Manuel Montes y Gómez

2021

• [C1]Masking and Transformer-based Models for Hyperpartisanship Detection in News
  Conferencia · International Conference Recent Advances in Natural Language Processing Ranlp · 2021 · pp. 1244-1251 · Citas: 6
  Sánchez-Junquera J.; Rosso P.; Montes-Y-Gómez M.; Ponzetto S.P.
  DOIhttps://doi.org/10.26615%2F978-954-452-072-4_140
• [C2]Detecting Traces of Self-harm in Social Media: A Simple and Interpretable Approach
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2021 · Vol. 13068 LNAI · pp. 196-207 · Citas: 2
  Aguilera J.; Farías D.I.H.; Montes-y-Gómez M.; González L.C.
  DOIhttps://doi.org/10.1007%2F978-3-030-89820-5_16
• [C3]Self-Contextualized Attention for Abusive Language Identification
  Conferencia · Socialnlp 2021 9th International Workshop on Natural Language Processing for Social Media Proceedings of the Workshop · 2021 · pp. 103-112 · Citas: 5
  Jarquin-Vasquez H.; Escalante H.J.; Montes-Y-Gomez M.
  DOIhttps://doi.org/10.18653%2Fv1%2F2021.socialnlp-1.9
• [C4]Multimodal Weighted Fusion of Transformers for Movie Genre Classification
  Conferencia · Multimodal Artificial Intelligence Mai Workshop 2021 Proceedings of the 3rd Workshop · 2021 · pp. 1-5 · Citas: 6
  Rodríguez-Bribiesca I.; López-Monroy A.P.; Montes-Y-Gómez M.
  DOIhttps://doi.org/10.18653%2Fv1%2F2021.maiworkshop-1.1
• [C5]Iberlef 2021 overview: Natural language processing for iberian languages
  Conferencia · Ceur Workshop Proceedings · 2021 · Vol. 2943 · pp. 1-15 · Citas: 8
  Gonzalo J.; Montes-Y-Gómez M.; Rosso P.
• [C6]UACH at SMM4H: a BERT based approach for classification of COVID-19 Twitter posts
  Conferencia · Social Media Mining for Health Smm4h 2021 Proceedings of the 6th Workshop and Shared Tasks · 2021 · pp. 65-68 · Citas: 7
  Chávez A.V.; López Santillán J.R.; Montes-Y-Gómez M.

2020

• [C7]Brain Tumor Segmentation using an Encoder-Decoder Network with a Multiscale Feature Module
  Conferencia · 2020 IEEE International Autumn Meeting on Power Electronics and Computing Ropec 2020 · 2020 · Citas: 2
  Prieto-Ordaz O.; Ramirez-Alonso G.; Gonzalez L.C.; Lopez-Santillan R.; Montes-Y-Gomez M.
  DOIhttps://doi.org/10.1109%2FROPEC50909.2020.9258718
• [A1]τ-SS3: A text classifier with dynamic n-grams for early risk detection over text streams
  Artículo · Pattern Recognition Letters · 2020 · Vol. 138 · pp. 130-137 · Citas: 17
  Burdisso S.G.; Errecalde M.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1016%2Fj.patrec.2020.07.001
• [A2]From neighbors to strengths - the k-strongest strengths (kSS) classification algorithm
  Artículo · Pattern Recognition Letters · 2020 · Vol. 136 · pp. 301-308 · Citas: 4
  Aguilera J.; González L.C.; Montes-y-Gómez M.; López R.; Escalante H.J.
  DOIhttps://doi.org/10.1016%2Fj.patrec.2020.06.020
• [E1]Special Section: CIARP 2018
  Editorial · Pattern Recognition Letters · 2020 · Vol. 136 · pp. 317
  Fierrez J.; Morales A.; Vera-Rodriguez R.; Montes-y-Gomez M.; Velastin S.A.
  DOIhttps://doi.org/10.1016%2Fj.patrec.2019.10.014
• [A3]Masking domain-specific information for cross-domain deception detection
  Artículo · Pattern Recognition Letters · 2020 · Vol. 135 · pp. 122-130 · Citas: 24
  Sánchez-Junquera J.; Villaseñor-Pineda L.; Montes-y-Gómez M.; Rosso P.; Stamatatos E.
  DOIhttps://doi.org/10.1016%2Fj.patrec.2020.04.020
• [A4]Richer Document Embeddings for Author Profiling tasks based on a heuristic search
  Artículo · Information Processing and Management · 2020 · Vol. 57 · Núm. 4 · Citas: 22
  López-Santillán R.; Montes-Y-Gómez M.; González-Gurrola L.C.; Ramírez-Alonso G.; Prieto-Ordaz O.
  DOIhttps://doi.org/10.1016%2Fj.ipm.2020.102227
• [A5]Gated multimodal networks
  Artículo · Neural Computing and Applications · 2020 · Vol. 32 · Núm. 14 · pp. 10209-10228 · Citas: 70
  Arevalo J.; Solorio T.; Montes-y-Gómez M.; González F.A.
  DOIhttps://doi.org/10.1007%2Fs00521-019-04559-1
• [C8]Iberlef 2020iberian languages evaluation forum 2020 proceedings of the iberian languages evaluation forum (iberlef 2020)co-located with 36th conference of the Spanish society for natural languageprocessing (sepln 2020)
  Conferencia · Ceur Workshop Proceedings · 2020 · Vol. 2664 · pp. 71-84
  Cumbreras M.Á.G.; Gonzalo J.; Cámara E.M.; Unanue R.M.; Rosso P.; Zafra S.J.; Ortiz-Zambrano J.A.; Miranda A.; Porta-Zamorano J.; Guitiérrez Y.; Rosá A.; Montes-Y-Gómez M.; Garciá-Vega M.
• [C9]Overview of mex-a3t at iberlef 2020: Fake news and aggressiveness analysis in mexican Spanish
  Conferencia · Ceur Workshop Proceedings · 2020 · Vol. 2664 · pp. 222-235 · Citas: 29
  Aragón M.E.; Jarquín-Vasqueza H.; Montes-Y-Gómez M.; Escalante H.J.; Villasenõr-Pineda L.; Gómez-Adorno H.; Posadas-Durán J.P.; Bel-Enguix G.
• [C10]Attention to emotions: Detecting mental disorders in social media
  Conferencia · Lecture Notes in Computer Science · 2020 · Vol. 12284 LNAI · pp. 231-239 · Citas: 8
  Aragón M.E.; López-Monroy A.P.; González L.C.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2F978-3-030-58323-1_25
• [C11]A Mixed Information Source Approach for Biomedical Question Answering: MindLab at BioASQ 7B
  Conferencia · Communications in Computer and Information Science · 2020 · Vol. 1168 CCIS · pp. 595-606 · Citas: 1
  Pineda-Vargas M.; Rosso-Mateus A.; González F.A.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2F978-3-030-43887-6_54
• [A6]Deep fusion of multiple term-similarity measures for biomedical passage retrieval
  Artículo · Journal of Intelligent and Fuzzy Systems · 2020 · Vol. 39 · Núm. 2 · pp. 2239-2248 · Citas: 2
  Rosso-Mateus A.; Montes-Y-Gómez M.; Rosso P.; González F.A.
  DOIhttps://doi.org/10.3233%2FJIFS-179887
• [O1]Forensic analysis recognition
  ch · Lecture Notes on Data Engineering and Communications Technologies · 2020 · Vol. 34 · pp. 1-18
  López-Monroy A.P.; Escalante H.J.; Montes-Y-Gómez M.; Baró X.
  DOIhttps://doi.org/10.1007%2F978-3-030-29326-0_1
• [C12]A Deep Metric Learning Method for Biomedical Passage Retrieval
  Conferencia · Coling 2020 28th International Conference on Computational Linguistics Proceedings of the Conference · 2020 · pp. 6229-6239 · Citas: 1
  Rosso-Mateus A.; Montes-Y-Gómez M.; González F.A.
  DOIhttps://doi.org/10.18653%2Fv1%2F2020.coling-main.548
• [C13]INAOE-CIMAT at eRisk 2020: Detecting Signs of Self-Harm using Sub-Emotions and Words
  Conferencia · Ceur Workshop Proceedings · 2020 · Vol. 2696 · Citas: 2
  Aragón M.E.; Pastor López-Monroy A.; Montes-Y-Gómez M.
• [C14]Not all swear words are used equal: Attention over word n-grams for abusive language identification
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2020 · Vol. 12088 LNCS · pp. 282-292 · Citas: 5
  Jarquín-Vásquez H.J.; Montes-y-Gómez M.; Villaseñor-Pineda L.
  DOIhttps://doi.org/10.1007%2F978-3-030-49076-8_27

2019

• [A7]A text classification framework for simple and effective early depression detection over social media streams
  Artículo · Expert Systems with Applications · 2019 · Vol. 133 · pp. 182-197 · Citas: 196
  Burdisso S.G.; Errecalde M.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1016%2Fj.eswa.2019.05.023
• [A8]Exploiting label semantic relatedness for unsupervised image annotation with large free vocabularies
  Artículo · Multimedia Tools and Applications · 2019 · Vol. 78 · Núm. 14 · pp. 19641-19662 · Citas: 1
  Pellegrin L.; Escalante H.J.; Montes-y-Gómez M.; González F.A.
  DOIhttps://doi.org/10.1007%2Fs11042-019-7357-2
• [A9]Paraphrase plagiarism identification with character-level features
  Artículo · Pattern Analysis and Applications · 2019 · Vol. 22 · Núm. 2 · pp. 669-681 · Citas: 23
  Sánchez-Vega F.; Villatoro-Tello E.; Montes-y-Gómez M.; Rosso P.; Stamatatos E.; Villaseñor-Pineda L.
  DOIhttps://doi.org/10.1007%2Fs10044-017-0674-z
• [A10]Novel Distributional Visual-Feature Representations for image classification
  Artículo · Multimedia Tools and Applications · 2019 · Vol. 78 · Núm. 9 · pp. 11313-11336 · Citas: 2
  López-Monroy A.P.; Montes-y-Gómez M.; Escalante H.J.; González F.A.
  DOIhttps://doi.org/10.1007%2Fs11042-018-6674-1
• [C15]Overview of the task on irony detection in Spanish variants
  Conferencia · Ceur Workshop Proceedings · 2019 · Vol. 2421 · pp. 229-256 · Citas: 34
  Ortega-Bueno R.; Rangel F.; Farías D.I.H.; Rosso P.; Montes-Y-Gómez M.; Medina-Pagola J.E.
• [C16]Overview of MEX-A3T at IberLEF 2019: Authorship and aggressiveness analysis in Mexican Spanish tweets
  Conferencia · Ceur Workshop Proceedings · 2019 · Vol. 2421 · pp. 478-494 · Citas: 41
  Aragón M.E.; Álvarez-Carmona M.; Montes-Y-Gómez M.; Escalante H.J.; Villaseñor-Pineda L.; Moctezuma D.
• [C17]Jointly learning author and annotated character N-gram embeddings: A case study in literary text
  Conferencia · International Conference Recent Advances in Natural Language Processing Ranlp · 2019 · Vol. 2019-September · pp. 684-692 · Citas: 4
  Maharjan S.; Mave D.; Shrestha P.; Montes-Y-Gómez M.; González F.A.; Solorio T.
  DOIhttps://doi.org/10.26615%2F978-954-452-056-4_080
• [C18]An evolutionary approach to build user representations for profiling of bots and humans in twitter notebook for PaN at CLEF 2019
  Conferencia · Ceur Workshop Proceedings · 2019 · Vol. 2380 · Citas: 2
  López-Santillán R.; González-Gurrola L.C.; Montes-Y-Gómez M.; Ramírez-Alonso G.; Prieto-Ordaz O.
• [C19]Predicting academic-challenge success
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2019 · Vol. 11401 LNCS · pp. 874-883
  López D.; Villaseñor L.; Montes-y-Gómez M.; Morales E.; Escalante H.J.
  DOIhttps://doi.org/10.1007%2F978-3-030-13469-3_101
• [C20]Cross-Cultural Image-Based Author Profiling in Twitter
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2019 · Vol. 11835 LNAI · pp. 353-363 · Citas: 2
  Feliciano-Avelino I.; Álvarez-Carmona M.; Escalante H.J.; Montes-y-Gómez M.; Villaseñor-Pineda L.
  DOIhttps://doi.org/10.1007%2F978-3-030-33749-0_28
• [C21]Bots and Gender Profiling using Masking Techniques Notebook for PAN at CLEF 2019
  Conferencia · Ceur Workshop Proceedings · 2019 · Vol. 2380 · Citas: 3
  Jimenez-Villar V.; Sánchez-Junquera J.; Montes-Y-Gómez M.; Villaseñor-Pineda L.; Ponzetto S.P.
• [A11]A comparative analysis of distributional term representations for author profiling in social media
  Artículo · Journal of Intelligent and Fuzzy Systems · 2019 · Vol. 36 · Núm. 5 · pp. 4857-4868 · Citas: 7
  Álvarez-Carmona M.A.; Villatoro-Tello E.; Montes-Y-Gómez M.; Villaseñor-Pineda L.
  DOIhttps://doi.org/10.3233%2FJIFS-179033
• [A12]Online hate speech against women: Automatic identification of misogyny and sexism on twitter
  Artículo · Journal of Intelligent and Fuzzy Systems · 2019 · Vol. 36 · Núm. 5 · pp. 4743-4752 · Citas: 140
  Frenda S.; Ghanem B.; Montes-Y-Gómez M.; Rosso P.
  DOIhttps://doi.org/10.3233%2FJIFS-179023
• [C22]Crosslingual Depression Detection in Twitter Using Bilingual Word Alignments
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2019 · Vol. 11696 LNCS · pp. 49-61 · Citas: 6
  Coello-Guilarte L.; Ortega-Mendoza R.M.; Villaseñor-Pineda L.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2F978-3-030-28577-7_2
• [C23]Detecting depression in social media using fine-grained emotions
  Conferencia · Naacl Hlt 2019 2019 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologies Proceedings of the Conference · 2019 · Vol. 1 · pp. 1481-1486 · Citas: 74
  Aragón M.E.; Pastor López-Monroy A.; González-Gurrola L.C.; Montes-Y-Gómez M.
• [C24]UACh-INAOE at HASOC 2019: Detecting aggressive tweets by incorporating authors' traits as descriptors
  Conferencia · Ceur Workshop Proceedings · 2019 · Vol. 2517 · pp. 300-307
  Casavantes M.; Lopez R.; González-Gurrola L.C.; Montes-Y-Gomez M.
• [C25]A new weighted k-nearest neighbor algorithm based on newton’s gravitational force
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2019 · Vol. 11401 LNCS · pp. 305-313 · Citas: 7
  Aguilera J.; González L.; Montes-y-Gómez M.; Rosso P.
  DOIhttps://doi.org/10.1007%2F978-3-030-13469-3_36
• [C26]INAOE-CIMAT at ERISk 2019: Detecting Signs of Anorexia using Fine-Grained Emotions
  Conferencia · Ceur Workshop Proceedings · 2019 · Vol. 2380 · Citas: 4
  Aragón M.E.; Pastor López-Monroy A.; Montes-Y-Gómez M.
• [C27]Exploring the Use of Psycholinguistic Information in Author Profiling
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2019 · Vol. 11524 LNCS · pp. 411-421 · Citas: 4
  Hernández Farías D.I.; Ortega-Mendoza R.M.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1007%2F978-3-030-21077-9_38
• [C28]LTL-INAOE's participation at Erisk 2019: Detecting anorexia in social media through shared personal information
  Conferencia · Ceur Workshop Proceedings · 2019 · Vol. 2380 · Citas: 1
  Ortega-Mendoza R.M.; Farías D.I.H.; Montes-Y-Gómez M.
• [A13]Author profiling on social media using new weighting schemes that emphasize personal information
  Artículo · Computacion Y Sistemas · 2019 · Vol. 23 · Núm. 2 · pp. 501-510 · Citas: 1
  Mendoza R.M.O.; Arcega A.F.; Montes Y Gómez M.
  DOIhttps://doi.org/10.13053%2FCyS-23-2-3005
• [C29]UNSL at Erisk 2019: A Unified Approach for Anorexia, Self-harm and Depression Detection in Social Media
  Conferencia · Ceur Workshop Proceedings · 2019 · Vol. 2380 · Citas: 11
  Burdisso S.G.; Errecalde M.; Montes-Y-Gómez M.

2018

• [A14]A Genetic Programming Approach for Driving Score Calculation in the Context of Intelligent Transportation Systems
  Artículo · IEEE Sensors Journal · 2018 · Vol. 18 · Núm. 17 · pp. 7183-7192 · Citas: 21
  Lopez J.R.; Gonzalez L.C.; Wahlstrom J.; Montes Y Gomez M.; Trujillo L.; Ramirez-Alonso G.
  DOIhttps://doi.org/10.1109%2FJSEN.2018.2856112
• [A15]Equivalences Among Polarity Algorithms
  Artículo · Studia Logica · 2018 · Vol. 106 · Núm. 2 · pp. 371-395 · Citas: 2
  Lavalle-Martínez J.d.J.; Montes-y-Gómez M.; Villaseñor-Pineda L.; Jiménez-Salazar H.; Bárcenas-Patiño I.E.
  DOIhttps://doi.org/10.1007%2Fs11225-017-9743-y
• [A16]Emphasizing personal information for Author Profiling: New approaches for term selection and weighting
  Artículo · Knowledge Based Systems · 2018 · Vol. 145 · pp. 169-181 · Citas: 19
  Ortega-Mendoza R.M.; López-Monroy A.P.; Franco-Arcega A.; Montes-y-Gómez M.
  DOIhttps://doi.org/10.1016%2Fj.knosys.2018.01.014
• [A17]A visual approach for age and gender identification on Twitter
  Artículo · Journal of Intelligent and Fuzzy Systems · 2018 · Vol. 34 · Núm. 5 · pp. 3133-3145 · Citas: 14
  Álvarez-Carmona M.A.; Pellegrin L.; Montes-Y-Gómez M.; Sánchez-Vega F.; Escalante H.J.; López-Monroy A.P.; Villaseñor-Pineda L.; Villatoro-Tello E.
  DOIhttps://doi.org/10.3233%2FJIFS-169497
• [C30]UNSL's participation at eRisk 2018 Lab
  Conferencia · Ceur Workshop Proceedings · 2018 · Vol. 2125 · Citas: 4
  Funez D.G.; Garciarena Ucelay M.J.; Villegas M.P.; Burdisso S.G.; Cagnina L.C.; Montes-Y-Gómez M.; Errecalde M.L.
• [C31]Overview of MEX-A3T at IberEval 2018: Authorship and aggressiveness analysis in Mexican Spanish tweets
  Conferencia · Ceur Workshop Proceedings · 2018 · Vol. 2150 · pp. 74-96 · Citas: 30
  Álvarez-Carmona M.; Guzmán-Falcón E.; Montes-y-Gómez M.; Escalante H.J.; Villaseñor-Pineda L.; Reyes-Meza V.; Rico-Sulayes A.