Hiram Calvo

Research output

Research output per year 2003 2018 2019 2020 2022 2022

• 50 Article
• 45 Conference contribution
• 14 Chapter
• 6 Conference article
• 5 More
  • 3 Editorial
  • 2 Paper

Research output per year

Research output per year

Search results

• 2022

  Exploratory Data Analysis for the Automatic Detection of Question Paraphrasing in Collaborative Environments

  Alcantara, T. & Calvo, H., 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. 193-211 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13613 LNAI).

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

  • Exploratory Data Analysis 100%
  • Automatic identification 86%
  • Syntactics 74%
  • Classifiers 51%
  • Internet 49%

• News Intention Study and Automatic Estimation of Its Impact

  Macias, C., Calvo, H. & Gambino, O. J., 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. 83-100 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13613 LNAI).

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

  • Patents and inventions 100%
  • Internet 57%
  • Social Networks 51%
  • Express 37%
  • Polarity 26%

• Sequential Models for Sentiment Analysis: A Comparative Study

  Adebanji, O. O., Gelbukh, I., Calvo, H. & Ojo, O. E., 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. 227-235 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13613 LNAI).

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

  • Sequential Analysis 100%
  • Model Analysis 89%
  • Comparative Study 80%
  • Sentiment Analysis 34%
  • Performance Model 26%
  1 Scopus citations

• Techniques for Generating Language Learning Resources: A System for Generating Exercises for the Differentiation of Literal and Metaphorical Context

  Becerril, E. O. & Calvo, H., 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. 178-192 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13613 LNAI).

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

  • Language Acquisition 100%
  • Exercise 64%
  • Resources 58%
  • Students 46%
  • Computational linguistics 43%

• The Role of the Number of Examples in Convolutional Neural Networks with Hebbian Learning

  Aguilar-Canto, F. & Calvo, H., 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. 225-238 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13612 LNAI).

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

  • Hebbian Learning 100%
  • Neural Networks 54%
  • Convolutional neural networks 52%
  • Learning 52%
  • Computational neuroscience 45%
• 2021

  COVID-19 on the Time, Countries Deaths Monitoring and Comparison Dealing with the Pandemic

  Martínez, J. J., Gelbukh, A. & Calvo, H., 2021, Advances in Computational Intelligence - 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. 315-326 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13067 LNAI).

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

  • Monitoring 100%
  • Agglomeration 84%
  • Time series 84%
  • Websites 83%
  • Performance Indicators 32%
• 2020

  Authorship Link Retrieval Between Documents

  Calvo, H., García-Mendoza, C. V., Ruiz-Chávez, E. A. & Gambino, O. J., 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. 297-305 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12469 LNAI).

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

  • Retrieval 100%
  • Number of Clusters 66%
  • Document Clustering 49%
  • Authoring 48%
  • Hierarchical clustering 46%

• Automatic Story Generation: State of the Art and Recent Trends

  Herrera-González, B. D., Gelbukh, A. & Calvo, H., 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. 81-91 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12469 LNAI).

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

  • Narrative 100%
  • Trends 82%
  • Artificial intelligence 72%
  • Human 37%
  • History 37%
  3 Scopus citations

• Depression Detection in Social Media Using a Psychoanalytical Technique for Feature Extraction and a Cognitive Based Classifier

  Hosseini-Saravani, S. H., Besharati, S., Calvo, H. & 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. 282-292 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12469 LNAI).

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

  • Social Media 100%
  • Feature Extraction 82%
  • Classifier 62%
  • Feature extraction 42%
  • Classifiers 39%
  2 Scopus citations

• Does Supervised Learning of Sentence Candidates Produce the Best Extractive Summaries?

  Gutiérrez Hinojosa, S. J., Calvo, H., Moreno-Armendáriz, M. A. & Duchanoy, C., 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. 293-296 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12469 LNAI).

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

  • Supervised Learning 100%
  • Classifier 78%
  • Supervised learning 74%
  • Classifiers 49%
  • N-gram 39%

• 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).

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

  • Text 100%
  • Deep learning 95%
  • Economics 94%
  • Machine learning 78%
  • Intelligence 48%
  6 Scopus citations
• 2019

  Distribution of emotional reactions to news articles in twitter

  Gambino, O. J., Calvo, H. & García-Mendoza, C. V., 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 1419-1424 6 p. (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

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

  • News Articles 100%
  • twitter 65%
  • Sentiment 50%
  • news 48%
  • emotion 47%
  4 Scopus citations

• Handwritten Texts for Personality Identification Using Convolutional Neural Networks

  Valdez-Rodríguez, J. E., Calvo, H. & Felipe-Riverón, E. M., 2019, Pattern Recognition and Information Forensics - ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Revised Selected Papers. Sidère, N., Zhang, Z., Tian, Y., Jair Escalante, H., Suter, D. & Branzan Albu, A. (eds.). Springer Verlag, p. 140-145 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11188 LNCS).

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

  • Personality 100%
  • Neural Networks 70%
  • Text 70%
  • Convolutional neural networks 68%
  • Patch 59%
  7 Scopus citations
• 2018

  Author identification using latent dirichlet allocation

  Calvo, H., Hernández-Castañeda, Á. & García-Flores, J., 2018, Computational Linguistics and Intelligent Text Processing - 18th International Conference, CICLing 2017, Revised Selected Papers. Gelbukh, A. (ed.). Springer Verlag, p. 303-312 10 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 proceeding › Conference contribution › peer-review

  Open Access

  • Dirichlet 100%
  • Bayes Classifier 92%
  • Fingerprint 81%
  • Classifiers 79%
  • Performance 66%

• Cascading classifiers for twitter sentiment analysis with emotion lexicons

  Calvo, H. & Juárez Gambino, O., 2018, Computational Linguistics and Intelligent Text Processing - 17th International Conference, CICLing 2016, Revised Selected Papers. Gelbukh, A. (ed.). Springer Verlag, p. 270-280 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9624 LNCS).

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

  • Sentiment Analysis 100%
  • Emotion 71%
  • Classifier 58%
  • Sentiment analysis 57%
  • Corpus 46%
  2 Scopus citations

• Road perspective depth reconstruction from single images using reduce-refine-upsample CNNs

  Valdez-Rodríguez, J. E., Calvo, H. & Felipe-Riverón, E. M., 2018, Advances in Soft Computing - 16th Mexican International Conference on Artificial Intelligence, MICAI 2017, Proceedings. Miranda-Jiménez, S., Castro, F. & González-Mendoza, M. (eds.). Springer Verlag, p. 30-40 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10632 LNAI).

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

  • Neural Networks 100%
  • Convolutional neural networks 96%
  • Model 87%
  • Training 56%
  • Refinement 46%
  1 Scopus citations

• Semantic loss in autoencoder tree reconstruction based on different tuple-based algorithms

  Calvo, H., Rivera-Camacho, R. & Barrón-Fernndez, R., 2018, Progress in Artificial Intelligence and Pattern Recognition - 6th International Workshop, IWAIPR 2018, Proceedings. Heredia, Y. H., Núñez, V. M. & Shulcloper, J. R. (eds.). Springer Verlag, p. 174-181 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11047 LNCS).

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

  • Semantics 100%
  • Natural Language 37%
  • Batch 32%
  • Training 30%
  • Data Structures 29%
• 2017

  Intra-document and inter-document redundancy in multi-document summarization

  Carrillo-Mendoza, P., Calvo, H. & Gelbukh, A., 2017, Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings. Herrera-Alcantara, O. & Sidorov, G. (eds.). Springer Verlag, p. 105-115 11 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

  • Multi-document Summarization 100%
  • Redundancy 53%
  • Experiment 24%
  • Summarization 24%
  • Corpus 21%
  1 Scopus citations
• 2016

  A comparison between two Spanish sentiment lexicons in the twitter sentiment analysis task

  Gambino, O. J. & Calvo, H., 2016, Advances in Artificial Intelligence - IBERAMIA 2016 - 15th Ibero-American Conference on AI 2016, Proceedings. Escalante, H. J., Montes-y-Gomez, M., Segura, A. & de Dios Murillo, J. (eds.). Springer Verlag, p. 127-138 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10022 LNAI).

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

  • Sentiment Analysis 100%
  • Sentiment analysis 57%
  • Bayes Classifier 42%
  • Supervised Classification 38%
  • Corpus 34%
  9 Scopus citations

• Automatic text generation by learning from literary structures

  Daza, A., Calvo, H. & Figueroa-Nazuno, J., 2016, Proceedings of the 5th Workshop on Computational Linguistics for Literature, CLfL 2016 at the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2016. Feldman, A., Kazantseva, A. & Szpakowicz, S. (eds.). Association for Computational Linguistics (ACL), p. 9-19 11 p. (Proceedings of the 5th Workshop on Computational Linguistics for Literature, CLfL 2016 at the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2016).

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

  • Text Generation 100%
  • Literary Structure 87%
  • syntax 21%
  • learning 21%
  • methodology 21%
  7 Scopus citations

• Fast dynamic time warping feature extraction for EEG signal classification

  Calvo, H., Paredes, J. L. & Nazuno, J. F., 2016, Proceedings of a Special Session - 15th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence, MICAI 2016. Sidorov, G., Alcantara, O. H., Jimenez, S. M. & Lagunas, O. P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 146-151 6 p. (Proceedings of a Special Session - 15th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence, MICAI 2016).

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

  • Feature Extraction 100%
  • Warping 97%
  • Electroencephalogram (EEG) 71%
  • Electroencephalography 59%
  • Feature extraction 47%
• 2015

  A novel tire contact patch soft sensor via Neural Networks

  Urbina, L., Duchanoy, C. A., Faustino-González, G., Moreno-Armendáriz, M. A., Cruz-Villar, C. A. & Calvo, H., 14 Dec 2015, 2015 12th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2015. Institute of Electrical and Electronics Engineers Inc., 7357974. (2015 12th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2015).

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

  • Tires 100%
  • Neural networks 62%
  • Sensors 52%
  • Maneuverability 30%
  3 Scopus citations

• Opinion analysis in social networks using antonym concepts on graphs

  Calvo, H., 2015, Future Data and Security Engineering - 2nd International Conference, FDSE 2015, Proceedings. Takizawa, M., Neuhold, E., Dang, T. K., Thoai, N., Wagner, R. & Küng, J. (eds.). Springer Verlag, p. 109-120 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9446).

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

  • Social Networks 100%
  • Sentiment analysis 91%
  • Sentiment Analysis 53%
  • WordNet 47%
  • Concepts 43%

• Patrolling routes optimization using ant colonies

  Calvo, H., Godoy-Calderon, S., Moreno-Armendáriz, M. A. & Martínez-Hernández, V. M., 2015, Pattern Recognition-7th Mexican Conference, MCPR 2015, Proceedings. Olvera López, J. A., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F., Famili, F. & Sossa-Azuela, J. H. (eds.). Springer Verlag, p. 302-312 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9116).

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

  Open Access

  • Route Optimization 100%
  • Ant Colony 85%
  • Ant colony optimization 58%
  • Human Resources 47%
  • Ant Colony Algorithm 45%
  2 Scopus citations
• 2014

  CoNLL 2014 shared task: Grammatical error correction with a syntactic N-gram language model from a big corpora

  David Hernandez, S. & Calvo, H., 1 Jan 2014, CoNLL 2014 - 18th Conference on Computational Natural Language Learning, Proceedings of the Shared Task. Association for Computational Linguistics (ACL), p. 53-59 7 p. (CoNLL 2014 - 18th Conference on Computational Natural Language Learning, Proceedings of the Shared Task).

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

  • Language Model 100%
  • Grammatical Errors 99%
  • N-gram 90%
  • Error Correction 70%
  • Error correction 66%

• CoNLL 2014 shared task: Grammatical error correction with a syntactic N-gram language model from a big corpora

  David Hernandez, S. & Calvo, H., 2014, CoNLL 2014 - 18th Conference on Computational Natural Language Learning, Proceedings of the Shared Task. Association for Computational Linguistics (ACL), p. 53-59 7 p. (CoNLL 2014 - 18th Conference on Computational Natural Language Learning, Proceedings of the Shared Task).

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

  • Language Model 100%
  • Grammatical Errors 99%
  • N-gram 90%
  • Error Correction 70%
  • Error correction 66%
  10 Scopus citations

• Simple TF·IDF is not the best you can get for regionalism classification

  Calvo, H., 2014, Computational Linguistics and Intelligent Text Processing - 15th International Conference, CICLing 2014, Proceedings. PART 1 ed. Springer Verlag, p. 92-101 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8403 LNCS, no. PART 1).

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

  • TF-IDF 100%
  • Stoves 68%
  • Genetic programming 57%
  • Term 26%
  • Genetic Programming 13%
  4 Scopus citations

• Visual SLAM and Obstacle Avoidance in Real Time for Mobile Robots Navigation

  Moreno-Armendáriz, M. A. & Calvo, H., 2014, Proceedings - 2014 IEEE International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2014. Institute of Electrical and Electronics Engineers Inc., p. 44-49 6 p. 7120844. (Proceedings - 2014 IEEE International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2014).

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

  • Collision avoidance 100%
  • Mobile robots 89%
  • Navigation 76%
  • Autonomous vehicles 35%
  • Computer vision 28%
  8 Scopus citations
• 2013

  A reverse dictionary based on semantic analysis using wordnet

  Meńdez, O., Calvo, H. & Moreno-Armendáriz, M. A., 2013, Advances in Artificial Intelligence and Its Applications - 12th Mexican International Conference on Artificial Intelligence, MICAI 2013, Proceedings. PART 1 ed. p. 275-285 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

  • WordNet 100%
  • Semantic Analysis 92%
  • Dictionary 70%
  • Reverse 56%
  • Glossaries 55%
  17 Scopus citations

• Assessing the quality level of corn tortillas with inductive characterization and digital image analysis

  Moreno-Armendáriz, M. A., Godoy-Calderon, S., Calvo, H. & Rojas-Padilla, O. M., 2013, Pattern Recognition - 5th Mexican Conference, MCPR 2013, Proceedings. p. 40-53 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7914 LNCS).

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

  Open Access

  • Corn 100%
  • Digital Image 84%
  • Image Analysis 78%
  • Image analysis 60%
  • Digital Imaging 36%

• Link analysis for representing and retrieving legal information

  López Monroy, A., Calvo, H., Gelbukh, A. & García Pacheco, G., 2013, Computational Linguistics and Intelligent Text Processing - 14th International Conference, CICLing 2013, Proceedings. PART 2 ed. p. 380-393 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7817 LNCS, no. PART 2).

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

  • Link Analysis 100%
  • Text 52%
  • Information retrieval systems 22%
  • Shortest Path Algorithm 20%
  • Information Retrieval 19%
  10 Scopus citations
• 2011

  Co-related verb argument selectional preferences

  Calvo, H., Inui, K. & Matsumoto, Y., 2011, Computational Linguistics and Intelligent Text Processing - 12th International Conference, CICLing 2011, Proceedings. PART 1 ed. p. 133-143 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6608 LNCS, no. PART 1).

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

  • Semantics 100%
  • Latent Semantic Indexing 91%
  • WordNet 84%
  • Support Vector Machine 61%
  • Mutual Information 59%

• Dependency syntax analysis using grammar induction and a lexical categories precedence system

  Calvo, H., Gambino, O. J., Gelbukh, A. & Inui, K., 2011, Computational Linguistics and Intelligent Text Processing - 12th International Conference, CICLing 2011, Proceedings. PART 1 ed. p. 109-120 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6608 LNCS, no. PART 1).

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

  • Grammar 100%
  • Syntactics 95%
  • Proof by induction 92%
  • Syntax 90%
  • Text 57%
• 2010

  Music composition based on linguistic approach

  García Salas, H. A., Gelbukh, A. & Calvo, H., 2010, Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 1 ed. p. 117-128 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6437 LNAI, no. PART 1).

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

  Open Access

  • Music 100%
  • Linguistics 86%
  • Chemical analysis 50%
  • Probability distributions 36%
  • Acoustic waves 30%
  11 Scopus citations
• 2009

  Dependency language modeling using KNN and PLSI

  Calvo, H., Inui, K. & Matsumoto, Y., 2009, MICAI 2009: Advances in Artificial Intelligence - 8th Mexican International Conference on Artificial Intelligence, Proceedings. p. 136-144 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5845 LNAI).

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

  • Language Modeling 100%
  • K-nearest Neighbor 72%
  • Language Model 21%
  • Model 17%
  • Smoothing 12%
  1 Scopus citations

• Interpolated PLSI for learning plausible verb arguments

  Calvo, H., Inui, K. & Matsumoto, Y., 2009, PACLIC 23 - Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation. p. 622-629 8 p. (PACLIC 23 - Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation; vol. 2).

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

  • Verb Learning 100%
  • reconstruction 27%
  • semantics 25%
  • Verbs 24%
  • candidacy 23%
  1 Scopus citations

• Learning co-relations of plausible verb arguments with a WSM and a distributional thesaurus

  Calvo, H., Inui, K. & Matsumoto, Y., 2009, Progress in Pattern Recognition, Image Analysis, Computer Vision and Applications - 14th Iberoamerican Conference on Pattern Recognition, CIARP 2009, Proceedings. p. 363-370 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

  • Thesaurus 100%
  • Thesauri 75%
  • Learning 53%
  • Syntactics 20%
  • Acquisition 18%

• NLP for shallow question answering of legal documents using graphs

  Monroy, A., Calvo, H. & Gelbukh, A., 2009, Computational Linguistics and Intelligent Text Processing - 10th International Conference, CICLing 2009, Proceedings. p. 498-508 11 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

  Open Access

  • Question Answering 100%
  • Thesauri 89%
  • Natural language processing systems 85%
  • Information retrieval systems 84%
  • Document Retrieval 41%
  18 Scopus citations
• 2008

  Augmenting word space models for Word Sense Discrimination using an automatic thesaurus

  Calvo, H., 2008, Advances in Natural Language Processing - 6th International Conference, GoTAL 2008, Proceedings. p. 100-107 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5221 LNAI).

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

  • Thesaurus 100%
  • Thesauri 75%
  • Dictionary 72%
  • Discrimination 63%
  • Glossaries 57%

• Automatic polyphonic music composition using the EMILE and ABL grammar inductors

  Ortega-Pacheco, D. & Calvo, H., 2008, Progress in Pattern Recognition, Image Analysis and Applications - 13th Iberoamerican Congress on Pattern Recognition, CIARP 2008, Proceedings. p. 758-766 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5197 LNCS).

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

  Open Access

  • Music 100%
  • Grammar 82%
  • Chemical analysis 50%
  • Style 25%
  • N-gram 21%

• Improving unsupervised WSD with a dynamic thesaurus

  Tejada-Cárcamo, J., Calvo, H. & Gelbukh, A., 2008, Text, Speech and Dialogue - 11th International Conference, TSD 2008, Proceedings. p. 201-210 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5246 LNAI).

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

  • Thesaurus 100%
  • Thesauri 75%
  • Ambiguous 73%
  • Context 21%
  • Syntactics 20%
  1 Scopus citations

• Using graphs for shallow question answering on legal documents

  Monroy, A., Calvo, H. & Gelbukh, A., 2008, MICAI 2008: Advances in Artificial Intelligence - 7th Mexican International Conference on Artificial Intelligence, Proceedings. p. 165-173 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5317 LNAI).

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

  • Question Answering 100%
  • Information retrieval systems 42%
  • Vector spaces 36%
  • Information retrieval 34%
  • Information Retrieval 32%
  9 Scopus citations
• 2007

  On the usage of morphological tags for grammar induction

  Gambino, O. J. & Calvo, H., 2007, MICAI 2007: Advances in Artificial Intelligence - 6th Mexican International Conference on Artificial Intelligence, Proceedings. p. 912-921 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4827 LNAI).

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

  • Alignment 100%
  • Grammar 92%
  • Proof by induction 85%
  • Corpus 69%
  • Learning 62%
  2 Scopus citations
• 2006

  DILUCT: An open-source Spanish dependency parser based on rules, heuristics, and selectional preferences

  Calvo, H. & Gelbukh, A., 2006, Natural Language Processing and Information Systems - 11th International Conference on Applications of Natural Language to Information Systems, NLDB 2006, Proceedings. Springer Verlag, p. 164-175 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3999 LNCS).

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

  • Open Source 100%
  • Syntactics 74%
  • Heuristics 63%
  • Statistics 54%
  • Parsing 32%
  4 Scopus citations
• 2003

  Maintaining inter-sentential continuity of semantic indices with a knowledge base

  Calvo, H. & Gelbukh, A., 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. 634-637 4 p. 1275984. (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

  • Knowledge Base 100%
  • Semantics 65%
  • Resolve 37%
  • Text 35%