Soto Axel

2022

Artículo 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
Artículo 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

Artículo 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
Artículo 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
Capítulo 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
Artículo 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

Artículo 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
Artículo 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

Artículo 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
Artículo 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)
Artículo 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

Artículo Thalia: semantic search engine for biomedical abstracts Soto A.J., Przybyła P., Ananiadou S. Bioinformatics DOI: 10.1093/bioinformatics/bty871
Artículo 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
Artículo 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
Artículo 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

Artículo 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
Artículo 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
Artículo Identifying Personalised Treatments and Clinical Trials for Precision Medicine using Semantic Search with Thalia Przybyła P., Soto A.J., Ananiadou S.
Artículo 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
Artículo 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

Artículo 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
Artículo 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
Artículo 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
Artículo 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

Artículo 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
Artículo 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
Artículo 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
Artículo 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
Artículo 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
Artículo 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

Artículo 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

Artículo 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
Artículo 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
Artículo 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
Artículo 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

Capítulo 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
Capítulo 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
Artículo 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

Capítulo 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
Artículo On the use of machine learning methods for modern drug discovery Soto A.J. AI Communications DOI: 10.3233/aic-2010-0487
Artículo 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

Artículo Adaptive matrix distances aiming at optimum regression subspaces. Strickert M., Soto A.J., Vázquez G.E. The European Symposium on Artificial Neural Networks
Artículo 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
Artículo Técnicas de aprendizaje automático y computación científica aplicadas a la predicción de parámetros ADMET-Tox Soto A.J.

2009

Artículo 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
Capítulo 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

Capítulo 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
Artículo 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
Artículo 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

Artículo 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)

Publicaciones (61)

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