El quehacer cotidiano de los investigadores y estudiantes que forman parte de la comunidad académica del Centro de Investigación en Computación (CIC) se traduce en la generación de diversos productos, entre los que destaca la publicación de artículos de investigación de calidad internacional indexados en JCR e ISI, la publicación de libros y capítulos de libros derivados de proyectos de investigación, presentación de trabajos en congresos internacionales, así como la generación de solicitudes de formas de protección de propiedad intelectual, como patentes, derechos de autor, y modelos de utilidad, entre otros.
| Título ↨ | Tipo↨ | Subtipo↨ | Descripción↨ | Año↨ |
|---|---|---|---|---|
| Android Ransomware Analysis Using Convolutional Neural Network and Fuzzy Hashing Features | Revista | JCR | IEEE Access | 2023 |
| Author profiling for age and gender using combinations of features of various types | Revista | JCR | Journal of Intelligent and Fuzzy Systems | 2019 |
| Survey of Fake News Datasets and Detection Methods in European and Asian Languages | Revista | JCR | Acta Polytechnica Hungarica | 2022 |
| Multi-Label Emotion Classification on Code-Mixed Text: Data and Methods | Revista | JCR | IEEE Access | 2022 |
| Multi-label emotion classification of Urdu tweets | Revista | JCR | PeerJ Computer Science | 2022 |
| Detection of fake news in a new corpus for the Spanish language | Revista | JCR | Journal of Intelligent & Fuzzy Systems | 2019 |
| Emotion Classification in Texts Over Graph Neural Networks: Semantic Representation is Better Than Syntactic | Revista | JCR | IEEE Access | 2023 |
| Multi-label Emotion Classification using Content-Based Features in Twitter | Revista | CONACYT | Computación y Sistemas | 2020 |
| Composer classification using melodic combinatorial n-grams[Formula presented] | Revista | JCR | Expert Systems with Applications | 2024 |
| Automatic Abusive Language Detection in Urdu Tweets | Revista | JCR | Acta Polytechnica Hungarica | 2022 |
| Transformer-based extractive social media question answering on tweetqa | Revista | CONACYT | Computación y Sistemas | 2021 |
| Fake news spreaders profiling using N-grams of various types and SHAP-based feature selection | Revista | JCR | Journal of Intelligent and Fuzzy Systems | 2022 |
| Identification of changes in literary writing style using machine learning | Revista | JCR | Onomazein | 2019 |
| Machine learning-based guilt detection in text | Revista | JCR | Scientific Reports | 2023 |
| Android Malware Classification Based on Fuzzy Hashing Visualization | Revista | CONACYT | Machine Learning and Knowledge Extraction | 2023 |
| Bend the truth: Benchmark dataset for fake news detection in Urdu language and its evaluation | Revista | JCR | Journal of Intelligent & Fuzzy Systems | 2020 |
| YouTube based religious hate speech and extremism detection dataset with machine learning baselines | Revista | JCR | Journal of Intelligent and Fuzzy Systems | 2022 |
| Medical events extraction to analyze clinical records with conditional random fields | Revista | JCR | Journal of Intelligent & Fuzzy Systems | 2019 |
| Sarcasm detection framework using context, emotion and sentiment features | Revista | JCR | Expert Systems with Applications | 2023 |
| Multi-label emotion classification in texts using transfer learning | Revista | JCR | Expert Systems with Applications | 2023 |
| Threatening Language Detection and Target Identification in Urdu Tweets | Revista | JCR | IEEE Access | 2021 |
| Regret and Hope on Transformers: An Analysis of Transformers on Regret and Hope Speech Detection Datasets | Revista | JCR | Applied Sciences (Switzerland) | 2023 |
| Prior latent distribution comparison for the RNN Variational Autoencoder in low-resource language modeling | Revista | JCR | Journal of Intelligent and Fuzzy Systems | 2022 |
| Multi-Instrument Based N-Grams for Composer Classification Task | Revista | CONACYT | Computación y Sistemas | 2024 |
| A convolutional neural network approach for gender and language variety identification | Revista | JCR | Journal of Intelligent & Fuzzy Systems | 2019 |
| CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts | Revista | JCR | Acta Polytechnica Hungarica | 2022 |
| Improved Twitter Virality Prediction using Text and RNN-LSTM | Revista | JCR | International Journal of Combinatorial Optimization Problems and Informatics | 2021 |
| Generation of broadcasting for fractal adaptive Internet of things reconfiguration under the swarm intelligence paradigm | Revista | JCR | International Journal of Distributed Sensor Networks | 2020 |
| PolyHope: Two-level hope speech detection from tweets | Revista | JCR | Expert Systems with Applications | 2023 |
| Detection of changes in literary writing style using N-grams as style markers and supervised machine learning | Revista | JCR | PLoS ONE | 2022 |
| Adaptation of Transformer-Based Models for Depression Detection | Revista | CONACYT | Computación y Sistemas | 2024 |
| New Similarity Measures for Item-based Neighborhood Collaborative Filtering | Revista | JCR | Acta Polytechnica Hungarica | 2022 |
| Automatic Hate Speech Detection Using CNN Model and Word Embedding | Revista | CONACYT | Computación y Sistemas | 2022 |
| Unsupervised sentence representations as word information series: Revisiting TF-IDF | Revista | JCR | Computer Speech and Language | 2019 |
| ReDDIT: Regret detection and domain identification from text | Revista | JCR | Expert Systems with Applications | 2023 |
| Human interaction with shopping assistant robot in natural language | Revista | JCR | Journal of Intelligent and Fuzzy Systems | 2019 |
| Automatic detection of semantic primitives using optimization based on genetic algorithm | Revista | JCR | PeerJ Computer Science | 2023 |
| Psycholinguistic and emotion analysis of cryptocurrency discourse on X platform | Revista | JCR | Scientific Reports | 2024 |
| Evaluation of deep learning models for sentiment analysis | Revista | JCR | Journal of Intelligent & Fuzzy Systems | 2022 |
| What goes on inside rumour and non-rumour tweets and their reactions: A psycholinguistic analyses | Revista | JCR | Computers in Human Behavior | 2022 |
| Distributed Learning Fractal Algorithm for Optimizing a Centralized Control Topology of Wireless Sensor Network Based on the Hilbert Curve L-System | Revista | JCR | Sensors | 2019 |
| Low-Resource Neural Machine Translation Improvement Using Source-Side Monolingual Data | Revista | JCR | Applied Sciences (Switzerland) | 2023 |
| Acronym Identification using Transformers and Flair Framework | Congreso | Memoria | 2022 Workshop on Scientific Document Understanding, SDU 2022 | 2022 |
| Bot-Human Twitter Messages Classification | Congreso | JCR | 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 | 2020 |
| Pinealai_StressIdent_LT-EDI@EACL2024: Minimal configurations for Stress Identification in Tamil and Telugu | Congreso | Memoria | 4th Workshop on Language Technology for Equality, Diversity, Inclusion, LT-EDI 2024 | 2024 |
| Lidoma@DravidianLangTech 2024: Identifying Hate Speech in Telugu Code-Mixed: A BERT Multilingual | Congreso | Memoria | 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 | 2024 |
| Improving Neural Machine Translation for Low Resource Languages Using Mixed Training: The Case of Ethiopian Languages | Congreso | Memoria | 21st Mexican International Conference on Artificial Intelligence, MICAI 2022 | 2022 |
| Data augmentation using machine translation for fake news detection in the Urdu language | Congreso | Memoria | 12th International Conference on Language Resources and Evaluation, LREC 2020 | 2020 |
| Overview of JOKER 2023 Automatic Wordplay Analysis Task 3 – Pun translation | Congreso | Memoria | 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 | 2023 |
| Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning | Congreso | Memoria | 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 | 2024 |
| Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media | Congreso | Memoria | 5th International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2023 | 2023 |
| The Combination of BERT and Data Oversampling for Relation Set Prediction | Congreso | Memoria | 2nd SeMantic Answer Type and Relation Prediction Task at ISWC Semantic Web Challenge, SMART 2021 | 2021 |
| HSSD: Hate speech spreader detection using N-Grams and voting classifier | Congreso | Memoria | 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021 | 2021 |
| CIC@PAN: Simplifying Irony Profiling using Twitter Data | Congreso | Memoria | 2022 Conference and Labs of the Evaluation Forum, CLEF 2022 | 2022 |
| LIDOMA at HOPE2023@IberLEF: Hope Speech Detection Using Lexical Features and Convolutional Neural Networks | Congreso | Memoria | 2023 Iberian Languages Evaluation Forum, IberLEF 2023 | 2023 |
| Analysis of User Generated Content Based on a Recommender System and Augmented Reality | Congreso | Memoria | 10th International Congress on Telematics and Computing, WITCOM 2021 | 2021 |
| MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM | Congreso | Memoria | 2nd Workshop on Language Technology for Equality, Diversity and Inclusion, LTEDI 2022 | 2022 |
| Overview of JOKER 2023 Automatic Wordplay Analysis Task 2 – Pun Location and Interpretation | Congreso | Memoria | 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 | 2024 |
| Tayyab@DravidianLangTech 2024:Detecting Fake News in Malayalam LSTM Approach and Challenges | Congreso | Memoria | 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 | 2024 |
| EmoThreat@FIRE2022: Shared Track on Emotions and Threat Detection in Urdu | Congreso | Memoria | 14th Annual Forum for Information Retrieval Evaluation | 2022 |
| Hate speech detection on Twitter | Congreso | Memoria | 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021 | 2021 |
| CIC at CheckThat! 2022: Multi-class and Cross-lingual Fake News Detection | Congreso | Memoria | 2022 Conference and Labs of the Evaluation Forum, CLEF 2022 | 2022 |
| LIDOMA at HOMO-MEX2023@IberLEF: Hate Speech Detection Towards the Mexican Spanish-Speaking LGBT+ Population. The Importance of Preprocessing Before Using BERT-Based Models | Congreso | Memoria | 2023 Iberian Languages Evaluation Forum, IberLEF 2023 | 2023 |
| Selam@DravidianLangTech:Sentiment Analysis of Code-Mixed Dravidian Texts using SVM Classification | Congreso | Memoria | 3rd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2023 | 2023 |
| Science for Fun: The CLEF 2023 JOKER Track on Automatic Wordplay Analysis | Congreso | Memoria | 45th European Conference on Information Retrieval, ECIR 2023 | 2023 |
| Virality Prediction for News Tweets Using RoBERTa | Congreso | Memoria | 20th Mexican International Conference on Artificial Intelligence, MICAI 2021 | 2021 |
| Assessing Wordplay-Pun classification from JOKER dataset with pretrained BERT humorous models | Congreso | Memoria | 2022 Conference and Labs of the Evaluation Forum, CLEF 2022 | 2022 |
| Mining Hidden Topics from Newspaper Quotations: The COVID-19 Pandemic | Congreso | Memoria | 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 | 2020 |
| Comparing Transformer-Based Machine Translation Models for Low-Resource Languages of Colombia and Mexico | Congreso | Memoria | 22nd Mexican International Conference on Artificial Intelligence, MICAI 2023 | 2023 |
| Selam@DravidianLangTech 2024:Identifying Hate Speech and Offensive Language | Congreso | Memoria | 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 | 2024 |
| LLM’s for Spanish Song Text Analysis and Classification Using Language Variants | Congreso | Memoria | 22nd Mexican International Conference on Artificial Intelligence, MICAI 2023 | 2023 |
| Mexican Spanish Paraphrase Identification using Data Augmentation | Congreso | Memoria | 2022 Iberian Languages Evaluation Forum, IberLEF 2022 | 2022 |
| Bots and gender profiling using character bigrams notebook for PAN at CLEF 2019 | Congreso | Memoria | 20th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2019 | 2019 |
| Transformer-Based Hate Speech Detection for Multi-Class and Multi-Label Classification | Congreso | Memoria | 2023 Iberian Languages Evaluation Forum, IberLEF 2023 | 2023 |
| Ometeotl@Multimodal Hate Speech Event Detection 2023: Hate Speech and Text-Image Correlation Detection in Real Life Memes Using Pre-Trained BERT Models over Text | Congreso | Memoria | 6th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, CASE 2023 | 2023 |
| Overview of the shared task on fake news detection in urdu at FIRE 2020 | Congreso | Memoria | 12th Forum for Information Retrieval Evaluation, FIRE-WN 2020 | 2020 |
| MUCIC@TamilNLP-ACL2022: Abusive Comment Detection in Tamil Language using 1D Conv-LSTM | Congreso | Memoria | 2nd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2022 | 2022 |
| Individual vs. Group Violent Threats Classification in Online Discussions | Congreso | Memoria | 29th International World Wide Web Conference, WWW 2020 | 2020 |
| Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec | Congreso | Memoria | 3rd Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2023, co-located with ACL 2023 | 2023 |
| NLPalma @ CLEF 2023 SimpleText: BLOOMZ and BERT for Complexity and Simplification Task | Congreso | Memoria | 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 | 2023 |
| Evaluating the Impact of OCR Quality on Short Texts Classification Task | Congreso | Memoria | 21st Mexican International Conference on Artificial Intelligence, MICAI 2022 | 2022 |
| Detection of Aggressive and Violent Incidents from Social Media in Spanish using Pre-trained Language Model | Congreso | Memoria | 2022 Iberian Languages Evaluation Forum, IberLEF 2022 | 2022 |
| Zavira at HOPE2023@IberLEF: Hope Speech Detection from Text using TF-IDF Features and Machine Learning Algorithms | Congreso | Memoria | 2023 Iberian Languages Evaluation Forum, IberLEF 2023 | 2023 |
| Habesha@DravidianLangTech: Utilizing Deep and Transfer Learning Approaches for Sentiment Analysis | Congreso | Memoria | 3rd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2023 | 2023 |
| Sexism identification using bert and data augmentation - Exist2021 | Congreso | Memoria | 2021 Iberian Languages Evaluation Forum, IberLEF 2021 | 2021 |
| UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu | Congreso | Memoria | 12th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2020 | 2020 |
| Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models | Congreso | Memoria | 3rd Workshop on Natural Language Processing for Indigenous Languages of the Americas, AmericasNLP 2023, co-located with ACL 2023 | 2023 |
| UrduFake@FIRE2021: Shared Track on Fake News Identification in Urdu | Congreso | Indefinido | 13th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2021 | 2021 |
| Authorship attribution through punctuation n-grams and averaged combination of SVM notebook for PAN at CLEF 2019 | Congreso | Memoria | 20th Working Notes of CLEF Conference and Labs of the Evaluation Forum, CLEF 2019 | 2019 |
| The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation | Congreso | Memoria | 2022 International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2022 | 2022 |
| CIC at CheckThat! 2021: Fake news detection using machine learning and data augmentation | Congreso | Memoria | 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021 | 2021 |
| NLPalma @ CLEF 2023 JOKER: A BLOOMZ and BERT Approach for Wordplay Detection and Translation | Congreso | Memoria | 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 | 2023 |
| Overview of JOKER – CLEF-2023 Track on Automatic Wordplay Analysis | Congreso | Memoria | 14th International Conference of the Cross-Language Evaluation Forum for European, CLEF 2023 | 2023 |
| LIDOMA@DravidianLangTech: Convolutional Neural Networks for Studying Correlation Between Lexical Features and Sentiment Polarity in Tamil and Tulu Languages | Congreso | Memoria | 3rd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2023 | 2023 |
| Profiling Hate Speech Spreaders using characters and words N-grams | Congreso | Memoria | 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021 | 2021 |
| CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments | Congreso | Memoria | 2nd Workshop on Language Technology for Equality, Diversity and Inclusion, LTEDI 2022 | 2022 |
| Sentiment Detection in Economics Texts | Congreso | SCOPUS | 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 | 2020 |
| MF-SET: A Multitask Learning Framework for Student Evaluation of Teaching | Congreso | Memoria | 8th Future Technologies Conference, FTC 2023 | 2023 |
| Tewodros@DravidianLangTech 2024: Hate Speech Recognition in Telugu Codemixed Text | Congreso | Memoria | 4th Workshop on Speech, Vision, and Language Technologies for Dravidian Languages, DravidianLangTech 2024 | 2024 |
| UrduThreat@ FIRE2021: Shared Track on Abusive Threat Identification in Urdu | Congreso | Indefinido | 13th Annual Meeting of the Forum for Information Retrieval Evaluation, FIRE 2021 | 2021 |
| Analysis of COVID-19 Pandemic Using Artificial Intelligence | Congreso | Memoria | 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 | 2020 |
| Overview of JOKER 2023 Automatic Wordplay Analysis Task 1 – Pun Detection | Congreso | Memoria | 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 | 2023 |
| OrieBot: chatbot para orientación vocacional | Congreso | Memoria | Decima Tercera Conferencia Iberoamericana de Complejidad, Informatica y Cibernetica, CICIC 2023 en el contexto de the 14th International Multi-Conference on Complexity, Informatics, and Cybernetics, I | 2023 |
| Habesha@DravidianLangTech: Abusive Comment Detection using Deep Learning Approach | Congreso | Memoria | 3rd Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2023 | 2023 |
| MUCIC at CheckThat! 2021: FaDo-fake news detection and domain identification using transformers ensembling | Congreso | Memoria | 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021 | 2021 |