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Axel J. Soto

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2020 – today

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2024
[c22]
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María Jimena Martínez, Silvia N. Schiaffino, Daniela Godoy, Ignacio Ponzoni, Axel J. Soto:
Can Pharmacovigilance Be Performed on Social Media? Mining Adverse Vaccine Reactions From Twitter. CLEI 2024: 1-4
2023
[c21]
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Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Axel J. Soto, Flavia P. Zanoto, Evangelos E. Milios:
QuOTeS: Query-Oriented Technical Summarization. ICDAR (3) 2023: 98-114
[i4]
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  - journals/corr/abs-2306-11832
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Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Axel J. Soto, Flavia P. Zanoto, Evangelos E. Milios:
QuOTeS: Query-Oriented Technical Summarization. CoRR abs/2306.11832 (2023)
2022
[j16]
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María Virginia Sabando, Ignacio Ponzoni, Evangelos E. Milios, Axel J. Soto:
Using molecular embeddings in QSAR modeling: does it make a difference? Briefings Bioinform. 23(1) (2022)
[j15]
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María Jimena Martínez, María Virginia Sabando, Axel J. Soto, Carlos Roca, Carlos Requena-Triguero, Nuria E. Campillo, Juan A. Páez, Ignacio Ponzoni:
Multitask Deep Neural Networks for Ames Mutagenicity Prediction. J. Chem. Inf. Model. 62(24): 6342-6351 (2022)
[c20]
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Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Evangelos E. Milios, Axel J. Soto:
Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models. AAAI 2022: 11192-11199
[c19]
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Shohreh Haddadan, Elena Cabrio, Axel J. Soto, Serena Villata:
Topic Modelling and Frame Identification for Political Arguments. AI*IA 2022: 268-281
2021
[j14]
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Piotr Przybyla, Axel J. Soto:
When classification accuracy is not enough: Explaining news credibility assessment. Inf. Process. Manag. 58(5): 102653 (2021)
[j13]
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Weibo Wang, Aminul Islam, Abidalrahman Moh'd, Axel J. Soto, Evangelos E. Milios:
Nonuniform language in technical writing: Detection and correction. Nat. Lang. Eng. 27(3): 293-314 (2021)
[j12]
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María Virginia Sabando, Pavol Ulbrich, Matias Nicolás Selzer, Jan Byska, Jan Mican, Ignacio Ponzoni, Axel J. Soto, Maria Luján Ganuza, Barbora Kozlíková:
ChemVA: Interactive Visual Analysis of Chemical Compound Similarity in Virtual Screening. IEEE Trans. Vis. Comput. Graph. 27(2): 891-901 (2021)
[c18]
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Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Osnat Mokryn, Fernando V. Paulovich, Denis Parra:
Fourth Workshop on Exploratory Search and Interactive Data Analytics (ESIDA). IUI Companion 2021: 18-20
[i3]
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  - journals/corr/abs-2104-02604
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María Virginia Sabando, Ignacio Ponzoni, Evangelos E. Milios, Axel J. Soto:
Using Molecular Embeddings in QSAR Modeling: Does it Make a Difference? CoRR abs/2104.02604 (2021)
[i2]
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  - journals/corr/abs-2109-06264
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Juan Antonio Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman, Evangelos E. Milios, Axel J. Soto:
Post-OCR Document Correction with large Ensembles of Character Sequence Models. CoRR abs/2109.06264 (2021)
2020
[c17]
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Johan Nuñez, Axel J. Soto, Edmar Campos, Daryl Campusano, Edward Ramirez, Álvaro Figueroa, Johrdan Huamanchumo, Briggitte Suyo, Leonardo Milián-Ccopa:
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. BioRob 2020: 292-297
[i1]
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  - journals/corr/abs-2008-13150
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María Virginia Sabando, Pavol Ulbrich, Matias Nicolás Selzer, Jan Byska, Jan Mican, Ignacio Ponzoni, Axel J. Soto, Maria Luján Ganuza, Barbora Kozlíková:
ChemVA: Interactive Visual Analysis of Chemical Compound Similarity in Virtual Screening. CoRR abs/2008.13150 (2020)

2010 – 2019

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2019
[j11]
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María Virginia Sabando, Ignacio Ponzoni, Axel J. Soto:
Neural-based approaches to overcome feature selection and applicability domain in drug-related property prediction. Appl. Soft Comput. 85 (2019)
[j10]
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Axel J. Soto, Piotr Przybyla, Sophia Ananiadou:
Thalia: semantic search engine for biomedical abstracts. Bioinform. 35(10): 1799-1801 (2019)
[c16]
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Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Fernando Vieira Paulovich, Denis Parra, Osnat Mokryn:
Third workshop on exploratory search and interactive data analytics (ESIDA). IUI Companion 2019: 141-142
2018
[j9]
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  - journals/bioinformatics/SotoZBA18
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Axel J. Soto, Chrysoula Zerva, Riza Batista-Navarro, Sophia Ananiadou:
LitPathExplorer: a confidence-based visual text analytics tool for exploring literature-enriched pathway models. Bioinform. 34(8): 1389-1397 (2018)
[j8]
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Raheleh Makki, Eder J. de Carvalho, Axel J. Soto, Stephen Brooks, Maria Cristina Ferreira de Oliveira, Evangelos E. Milios, Rosane Minghim:
ATR-Vis: Visual and Interactive Information Retrieval for Parliamentary Discussions in Twitter. ACM Trans. Knowl. Discov. Data 12(1): 3:1-3:33 (2018)
[c15]
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Axel J. Soto, Cynthia Ryan, Fernando Peña Silva, Tapajyoti Das, Jacek Wolkowicz, Evangelos E. Milios, Stephen Brooks:
Data Quality Challenges in Twitter Content Analysis for Informing Policy Making in Health Care. HICSS 2018: 1-10
2017
[c14]
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Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Fernando Vieira Paulovich:
Exploratory Search and Interactive Data Analytics. IUI Companion 2017: 9-11
[c13]
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Piotr Przybyla, Axel J. Soto, Sophia Ananiadou:
Identifying Personalised Treatments and Clinical Trials for Precision Medicine using Semantic Search with Thalia. TREC 2017
[e1]
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Dorota Glowacka, Evangelos E. Milios, Axel J. Soto, Fernando Vieira Paulovich:
Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive Data Analytics, ESIDA@IUI 2017, Limassol, Cyprus, March 13, 2017. ACM 2017, ISBN 978-1-4503-4903-1 [contents]
2016
[c12]
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Raheleh Makki, Axel J. Soto, Stephen Brooks, Evangelos E. Milios:
Twitter message recommendation based on user interest profiles. ASONAM 2016: 406-410
[c11]
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Weibo Wang, Abidalrahman Moh'd, Aminul Islam, Axel J. Soto, Evangelos E. Milios:
Non-uniform Language Detection in Technical Writing. EMNLP 2016: 1892-1900
2015
[j7]
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  - journals/aimatters/SotoKKM15
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Axel J. Soto, Ryan Kiros, Vlado Keselj, Evangelos E. Milios:
Machine learning meets visualization for extracting insights from text data. AI Matters 2(2): 15-17 (2015)
[j6]
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  - journals/jcheminf/MartinezPDVS15
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María Jimena Martínez, Ignacio Ponzoni, Mónica Fátima Díaz, Gustavo E. Vazquez, Axel J. Soto:
Visual analytics in cheminformatics: user-supervised descriptor selection for QSAR methods. J. Cheminformatics 7: 39:1-39:17 (2015)
[j5]
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Axel J. Soto, Ryan Kiros, Vlado Keselj, Evangelos E. Milios:
Exploratory Visual Analysis and Interactive Pattern Extraction from Semi-Structured Data. ACM Trans. Interact. Intell. Syst. 5(3): 16:1-16:36 (2015)
[c10]
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  - conf/doceng/SotoMAIMDMO15
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Axel J. Soto, Abidalrahman Mohammad, Andrew Albert, Aminul Islam, Evangelos E. Milios, Michael Doyle, Rosane Minghim, Maria Cristina Ferreira de Oliveira:
Similarity-Based Support for Text Reuse in Technical Writing. DocEng 2015: 97-106
[c9]
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Raheleh Makki, Axel J. Soto, Stephen Brooks, Evangelos E. Milios:
Active Information Retrieval for Linking Twitter Posts with Political Debates. ICMLA 2015: 238-245
2013
[j4]
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  - journals/jaise/KalraZSM13
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Love Kalra, Xinghui Zhao, Axel J. Soto, Evangelos E. Milios:
Detection of daily living activities using a two-stage Markov model. J. Ambient Intell. Smart Environ. 5(3): 273-285 (2013)
[c8]
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  - conf/doceng/SrivastavaSM13
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Ajitesh Srivastava, Axel J. Soto, Evangelos E. Milios:
A graph-based topic extraction method enabling simple interactive customization. ACM Symposium on Document Engineering 2013: 71-80
[c7]
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  - conf/sac/SrivastavaSM13
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Ajitesh Srivastava, Axel J. Soto, Evangelos E. Milios:
Text clustering using one-mode projection of document-word bipartite graphs. SAC 2013: 927-932
2012
[c6]
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  - conf/isami/KalraZSM12
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Love Kalra, Xinghui Zhao, Axel J. Soto, Evangelos E. Milios:
A Two-Stage Corrective Markov Model for Activities of Daily Living Detection. ISAmI 2012: 171-179
[c5]
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  - conf/rsctc/KirosSMK12
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Ryan Kiros, Axel J. Soto, Evangelos E. Milios, Vlado Keselj:
Representation Learning for Sparse, High Dimensional Multi-label Classification. RSCTC 2012: 463-470
2011
[j3]
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Axel J. Soto:
On the use of machine learning methods for modern drug discovery. AI Commun. 24(1): 99-100 (2011)
[c4]
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  - conf/ai/SotoSVM11
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Axel J. Soto, Marc Strickert, Gustavo E. Vazquez, Evangelos E. Milios:
Subspace Mapping of Noisy Text Documents. Canadian AI 2011: 377-383
2010
[j2]
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  - journals/jcheminf/SotoSV10
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Axel J. Soto, Marc Strickert, Gustavo E. Vazquez:
Adaptive matrix metrics for molecular descriptor assessment in QSPR classification. J. Cheminformatics 2(S-1): 47 (2010)
[c3]
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Marc Strickert, Axel J. Soto, Gustavo E. Vazquez:
Adaptive matrix distances aiming at optimum regression subspaces. ESANN 2010

2000 – 2009

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2009
[c2]
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Axel J. Soto, Ignacio Ponzoni, Gustavo E. Vazquez:
Segregating Confident Predictions of Chemicals' Properties for Virtual Screening of Drugs. IWANN (2) 2009: 1005-1012
2008
[j1]
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  - journals/aepia/SotoCVP08
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Axel J. Soto, Rocío L. Cecchini, Gustavo E. Vazquez, Ignacio Ponzoni:
An Evolutionary Approach for Feature Selection applied to ADMET Prediction. Inteligencia Artif. 12(37): 55-63 (2008)
[c1]
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Axel J. Soto, Rocío L. Cecchini, Gustavo E. Vazquez, Ignacio Ponzoni:
A Wrapper-Based Feature Selection Method for ADMET Prediction Using Evolutionary Computing. EvoBIO 2008: 188-199

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