Axel J. Soto

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Ignacio PonzoniPrincipal Researcher at CONICET - Associated Professor at Universidad Nacional del SurVerified email at cs.uns.edu.ar
Evangelos MiliosProfessor of Computer Science, Dalhousie UniversityVerified email at cs.dal.ca
Gustavo VazquezUniversidad Católica del Uruguay - Engineering and TechnologyVerified email at ucu.edu.uy
Sophia AnaniadouProfessor, Computer Science, Manchester University, National Centre for Text MiningVerified email at manchester.ac.uk
Rocío Luján CecchiniUniversidad Nacional del SurVerified email at cs.uns.edu.ar
María Jimena MartínezResearcher, ISISTAN, Universidad Nacional del Centro de la Pcia. de Bs. As. and CONICETVerified email at isistan.unicen.edu.ar
Riza Batista-NavarroSenior Lecturer in Text Mining, Department of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Piotr PrzybyłaTALN, Universitat Pompeu Fabra / Institute of Computer Science, Polish Academy of SciencesVerified email at upf.edu
María Virginia SabandoPhD Student, Institute for Computer Sciences and Engineering (CONICET - Universidad Nacional del SurVerified email at cs.uns.edu.ar
Mónica Fátima DiazProfesora en la Universidad Nacional del Sur e Investigadora en PLAPIQUI (CONICET-UNS)Verified email at plapiqui.edu.ar
Raheleh MakkiResearch Scientist, PhD Computer Science, Dalhousie UniversityVerified email at cs.dal.ca
Nhung T. H. NguyenNational Centre for Text Mining, University of Manchester, UKVerified email at manchester.ac.uk
Vlado KeseljDalhousie UniversityVerified email at dnlp.ca
Ana Gabriela MaguitmanUniversidad Nacional del Sur - CONICET - ArgentinaVerified email at cs.uns.edu.ar
Rosane MinghimSchool of Computer Science and Information Technology, University College Cork, IrelandVerified email at cs.ucc.ie
Maria Cristina Ferreira de OliveiraInstituto de Ciências Matemáticas e de Computação, universidade de são pauloVerified email at icmc.usp.br
aminul islamAssociate Professor, School of Computing and Informatics, University of Louisiana at LafayetteVerified email at louisiana.edu
Nuria CampilloCientífico Titular, CIB-CSICVerified email at csic.es
Xinghui ZhaoAssociate Professor of Computer Science, Washington State UniversityVerified email at wsu.edu
Georgios KontonatsiosSenior NLP Data Scientist @ ChattermillVerified email at chattermill.io

Axel J. Soto

Institute for Computer Science and Engineering (CONICET — Universidad Nacional del Sur)

Verified email at cs.uns.edu.ar - Homepage

Text Mining Data Analytics Visual Analytics Machine learning Cheminformatics


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Thalia: semantic search engine for biomedical abstracts AJ Soto, P Przybyła, S Ananiadou Bioinformatics 35 (10), 1799-1801, 2019	60	2019
Multi‐Objective Feature Selection in QSAR Using a Machine Learning Approach AJ Soto, RL Cecchini, GE Vazquez, I Ponzoni QSAR & Combinatorial Science 28 (11‐12), 1509-1523, 2009	60	2009
Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods MJ Martínez, I Ponzoni, MF Díaz, GE Vazquez, AJ Soto Journal of cheminformatics 7, 1-17, 2015	38	2015
ATR-Vis: Visual and interactive information retrieval for parliamentary discussions in Twitter R Makki, E Carvalho, AJ Soto, S Brooks, MCFD Oliveira, E Milios, ... ACM Transactions on Knowledge Discovery from Data (TKDD) 12 (1), 1-33, 2018	25	2018
Constructing a biodiversity terminological inventory NTH Nguyen, AJ Soto, G Kontonatsios, R Batista-Navarro, S Ananiadou PLoS One 12 (4), e0175277, 2017	24	2017
Target‐Driven Subspace Mapping Methods and Their Applicability Domain Estimation AJ Soto, GE Vazquez, M Strickert, I Ponzoni Molecular Informatics 30 (9), 779-789, 2011	24	2011
When classification accuracy is not enough: Explaining news credibility assessment P Przybyła, AJ Soto Information Processing & Management 58 (5), 102653, 2021	22	2021
Exploratory visual analysis and interactive pattern extraction from semi-structured data AJ Soto, R Kiros, V Kešelj, E Milios ACM Transactions on Interactive Intelligent Systems (TiiS) 5 (3), 1-36, 2015	19	2015
A wrapper-based feature selection method for ADMET prediction using evolutionary computing AJ Soto, RL Cecchini, GE Vazquez, I Ponzoni Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics …, 2008	19	2008
Similarity-based support for text reuse in technical writing AJ Soto, A Mohammad, A Albert, A Islam, E Milios, M Doyle, R Minghim, ... Proceedings of the 2015 ACM Symposium on Document Engineering, 97-106, 2015	18	2015
Using Molecular Embeddings in QSAR Modeling: Does it Make a Difference? MV Sabando, I Ponzoni, EE Milios, AJ Soto Briefings in Bioinformatics, bbab365, 2021	17	2021
Detection of daily living activities using a two-stage Markov model L Kalra, X Zhao, AJ Soto, E Milios Journal of Ambient Intelligence and Smart Environments 5 (3), 273-285, 2013	17	2013
Twitter message recommendation based on user interest profiles R Makki, AJ Soto, S Brooks, EE Milios 2016 IEEE/ACM International Conference on Advances in Social Networks …, 2016	16	2016
QSPR Models for Predicting Log P_liver Values for Volatile Organic Compounds Combining Statistical Methods and Domain Knowledge D Palomba, MJ Martínez, I Ponzoni, MF Díaz, GE Vazquez, AJ Soto Molecules 17 (12), 14937-14953, 2012	16	2012
Neural-based approaches to overcome feature selection and applicability domain in drug-related property prediction MV Sabando, I Ponzoni, AJ Soto Applied Soft Computing 85, 105777, 2019	15	2019
Adaptive matrix distances aiming at optimum regression subspaces M Strickert, AJ Soto, GE Vazquez European Symposium on Artificial Neural Networks, Computational Intelligence …, 2010	14	2010
ChemVA: Interactive Visual Analysis of Chemical Compound Similarity in Virtual Screening MV Sabando, P Ulbrich, M Selzer, J Byska, J Mican, I Ponzoni, AJ Soto, ... IEEE Transactions on Visualization and Computer Graphics 27 (2), 891-901, 2021	11	2021
Post-OCR document correction with large ensembles of character sequence-to-sequence models JA Ramirez-Orta, E Xamena, A Maguitman, E Milios, AJ Soto Proceedings of the AAAI Conference on Artificial Intelligence 36 (10), 11192 …, 2022	9*	2022
Data Quality Challenges in Twitter Content Analysis for Informing Policy Making in Health Care A Soto, C Ryan, F Peña Silva, T Das, J Wolkowicz, E Milios, S Brooks Hawaii International Conference on System Sciences, 760-769, 2018	9	2018
A Two-Stage Corrective Markov Model for Activities of Daily Living Detection L Kalra, X Zhao, A Soto, E Milios Ambient Intelligence-Software and Applications, 171-179, 2012	8	2012

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