Miguel Ángel Álvarez Carmona

2026

• [A1]Enhanced phishing detection using multimodal data
  Artículo · Knowledge Based Systems · 2026 · Vol. 334
  Bustio-Martínez L.; Herrera-Semenets V.; González-Ordiano J.A.; Pérez-Guadarrama Y.; Zúñiga-Morales L.N.; Montoya-Godínez D.; Álvarez-Carmona M.A.; van den Berg J.
  DOIhttps://doi.org/10.1016%2Fj.knosys.2025.115105

2025

• [A2]Overview of Rest-Mex at IberLEF 2025: Researching Sentiment Evaluation in Text for Mexican Magical Towns
  Artículo · Procesamiento Del Lenguaje Natural · 2025 · Vol. 75 · pp. 499-511
  Álvarez-Carmona M.; Díaz-Pacheco Á.; Aranda R.; Rodríguez-González A.Y.; Bustio-Martínez L.; Herrera-Semenets V.
  DOIhttps://doi.org/10.26342%2F2025-75-37
• [A3]Readability Formulas for Elementary School Texts in Mexican Spanish
  Artículo · Applied Sciences Switzerland · 2025 · Vol. 15 · Núm. 13
  Fajardo-Delgado D.; Rodriguez-Coayahuitl L.; Sánchez-Cervantes M.G.; Álvarez-Carmona M.Á.; Rodríguez-González A.Y.
  DOIhttps://doi.org/10.3390%2Fapp15137259
• [A4]Measuring the Difference Between Pictures From Controlled and Uncontrolled Sources to Promote a Destination. A Deep Learning Approach
  Artículo · International Journal of Interactive Multimedia and Artificial Intelligence · 2025 · Vol. 9 · Núm. 4 · pp. 18-31 · Citas: 2
  Diaz-Pacheco A.; Álvarez-Carmona M.A.; Rodríguez-González A.Y.; Carlos H.; Aranda R.
  DOIhttps://doi.org/10.9781%2Fijimai.2023.10.003

2024

• [A5]Evaluating culinary skill transfer: A deep learning approach to comparing student and chef dishes using image analysis
  Artículo · International Journal of Gastronomy and Food Science · 2024 · Vol. 38 · Citas: 1
  Castillo-Ortiz I.; Álvarez-Carmona M.; Aranda R.; Díaz-Pacheco Á.
  DOIhttps://doi.org/10.1016%2Fj.ijgfs.2024.101070
• [A6]Uncovering phishing attacks using principles of persuasion analysis
  Artículo · Journal of Network and Computer Applications · 2024 · Vol. 230 · Citas: 4
  Bustio-Martínez L.; Herrera-Semenets V.; García-Mendoza J.L.; Álvarez-Carmona M.Á.; González-Ordiano J.Á.; Zúñiga-Morales L.; Quiróz-Ibarra J.E.; Santander-Molina P.A.; van den Berg J.
  DOIhttps://doi.org/10.1016%2Fj.jnca.2024.103964
• [A7]Classifying the Mexican epidemiological semaphore colour from the Covid-19 text Spanish news
  Artículo · Journal of Information Science · 2024 · Vol. 50 · Núm. 3 · pp. 568-589 · Citas: 20
  Álvarez-Carmona M.A.; Aranda R.; Rodríguez-González A.Y.; Pellegrin L.; Carlos H.
  DOIhttps://doi.org/10.1177%2F01655515221100952
• [A8]Quantifying differences between UGC and DMO’s image content on Instagram using deep learning
  Artículo · Information Technology and Tourism · 2024 · Vol. 26 · Núm. 2 · pp. 293-329 · Citas: 12
  Díaz-Pacheco Á.; Guerrero-Rodríguez R.; Álvarez-Carmona M.; Rodríguez-González A.Y.; Aranda R.
  DOIhttps://doi.org/10.1007%2Fs40558-023-00282-9
• [A9]What does the media tell us about a destination? The Cancun case, seen from the USA, Canada, and Mexico
  Artículo · International Journal of Tourism Cities · 2024 · Vol. 10 · Núm. 2 · pp. 639-661 · Citas: 3
  Olmos-Martínez E.; Álvarez-Carmona M.; Aranda R.; Díaz-Pacheco A.
  DOIhttps://doi.org/10.1108%2FIJTC-09-2022-0223
• [A10]X-FSPMiner: A Novel Algorithm for Frequent Similar Pattern Mining
  Artículo · ACM Transactions on Knowledge Discovery from Data · 2024 · Vol. 18 · Núm. 5 · Citas: 4
  Rodríguez-González A.Y.; Aranda R.; Álvarez-Carmona M.; Díaz-Pacheco A.; Rosas R.M.V.
  DOIhttps://doi.org/10.1145%2F3643820
• [A11]Big data analytics of online news to explore destination image using a comprehensive deep-learning approach: a case from Mexico
  Artículo · Information Technology and Tourism · 2024 · Vol. 26 · Núm. 1 · pp. 147-182 · Citas: 6
  Guerrero-Rodríguez R.; Álvarez-Carmona M.; Aranda R.; Díaz-Pacheco Á.
  DOIhttps://doi.org/10.1007%2Fs40558-023-00278-5
• [A12]Artificial intelligence methods to support the research of destination image in tourism. A systematic review
  Artículo · Journal of Experimental and Theoretical Artificial Intelligence · 2024 · Vol. 36 · Núm. 7 · pp. 1415-1445 · Citas: 19
  Diaz-Pacheco A.; Álvarez-Carmona M.; Guerrero-Rodríguez R.; Chávez L.A.C.; Rodríguez-González A.Y.; Ramírez-Silva J.P.; Aranda R.
  DOIhttps://doi.org/10.1080%2F0952813X.2022.2153276
• [C1]Polarity Prediction in Tourism Cuban Reviews Using Transformer with Estimation of Distribution Algorithms
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2024 · Vol. 14335 LNCS · pp. 335-346 · Citas: 1
  Toledano-López O.G.; Álvarez-Carmona M.Á.; Madera J.; Simón-Cuevas A.; López-Rodríguez Y.A.; González Diéz H.
  DOIhttps://doi.org/10.1007%2F978-3-031-49552-6_29

2023

• [A13]A comprehensive deep learning approach for topic discovering and sentiment analysis of textual information in tourism
  Artículo · Journal of King Saud University Computer and Information Sciences · 2023 · Vol. 35 · Núm. 9 · Citas: 12
  Díaz-Pacheco Á.; Guerrero-Rodríguez R.; Álvarez-Carmona M.; Rodríguez-González A.Y.; Aranda R.
  DOIhttps://doi.org/10.1016%2Fj.jksuci.2023.101746
• [A14]Overview of Rest-Mex at IberLEF 2023: Research on Sentiment Analysis Task for Mexican Tourist Texts
  Artículo · Procesamiento Del Lenguaje Natural · 2023 · Vol. 71 · pp. 425-436 · Citas: 28
  Álvarez-Carmona M.; Díaz-Pacheco Á.; Aranda R.; Rodríguez-González A.Y.; Muñiz-Sánchez V.; López-Monroy A.P.; Sánchez-Vega F.; Bustio-Martínez L.
• [C2]Optimizing Energy Operation and Planning using Ring Cellular Encode-Decode Univariate Marginal Distribution Algorithm
  Conferencia · Gecco 2023 Companion Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion · 2023 · pp. 1-2 · Citas: 2
  Rodríguez-González A.Y.; Díaz-Pacheco A.; Aranda R.; Álvarez-Carmona M.; Martínez-López Y.; Madera-Quintana J.
  DOIhttps://doi.org/10.1145%2F3583133.3596422
• [C3]A Single Model Based on Beto to Classify Spanish Tourist Opinions Through the Random Instances Selection
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3496
  Jurado-Buch J.D.; Minayo-Díaz E.S.; Tello J.A.; Chaucanes K.E.; Salazar L.V.; Oquendo-Coral M.D.; Álvarez-Carmona M.Á.
• [C4]Dataverse at PoliticES-IberLEF2023
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3496
  López-Ávila P.E.; García-Gutiérrez A.B.; Gallegos-Ávila P.A.; Aranda R.; Álvarez-Carmona M.Á.
• [C5]Balancing of Tourist Opinions for Sentiment Analysis Task
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3496
  García-Gutiérrez A.B.; López-Ávila P.E.; Gallegos-Ávila P.A.; Aranda R.; Álvarez-Carmona M.Á.
• [A15]Studying Online Travel Reviews related to tourist attractions using NLP methods: the case of Guanajuato, Mexico
  Artículo · Current Issues in Tourism · 2023 · Vol. 26 · Núm. 2 · pp. 289-304 · Citas: 49
  Guerrero-Rodriguez R.; Álvarez-Carmona M.; Aranda R.; López-Monroy A.P.
  DOIhttps://doi.org/10.1080%2F13683500.2021.2007227
• [C6]Filtering opinions in Spanish with Topics of Tourist Interest for the Sentiment Analysis Task
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3496
  de Jesús Ceballos-Mejía J.; Parra-Urías M.A.; Álvarez-Carmona M.Á.

2022

• [O1]Foundations
  ch · Intelligent Data Mining and Analysis in Power and Energy Systems Models and Applications for Smarter Efficient Power Systems · 2022 · pp. 7-23
  Rodríguez-González A.Y.; Díaz-Pacheco A.; Aranda R.; Álvarez-Carmona M.
  DOIhttps://doi.org/10.1002%2F9781119834052.ch1
• [O2]Natural language processing applied to tourism research: A systematic review and future research directions
  re · Journal of King Saud University Computer and Information Sciences · 2022 · Vol. 34 · Núm. 10 · pp. 10125-10144 · Citas: 83
  Álvarez-Carmona M.; Aranda R.; Rodríguez-Gonzalez A.Y.; Fajardo-Delgado D.; Sánchez M.G.; Pérez-Espinosa H.; Martínez-Miranda J.; Guerrero-Rodríguez R.; Bustio-Martínez L.; Díaz-Pacheco Á.
  DOIhttps://doi.org/10.1016%2Fj.jksuci.2022.10.010
• [O3]Overview of Rest-Mex at IberLEF 2022: Recommendation System, Sentiment Analysis and Covid Semaphore Prediction for Mexican Tourist Texts
  re · Procesamiento Del Lenguaje Natural · 2022 · Vol. 69 · pp. 289-299 · Citas: 45
  Álvarez-Carmona M.; Díaz-Pacheco Á.; Aranda R.; Rodríguez-González A.Y.; Fajardo-Delgado D.; Guerrero-Rodríguez R.; Bustio-Martínez L.
  DOIhttps://doi.org/10.26342%2F2022-69-26
• [C7]Applying ring cellular encode-decode UMDA to risk-based energy scheduling
  Conferencia · Gecco 2022 Companion Proceedings of the 2022 Genetic and Evolutionary Computation Conference · 2022 · pp. 1-2 · Citas: 5
  Rodríguez-González A.Y.; Aranda R.; Álvarez-Carmona M.; Martínez-López Y.; Madera-Quintana J.
  DOIhttps://doi.org/10.1145%2F3520304.3534055
• [A16]A lightweight data representation for phishing URLs detection in IoT environments
  Artículo · Information Sciences · 2022 · Vol. 603 · pp. 42-59 · Citas: 23
  Bustio-Martínez L.; Álvarez-Carmona M.A.; Herrera-Semenets V.; Feregrino-Uribe C.; Cumplido R.
  DOIhttps://doi.org/10.1016%2Fj.ins.2022.04.059
• [A17]Coregistration of Remote Sensing Image Based on Histogram Kernel Predictability
  Artículo · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2022 · Vol. 15 · pp. 8221-8234 · Citas: 4
  Carlos H.; Aranda R.; Mejia-Zuluaga P.A.; Medina-Fernandez S.L.; Hernandez-Lopez F.J.; Alvarez-Carmona M.A.
  DOIhttps://doi.org/10.1109%2FJSTARS.2022.3208577
• [O4]A Combination of Sentiment Analysis Systems for the Study of Online Travel Reviews: Many Heads are Better than One
  re · Computacion Y Sistemas · 2022 · Vol. 26 · Núm. 2 · pp. 977-987 · Citas: 24
  Álvarez-Carmona M.; Aranda R.; Guerrero-Rodríguez R.; Rodríguez-González A.Y.; López-Monroy A.P.
  DOIhttps://doi.org/10.13053%2FCyS-26-2-4055
• [C8]The Role of the Topics for the Sentiment Analysis Task on a Mexican Tourist Collection
  Conferencia · Ceur Workshop Proceedings · 2022 · Vol. 3202 · Citas: 1
  Jurado-Buch J.D.; Bustio-Martínez L.; Álvarez-Carmona M.Á.
• [C9]Combining Linear Regressions to Determine the Future of the Covid in Mexico from the News
  Conferencia · Ceur Workshop Proceedings · 2022 · Vol. 3202 · Citas: 1
  Carmona-Sánchez G.; Carmona Á.; Álvarez-Carmona M.Á.

2021

• [A18]Overview of Rest-Mex at IberLEF 2021: Recommendation System for Text Mexican Tourism
  Artículo · Procesamiento Del Lenguaje Natural · 2021 · Vol. 67 · pp. 163-172 · Citas: 52
  Álvarez-Carmona M.; Aranda R.; Arce-Cardenas S.; Fajardo-Delgado D.; Guerrero-Rodríguez R.; López-Monroy A.P.; Martínez-Miranda J.; Pérez-Espinosa H.; Rodríguez-González A.Y.
  DOIhttps://doi.org/10.26342%2F2021-67-14
• [A19]Semi-supervised anomaly detection algorithms: A comparative summary and future research directions
  Artículo · Knowledge Based Systems · 2021 · Vol. 218 · Citas: 117
  Villa-Pérez M.E.; Álvarez-Carmona M.; Loyola-González O.; Medina-Pérez M.A.; Velazco-Rossell J.C.; Choo K.K.R.
  DOIhttps://doi.org/10.1016%2Fj.knosys.2021.106878
• [C10]A Tourist Recommendation System: A Study Case in Mexico
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2021 · Vol. 13068 LNAI · pp. 184-195 · Citas: 16
  Arce-Cardenas S.; Fajardo-Delgado D.; Álvarez-Carmona M.; Ramírez-Silva J.P.
  DOIhttps://doi.org/10.1007%2F978-3-030-89820-5_15
• [C11]Naive features for sentiment analysis on mexican touristic opinions texts
  Conferencia · Ceur Workshop Proceedings · 2021 · Vol. 2943 · pp. 118-126 · Citas: 4
  Carmona-Sánchez G.; Carmona Á.; Álvarez-Carmona M.

2020

• [A20]Author profiling in social media with multimodal information
  Artículo · Computacion Y Sistemas · 2020 · Vol. 24 · Núm. 3 · pp. 1289-1304 · Citas: 9
  Carmona M.Á.Á.; Tello E.V.; y Gómez M.M.; Pineda L.V.
  DOIhttps://doi.org/10.13053%2FCYS-24-3-3488
• [C12]Tecnm at mex-a3t 2020: Fake news and aggressiveness analysis in mexican Spanish
  Conferencia · Ceur Workshop Proceedings · 2020 · Vol. 2664 · pp. 265-272 · Citas: 3
  Arce-Cardenas S.; Fajardo-Delgado D.; Álvarez-Carmona M.
• [C13]ITcg's participation at mex-a3t 2020: Aggressive identification and fake news detection based on textual features for mexican Spanish
  Conferencia · Ceur Workshop Proceedings · 2020 · Vol. 2664 · pp. 258-264 · Citas: 7
  Zaizar-Gutiérrez D.; Fajardo-Delgado D.; Álvarez-Carmona M.A.

2013

• [C14]Combining Techniques to Find the Number of Bins for Discretization
  Conferencia · Proceedings International Conference of the Chilean Computer Science Society Sccc · 2013 · pp. 54-57 · Citas: 3
  Álvarez-Carmona M.A.; Carrasco-Ochoa J.A.; Martínez-Trinidad J.F.
  DOIhttps://doi.org/10.1109%2FSCCC.2013.11