Prescriptive Analytics-based Methodologies for Healthcare Data: A Systematic Literature Review.

María Josefa Somodevilla García María J. Somodevilla Josefa Somodevilla Benemérita Universidad Autónoma de Puebla (BUAP), Puebla, México

Gustavo Emilio Mendoza-Olguín María Josefa Somodevilla García Concepción Pérez de Célis Yanin Chavarri-Guerra Prescriptive Analytics-based Methodologies for Healthcare Data: A Systematic Literature Review. 2024 28 Computación y Sistemas (CyS) 4 https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/5282 db/journals/cys/cys28.html#MendozaOlguinGCC24 streams/journals/cys

Yuridiana Alemán María J. Somodevilla Darnes Vilariño Semi-Automatic Creation of Ontologies from Unstructured Pedagogical Texts to Assist in Significant Learning. 2022 26 Computación y Sistemas 1 https://doi.org/10.13053/cys-26-1-4168 db/journals/cys/cys26.html#AlemanSV22

Stephanie Vázquez González María Josefa Somodevilla García Rosalva Loreto López Helena Gómez-Adorno Creating a corpus of historical documents for emotions identification. 4779-4787 2022 42 J. Intell. Fuzzy Syst. 5 https://doi.org/10.3233/JIFS-219265 db/journals/jifs/jifs42.html#GonzalezGLG22

Yuridiana Alemán María J. Somodevilla Darnes Vilariño An Analysis of Variance Method for Detection of Collocations in a Pedagogical Domain Corpus. 2020 24 Computación y Sistemas 2 https://doi.org/10.13053/cys-24-2-3411 db/journals/cys/cys24.html#AlemanSV20

Stephanie Vázquez González María Josefa Somodevilla García A computational model for speech disorders using problematic phonemes with ontological reasoning. 2305-2315 2020 39 J. Intell. Fuzzy Syst. 2 https://doi.org/10.3233/JIFS-179892 db/journals/jifs/jifs39.html#GonzalezG20

Víctor Manuel Morales-de-Jesús María Josefa Somodevilla García A Conversational Model for the Reminiscence Therapy of Patients with Early Stage of Alzheimer. 57-67 2020 149 Res. Comput. Sci. 4 https://rcs.cic.ipn.mx/2020_149_4/A%20Conversational%20Model%20for%20the%20Reminiscence%20Therapy%20of%20Patients%20with%20Early%20Stage%20of%20Alzheimer.pdf db/journals/rcs/rcs149.html#Morales-de-Jesus20

Yuridiana Alemán María Josefa Somodevilla García Darnes Vilariño Ontología de estilos de aprendizaje para asistir en el aprendizaje significativo. 929-941 2020 149 Res. Comput. Sci. 8 https://rcs.cic.ipn.mx/2020_149_8/Ontologia%20de%20estilos%20de%20aprendizaje%20para%20asistir%20en%20el%20aprendizaje%20significativo.pdf db/journals/rcs/rcs149.html#AlemanGV20

Yuridiana Alemán María J. Somodevilla Darnes Vilariño Similarity metrics analysis for principal concepts detection in ontology creation. 4753-4764 2019 36 J. Intell. Fuzzy Syst. 5 https://doi.org/10.3233/JIFS-179024 https://www.wikidata.org/entity/Q127871234 db/journals/jifs/jifs36.html#AlemanSV19

Alberto Tapia-Palacios Darnes Vilariño Beatríz Beltrán María Josefa Somodevilla García José de Jesús Lavalle-Martínez Captura de atributos discriminativos. 61-69 2019 148 Res. Comput. Sci. 3 https://rcs.cic.ipn.mx/2019_148_3/Captura%20de%20atributos%20discriminativos.pdf db/journals/rcs/rcs148.html#Tapia-PalaciosV19

Luis A. Santamaría C. Sarahí Zuñiga H. Ivo H. Pineda María J. Somodevilla Mario Rossainz López DNA Sequence Recognition using Image Representation. 105-114 2019 148 Res. Comput. Sci. 3 https://rcs.cic.ipn.mx/2019_148_3/DNA%20Sequence%20Recognition%20using%20Image%20Representation.pdf db/journals/rcs/rcs148.html#CHPSL19

María J. Somodevilla Víctor Manuel Morales-de-Jesús Towards a Natural Language-based Dialog Model as an Assistant Tool for Dementia Therapy. 195-203 2019 148 Res. Comput. Sci. 3 https://rcs.cic.ipn.mx/2019_148_3/Towards%20a%20Natural%20Language-based%20Dialog%20Model%20as%20an%20Assistant%20Tool%20for%20Dementia%20Therapy.pdf db/journals/rcs/rcs148.html#SomodevillaM19

Yuridiana Alemán María J. Somodevilla Darnes Vilariño A Class Validation Proposal of a Pedagogic Domain Ontology based on Clustering Analysis. 65-77 2018 11 Comput. Inf. Sci. 1 https://doi.org/10.5539/cis.v11n1p65 db/journals/ccsecis/ccsecis11.html#AlemanSV18

María Josefa Somodevilla García Darnes Vilariño Ayala Ivo Humberto Pineda Torres An Overview on Ontology Learning Tasks. 2018 22 Computación y Sistemas 1 https://doi.org/10.13053/cys-22-1-2790 db/journals/cys/cys22.html#GarciaAT18

Yuridiana Alemán María J. Somodevilla Darnes Vilariño Identificación de relaciones taxonómicas de dominio usando métricas textuales. 71-84 2018 147 Res. Comput. Sci. 6 https://rcs.cic.ipn.mx/2018_147_6/Identificacion%20de%20relaciones%20taxonomicas%20de%20dominio%20usando%20metricas%20textuales.pdf db/journals/rcs/rcs147.html#AlemanSV18

María Josefa Somodevilla García Stephanie Vázquez González Ivo Humberto Pineda Torres Concepción Pérez de Célis Herrero A Diagnostic Tool for Speech Disorders Based on NLP with Ontological Reasoning. 75-86 2018 147 Res. Comput. Sci. 10 https://rcs.cic.ipn.mx/2018_147_10/A%20Diagnostic%20Tool%20for%20Speech%20Disorders%20Based%20on%20NLP%20with%20Ontological%20Reasoning.pdf db/journals/rcs/rcs147.html#GarciaGTH18

Yuridiana Alemán María J. Somodevilla Darnes Vilariño A Proposal for Domain Ontological Learning. 63-70 2017 133 Res. Comput. Sci. https://rcs.cic.ipn.mx/2017_133/A%20Proposal%20for%20Domain%20Ontological%20Learning.pdf db/journals/rcs/rcs133.html#AlemanSV17

Lucio C. Vázquez S. María J. Somodevilla Ivo Humberto Pineda Torres Concepción Pérez de Célis A Proposal of Lexical Resources' Development for Ontological Learning in the Domain of Speech Disorders. 107-118 2017 145 Res. Comput. Sci. https://rcs.cic.ipn.mx/2017_145/A%20Proposal%20of%20Lexical%20Resources_%20Development%20for%20Ontological%20Learning%20in%20the%20Domain.pdf db/journals/rcs/rcs145.html#SSTC17

Yuridiana Alemán María Josefa Somodevilla García Darnes Vilariño Ayala A Semantic Proposal for Semiautomatic Corpus Creation in the Pedagogic Domain. 141-150 2017 145 Res. Comput. Sci. https://rcs.cic.ipn.mx/2017_145/A%20Semantic%20Proposal%20for%20Semiautomatic%20Corpus%20Creation%20in%20the%20Pedagogic%20Domain.pdf db/journals/rcs/rcs145.html#AlemanSA17

Illiana Morales Darnes Vilariño Cristina Aguilar Josefa Somodevilla SEEG-BUAP: Un corpus de señales electro-encefalográficas con emociones inducidas. 9-16 2016 125 Res. Comput. Sci. https://rcs.cic.ipn.mx/2016_125/SEEG-BUAP_%20Un%20corpus%20de%20senales%20electro-encefalograficas%20con%20emociones%20inducidas.pdf db/journals/rcs/rcs125.html#MoralesVAS16

Yuridiana Alemán Darnes Vilariño Josefa Somodevilla Clasificación de polaridad con un diccionario mediante el algoritmo de Bayes. 27-35 2016 125 Res. Comput. Sci. https://rcs.cic.ipn.mx/2016_125/Clasificacion%20de%20polaridad%20con%20un%20diccionario%20mediante%20el%20algoritmo%20de%20Bayes.pdf db/journals/rcs/rcs125.html#AlemanVS16

José A. Baez Orlando Ramos María J. Somodevilla Ivo H. Pineda Darnes Vilariño Concepción Pérez de Célis Una propuesta de clasificación automática de polaridad para notas periodísticas. 145-156 2016 125 Res. Comput. Sci. https://rcs.cic.ipn.mx/2016_125/Una%20propuesta%20de%20clasificacion%20automatica%20de%20polaridad%20para%20notas%20periodisticas.pdf db/journals/rcs/rcs125.html#BaezRSPVC16

Jesús García-Ramírez Ivo Humberto Pineda Torres María J. Somodevilla Mario Rossainz López Concepción Pérez de Célis Búsqueda paralela exhaustiva aplicada a cadenas de ADN y ARNi. 157-166 2016 125 Res. Comput. Sci. https://rcs.cic.ipn.mx/2016_125/Busqueda%20paralela%20exhaustiva%20aplicada%20a%20cadenas%20de%20ADN%20y%20ARNi.pdf db/journals/rcs/rcs125.html#Garcia-RamirezT16

María J. Somodevilla Andrea M. P. Tamborrell Ivo H. Pineda Concepción Pérez de Célis Un modelo ontológico espacial para el tratamiento de desórdenes de conducta infantil. 167-178 2016 125 Res. Comput. Sci. https://rcs.cic.ipn.mx/2016_125/Un%20modelo%20ontologico%20espacial%20para%20el%20tratamiento%20de%20desordenes%20de%20conducta%20infantil.pdf db/journals/rcs/rcs125.html#SomodevillaTPC16

Patricia Espinoza Darnes Vilariño David Pinto 0001 Josefa Somodevilla Mireya Tovar Metodología basada en grafos para la identicación de perfiles de usuario. 127-139 2015 97 Res. Comput. Sci. https://rcs.cic.ipn.mx/2015_97/Metodologia%20basada%20en%20grafos%20para%20la%20identicacion%20de%20perfiles%20de%20usuario.pdf db/journals/rcs/rcs97.html#EspinozaVPST15

María J. Somodevilla Ismael Mena Ivo H. Pineda Concepción Pérez de Célis Discovering Semantic Relationships between NCD and Lifestyle Patterns using Ontologies. 19-28 2015 99 Res. Comput. Sci. https://rcs.cic.ipn.mx/2015_99/Discovering%20Semantic%20Relationships%20between%20NCD%20and%20Lifestyle%20Patterns%20using%20Ontologies.pdf db/journals/rcs/rcs99.html#SomodevillaMPC15

Yuvila M. Sanzón Darnes Vilariño María J. Somodevilla Claudia Zepeda Mireya Tovar Modelos para detectar la polaridad de los mensajes en redes sociales. 29-42 2015 99 Res. Comput. Sci. https://rcs.cic.ipn.mx/2015_99/Modelos%20para%20detectar%20la%20polaridad%20de%20los%20mensajes%20en%20redes%20sociales.pdf db/journals/rcs/rcs99.html#SanzonVSZT15

María J. Somodevilla Ismael Mena Ivo Humberto Pineda Torres Concepción Pérez de Célis Herrero Deducting Lifestyle Patterns by Ontologies' SWRL Rules. 9-13 2015 DEXA Workshops https://doi.org/10.1109/DEXA.2015.22 https://doi.ieeecomputersociety.org/10.1109/DEXA.2015.22 conf/dexaw/2015 db/conf/dexaw/dexaw2015.html#SomodevillaMTH15 María J. Somodevilla Concepción Pérez de Célis Herrero Ivo Humberto Pineda Torres Luis E. Colmenares Ismael Mena System Development Ontology to Discover Lifestyle Patterns Associated with NCD. 47-56 2015 IWBBIO (2) https://doi.org/10.1007/978-3-319-16480-9_5 conf/iwbbio/2015-2 db/conf/iwbbio/iwbbio2015-2.html#SomodevillaHTCM15

Lucio C. Vázquez S. Ivo Humberto Pineda Torres María J. Somodevilla Concepción Pérez de Célis Herrero Mario Rossainz López Spatial-Temporal Model for Emotion Interpretation. 9-18 2014 88 Res. Comput. Sci. https://rcs.cic.ipn.mx/2014_88/Spatial-Temporal%20Model%20for%20Emotion%20Interpretation.pdf db/journals/rcs/rcs88.html#STSHL14

Jovany Marcos Ramírez Maya Carrillo-Ruíz María J. Somodevilla Atribución de autoría combinando información léxico-sintáctica mediante representaciones holográficas reducidas. 103-113 2014 88 Res. Comput. Sci. https://rcs.cic.ipn.mx/2014_88/Atribucion%20de%20autoria%20combinando%20informacion%20lexico-sintactica%20mediante%20representaciones.pdf db/journals/rcs/rcs88.html#RamirezRS14

María J. Somodevilla Concepción Pérez de Célis Ivo Humberto Pineda Torres Jaime A. Hernandez Maya Carrillo Sergio O. Zamorano Ismael Mena Development of an Ontologies System for Spatial Biomedical Applications. 24-28 2014 MICAI (Special Sessions) https://doi.org/10.1109/MICAI.2014.10 https://doi.ieeecomputersociety.org/10.1109/MICAI.2014.10 conf/micai/2014s db/conf/micai/micai2014s.html#SomodevillaCTHC14

Concepción Pérez Ivo H. Pineda María J. Somodevilla Maribel Fortiz Finding patterns in a wildfire data warehouse by applying data mining techniques. 77-86 2013 64 Res. Comput. Sci. https://rcs.cic.ipn.mx/2013_64/Fliding%20patterns%20in%20a%20wildfire%20data%20warehouse%20by%20applying%20data%20minig%20techniques.pdf db/journals/rcs/rcs64.html#PerezPSF13

María J. Somodevilla Mariano Mendez Concepción Pérez de Célis Herrero Ivo Humberto Pineda Torres Mining Biomedical Data from MexRisc. 36-40 2013 ENC https://doi.org/10.1109/ENC.2013.11 https://doi.ieeecomputersociety.org/10.1109/ENC.2013.11 conf/enc/2013 db/conf/enc/enc2013.html#SomodevillaMHT13 María J. Somodevilla Concepción Pérez de Célis Herrero Jaime A. Hernandez Ivo Humberto Pineda Torres Ontology Based Framework to Represent Relationships between Biomedical Spatial Data. 257-261 2013 MICAI (Special Sessions) https://doi.org/10.1109/MICAI.2013.37 https://doi.ieeecomputersociety.org/10.1109/MICAI.2013.37 conf/micai/2013s db/conf/micai/micai2013s.html#SomodevillaHHT13

Belém Priego Sánchez Ivo Humberto Pineda Torres Jaime Hernández Gómez María Josefa Somodevilla García Geontomex: una ontología espacial de México para la desambiguación de topónimos. 103-112 2012 55 Res. Comput. Sci. https://rcs.cic.ipn.mx/2012_55/Geontomex%20una%20ontolog%C3%ADa%20espacial%20de%20M%C3%A9xico%20para%20la%20desambiguaci%C3%B3n%20de%20top%C3%B3nimos.pdf db/journals/rcs/rcs55.html#SanchezTGG12

María J. Somodevilla Yuridiana Alemán Helena Gómez-Adorno Nahun Loya Almacén de datos espacial para el análisis de desastres naturales en el continente americano. 39-46 2012 57 Res. Comput. Sci. https://rcs.cic.ipn.mx/2012_57/Almac%C3%A9n%20de%20datos%20espacial%20para%20el%20an%C3%A1lisis%20de%20desastres%20naturales%20en%20el%20continente%20americano.pdf db/journals/rcs/rcs57.html#SomodevillaAGL12

Belém Priego Sánchez María Josefa Somodevilla García Rafael Guzmán-Cabrera Ivo Humberto Pineda Torres Maya Carrillo A Classification Model with Corpus Enrichment for Toponym Disambiguation. 472-480 2012 IBERAMIA https://doi.org/10.1007/978-3-642-34654-5_48 conf/iberamia/2012 db/conf/iberamia/iberamia2012.html#SanchezGGTC12

Concepción Pérez de Célis Herrero Jaime Lara Alvarez Gustavo Cossio Aguilar María Josefa Somodevilla García An Approach to Art Collections Management and Content-based Recovery. 447-458 2011 7 J. Inf. Process. Syst. 3 https://doi.org/10.3745/JIPS.2011.7.3.447 https://www.wikidata.org/entity/Q125589910 db/journals/jips/jips7.html#HerreroAAG11

Darnes Vilariño Israel Guzmán Ivo H. Pineda María J. Somodevilla Modeling Intelligent Agents in Virtual Worlds. 77-88 2011 53 Res. Comput. Sci. https://rcs.cic.ipn.mx/2011_53/Modeling%20Intelligent%20Agents%20in%20Virtual%20Worlds.pdf db/journals/rcs/rcs53.html#VilarinoGPS11

Miriam Salcedo H. Darnes Vilariño Ayala Fabiola López y López María Josefa Somodevilla García Clearing Policy for an Specialist Agent in Marketing Strategies. 78-83 2010 5 J. Convergence Inf. Technol. 7 http://www.aicit.org/jcit/ppl/JCIT_09-10_374138.pdf db/journals/jcit/jcit5.html#HALG10

Darnes Vilariño Fabiola López y López Israel Guzmán María J. Somodevilla An Intelligent Agent Who Teaches the Basics Operations with an Abacus inside Virtual World "Second Life". 165-176 2010 49 Res. Comput. Sci. https://rcs.cic.ipn.mx/2010_49/An%20Intelligent%20Agent%20Who%20Teaches%20the%20Basics%20Operations%20with%20an%20Abacus%20inside%20Virtual%20World%20%E2%80%9CSecond%20Life%E2%80%9D.pdf db/journals/rcs/rcs49.html#VilarinoLGS10

María Josefa Somodevilla García Beatríz Beltrán David Pinto 0001 Darnes Vilariño Ayala José Cruz Aaron The BUAP Participation at the Web Service Discovery Track of INEX 2010. 347-350 2010 INEX https://doi.org/10.1007/978-3-642-23577-1_33 conf/inex/2010 db/conf/inex/inex2010.html#SomodevillaBPAA10

Darnes Vilariño Fabiola López y López Josefa Somodevilla Mireya Tovar Miriam Salcedo H. A Specialist Agent in Marketing Strategies for Quotes Establishment. 201-212 2009 42 Res. Comput. Sci. https://rcs.cic.ipn.mx/2009_42/A%20Specialist%20Agent%20in%20Marketing%20Strategies%20for%20Quotes%20Establishment.pdf db/journals/rcs/rcs42.html#VilarinoLSTH09

Enrique Castillo Juárez Ivo Humberto Pineda Torres María J. Somodevilla Manuel Martín Ortiz Query an Image Database by Segmentation and Content. 127-134 2009 ENC https://doi.org/10.1109/ENC.2009.39 https://doi.ieeecomputersociety.org/10.1109/ENC.2009.39 conf/enc/2009 db/conf/enc/enc2009.html#JuarezTSO09 David Pinto 0001 Mireya Tovar Darnes Vilariño Beatríz Beltrán Josefa Somodevilla BUAP_1: A Naïve Approach to the Entity Linking Task. 2009 TAC https://tac.nist.gov/publications/2009/participant.papers/BUAP_1.proceedings.pdf conf/tac/2009 db/conf/tac/tac2009.html#PintoTVBS09 María Josefa Somodevilla García Ivo Humberto Pineda Torres José Tecuapacho Zecua Framework for Discovering Association Rules in a Fuzzy Data Cube. 126-131 2008 ENC https://doi.org/10.1109/ENC.2008.17 https://doi.ieeecomputersociety.org/10.1109/ENC.2008.17 conf/enc/2008 db/conf/enc/enc2008.html#GarciaTZ08 David Pérez María Josefa Somodevilla García Ivo Humberto Pineda Torres Fuzzy Spatial Data Warehouse: A Multidimensional Model. 3-9 2007 ENC https://doi.org/10.1109/ENC.2007.15 https://doi.ieeecomputersociety.org/10.1109/ENC.2007.15 conf/enc/2007 db/conf/enc/enc2007.html#PerezGT07 Akram Shehadi Saynez María Josefa Somodevilla García Manuel Martín Ortiz Ivo Humberto Pineda Torres H-Tree: A data structure for fast path-retrieval in rooted trees. 25-32 2007 ENC https://doi.org/10.1109/ENC.2007.26 https://doi.ieeecomputersociety.org/10.1109/ENC.2007.26 conf/enc/2007 db/conf/enc/enc2007.html#SaynezGOT07 Pedro Martínez Galaviz Arturo Rojas López María Josefa Somodevilla García Ivo Humberto Pineda Torres Algorithm of Clustering for Color Images Segmentation. 306-310 2005 conf/conielecomp/2005 CONIELECOMP https://doi.org/10.1109/CONIEL.2005.16 https://doi.ieeecomputersociety.org/10.1109/CONIEL.2005.16 db/conf/conielecomp/conielecomp2005.html#GalavizLGT05 Frederick E. Petry María J. Somodevilla Modeling Issues for Rubber-Sheeting Process in an Object Oriented, Distributed and Parallel Environment. 693-698 https://doi.org/10.1007/3-540-45049-1_83 2000 conf/ieaaie/2000 IEA/AIE db/conf/ieaaie/ieaaie2000.html#PetryS00 José Cruz Aaron Cristina Aguilar Gustavo Cossio Aguilar Yuridiana Alemán Jaime Lara Alvarez Darnes Vilariño AyalaDarnes Vilariño José A. Baez Beatríz Beltrán Luis A. Santamaría C. Maya CarrilloMaya Carrillo-Ruíz Yanin Chavarri-Guerra Luis E. Colmenares Claudia Zepeda CortésClaudia Zepeda Patricia Espinoza Maribel Fortiz Pedro Martínez Galaviz Jesús García-Ramírez Jaime Hernández Gómez Helena Gómez-Adorno Stephanie Vázquez González Israel Guzmán Rafael Guzmán-Cabrera Miriam Salcedo H. Sarahí Zuñiga H. Jaime A. Hernandez Concepción Pérez de Célis HerreroConcepción Pérez de CélisConcepción Pérez Enrique Castillo Juárez José de Jesús Lavalle-Martínez Arturo Rojas López Fabiola López y López Mario Rossainz López Rosalva Loreto López Nahun Loya Ismael Mena Mariano Mendez Gustavo Emilio Mendoza-Olguín Illiana Morales Víctor Manuel Morales-de-Jesús Manuel Martín Ortiz David Pérez Fred PetryFrederick E. Petry David Pinto 0001 Jovany Marcos Ramírez Orlando Ramos Lucio C. Vázquez S. Belém Priego Sánchez Yuvila M. Sanzón Akram Shehadi Saynez Andrea M. P. Tamborrell Alberto Tapia-Palacios Ivo Humberto Pineda TorresIvo H. Pineda Mireya Tovar Sergio O. Zamorano José Tecuapacho Zecua