• Source: Scopus
  • Calculated based on no. of publications stored in Pure and citations from Scopus
19992020

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  • 2018

    Enhancement of performance of document clustering in the authorship identification problem with a weighted cosine similarity

    Martín-del-Campo-Rodríguez, C., Sidorov, G. & Batyrshin, I., 1 Jan 2018, Enhancement of performance of document clustering in the authorship identification problem with a weighted cosine similarity. p. 49-56 43 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11289 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Hierarchical clustering analysis: The best-performing approach at PAN 2017 author clustering task

    Gómez-Adorno, H., Martín-Del-Campo-Rodríguez, C., Sidorov, G., Alemán, Y., Vilariño, D. & Pinto, D., 1 Jan 2018, Hierarchical clustering analysis: The best-performing approach at PAN 2017 author clustering task. p. 216-223 193 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11018 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • Improving cross-topic authorship attribution: The role of pre-processing

    Markov, I., Stamatatos, E. & Sidorov, G., 1 Jan 2018, Improving cross-topic authorship attribution: The role of pre-processing. p. 289-302 258 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10762 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • 2017

    Author profiling with doc2vec neural network-based document embeddings

    Markov, I., Gómez-Adorno, H., Posadas-Durán, J. P., Sidorov, G. & Gelbukh, A., 1 Jan 2017, Author profiling with doc2vec neural network-based document embeddings. p. 117-131 103 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10062 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    25 Scopus citations
  • Comparison of character n-grams and lexical features on author, gender, and language variety identification on the same Spanish news corpus

    Sanchez-Perez, M. A., Markov, I., Gómez-Adorno, H. & Sidorov, G., 1 Jan 2017, Comparison of character n-grams and lexical features on author, gender, and language variety identification on the same Spanish news corpus. p. 145-151 129 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10456 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    13 Scopus citations
  • Relevance of named entities in authorship attribution

    Ríos-Toledo, G., Sidorov, G., Castro-Sánchez, N. A., Nava-Zea, A. & Chanona-Hernández, L., 1 Jan 2017, Relevance of named entities in authorship attribution. p. 3-15 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10061 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Toward optimal pedagogical action patterns by means of Partially Observable Markov Decision Process

    Mejía-Lavalle, M., Victorio, H., Martínez, A., Sidorov, G., Sucar, E. & Pichardo-Lagunas, O., 1 Jan 2017, Toward optimal pedagogical action patterns by means of Partially Observable Markov Decision Process. p. 473-480 424 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10062 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2015

    Adaptive algorithm for plagiarism detection: The best-performing approach at PAN 2014 text alignment competition

    Sanchez-Perez, M. A., Gelbukh, A. & Sidorov, G., 1 Jan 2015, Adaptive algorithm for plagiarism detection: The best-performing approach at PAN 2014 text alignment competition. p. 402-413 360 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9283).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    11 Scopus citations
  • Advances in Artificial Intelligence and Soft Computing: 14th Mexican International Conference on Artificial Intelligence, MICAI 2015 Cuernavaca, Morelos, Mexico, October 25–31, 2015 Proceedings, Part I

    Sidorov, G. & Galicia-Haro, S. N., 1 Jan 2015, Advances in Artificial Intelligence and Soft Computing: 14th Mexican International Conference on Artificial Intelligence, MICAI 2015 Cuernavaca, Morelos, Mexico, October 25–31, 2015 Proceedings, Part I. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9413).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2013

    Empirical study of machine learning based approach for opinion mining in tweets

    Sidorov, G., Miranda-Jiménez, S., Viveros-Jiménez, F., Gelbukh, A., Castro-Sánchez, N., Velásquez, F., Díaz-Rangel, I., Suárez-Guerra, S., Treviño, A. & Gordon, J., 10 Apr 2013, Empirical study of machine learning based approach for opinion mining in tweets. p. 1-14 1 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7629 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    69 Scopus citations
  • Rule-based system for automatic grammar correction using syntactic n-grams for english Language Learning (L2)

    Sidorov, G., Gupta, A., Tozer, M., Catala, D., Catena, A. & Fuentes, S., 1 Jan 2013, CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task. Association for Computational Linguistics (ACL), p. 96-101 6 p. (CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Simple window selection strategies for the simplified lesk algorithm for word sense disambiguation

    Viveros-Jiménez, F., Gelbukh, A. & Sidorov, G., 1 Dec 2013, Simple window selection strategies for the simplified lesk algorithm for word sense disambiguation. p. 217-227 194 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8265 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Summarizing conceptual graphs for automatic summarization task

    Miranda-Jiménez, S., Gelbukh, A. & Sidorov, G., 2 Dec 2013, Summarizing conceptual graphs for automatic summarization task. p. 245-253 219 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7735 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    11 Scopus citations
  • Syntactic dependency-based n-grams: More evidence of usefulness in classification

    Sidorov, G., Velasquez, F., Stamatatos, E., Gelbukh, A. & Chanona-Hernández, L., 3 Apr 2013, Syntactic dependency-based n-grams: More evidence of usefulness in classification. p. 13-24 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7816 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    18 Scopus citations
  • Syntactic dependency-based n-grams as classification features

    Sidorov, G., Velasquez, F., Stamatatos, E., Gelbukh, A. & Chanona-Hernández, L., 10 Apr 2013, Syntactic dependency-based n-grams as classification features. p. 1-11 1 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7630 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    46 Scopus citations
  • 2011

    Automatic acquisition of synonyms of verbs from an explanatory dictionary using hyponym and hyperonym relations

    Castro-Sánchez, N. A. & Sidorov, G., 14 Jul 2011, Automatic acquisition of synonyms of verbs from an explanatory dictionary using hyponym and hyperonym relations. p. 322-331 288 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6718 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Heuristic algorithm for extraction of facts using relational model and syntactic data

    Sidorov, G., Herrera-de-la-Cruz, J. A., Galicia-Haro, S. N., Posadas-Durán, J. P. & Chanona-Hernandez, L., 6 Dec 2011, Heuristic algorithm for extraction of facts using relational model and syntactic data. p. 328-337 294 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7094 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2010

    Analysis of definitions of verbs in an explanatory dictionary for automatic extraction of actants based on detection of patterns

    Castro-Sánchez, N. A. & Sidorov, G., 16 Aug 2010, Analysis of definitions of verbs in an explanatory dictionary for automatic extraction of actants based on detection of patterns. p. 233-239 209 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6177 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Scopus citations
  • Automatic term extraction using log-likelihood based comparison with general reference corpus

    Gelbukh, A., Sidorov, G., Lavin-Villa, E. & Chanona-Hernandez, L., 16 Aug 2010, Automatic term extraction using log-likelihood based comparison with general reference corpus. p. 248-255 222 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6177 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    32 Scopus citations
  • 2009

    Formal grammar for Hispanic named entities analysis

    Barceló, G., Cendejas, E., Sidorov, G. & Bolshakov, I. A., 21 Jul 2009, Formal grammar for Hispanic named entities analysis. p. 183-194 163 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5449 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Hybrid algorithm for word-level alignment of parallel texts

    Cendejas, E., Barceló, G., Gelbukh, A. & Sidorov, G., 1 Dec 2009, Hybrid algorithm for word-level alignment of parallel texts. p. 293-294 263 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5723 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Incorporating linguistic information to statistical word-level alignment

    Cendejas, E., Barceló, G., Gelbukh, A. & Sidorov, G., 1 Dec 2009, Incorporating linguistic information to statistical word-level alignment. p. 387-394 347 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5856 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Search interface to a Mayan glyph database based on visual characteristics

    Sidorov, G., Pichardo-Lagunas, O. & Chanona-Hernandez, L., 1 Dec 2009, Search interface to a Mayan glyph database based on visual characteristics. p. 222-229 199 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5723 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2008

    Division of Spanish words into morphemes with a genetic algorithm

    Gelbukh, A., Sidorov, G., Lara-Reyes, D. & Chanona-Hernandez, L., 28 Jul 2008, Division of Spanish words into morphemes with a genetic algorithm. p. 19-26 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5039 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • 2007

    Lexical-based alignment for reconstruction of structure in parallel texts

    Gelbukh, A., Sidorov, G. & Chanona-Hernandez, L., 1 Dec 2007, Lexical-based alignment for reconstruction of structure in parallel texts. p. 401-406 360 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4592 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Prepositions and conjunctions in a natural language interfaces to databases

    González B., J. J., Pazos R., R. A., Gelbukh, A., Sidorov, G., Fraire H., H. & Cruz C., I. C., 1 Dec 2007, Prepositions and conjunctions in a natural language interfaces to databases. p. 173-182 154 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4743 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • 2006

    A bilingual corpus of novels aligned at paragraph level

    Gelbukh, A., Sidorov, G. & Vera-Félix, J. Á., 1 Jan 2006, A bilingual corpus of novels aligned at paragraph level. p. 16-23 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4139 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Alignment of paragraphs in bilingual texts using bilingual dictionaries and dynamic programming

    Gelbukh, A. & Sidorov, G., 1 Jan 2006, Alignment of paragraphs in bilingual texts using bilingual dictionaries and dynamic programming. p. 824-833 740 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4225 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Generation of natural language explanations of rules in an expert system

    De Los Angeles Alonso-Lavernia, M., De-La-Cruz-Rivera, A. V. & Sidorov, G., 7 Jul 2006, Generation of natural language explanations of rules in an expert system. p. 311-314 279 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3878 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • Paragraph-level alignment of an english-spanish parallel corpus of fiction texts using bilingual dictionaries

    Gelbukh, A., Sidorov, G. & Vera-Félix, J. Á., 1 Jan 2006, Paragraph-level alignment of an english-spanish parallel corpus of fiction texts using bilingual dictionaries. p. 61-67 54 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4188 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • 2005

    A domain independent natural language interface to databases capable of processing complex queries

    Rangel, R. A. P., Joaquín Pérez, O., Juan Javier González, B., Gelbukh, A., Sidorov, G. & Myriam, J. R. M., 1 Dec 2005, A domain independent natural language interface to databases capable of processing complex queries. p. 833-842 748 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3789 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    11 Scopus citations
  • 2002

    Automatic selection of defining vocabulary in an explanatory dictionary

    Gelbukh, A. & Sidorov, G., 1 Jan 2002, Automatic selection of defining vocabulary in an explanatory dictionary. p. 300-303 269 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2276).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Compilation of a Spanish representative corpus

    Gelbukh, A., Sidorov, G. & Chanona-Hernández, L., 1 Jan 2002, Compilation of a Spanish representative corpus. p. 285-288 256 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2276).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations
  • 2001

    Zipf and heaps laws? Coefficients depend on language

    Gelbukh, A. & Sidorov, G., 1 Jan 2001, Zipf and heaps laws? Coefficients depend on language. p. 332-335 298 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2004).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    35 Scopus citations
  • 2000

    Dictionary-based method for coherence maintenance in man-machine dialogue with indirect antecedents and ellipses

    Gelbukh, A., Sidorov, G. & Bolshakov, I. A., 1 Jan 2000, Dictionary-based method for coherence maintenance in man-machine dialogue with indirect antecedents and ellipses. p. 357-362 320 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1902).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • 1999

    Use of a weighted topic hierarchy for document classification?

    Gelbukh, A., Sidorov, G. & Guzman-Arénas, A., 1 Jan 1999, Use of a weighted topic hierarchy for document classification?. p. 133-138 119 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1692).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    16 Scopus citations