Axel J. Soto

Orcid: 0000-0002-9021-7566

According to our database1, Axel J. Soto authored at least 38 papers between 2008 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



QuOTeS: Query-Oriented Technical Summarization.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Multitask Deep Neural Networks for Ames Mutagenicity Prediction.
J. Chem. Inf. Model., 2022

Using molecular embeddings in QSAR modeling: does it make a difference?
Briefings Bioinform., 2022

Topic Modelling and Frame Identification for Political Arguments.
Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

ChemVA: Interactive Visual Analysis of Chemical Compound Similarity in Virtual Screening.
IEEE Trans. Vis. Comput. Graph., 2021

Nonuniform language in technical writing: Detection and correction.
Nat. Lang. Eng., 2021

When classification accuracy is not enough: Explaining news credibility assessment.
Inf. Process. Manag., 2021

Post-OCR Document Correction with large Ensembles of Character Sequence Models.
CoRR, 2021

Fourth Workshop on Exploratory Search and Interactive Data Analytics (ESIDA).
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

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

Thalia: semantic search engine for biomedical abstracts.
Bioinform., 2019

Neural-based approaches to overcome feature selection and applicability domain in drug-related property prediction.
Appl. Soft Comput., 2019

Third workshop on exploratory search and interactive data analytics (ESIDA).
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

ATR-Vis: Visual and Interactive Information Retrieval for Parliamentary Discussions in Twitter.
ACM Trans. Knowl. Discov. Data, 2018

LitPathExplorer: a confidence-based visual text analytics tool for exploring literature-enriched pathway models.
Bioinform., 2018

Data Quality Challenges in Twitter Content Analysis for Informing Policy Making in Health Care.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

Identifying Personalised Treatments and Clinical Trials for Precision Medicine using Semantic Search with Thalia.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Exploratory Search and Interactive Data Analytics.
Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

Non-uniform Language Detection in Technical Writing.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Twitter message recommendation based on user interest profiles.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

Exploratory Visual Analysis and Interactive Pattern Extraction from Semi-Structured Data.
ACM Trans. Interact. Intell. Syst., 2015

Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods.
J. Cheminformatics, 2015

Machine learning meets visualization for extracting insights from text data.
AI Matters, 2015

Active Information Retrieval for Linking Twitter Posts with Political Debates.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Similarity-Based Support for Text Reuse in Technical Writing.
Proceedings of the 2015 ACM Symposium on Document Engineering, 2015

Detection of daily living activities using a two-stage Markov model.
J. Ambient Intell. Smart Environ., 2013

Text clustering using one-mode projection of document-word bipartite graphs.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

A graph-based topic extraction method enabling simple interactive customization.
Proceedings of the ACM Symposium on Document Engineering 2013, 2013

Representation Learning for Sparse, High Dimensional Multi-label Classification.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

A Two-Stage Corrective Markov Model for Activities of Daily Living Detection.
Proceedings of the Ambient Intelligence - Software and Applications, 2012

On the use of machine learning methods for modern drug discovery.
AI Commun., 2011

Subspace Mapping of Noisy Text Documents.
Proceedings of the Advances in Artificial Intelligence, 2011

Adaptive matrix metrics for molecular descriptor assessment in QSPR classification.
J. Cheminformatics, 2010

Adaptive matrix distances aiming at optimum regression subspaces.
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

Segregating Confident Predictions of Chemicals' Properties for Virtual Screening of Drugs.
Proceedings of the Distributed Computing, 2009

An Evolutionary Approach for Feature Selection applied to ADMET Prediction.
Inteligencia Artif., 2008

A Wrapper-Based Feature Selection Method for ADMET Prediction Using Evolutionary Computing.
Proceedings of the Evolutionary Computation, 2008