc conf
Text clustering using one-mode projection of document-word bipartite graphs.
SAC
Ajitesh Srivastava, Axel J. Soto, Evangelos E. Milios
2012 — conf
A Two-Stage Corrective Markov Model for Activities of Daily Living Detection.
ISAmI
Love Kalra, Xinghui Zhao, Axel J. Soto, Evangelos E. Milios
2012 — conf
Representation Learning for Sparse, High Dimensional Multi-label Classification.
RSCTC
Ryan Kiros, Axel J. Soto, Evangelos E. Milios, Vlado Keselj
2011 J jnl
On the use of machine learning methods for modern drug discovery.
AI Commun.
Axel J. Soto
2011 — conf
Subspace Mapping of Noisy Text Documents.
Canadian AI
Axel J. Soto, Marc Strickert, Gustavo E. Vazquez, Evangelos E. Milios
2010 B conf
Adaptive matrix distances aiming at optimum regression subspaces.
ESANN
Marc Strickert, Axel J. Soto, Gustavo E. Vazquez
2010 J jnl
Adaptive matrix metrics for molecular descriptor assessment in QSPR classification.
J. Cheminformatics
Axel J. Soto, Marc Strickert, Gustavo E. Vazquez
2009 — conf
Segregating Confident Predictions of Chemicals' Properties for Virtual Screening of Drugs.
IWANN (2)
Axel J. Soto, Ignacio Ponzoni, Gustavo E. Vazquez
2008 — conf
A Wrapper-Based Feature Selection Method for ADMET Prediction Using Evolutionary Computing.
EvoBIO
Axel J. Soto, Rocío L. Cecchini, Gustavo E. Vazquez, Ignacio Ponzoni
2008 J jnl
An Evolutionary Approach for Feature Selection applied to ADMET Prediction.
Inteligencia Artif.
Axel J. Soto, Rocío L. Cecchini, Gustavo E. Vazquez, Ignacio Ponzoni