Grigori Sidorov

Producción científica

Producción científica por año 1999 2017 2019 2020 2021 2022 2023

• 73 Contribución a la conferencia
• 64 Artículo
• 42 Artículo de la conferencia
• 20 Capítulo
• 18 Más
  • 17 Editorial
  • 1 Artículo de revisión

Producción científica por año

Producción científica por año

Resultados de la búsqueda

• Contribución a la conferencia

  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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Document Clustering 100%
  • Enhancement 62%
  • Hierarchical clustering 61%
  • Identification Problem 61%
  • Information retrieval 51%
  2 Citas (Scopus)

• Evaluating the Impact of OCR Quality on Short Texts Classification Task

  Vitman, O., Kostiuk, Y., Plachinda, P., Zhila, A., Sidorov, G. & Gelbukh, A., 2022, Advances in Computational Intelligence - 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings. Pichardo Lagunas, O., Martínez Seis, B. & Martínez-Miranda, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 163-177 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13613 LNAI).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Text Classification 100%
  • Optical character recognition 70%
  • Text 54%
  • Optical Character Recognition 41%
  • Classifiers 41%
  1 Cita (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Named Entity Recognition 100%
  • Grammar 80%
  • Categorical or nominal 74%
  • Labeling 73%
  • Chemical analysis 48%
  3 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Expert System 100%
  • Natural Language 95%
  • Formal languages 92%
  • Expert systems 70%
  • Text 69%
  6 Citas (Scopus)

• 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, n.º PART 1).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Relational Model 100%
  • Textbooks 89%
  • Heuristic algorithm 84%
  • Syntactics 73%
  • Heuristic algorithms 71%
  1 Cita (Scopus)

• 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., 2018, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Proceedings. SanJuan, E., Murtagh, F., Nie, J. Y., Soulier, L., Cappellato, L., Bellot, P., Mothe, J., Trabelsi, C. & Ferro, N. (eds.). Springer Verlag, p. 216-223 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11018 LNCS).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • N-gram 100%
  • Clustering Analysis 92%
  • Hierarchical Clustering 83%
  • Hierarchical clustering 69%
  • TF-IDF 59%
  10 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  Acceso abierto

  • Hybrid Algorithm 100%
  • Alignment 90%
  • Linguistics 73%
  • Text 72%
  • Language 18%

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

  Markov, I., Stamatatos, E. & Sidorov, G., 2018, Computational Linguistics and Intelligent Text Processing - 18th International Conference, CICLing 2017, Revised Selected Papers. Gelbukh, A. (ed.). Springer Verlag, p. 289-302 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10762 LNCS).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • N-gram 100%
  • Preprocessing 68%
  • Tuning 46%
  • Character 45%
  • Text 18%
  16 Citas (Scopus)

• Improving Neural Machine Translation for Low Resource Languages Using Mixed Training: The Case of Ethiopian Languages

  Tonja, A. L., Kolesnikova, O., Arif, M., Gelbukh, A. & Sidorov, G., 2022, Advances in Computational Intelligence - 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings. Pichardo Lagunas, O., Martínez Seis, B. & Martínez-Miranda, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 30-40 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13613 LNAI).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Machine Translation 100%
  • Training 59%
  • Resources 52%
  • Language 40%
  • Transformer 10%
  5 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  Acceso abierto

  • Alignment 100%
  • Linguistics 96%
  • Language 62%
  • Dictionary 26%
  • Grammar 23%

• Individual vs. Group Violent Threats Classification in Online Discussions

  Ashraf, N., Mustafa, R., Sidorov, G. & Gelbukh, A., 20 abr. 2020, The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, p. 629-633 5 p. (The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Crime 100%
  • Macros 75%
  • Deep learning 74%
  • Classifiers 58%
  26 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  Acceso abierto

  • Alignment 100%
  • Text 80%
  • Evaluation 37%
  • Religious buildings 30%
  • Language 25%

• Mining Hidden Topics from Newspaper Quotations: The COVID-19 Pandemic

  Ta, T. H., Rahman, A. B. S., Sidorov, G. & Gelbukh, A., 2020, Advances in Computational Intelligence - 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Proceedings. Martínez-Villaseñor, L., Ponce, H., Herrera-Alcántara, O. & Castro-Espinoza, F. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 51-64 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12469 LNAI).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Mining 100%
  • Clustering Algorithm 35%
  • Training 28%
  • Clustering algorithms 24%
  • Human 24%
  2 Citas (Scopus)

• MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM

  Anusha, M. D., Balouchzahi, F., Shashirekha, H. L. & Sidorov, G., 2022, LTEDI 2022 - 2nd Workshop on Language Technology for Equality, Diversity and Inclusion, Proceedings of the Workshop. Chakravarthi, B. R., Bharathi, B., McCrae, J. P., Zarrouk, M., Bali, K. & Buitelaar, P. (eds.). Association for Computational Linguistics (ACL), p. 161-166 6 p. (LTEDI 2022 - 2nd Workshop on Language Technology for Equality, Diversity and Inclusion, Proceedings of the Workshop).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Resampling 100%
  • Speech 98%
  • YouTube 96%
  • Electronic data interchange 79%
  • Social Media 67%
  8 Citas (Scopus)

• MUCIC@TamilNLP-ACL2022: Abusive Comment Detection in Tamil Language using 1D Conv-LSTM

  Balouchzahi, F., Anusha, M. D., Shashirekha, H. L. & Sidorov, G., 2022, DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop. Chakravarthi, B. R., Priyadharshini, R., Madasamy, A. K., Krishnamurthy, P., Sherly, E. & Mahesan, S. (eds.). Association for Computational Linguistics (ACL), p. 64-69 6 p. (DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Short-term Memory 100%
  • Tamil 92%
  • N-gram 67%
  • Language 34%
  • Profanity 24%
  5 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  Acceso abierto

  • Corpus 100%
  • Dictionary 91%
  • Alignment 86%
  • Glossaries 71%
  • Linguistics 70%
  3 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Natural Language 100%
  • Query 77%
  • Formal languages 32%
  • Corpus 21%
  • Servers 19%
  1 Cita (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  Acceso abierto

  • Relational Model 100%
  • Indexing 89%
  • Data Model 81%
  • Data structures 59%
  • Concept Hierarchy 42%

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • N-gram 100%
  • Relevance 57%
  • Electronic Mail 17%
  • Learning algorithms 16%
  • Corpus 15%
  2 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Grammar Correction 100%
  • Rule-based Systems 72%
  • N-gram 72%
  • Knowledge based systems 55%
  • Language Acquisition 53%
  16 Citas (Scopus)

• 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 ene. 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Grammar Correction 100%
  • Rule-based Systems 72%
  • N-gram 72%
  • Knowledge based systems 55%
  • Language Acquisition 53%

• Science for Fun: The CLEF 2023 JOKER Track on Automatic Wordplay Analysis

  Ermakova, L., Miller, T., Bosser, A. G., Palma Preciado, V. M., Sidorov, G. & Jatowt, A., 2023, Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings. Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Caputo, A. & Kruschwitz, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 546-556 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13982 LNCS).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Evaluation 100%
  • Alike 91%
  • Meaning 62%
  • Human 61%
  • Knowledge 52%
  8 Citas (Scopus)

• 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 dic. 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Neuroimaging 100%
  • Markov processes 80%

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Vision 100%
  • Prototype 35%
  • Necessity 33%
  • Person 33%
  • Community 33%

• Sentiment Detection in Economics Texts

  Ojo, O. E., Gelbukh, A., Calvo, H., Adebanji, O. O. & Sidorov, G., 2020, Advances in Computational Intelligence - 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Proceedings. Martínez-Villaseñor, L., Ponce, H., Herrera-Alcántara, O. & Castro-Espinoza, F. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 271-281 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12469 LNAI).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Text 100%
  • Deep learning 95%
  • Economics 94%
  • Machine learning 78%
  • Intelligence 48%
  6 Citas (Scopus)

• 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, n.º PART 1).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Word Sense Disambiguation 100%
  • Strategy 38%
  • Context 25%
  • Target 23%
  • Knowledge-based 20%
  6 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Conceptual Graphs 100%
  • Summarization 93%
  • Semantics 42%
  • Text 23%
  • Graph structures 19%
  14 Citas (Scopus)

• 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, n.º PART 1).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • N-gram 100%
  • Syntactics 61%
  • Syntax 57%
  • Evidence 49%
  • Path Following 16%
  23 Citas (Scopus)

• 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, n.º PART 2).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • N-gram 100%
  • Syntactics 61%
  • Syntax 57%
  • Natural language processing systems 12%
  • Classifier 9%
  69 Citas (Scopus)

• The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation

  Belay, T. D., Tonja, A. L., Kolesnikova, O., Yimam, S. M., Ayele, A. A., Haile, S. B., Sidorov, G. & Gelbukh, A., 2022, 2022 International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2022. Alemneh, E., Nigussie, E. & Mekuria, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 84-89 6 p. (2022 International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2022).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  Acceso abierto

  • Machine Translation 100%
  • Normalization 70%
  • normalization 64%
  • Deep neural networks 29%
  • Translation Model 27%
  3 Citas (Scopus)

• The IPN-CIC team system submission for the WMT 2020 similar language task

  Menéndez-Salazar, L. A., Sidorov, G. & Costa-Jussà, M. R., 2020, 5th Conference on Machine Translation, WMT 2020 - Proceedings. Barrault, L., Bojar, O., Bougares, F., Chatterjee, R., Costa-Jussa, M. R., Federmann, C., Fishel, M., Fraser, A., Graham, Y., Guzman, P., Haddow, B., Huck, M., Yepes, A. J., Koehn, P., Martins, A., Morishita, M., Monz, C., Nagata, M., Nakazawa, T. & Negri, M. (eds.). Association for Computational Linguistics (ACL), p. 409-413 5 p. (5th Conference on Machine Translation, WMT 2020 - Proceedings).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Portuguese Language 100%
  • Research Teams 94%
  • Natural language processing systems 85%
  • Natural Language Processing (NLP) 84%
  • Tuning 81%
  1 Cita (Scopus)

• The Role of Emotions in Native Language Identification

  Markov, I., Nastase, V., Strapparava, C. & Sidorov, G., 2018, WASSA 2018 - 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 123-129 7 p. (WASSA 2018 - 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Native Language 100%
  • emotion 63%
  • Emotion 53%
  • Proficiency 21%
  • Polarity 18%
  5 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Partially Observable Markov Decision Process 100%
  • Markov processes 64%
  • Intelligent Tutoring Systems 54%
  • Intelligent systems 31%
  • Teaching 15%

• UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu

  Amjad, M., Sidorov, G., Zhila, A., Gelbukh, A. & Rosso, P., 16 dic. 2020, FIRE 2020 - Proceedings of the 12th Annual Meeting of the Forum for Information Retrieval Evaluation. Majumder, P., Mitra, M., Gangopadhyay, S. & Mehta, P. (eds.). Association for Computing Machinery, p. 37-40 4 p. (ACM International Conference Proceeding Series).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  Acceso abierto

  • Machine learning 100%
  • Sports 45%
  • Health 33%
  • Classifiers 32%
  • Neural networks 27%
  14 Citas (Scopus)

• UrduFake@FIRE2021: Shared Track on Fake News Identification in Urdu

  Amjad, M., Butt, S., Amjad, H. I., Zhila, A., Sidorov, G. & Gelbukh, A., 13 dic. 2021, FIRE 2021 - Proceedings of the 13th Annual Meeting of the Forum for Information Retrieval Evaluation. Ganguly, D., Gangopadhyay, S., Mitra, M., Majumder, P. & Majumder, P. (eds.). Association for Computing Machinery, p. 19-21 3 p. (ACM International Conference Proceeding Series).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  Acceso abierto

  • Classifiers 100%
  • Network architecture 66%
  • Neural networks 42%

• UrduThreat@ FIRE2021: Shared Track on Abusive Threat Identification in Urdu

  Amjad, M., Zhila, A., Sidorov, G., Labunets, A., Butt, S., Amjad, H. I., Vitman, O. & Gelbukh, A., 13 dic. 2021, FIRE 2021 - Proceedings of the 13th Annual Meeting of the Forum for Information Retrieval Evaluation. Ganguly, D., Gangopadhyay, S., Mitra, M., Majumder, P. & Majumder, P. (eds.). Association for Computing Machinery, p. 9-11 3 p. (ACM International Conference Proceeding Series).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva
  12 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Document Classification 100%
  • Dictionary 53%
  • Glossaries 53%
  • Hierarchy 45%
  • Text Classification 18%
  17 Citas (Scopus)

• 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 ago. 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Labels 100%
  • Vector spaces 34%

• Virality Prediction for News Tweets Using RoBERTa

  Maldonado-Sifuentes, C. E., Angel, J., Sidorov, G., Kolesnikova, O. & Gelbukh, A., 2021, Advances in Soft Computing - 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Proceedings. Batyrshin, I., Gelbukh, A. & Sidorov, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 81-95 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13068 LNAI).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  • Social Media 100%
  • Websites 94%
  • N-gram 92%
  • Prediction 88%
  • Corpus 74%
  3 Citas (Scopus)

• 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).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

  Acceso abierto

  • Zipf's law 100%
  • Heap 88%
  • Language 47%
  • Database Design 34%
  • Coefficient 32%
  43 Citas (Scopus)
• Capítulo

  Approach to construction of automatic morphological analysis systems for inflective languages with little effort

  Gelbukh, A. & Sidorov, G., 2003, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Gelbukh, A. (ed.). Springer Verlag, p. 215-220 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2588).

  Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

  Acceso abierto

  • Morphological Analysis 100%
  • Language 43%
  • Model Analysis 24%
  • Grammar 21%
  • Model 13%
  32 Citas (Scopus)

• Author profiling using texts in social networks

  Ameer, I. & Sidorov, G., 2 oct. 2020, Handbook of Research on Natural Language Processing and Smart Service Systems. IGI Global, p. 245-265 21 p.

  Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

  • Hotels 100%
  • Blogs 98%
  • Automatic identification 49%
  • Syntactics 42%
  • Marketing 39%
  3 Citas (Scopus)

• Automatic analysis of authorship using syntactic n-grams

  Sidorov, G., 2019, SpringerBriefs in Computer Science. Springer, p. 79-80 2 p. (SpringerBriefs in Computer Science).

  Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

  • Syntactics 100%
  • Experiments 34%

• Automatic syntactic analysis for detection of word combinations

  Gelbukh, A., Sidorov, G., Han, S. Y. & Hernández-Rubio, E., 2004, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Gelbukh, A. (ed.). Springer Verlag, p. 243-247 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2945).

  Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

  • Syntactics 100%
  • Syntax 94%
  • Glossaries 94%
  • Text 45%
  • Dictionary 29%
  5 Citas (Scopus)

• Configuration Module for Treating Design Anomalies in Databases for a Natural Language Interface to Databases

  Sidorov, G., Pazos R, R. A., Martínez F, J. A., Carpio, J. M. & Aguirre L, A. G., 2020, Studies in Computational Intelligence. Springer, p. 703-714 12 p. (Studies in Computational Intelligence; vol. 862).

  Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

  • Query languages 100%

• Continuous and noncontinuous syntactic n-grams

  Sidorov, G., 2019, SpringerBriefs in Computer Science. Springer, p. 63-67 5 p. (SpringerBriefs in Computer Science).

  Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

  • Syntactics 100%
  1 Cita (Scopus)

• Deep learning and vector space model

  Sidorov, G., 2019, SpringerBriefs in Computer Science. Springer, p. 41-43 3 p. (SpringerBriefs in Computer Science).

  Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

  • Vector spaces 100%
  • Deep learning 86%
  • Natural language processing systems 39%
  • Neural networks 39%
  • Artificial intelligence 28%

• Design of experiments in computational linguistics

  Sidorov, G., 2019, SpringerBriefs in Computer Science. Springer, p. 21-26 6 p. (SpringerBriefs in Computer Science).

  Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

  • Computational linguistics 100%
  • Dimensionality reduction 77%
  • Design of experiments 66%
  • Feature extraction 54%
  • Machine learning 52%

• Example of application of n-grams: Authorship attribution using syllables

  Sidorov, G., 2019, SpringerBriefs in Computer Science. Springer, p. 27-39 13 p. (SpringerBriefs in Computer Science).

  Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

  • Computational linguistics 100%
  • Vector spaces 36%
  • Linguistics 33%
  • Pipelines 27%
  • Machine learning 26%
  1 Cita (Scopus)

• Examples of construction of non-continuous syntactic n-grams

  Sidorov, G., 2019, SpringerBriefs in Computer Science. Springer, p. 71-78 8 p. (SpringerBriefs in Computer Science).

  Producción científica: Capítulo del libro/informe/acta de congreso › Capítulo › revisión exhaustiva

  • Syntactics 100%