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
María Jimena MartínezResearcher, ISISTAN, Universidad Nacional del Centro de la Pcia. de Bs. As. and CONICETVerified email at isistan.unicen.edu.ar
Rocío Luján CecchiniUniversidad Nacional del SurVerified email at cs.uns.edu.ar
Vir SabandoTA, Department of Computer Science and Engineering (Universidad Nacional del Sur)Verified email at cs.uns.edu.ar
Ana Gabriela MaguitmanUniversidad Nacional del Sur - CONICET - ArgentinaVerified email at cs.uns.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
Mónica Fátima DiazProfesora en la Universidad Nacional del Sur e Investigadora en PLAPIQUI (CONICET-UNS)Verified email at plapiqui.edu.ar
Nhung T. H. NguyenUniversity of Manchester, UKVerified email at manchester.ac.uk
Raheleh MakkiResearch Scientist, PhD Computer Science, Dalhousie UniversityVerified email at cs.dal.ca
aminul islamAssociate Professor, School of Computing and Informatics, University of Louisiana at LafayetteVerified email at louisiana.edu
Vlado KeseljDalhousie UniversityVerified email at dnlp.ca
Juan Ramirez-OrtaDalhousie UniversityVerified email at dal.ca
Nuria CampilloCientífico Titular, CIB-CSICVerified email at csic.es
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
Eduardo XamenaResearch Assistant and Professor in Computer Science, Universidad Nacional de SaltaVerified email at di.unsa.edu.ar

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	73	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	63	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	40	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	37	2021
When classification accuracy is not enough: Explaining news credibility assessment P Przybyła, AJ Soto Information Processing & Management 58 (5), 102653, 2021	30	2021
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	25	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	25	2011
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	23	2008
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	21	2021
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	21	2019
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	20	2022
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	20	2015
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	20	2015
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	18	2012
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	17	2016
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
Adaptive matrix distances aiming at optimum regression subspaces M Strickert, AJ Soto, GE Vazquez European Symposium on Artificial Neural Networks, Computational Intelligence …, 2010	16	2010
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	11	2018
Multi-Task Deep Neural Networks for Ames Mutagenicity Prediction MJ Martínez, MV Sabando, AJ Soto, C Roca, C Requena-Triguero, ... Journal of Chemical Information and Modeling 62 (24), 6342–6351, 2022	10	2022

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