Grigori Sidorov

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Grigori Sidorov

Researcher

 https://orcid.org/0000-0003-3901-3522

  • Mexico

Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
19992023

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  • 1999

    A method of describing document contents through topic selection

    Gelbukh, A., Sidorov, G. & Guzman-Arenas, A., 1999, String Processing and Information Retrieval Symposium and International Workshop on Groupware, SPIRE 1999 and CRIWG 1999. Institute of Electrical and Electronics Engineers Inc., p. 73-80 8 p. 796580. (String Processing and Information Retrieval Symposium and International Workshop on Groupware, SPIRE 1999 and CRIWG 1999).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    14 Scopus citations

  • Use of a weighted topic hierarchy for document classification?

    Gelbukh, A., Sidorov, G. & Guzman-Arénas, A., 1999, Text, Speech and Dialogue - 2nd International Workshop, TSD 1999, Proceedings. Matousek, V., Mautner, P., Oceláková, J. & Sojka, P. (eds.). Springer Verlag, p. 133-138 6 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 proceeding › Conference contribution › peer-review

    17 Scopus citations
  • 2000

    Coherence maintenance in human-machine dialogue: Indirect antecedents and ellipses

    Gelbukh, A., Sidorov, G. & Bolshakov, I. A., 2000, Proceedings - 11th International Workshop on Database and Expert Systems Applications, DEXA 2000. Tjoa, A. M., Wagner, R. R. & AI-Zobaidie, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 96-100 5 p. 875010. (Proceedings - International Workshop on Database and Expert Systems Applications, DEXA; vol. 2000-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

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

    Gelbukh, A., Sidorov, G. & Bolshakov, I. A., 2000, Text, Speech and Dialogue - 3rd International Workshop, TSD 2000, Proceedings. Sojka, P., Kopecek, I. & Pala, K. (eds.). Springer Verlag, p. 357-362 6 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 proceeding › Conference contribution › peer-review

    4 Scopus citations
  • 2001

    Zipf and heaps laws? Coefficients depend on language

    Gelbukh, A. & Sidorov, G., 2001, Computational Linguistics and Intelligent Text Processing - 2nd International Conference, CICLing 2001, Proceedings. Gelbukh, A. (ed.). Springer Verlag, p. 332-335 4 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 proceeding › Conference contribution › peer-review

    Open Access
    43 Scopus citations
  • 2002

    Automatic selection of defining vocabulary in an explanatory dictionary

    Gelbukh, A. & Sidorov, G., 2002, Computational Linguistics and Intelligent Text Processing - 3rd International Conference, CICLing 2002, Proceedings. Gelbukh, A. (ed.). Springer Verlag, p. 300-303 4 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 proceeding › Conference contribution › peer-review

    Open Access
    7 Scopus citations

  • Compilation of a Spanish representative corpus

    Gelbukh, A., Sidorov, G. & Chanona-Hernández, L., 2002, Computational Linguistics and Intelligent Text Processing - 3rd International Conference, CICLing 2002, Proceedings. Gelbukh, A. (ed.). Springer Verlag, p. 285-288 4 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 proceeding › Conference contribution › peer-review

    10 Scopus citations

  • Relational data model in document hierarchical indexing

    Gelbukh, A., Sidorov, G. & Guzmán-Arenas, A., 2002, Advances in Natural Language Processing - 3rd International Conference, PorTAL 2002, Proceedings. Ranchhod, E. & Mamede, N. J. (eds.). Springer Verlag, p. 259-262 4 p. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); vol. 2389).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2003

    Automatic measuring of semantic distances between word senses in a Spanish explanatory dictionary

    Gelbukh, A., Sidorov, G. & Chanona-Hernandez, L., 2003, Proceedings of the IASTED International Conference on Computer Science and Technology. Sahni, S. (ed.). p. 399-404 6 p. (Proceedings of the IASTED International Conference on Computer Science and Technology).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Compression of Boolean inverted files by document ordering

    Gelbukh, A., Han, S. Y. & Sidorov, G., 2003, NLP-KE 2003 - 2003 International Conference on Natural Language Processing and Knowledge Engineering, Proceedings. Zong, C. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 244-249 6 p. 1275907. (NLP-KE 2003 - 2003 International Conference on Natural Language Processing and Knowledge Engineering, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    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., 2005, MICAI 2005: Advances in Artificial Intelligence - 4th Mexican International Conference on Artificial Intelligence, Proceedings. p. 833-842 10 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 proceeding › Conference contribution › peer-review

    Open Access
    14 Scopus citations
  • 2006

    A bilingual corpus of novels aligned at paragraph level

    Gelbukh, A., Sidorov, G. & Vera-Félix, J. Á., 2006, "Advances in Natural Language Processing 5th International Conference on NLP, FinTAL 2006, Proceedings". Springer Verlag, p. 16-23 8 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 proceeding › Conference contribution › peer-review

    2 Scopus citations

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

    Gelbukh, A. & Sidorov, G., 2006, Progress in Pattern Recognition, Image Analysis and Applications - 11th Iberoamerican Congress in Pattern Recognition, CIARP 2006, Proceedings. Springer Verlag, p. 824-833 10 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 proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • Combined lesk-based method for words senses disambiguation

    Ledo-Mezquita, Y., Sidorov, G. & Cubells, V., 2006, Proceedings - 15th International Conference on Computing, CIC 2006. p. 105-108 4 p. 4023795. (Proceedings - 15th International Conference on Computing, CIC 2006).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 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., 2006, Computational Linguistics and Intelligent Text Processing - 7th International Conference, CICLing 2006, Proceedings. Springer Verlag, p. 311-314 4 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 proceeding › Conference contribution › peer-review

    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., 2006, Text, Speech and Dialogue - 9th International Conference, TSD 2006, Proceedings. Springer Verlag, p. 61-67 7 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 proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations
  • 2007

    Lexical-based alignment for reconstruction of structure in parallel texts

    Gelbukh, A., Sidorov, G. & Chanona-Hernandez, L., 2007, Natural Language Processing and Information Systems - 12th International Conference on Applications of Natural Language to Information Systems, NLDB 2007, Proceedings. Springer Verlag, p. 401-406 6 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 proceeding › Conference contribution › peer-review

    Open Access

  • 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., 2007, Frontiers of High Performance Computing and Networking - ISPA 2007 Workshops. ISPA 2007 International Workshops - SSDSN, UPWN, WISH, SGC, ParDMCom,HiPCoMB, and IST-AWSN, Proceedings. Springer Verlag, p. 173-182 10 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 proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2008

    Division of Spanish words into morphemes with a genetic algorithm

    Gelbukh, A., Sidorov, G., Lara-Reyes, D. & Chanona-Hernandez, L., 2008, Natural Language and Information Systems - 13th International Conference on Applications of Natural Language to Information Systems, NLDB 2008, Proceedings. p. 19-26 8 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 proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations
  • 2009

    Formal grammar for Hispanic named entities analysis

    Barceló, G., Cendejas, E., Sidorov, G. & Bolshakov, I. A., 2009, Computational Linguistics and Intelligent Text Processing - 10th International Conference, CICLing 2009, Proceedings. p. 183-194 12 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 proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Hybrid algorithm for word-level alignment of parallel texts

    Cendejas, E., Barceló, G., Gelbukh, A. & Sidorov, G., 2009, Natural Language Processing and Information Systems - 14th International Conference on Applications of Natural Language to Information Systems, NLDB 2009, Revised Papers. p. 293-294 2 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 proceeding › Conference contribution › peer-review

    Open Access

  • Incorporating linguistic information to statistical word-level alignment

    Cendejas, E., Barceló, G., Gelbukh, A. & Sidorov, G., 2009, Progress in Pattern Recognition, Image Analysis, Computer Vision and Applications - 14th Iberoamerican Conference on Pattern Recognition, CIARP 2009, Proceedings. p. 387-394 8 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 proceeding › Conference contribution › peer-review

    Open Access

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

    Sidorov, G., Pichardo-Lagunas, O. & Chanona-Hernandez, L., 2009, Natural Language Processing and Information Systems - 14th International Conference on Applications of Natural Language to Information Systems, NLDB 2009, Revised Papers. p. 222-229 8 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 proceeding › Conference contribution › peer-review

  • 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., 2010, Natural Language Processing and Information Systems - 15th International Conference on Applications of Natural Language to Information Systems, NLDB 2010, Proceedings. p. 233-239 7 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 proceeding › Conference contribution › peer-review

    11 Scopus citations

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

    Gelbukh, A., Sidorov, G., Lavin-Villa, E. & Chanona-Hernandez, L., 2010, Natural Language Processing and Information Systems - 15th International Conference on Applications of Natural Language to Information Systems, NLDB 2010, Proceedings. p. 248-255 8 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 proceeding › Conference contribution › peer-review

    37 Scopus citations

  • English-Spanish large statistical dictionary of inflectional forms

    Sidorov, G., Barrón-Cedeño, A. & Rosso, P., 2010, Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010. Tapias, D., Russo, I., Hamon, O., Piperidis, S., Calzolari, N., Choukri, K., Mariani, J., Mazo, H., Maegaard, B., Odijk, J. & Rosner, M. (eds.). European Language Resources Association (ELRA), p. 277-281 5 p. (Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2011

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

    Castro-Sánchez, N. A. & Sidorov, G., 2011, Pattern Recognition - Third Mexican Conference, MCPR 2011, Proceedings. p. 322-331 10 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 proceeding › Conference contribution › peer-review

    Open Access
    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., 2011, Advances in Artificial Intelligence - 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, Proceedings. PART 1 ed. p. 328-337 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7094 LNAI, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 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., 2013, Advances in Artificial Intelligence - 11th Mexican International Conference on Artificial Intelligence, MICAI 2012, Revised Selected Papers. PART 1 ed. p. 1-14 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7629 LNAI, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    92 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 proceeding › Conference contribution › peer-review

  • 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., 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 proceeding › Conference contribution › peer-review

    16 Scopus citations

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

    Viveros-Jiménez, F., Gelbukh, A. & Sidorov, G., 2013, Advances in Artificial Intelligence and Its Applications - 12th Mexican International Conference on Artificial Intelligence, MICAI 2013, Proceedings. PART 1 ed. p. 217-227 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8265 LNAI, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Summarizing conceptual graphs for automatic summarization task

    Miranda-Jiménez, S., Gelbukh, A. & Sidorov, G., 2013, Parameterized and Exact Computation - 7th International Symposium, IPEC 2012, Proceedings. p. 245-253 9 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 proceeding › Conference contribution › peer-review

    14 Scopus citations

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

    Sidorov, G., Velasquez, F., Stamatatos, E., Gelbukh, A. & Chanona-Hernández, L., 2013, Computational Linguistics and Intelligent Text Processing - 14th International Conference, CICLing 2013, Proceedings. PART 1 ed. p. 13-24 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7816 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    23 Scopus citations

  • Syntactic dependency-based n-grams as classification features

    Sidorov, G., Velasquez, F., Stamatatos, E., Gelbukh, A. & Chanona-Hernández, L., 2013, Advances in Artificial Intelligence - 11th Mexican International Conference on Artificial Intelligence, MICAI 2012, Revised Selected Papers. PART 2 ed. p. 1-11 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7630 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    69 Scopus citations
  • 2015

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

    Sanchez-Perez, M. A., Gelbukh, A. & Sidorov, G., 2015, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 6th International Conference of the CLEF Association, CLEF 2015, Proceedings. Juan, E. S., Savoy, J., Mothe, J., Kamps, J., Jones, G. J. F., Ferro, N., Pinel-Sauvagnat, K. & Cappellato, L. (eds.). Springer Verlag, p. 402-413 12 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 proceeding › Conference contribution › peer-review

    17 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., 2015, Advances in Artificial Intelligence and Soft Computing - 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, Proceedings. Sidorov, G. & Galicia-Haro, S. N. (eds.). Springer Verlag, (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 proceeding › Conference contribution › peer-review

  • CICBUAPnlp: Graph-Based Approach for Answer Selection in Community Question Answering Task

    Gómez-Adorno, H., Sidorov, G., Vilariño, D. & Pinto, D., 2015, SemEval 2015 - 9th International Workshop on Semantic Evaluation, co-located with the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2015 - Proceedings. Nakov, P., Zesch, T., Cer, D. & Jurgens, D. (eds.). Association for Computational Linguistics (ACL), p. 18-22 5 p. (SemEval 2015 - 9th International Workshop on Semantic Evaluation, co-located with the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2015 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Computing text similarity using Tree Edit Distance

    Sidorov, G., Gomez-Adorno, H., Markov, I., Pinto, D. & Loya, N., 29 Sep 2015, 2015 Annual Meeting of the North American Fuzzy Information Processing Society, NAFIPS 2015. Institute of Electrical and Electronics Engineers Inc., 7284129. (Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS; vol. 2015-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    25 Scopus citations

  • Using soft similarity in multi-label classification for reuters-21578 corpus

    Trejo, V. C., Sidorov, G., Ibarra, M. M., Jiménez, S. M. & Martínez, R. C., 25 Aug 2015, Proceedings of Special Session 2014 13th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence, MICAI 2014. Gelbukh, A., Galicia-Haro, S. N. & Castro Espinoza, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3-8 6 p. 7222835. (Proceedings of Special Session 2014 13th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence, MICAI 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2016

    CICBUAPnlp at SemEval-2016 task 4-a: Discovering Twitter Polarity using enhanced embeddings

    Gómez-Adorno, H., Sidorov, G., Vilariño, D. & Pinto, D., 2016, SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings. Association for Computational Linguistics (ACL), p. 145-148 4 p. (SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Searching for cerebrovascular disease optimal treatment recommendations applying markovian processes

    Victorio-Meza, H., Mejia-Lavalle, M., Rebollar, A. M., Ortega, J. P., Lagunas, O. P. & Sidorov, G., 22 Dec 2016, Proceedings - 2016 International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2016. Institute of Electrical and Electronics Engineers Inc., p. 48-52 5 p. 7796030. (Proceedings - 2016 International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2017

    Author profiling with doc2vec neural network-based document embeddings

    Markov, I., Gómez-Adorno, H., Posadas-Durán, J. P., Sidorov, G. & Gelbukh, A., 2017, Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings. Pichardo-Lagunas, O. & Miranda-Jimenez, S. (eds.). Springer Verlag, p. 117-131 15 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 proceeding › Conference contribution › peer-review

    34 Scopus citations

  • Cic-fbk approach to native language identification

    Markov, I., Chen, L., Strapparava, C. & Sidorov, G., 2017, EMNLP 2017 - 12th Workshop on Innovative Use of NLP for Building Educational Applications, BEA 2017 - Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 374-381 8 p. (EMNLP 2017 - 12th Workshop on Innovative Use of NLP for Building Educational Applications, BEA 2017 - Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    17 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., 2017, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 8th International Conference of the CLEF Association, CLEF 2017, Proceedings. Goeuriot, L., Gonzalo, J., Jones, G. J. F., Kelly, L., Mandl, T., Cappellato, L., Ferro, N. & Lawless, S. (eds.). Springer Verlag, p. 145-151 7 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 proceeding › Conference contribution › peer-review

    17 Scopus citations

  • Discriminating between similar languages using a combination of typed and untyped character n-grams and words

    Gómez-Adorno, H., Markov, I., Baptista, J., Sidorov, G. & Pinto, D., 2017, VarDial 2017 - 4th Workshop on NLP for Similar Languages, Varieties and Dialects, Proceedings. Association for Computational Linguistics (ACL), p. 137-145 9 p. (VarDial 2017 - 4th Workshop on NLP for Similar Languages, Varieties and Dialects, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    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., 2017, Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings. Herrera-Alcantara, O. & Sidorov, G. (eds.). Springer Verlag, p. 3-15 13 p. (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 proceeding › Conference contribution › peer-review

    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., 2017, Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings. Pichardo-Lagunas, O. & Miranda-Jimenez, S. (eds.). Springer Verlag, p. 473-480 8 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 proceeding › Conference contribution › peer-review

  • 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., 2018, Advances in Computational Intelligence - 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Proceedings. Batyrshin, I., de Lourdes Martínez-Villaseñor, M. & Ponce Espinosa, H. E. (eds.). Springer Verlag, p. 49-56 8 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 proceeding › Conference contribution › peer-review

    2 Scopus citations

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

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    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations