Centro de Investigación en Computación (CIC)

Research output

Research output per year 1979 2009 2011 2012 2014 2015 2016 2017 2018 2019 2020 2021 2022 2024

• 37192 Citations
• 78 h-index
• 1208 Article
• 770 Conference contribution
• 167 Conference article
• 100 Chapter
• 159 More
  • 90 Editorial
  • 35 Paper
  • 22 Review article
  • 10 Comment/debate
  • 1 Book
  • 1 Letter

Research output per year

Research output per year

Search results

• 2023

  Addressing the Issue of Unavailability of Parallel Corpus Incorporating Monolingual Corpus on PBSMT System for English-Manipuri Translation

  Achom, A., Pakray, P. & Gelbukh, A., 2023, Computational Linguistics and Intelligent Text Processing - 19th International Conference, CICLing 2018, Revised Selected Papers. Gelbukh, A. (ed.). Springer Science and Business Media Deutschland GmbH, p. 299-319 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13396 LNCS).

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

  • Corpus 100%
  • Statistical Machine Translation 94%
  • Language 36%
  • Open Source 34%
  • Tuning 29%

• An Abstractive Text Summarization Using Recurrent Neural Network

  Debnath, D., Pakray, P., Das, R. & Gelbukh, A., 2023, Computational Linguistics and Intelligent Text Processing - 19th International Conference, CICLing 2018, Revised Selected Papers. Gelbukh, A. (ed.). Springer Science and Business Media Deutschland GmbH, p. 364-378 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13397 LNCS).

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

  • Summarization 100%
  • Corpus 89%
  • Recurrent Neural Networks 85%
  • Long short-term memory 77%
  • Recurrent neural networks 69%

• Analysis of N-Way K-Shot Malware Detection Using Few-Shot Learning

  Chui, K. T., Gupta, B. B., Lee, L. K. & Torres-Ruiz, M., 2023, International Conference on Cyber Security, Privacy and Networking, ICSPN 2022. Nedjah, N., Martínez Pérez, G. & Gupta, B. B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 33-44 12 p. (Lecture Notes in Networks and Systems; vol. 599 LNNS).

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

  • Malware 100%
  • Big data 20%
  • Machine learning 16%

• Comparison of Text Classification Methods Using Deep Learning Neural Networks

  Amjad, M., Gelbukh, A., Voronkov, I. & Saenko, A., 2023, Computational Linguistics and Intelligent Text Processing - 20th International Conference, CICLing 2019, Revised Selected Papers. Gelbukh, A. (ed.). Springer Science and Business Media Deutschland GmbH, p. 438-450 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13452 LNCS).

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

  • Text Classification 100%
  • Neural Networks 54%
  • Text 54%
  • Learning 53%
  • Deep learning 52%

• Early Fall Prediction Using Hybrid Recurrent Neural Network and Long Short-Term Memory

  Chui, K. T., Lytras, M. D., Liu, R. W., Zhao, M. & Ruiz, M. T., 2023, International Conference on Intelligent Computing Optimization. p. 34-41 8 p.

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

• Early Fall Prediction Using Hybrid Recurrent Neural Network and Long Short-Term Memory

  Chui, K. T., Lytras, M. D., Liu, R. W., Zhao, M. & Ruiz, M. T., 2023, Intelligent Computing and Optimization - Proceedings of the 5th International Conference on Intelligent Computing and Optimization, ICO 2022. Vasant, P., Weber, G-W., Marmolejo-Saucedo, J. A., Munapo, E. & Thomas, J. J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 34-41 8 p. (Lecture Notes in Networks and Systems; vol. 569 LNNS).

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

  • Long short-term memory 100%
  • Recurrent neural networks 89%
  • Particle swarm optimization (PSO) 23%
  • Machine learning 21%
  • Uncertainty 17%

• 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).

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

  • Evaluation 100%
  • Alike 91%
  • Meaning 62%
  • Human 61%
  • Knowledge 52%
  8 Scopus citations
• 2022

  3D Convolutional Neural Network to Enhance Small-Animal Positron Emission Tomography Images in the Sinogram Domain

  Rodríguez Hernández, L. J., Ochoa Domínguez, H. D. J., Vergara Villegas, O. O., Cruz Sánchez, V. G., Sossa Azuela, J. H. & Polanco González, J., 2022, Pattern Recognition - 14th Mexican Conference, MCPR 2022, Proceedings. Vergara-Villegas, O. O., Cruz-Sánchez, V. G., Sossa-Azuela, J. H., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 94-104 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13264 LNCS).

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

  • Positron Emission Tomography 100%
  • Positron emission tomography 90%
  • Animals 70%
  • Phantoms 69%
  • Training 68%
  1 Scopus citations

• A Comparative Study of Neural Computing Approaches for Semantic Segmentation of Breast Tumors on Ultrasound Images

  Aguilar-Camacho, L. E., Gómez-Flores, W. & Sossa-Azuela, J. H., 2022, 27th Brazilian Congress on Biomedical Engineering - Proceedings of CBEB 2020. Bastos-Filho, T. F., de Oliveira Caldeira, E. M. & Frizera-Neto, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 1649-1657 9 p. (IFMBE Proceedings; vol. 83).

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

  • Tumors 100%
  • Convolutional neural networks 88%
  • Multilayer 86%
  • Ultrasonics 83%
  • Semantics 66%
  2 Scopus citations

• Adaptable Register File Organization for Vector Processors

  Lazo, C. R., Reggiani, E., Morales, C. R., Figueras Bague, R., Villa Vargas, L. A., Ramirez Salinas, M. A., Cortes, M. V., Sabri Unsal, O. & Cristal, A., 2022, Proceedings - 2022 IEEE International Symposium on High-Performance Computer Architecture, HPCA 2022. IEEE Computer Society, p. 786-799 14 p. (Proceedings - International Symposium on High-Performance Computer Architecture; vol. 2022-April).

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

  Open Access

  • File organization 100%
  • Electric power utilization 1%
  • Simulators 1%
  1 Scopus citations

• CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments

  Balouchzahi, F., Butt, S., Sidorov, G. & Gelbukh, A., 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. 206-211 6 p. (LTEDI 2022 - 2nd Workshop on Language Technology for Equality, Diversity and Inclusion, Proceedings of the Workshop).

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

  • Transformer 100%
  • Speech 99%
  • Electronic data interchange 80%
  • English People 55%
  • Quality of Life 55%
  7 Scopus citations

• Design and Installation of an IoT Electricity and Water Technological and Monitoring Solution

  Escamilla-Ambrosio, P. J., Pulido-Navarro, M. G., Ramírez-Salinas, M. A., Moreno-Ibarra, M. A. & Sossa-Azuela, J. H., 2022, Smart Cities - 4th Ibero-American Congress, ICSC-Cities 2021, Revised Selected Papers. Nesmachnow, S. & Hernández Callejo, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 297-310 14 p. (Communications in Computer and Information Science; vol. 1555 CCIS).

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

  • Electricity 100%
  • Monitoring 74%
  • Water 72%
  • Internet of things 60%
  • Design 45%

• EmoThreat@FIRE2022: Shared Track on Emotions and Threat Detection in Urdu

  Butt, S., Amjad, M., Balouchzah, F., Ashraf, N., Sharma, R., Sidorov, G. & Gelbukh, A., 9 Dec 2022, FIRE 2022 - Proceedings of the 14th Annual Meeting of the Forum for Information Retrieval Evaluation. Ganguly, D., Gangopadhyay, S., Mitra, M. & Majumder, P. (eds.). Association for Computing Machinery, p. 1-3 3 p. (ACM International Conference Proceeding Series).

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

  • Macros 100%
  • Error analysis 34%
  • Labels 31%

• 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).

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

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

• 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%

• Gestión de Requerimientos: una Propuesta de Solución a sus problemas, para los Líderes de Proyectos

  Translated title of the contribution: Requirements Management: a Solution Proposal to your problems, for Project LeadersVargas-Pérez, A., Vargas-Pérez, L. S., Soto-Hernández, A. M., Gutiérrez-Tornés, A. F. & Felipe-Riverón, E. M., 2022, 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Education, Research and Leadership in Post-Pandemic Engineering: Resilient Inclusive and Sustainable Actions", LACCEI 2022. Larrondo Petrie, M. M., Texier, J., Pena, A. & Viloria, J. A. S. (eds.). Latin American and Caribbean Consortium of Engineering Institutions, (Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology; vol. 2022-July).

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

  Open Access

  • Project management 100%
  • leader 60%
  • project management 51%
  • Augmented reality 49%
  • management 45%
  1 Scopus citations

• Hot Spots & Hot Regions Detection Using Classification Algorithms in BMPs Complexes at the Protein-Protein Interface with the Ground-State Energy Feature

  Chaparro-Amaro, O., Martínez-Felipe, M. & Martínez-Castro, J., 2022, Pattern Recognition - 14th Mexican Conference, MCPR 2022, Proceedings. Vergara-Villegas, O. O., Cruz-Sánchez, V. G., Sossa-Azuela, J. H., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13264 LNCS).

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

  • Interface states 100%
  • Hot Spot 96%
  • Classification Algorithm 93%
  • Protein 68%
  • Proteins 59%
  1 Scopus citations

• 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).

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

  • Machine Translation 100%
  • Training 59%
  • Resources 52%
  • Language 40%
  • Transformer 10%
  4 Scopus citations

• Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification

  Tovias-Alanis, S. O., Gómez-Flores, W., Toscano-Pulido, G. & Sossa-Azuela, J. H., 2022, Pattern Recognition - 14th Mexican Conference, MCPR 2022, Proceedings. Vergara-Villegas, O. O., Cruz-Sánchez, V. G., Sossa-Azuela, J. H., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 105-115 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13264 LNCS).

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

  • Classification Tree 100%
  • Dendrite 87%
  • Dendrites (metallography) 77%
  • Linkage 72%
  • Neuron 67%
  2 Scopus citations

• Machine Learning and Symbolic Learning for the Recognition of Leukemia L1, L2 and L3

  Ochoa-Montiel, R., Sossa, H., Olague, G. & Sánchez-López, C., 2022, Pattern Recognition - 14th Mexican Conference, MCPR 2022, Proceedings. Vergara-Villegas, O. O., Cruz-Sánchez, V. G., Sossa-Azuela, J. H., Carrasco-Ochoa, J. A., Martínez-Trinidad, J. F. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 360-369 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13264 LNCS).

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

  • Machine Learning 100%
  • Learning 82%
  • Machine learning 66%
  • Classifier 51%
  • Brain 49%
  1 Scopus citations

• Model-Free Control to Maneuver an Uncertain 2-DOF Manipulator Robot

  Aguilar-Ibanez, C., Suarez-Castanon, M. S., Saldivar, B., Barron-Fernandez, R. & Rubio, J., 2022, Advances in Automation and Robotics Research - Proceedings of the 3rd Latin American Congress on Automation and Robotics, LACAR 2021. Moreno, H. A., Carrera, I. G., Ramírez-Mendoza, R. A., Baca, J. & Banfield, I. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 43-53 11 p. (Lecture Notes in Networks and Systems; vol. 347 LNNS).

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

  • Manipulators 100%
  • Robots 73%
  • Lyapunov methods 73%
  • Closed loop systems 53%
  • Trajectories 39%

• 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).

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

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

• 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).

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

  • Short-term Memory 100%
  • Tamil 92%
  • N-gram 67%
  • Language 34%
  • Profanity 24%
  4 Scopus citations

• 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

• Similarity-based Personalized Risk Calculation

  Toth-Laufer, E. & Batyrshin, I. Z., 2022, SACI 2022 - IEEE 16th International Symposium on Applied Computational Intelligence and Informatics, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 129-134 6 p. (SACI 2022 - IEEE 16th International Symposium on Applied Computational Intelligence and Informatics, Proceedings).

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

  • Recommendations 100%
  • Fuzzy sets 97%
  • Similarity 79%
  • Similarity Measure 75%
  • Statistics 69%
  3 Scopus citations

• Similarity Measures in Decision Making

  Tóth-Laufer, E., Batyrshin, I. Z. & Rudas, I. J., 2022, ICCC 2022 - IEEE 10th Jubilee International Conference on Computational Cybernetics and Cyber-Medical Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 191-196 6 p. (ICCC 2022 - IEEE 10th Jubilee International Conference on Computational Cybernetics and Cyber-Medical Systems, Proceedings).

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

  • Similarity Measure 100%
  • Fuzzy sets 85%
  • Decision Making 82%
  • Real time systems 81%
  • Decision making 59%

• Spiral Trajectories for Building Inspection with Quadrotors

  Vasquez-Gomez, J. I., Troncoso Romero, D. E., Antonio-Cruz, M. & Zamora, E., 2022, 2022 International Conference on Unmanned Aircraft Systems, ICUAS 2022. Institute of Electrical and Electronics Engineers Inc., p. 891-896 6 p. (2022 International Conference on Unmanned Aircraft Systems, ICUAS 2022).

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

  Open Access

  • Inspection 100%
  • Trajectory 71%
  • Trajectories 63%
  • Buildings 22%
  • Fourier series 21%
  3 Scopus citations

• Storytelling to Visualize Changes in Regions Based on Social Inclusion Indicators

  Pozos, E. E. S., Luna, G. L. M. & Arenas, A. G., 2022, Telematics and Computing - 11th International Congress, WITCOM 2022, Proceedings. Mata-Rivera, M. F., Zagal-Flores, R. & Barria-Huidobro, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 173-188 16 p. (Communications in Computer and Information Science; vol. 1659 CCIS).

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

  • Storytelling 100%
  • K-means 47%
  • Healthcare 41%
  • Inclusion 41%
  • Data Science 34%

• Study of Energy Consumption of UAVs to Temporarily Assist Wireless Communication Systems

  Ibarra, L., Rivero-Angeles, M. E. & Orea-Flores, I. Y., 2022, Telematics and Computing - 11th International Congress, WITCOM 2022, Proceedings. Mata-Rivera, M. F., Zagal-Flores, R. & Barria-Huidobro, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 410-421 12 p. (Communications in Computer and Information Science; vol. 1659 CCIS).

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

  • Unmanned Aerial Vehicle 100%
  • Energy Consumption 82%
  • Wireless Communication 75%
  • Communication Systems 67%
  • Traffic 60%

• Study to delimit the factors that contribute to the adoption of an Agile Methodology

  Orantes-Jiménez, S. D., Pérez-Castillo, Y. J. & Aguilar-Jaúregui, M. E., 2022, IMSCI 2022 - 16th International Multi-Conference on Society, Cybernetics and Informatics, Proceedings. Callaos, N. C., Horne, J., Sanchez, B. & Savoie, M. (eds.). International Institute of Informatics and Cybernetics, p. 33-38 6 p. (Proceedings of the International Multi-Conference on Society, Cybernetics and Informatics, IMSCI; vol. 2022-July).

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

  • Quality management 100%
  • Industry 71%
  • Software engineering 66%

• 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 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).

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

  Open Access

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

• 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%

• Toward a Taxonomy and Multi-label Dataset for Malware Classification

  Sanchez-Fraga, R. & Acosta-Bermejo, R., 2022, Proceedings - 2022 10th International Conference in Software Engineering Research and Innovation, CONISOFT 2022. Juarez-Ramirez, R., Fernandez y Fernandez, C. A., Perez-Gonzalez, H. G., Perez-Gonzalez, H. G., Ramirez-Noriega, A., Jimenez Calleros, S. P., Guerra-Garcia, C. A. & Sandoval, G. L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 150-157 8 p. (Proceedings - 2022 10th International Conference in Software Engineering Research and Innovation, CONISOFT 2022).

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

  • Classification Schemes 100%
  • Malware 87%
  • Taxonomies 84%
  • Labeling 83%
  • Taxonomy 77%
  1 Scopus citations

• TUG-CIC at SemEval-2021 Task 6: Two-stage Fine-tuning for Intended Sarcasm Detection

  Angel, J., Aroyehun, S. T. & Gelbukh, A., 2022, SemEval 2022 - 16th International Workshop on Semantic Evaluation, Proceedings of the Workshop. Emerson, G., Schluter, N., Stanovsky, G., Kumar, R., Palmer, A., Schneider, N., Singh, S. & Ratan, S. (eds.). Association for Computational Linguistics (ACL), p. 951-955 5 p. (SemEval 2022 - 16th International Workshop on Semantic Evaluation, Proceedings of the Workshop).

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

  • Tuning 100%
  • Social Media 76%
  • Language Model 67%
  • Emotion 58%
  • Error Analysis 41%
  1 Scopus citations

• Urdu Named Entity Recognition with Attention Bi-LSTM-CRF Model

  Ullah, F., Ullah, I. & Kolesnikova, O., 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. 3-17 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

  • Named Entity Recognition 100%
  • Corpus 44%
  • Language 24%
  • Encoder 22%
  • Natural Language 21%
  1 Scopus citations
• 2021

  A Comparison Study of EEG Signals Classifiers for Inter-subject Generalization

  Solórzano-Espíndola, C. E., Sossa, H. & Zamora, E., 2021, Pattern Recognition - 13th Mexican Conference, MCPR 2021, Proceedings. Roman-Rangel, E., Kuri-Morales, Á. F., Martínez-Trinidad, J. F., Carrasco-Ochoa, J. A. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 305-315 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12725 LNCS).

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

  • Electroencephalogram (EEG) 100%
  • Classifier 84%
  • Electroencephalography 72%
  • Classifiers 53%
  • Brain-computer Interface 45%
  1 Scopus citations

• Analysis of User Generated Content Based on a Recommender System and Augmented Reality

  González, F., Guzmán, G., Torres-Ruiz, M., Sidorov, G. & Mata-Rivera, F., 2021, Telematics and Computing - 10th International Congress, WITCOM 2021, Proceedings. Mata-Rivera, M. F. & Zagal-Flores, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-228 22 p. (Communications in Computer and Information Science; vol. 1430 CCIS).

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

  • Augmented Reality 100%
  • Recommender Systems 90%
  • User Preferences 69%
  • Augmented reality 56%
  • Recommender systems 54%

• An Application of Deep Neural Network for Robbery Evidence Using Face Recognition Approach

  Medina Cortes, A., Saldaña Pérez, M., Sossa Azuela, H., Torres Ruiz, M. & Moreno Ibarra, M., 2021, Research and Innovation Forum 2020 - Disruptive Technologies in Times of Change. Visvizi, A., Lytras, M. D. & Aljohani, N. R. (eds.). Springer Science and Business Media B.V., p. 23-36 14 p. (Springer Proceedings in Complexity).

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

  • Face Recognition 100%
  • Deep neural networks 57%
  • Face recognition 56%
  • Neural Networks 55%
  • Evidence 49%

• Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis

  Han, W., Chen, H., Gelbukh, A., Zadeh, A., Morency, L. P. & Poria, S., 18 Oct 2021, ICMI 2021 - Proceedings of the 2021 International Conference on Multimodal Interaction. Association for Computing Machinery, Inc, p. 6-15 10 p. (ICMI 2021 - Proceedings of the 2021 International Conference on Multimodal Interaction).

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

  Open Access

  • Sentiment analysis 100%
  • Fusion reactions 72%
  • Semantics 20%
  91 Scopus citations

• 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%

• Crowdsourcing and IoT Towards More Resilient Flooding Prone Cities

  Escamilla-Ambrosio, P. J., Pulido-Navarro, M. G., Hernández-Gutiérrez, I. V., Rodríguez-Mota, A. & Moreno-Ibarra, M. A., 2021, Third Ibero-American Congress, ICSC-Cities 2020, 2020, Revised Selected Papers. Nesmachnow, S. & Hernández Callejo, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 139-153 15 p. (Communications in Computer and Information Science; vol. 1359).

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

  • Internet of Things 100%
  • Flooding 83%
  • Crowdsourcing 64%
  • Weather 56%
  • Community 55%

• Determining the Relationship Between the Letters in the Voynich Manuscript Splitting the Text into Parts

  Sapargali, E., Akhmetov, I., Pak, A. & 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. 163-170 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13068 LNAI).

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

  • Markov Model 100%
  • Hidden Markov models 93%
  • Text 86%
  • Language 67%
  • Relationships 55%
  1 Scopus citations

• Finding the Optimal Bit-Quad Patterns for Computing the Euler Number of 2D Binary Images Using Simulated Annealing

  Gómez-Flores, W., Sossa, H. & Arce, F., 2021, Pattern Recognition - 13th Mexican Conference, MCPR 2021, Proceedings. Roman-Rangel, E., Kuri-Morales, Á. F., Martínez-Trinidad, J. F., Carrasco-Ochoa, J. A. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 240-250 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12725 LNCS).

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

  • Binary Image 100%
  • Euler numbers 89%
  • Simulated Annealing 88%
  • Binary images 85%
  • Simulated annealing 73%
  2 Scopus citations

• Genetic Algorithm Implementation for Improved Change Detection on Remote Sensed Data

  Snehlata, Mittal, N. & Gelbukh, A., 4 Aug 2021, Proceedings of the 2nd International Conference on Electronics and Sustainable Communication Systems, ICESC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1372-1377 6 p. (Proceedings of the 2nd International Conference on Electronics and Sustainable Communication Systems, ICESC 2021).

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

  • change detection 100%
  • Change Detection 96%
  • genetic algorithms 69%
  • Edge detection 64%
  • edge detection 62%

• Graph Representation for Learning the Traveling Salesman Problem

  Gutiérrez, O., Zamora, E. & Menchaca, R., 2021, Pattern Recognition - 13th Mexican Conference, MCPR 2021, Proceedings. Roman-Rangel, E., Kuri-Morales, Á. F., Martínez-Trinidad, J. F., Carrasco-Ochoa, J. A. & Olvera-López, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 153-162 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12725 LNCS).

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

  • Graph Representation 100%
  • Traveling salesman problem 88%
  • Travelling salesman problems 80%
  • Training 78%
  • Learning 67%

• LACLICHEV: Exploring the History of Climate Change in Latin America Within Newspapers Digital Collections

  Vargas-Solar, G., Zechinelli-Martini, J. L., Espinosa-Oviedo, J. A. & Vilches-Blázquez, L. M., 2021, New Trends in Database and Information Systems - ADBIS 2021 Short Papers, Doctoral Consortium and Workshops: DOING, SIMPDA, MADEISD, MegaData, CAoNS, Proceedings. Bellatreche, L., Dumas, M., Karras, P. & Matulevičius, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 121-132 12 p. (Communications in Computer and Information Science; vol. 1450 CCIS).

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

  Open Access

  • Climate Change 100%
  • Climate change 69%
  • History 56%
  • Information Retrieval 29%
  • Data Analytics 23%
  2 Scopus citations

• Multi-subject classification of Motor Imagery EEG signals using transfer learning in neural networks

  Solorzano-Espindola, C. E., Zamora, E. & Sossa, H., 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1006-1009 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

  • Transfer learning 100%
  • Machine Learning 95%
  • Electroencephalography 80%
  • Classifiers 59%
  • Neural networks 50%
  6 Scopus citations

• Parkinson’s disease image analysis

  Rojas-Jiménez, R. I., Muñoz-Diosdado, A., Martínez-Castro, J. A. & Rubio-Osornio, M., 30 Apr 2021, Proceedings of the XVI Mexican Symposium on Medical Physics. Rosado-Mendez, I. M., Hernandez-Bojorquez, M., Morales-Barcenas, J. H., Galavis, P. E. & Porras-Chaverri, M. A. (eds.). American Institute of Physics Inc., 0051207. (AIP Conference Proceedings; vol. 2348).

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

  Open Access

  • Parkinson disease 100%
  • image analysis 69%
  • age factor 61%
  • dopamine 48%
  • iron 45%