Soto Axel

2022

Article Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models Ramirez-Orta J.A., Xamena E., Maguitman A.G., Milios E., Soto A.J. Proceedings of the AAAI Conference on Artificial Intelligence DOI: 10.1609/aaai.v36i10.21369
Article Multitask Deep Neural Networks for Ames Mutagenicity Prediction Martínez M.J., Sabando M.V., Soto A.J., Roca C., Requeña C. et al. Journal of Chemical Information and Modeling DOI: 10.1021/acs.jcim.2c00532

2021

Article When classification accuracy is not enough: Explaining news credibility assessment Przybyła P., Soto A.J. Information Processing & Management DOI: 10.1016/j.ipm.2021.102653
Article A term-based and citation network-based search system for COVID-19 Zerva C., Taylor S., Soto A.J., Nguyen N.T.H., Ananiadou S. JAMIA Open DOI: 10.1093/jamiaopen/ooab104
Chapter Structural Design and Sliding Mode Control Approach of a 4-DoF Upper-Limb Exoskeleton for Post-stroke Rehabilitation Nunez-Quispe J.J., Alvaro F., Campusano D., Huamanchumo J., Soto A.J. et al. Mechanisms and machine science DOI: 10.1007/978-3-030-88751-3_22
Article Fourth Workshop on Exploratory Search and Interactive Data Analytics (ESIDA) Głowacka D., Milios E., Soto A.J., Mokryn O., Paulovich F.V. et al. 26th International Conference on Intelligent User Interfaces DOI: 10.1145/3397482.3450711
Preprint Using molecular embeddings in QSAR modeling: does it make a difference? Sabando M.V., Ponzoni I., Milios E., Soto A.J. Briefings in Bioinformatics DOI: 10.1093/bib/bbab365

2020

Article 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 N., Soto A.J., Edmar C., Daryl C., Edward R. et al. 2020 8th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob) DOI: 10.1109/biorob49111.2020.9224397
Article Nonuniform language in technical writing: Detection and correction Wang W., Islam A., Moh’d A., Soto A.J., Milios E. Natural Language Engineering DOI: 10.1017/s1351324920000133
Preprint ChemVA: Interactive Visual Analysis of Chemical Compound Similarity in Virtual Screening Sabando M.V., Ulbrich P., Selzer M.N., Byška J., Mičan J. et al. IEEE Transactions on Visualization and Computer Graphics DOI: 10.1109/tvcg.2020.3030438

2019

Article Third workshop on exploratory search and interactive data analytics (ESIDA) Głowacka D., Milios E., Soto A.J., Paulovich F.V., Parra D. et al. Companion Proceedings of the 24th International Conference on Intelligent User Interfaces DOI: 10.1145/3308557.3313111
Article Fortalecimiento de las capacidades de gobernanza para ciudades inteligentes sostenibles Giusti A.E.D., Pesado P.M., Pasini A.C., Thomas P.J., Muñoz R. et al. El Servicio de Difusión de la Creación Intelectual (National University of La Plata)
Article Neural-based approaches to overcome feature selection and applicability domain in drug-related property prediction Sabando M.V., Ponzoni I., Soto A.J. Applied Soft Computing DOI: 10.1016/j.asoc.2019.105777

2018

Article Thalia: semantic search engine for biomedical abstracts Soto A.J., Przybyła P., Ananiadou S. Bioinformatics DOI: 10.1093/bioinformatics/bty871
Article ATR-Vis Makki R., Carvalho E.J.D., Soto A.J., Brooks S., Oliveira M.C.F.D. et al. ACM Transactions on Knowledge Discovery from Data DOI: 10.1145/3047010
Article Data Quality Challenges in Twitter Content Analysis for Informing Policy Making in Health Care Soto A.J., Ryan C., Silva F.P., Das T., Wołkowicz J. et al. Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences DOI: 10.24251/hicss.2018.096
Article Mejora del acceso a Infoleg mediante técnicas de procesamiento automático del lenguaje Cardellino F., Cardellino C., Haag K.L., Soto A.J., Teruel M. et al. El Servicio de Difusión de la Creación Intelectual (National University of La Plata)

2017

Article Constructing a biodiversity terminological inventory Nguyen N.T.H., Soto A.J., Kontonatsios G., Batista-Navarro R., Ananiadou S. PLoS ONE DOI: 10.1371/journal.pone.0175277
Article LitPathExplorer: a confidence-based visual text analytics tool for exploring literature-enriched pathway models Soto A.J., Zerva C., Batista-Navarro R., Ananiadou S. Bioinformatics DOI: 10.1093/bioinformatics/btx774
Article Identifying Personalised Treatments and Clinical Trials for Precision Medicine using Semantic Search with Thalia Przybyła P., Soto A.J., Ananiadou S.
Article Argo as a platform for integrating distinct biodiversity analytics tools into workflows for building graph databases Batista-Navarro R., Nguyen N.T.H., Soto A.J., Ulate W., Ananiadou S. Biodiversity Information Science and Standards DOI: 10.3897/tdwgproceedings.1.20067
Article Exploratory Search and Interactive Data Analytics Głowacka D., Milios E., Soto A.J., Paulovich F.V. Companion Proceedings of the 22nd International Conference on Intelligent User Interfaces DOI: 10.1145/3030024.3040246

2016

Article Twitter message recommendation based on user interest profiles Makki R., Soto A.J., Brooks S., Milios E. 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) DOI: 10.1109/asonam.2016.7752266
Article Non-uniform Language Detection in Technical Writing Wang W., Moh’d A., Islam A., Soto A.J., Milios E. Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing DOI: 10.18653/v1/d16-1194
Article Machine learning meets visualization for extracting insights from text data Soto A.J., Kiros R., Kešelj V., Milios E. AI Matters DOI: 10.1145/2847557.2847560
Article Determination of Flow Rates in Capillary Liquid Chromatography Coupled to a Nanoelectrospray Source using Droplet Image Analysis Software Cohen A., Soto A.J., Fawcett J.P. Analytical Chemistry DOI: 10.1021/acs.analchem.6b01523

2015

Article Similarity-Based Support for Text Reuse in Technical Writing Soto A.J., Mohammad A., Albert A., Islam A., Milios E. et al. Proceedings of the 2015 ACM Symposium on Document Engineering DOI: 10.1145/2682571.2797068
Article Exploratory Visual Analysis and Interactive Pattern Extraction from Semi-Structured Data Soto A.J., Kiros R., Kešelj V., Milios E. ACM Transactions on Interactive Intelligent Systems DOI: 10.1145/2812115
Article Active Information Retrieval for Linking Twitter Posts with Political Debates Makki R., Soto A.J., Brooks S., Milios E. 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) DOI: 10.1109/icmla.2015.142
Article Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods Martínez M.J., Ponzoni I., Díaz M.F., Vázquez G.E., Soto A.J. Journal of Cheminformatics DOI: 10.1186/s13321-015-0092-4
Article Additional file 1. of Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods Martínez M., Ponzoni I., Díaz M., Vazquez G., Soto A.J. Figshare DOI: 10.6084/m9.figshare.4673602.v1
Article Additional file 1. of Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods Martínez M., Ponzoni I., Díaz M., Vazquez G., Soto A.J. Figshare DOI: 10.6084/m9.figshare.4673602

2014

Article Enriching the legacy literature with OCR corrections and text-mined semantic metadata Batista-Navarro R., Islam A., Ulate W., Hammock J., Soto A.J. et al. Research Explorer (The University of Manchester)

2013

Article Text clustering using one-mode projection of document-word bipartite graphs Srivastava A., Soto A.J., Milios E. Proceedings of the 28th Annual ACM Symposium on Applied Computing DOI: 10.1145/2480362.2480539
Article Detection of daily living activities using a two-stage Markov model Kalra L., Zhao X., Soto A.J., Milios E. Journal of Ambient Intelligence and Smart Environments DOI: 10.3233/ais-130208
Article A graph-based topic extraction method enabling simple interactive customization Srivastava A., Soto A.J., Milios E. Proceedings of the 2013 ACM symposium on Document engineering DOI: 10.1145/2494266.2494280
Article Estudio analítico, numérico y experimental de la influencia térmica en mediciones de deformación sobre elementos estructurales Vignolo G.G., Vázquez J.A., Soto A.J. Revista iberoamericana de ingeniería mecánica. DOI: 10.5944/ribim.17.2.42486

2012

Chapter A Two-Stage Corrective Markov Model for Activities of Daily Living Detection Kalra L., Zhao X., Soto A.J., Milios E. Advances in intelligent and soft computing DOI: 10.1007/978-3-642-28783-1_21
Chapter Representation Learning for Sparse, High Dimensional Multi-label Classification Kiros R., Soto A.J., Milios E., Kešelj V. Lecture notes in computer science DOI: 10.1007/978-3-642-32115-3_55
Article QSPR Models for Predicting Log Pliver Values for Volatile Organic Compounds Combining Statistical Methods and Domain Knowledge Palomba D., Martínez M.J., Ponzoni I., Díaz M.F., Vázquez G.E. et al. Molecules DOI: 10.3390/molecules171214937

2011

Chapter Subspace Mapping of Noisy Text Documents Soto A.J., Strickert M., Vázquez G.E., Milios E. Lecture notes in computer science DOI: 10.1007/978-3-642-21043-3_45
Article On the use of machine learning methods for modern drug discovery Soto A.J. AI Communications DOI: 10.3233/aic-2010-0487
Article Target‐Driven Subspace Mapping Methods and Their Applicability Domain Estimation Soto A.J., Vázquez G.E., Strickert M., Ponzoni I. Molecular Informatics DOI: 10.1002/minf.201100053

2010

Article Adaptive matrix distances aiming at optimum regression subspaces. Strickert M., Soto A.J., Vázquez G.E. The European Symposium on Artificial Neural Networks
Article Adaptive matrix metrics for molecular descriptor assessment in QSPR classification Soto A.J., Strickert M., Vázquez G.E. Journal of Cheminformatics DOI: 10.1186/1758-2946-2-s1-p47
Article Técnicas de aprendizaje automático y computación científica aplicadas a la predicción de parámetros ADMET-Tox Soto A.J.

2009

Article Multi‐Objective Feature Selection in QSAR Using a Machine Learning Approach Soto A.J., Cecchini R.L., Vázquez G.E., Ponzoni I. QSAR & Combinatorial Science DOI: 10.1002/qsar.200960053
Chapter Segregating Confident Predictions of Chemicals’ Properties for Virtual Screening of Drugs Soto A.J., Ponzoni I., Vázquez G.E. Lecture notes in computer science DOI: 10.1007/978-3-642-02481-8_153

2008

Chapter A Wrapper-Based Feature Selection Method for ADMET Prediction Using Evolutionary Computing Soto A.J., Cecchini R.L., Vázquez G.E., Ponzoni I. Lecture notes in computer science DOI: 10.1007/978-3-540-78757-0_17
Article An Evolutionary Approach for Feature Selection applied to ADMET Prediction Soto A.J., Cecchini R.L., Vázquez G.E., Ponzoni I. INTELIGENCIA ARTIFICIAL DOI: 10.4114/ia.v12i37.958
Article Aplicaciones de Aprendizaje Automático sobre Clusters de Compuestos Químicos Soto A.J., Palomba D., Diaz M.F., Vázquez G.E., Ponzoni I. Mecánica Computacional (Asociación Argentina de Mecánica Computacional)

2005

Article Resolución Paralelo Distribuida De Sistemas De Ecuaciones Basada En Técnicas De Descomposición De Grafos. Soto A.J., Ponzoni I., Vázquez G.E. Mecánica Computacional (Asociación Argentina de Mecánica Computacional)

PhD in Computer Science
Computer Systems Engineer

Publications (64)

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Soto Axel

PhD in Computer ScienceComputer Systems Engineer

Publications (64)

2026

2025

2024

2023

2022

2021

2020

2019

2018

2017

2016

2015

2014

2013

2012

2011

2010

2009

2008

2005

PhD in Computer Science
Computer Systems Engineer