Profiles


Marcos Patricio Orellana Cordero

Profesional con amplia experiencia en bases de datos Oracle y dirección de departamentos de TI. Desarrollador de Sistemas de Información Transaccionales y de Inteligencia de Negocios. Docente y Coordinador de Escuela Ingeniería de Ciencias de la Computación de la Universidad del Azuay, responsable del Laboratorio de Investigación y Desarrollo en Informática (LIDI)., , https://scholar.google.com.ec/citations?user=tc3-fvkAAAAJ&hl=es, https://orcid.org/0000-0002-3671-9362

0000-0002-3671-9362 0000-0002-3671-9362

marore@uazuay.edu.ec

Marcos Patricio Orellana Cordero

Education


  • Magister en Docencia Universitaria, Universidad Del Azuay, Ecuador, 2016
  • Magister en Gestión de Sistemas de Información e Inteligencia de Negocios, Escuela Politecnica Del Ejercito, Ecuador, 2016
  • Especialista en Docencia Universitaria, Universidad Del Azuay, Ecuador, 2005
  • Ingeniero de Sistemas, Universidad Del Azuay, Ecuador, 2003

Marcos Patricio Orellana Cordero

Profesional con amplia experiencia en bases de datos Oracle y dirección de departamentos de TI. Desarrollador de Sistemas de Información Transaccionales y de Inteligencia de Negocios. Docente y Coordinador de Escuela Ingeniería de Ciencias de la Computación de la Universidad del Azuay, responsable del Laboratorio de Investigación y Desarrollo en Informática (LIDI)., , https://scholar.google.com.ec/citations?user=tc3-fvkAAAAJ&hl=es, https://orcid.org/0000-0002-3671-9362

0000-0002-3671-9362 0000-0002-3671-9362

marore@uazuay.edu.ec


Publications

  • Rescuing Relevant Features from Active Aging Surveys: A Data Mining Perspective. Information and Communication Technologies for Ageing Well and e-Health, pág: 138-156 (2023)
    Link: https://doi.org/10.1007/978-3-031-37496-8_8

  • Application of Data Mining Clustering for Patterns Analysis of Cyberbullying Surveys. International Congress on Information and Communication Technology, pág: 10 (2023)
    Link: https://doi.org/10.1007/978-981-99-3236-8_26

  • A Methodology to Develop an Outdoor Activities Recommender Based on Air Pollution Variables. Communications in Computer and Information Science, pág: 171-185 (2022)
    Link: https://doi.org/10.1007/978-3-031-18272-3_12

  • Data Mining Applied to a Serious Game of Memory and Attention Training. Communications in Computer and Information Science, pág: 58-68 (2022)
    Link: https://doi.org/10.1007/978-3-030-99170-8_5

  • Finding Insights between Active Aging Variables: Towards a Data Mining Approach. Proceedings of the 8th International Conference on Information and Communication Technologies for Ageing Well and e-Health - ICT4AWE, pág: 268-275 (2022)
    DOI: http://doi.org/10.5220/0011068100003188

  • Improving with Metaheuristics the Item Selection in Parallel Coordinates Plot. Communications in Computer and Information Science, pág: 186-200 (2022)
    Link: https://doi.org/10.1007/978-3-031-18272-3_13

  • Towards the Recommendation of Time for Physical Activities Based on Air Pollution and Meteorological Variables. Communications in Computer and Information Science, pág: 318–331 (2022)
    Link: https://doi.org/10.1007/978-3-030-99170-8_23

  • Extracción de conocimiento mediante ventanas de tiempo en variables atmosféricas. Revista Tecnolo´gica Espol - RTE, pág: 1-12 (2022)
    Link: https://doi.org/10.37815/rte.v34n3.952

  • Discovering Patterns of Time Association Among Air Pollution and Meteorological Variables. Advances in Information and Communication, pág: 11 (2021)
    Link: https://doi.org/10.1007/978-3-030-73103-8_13

  • Improving Classification Models Using the Frequency of Terms and a Percentage Relation Approach Between Classes for Emergency Calls. Information and Communication Technologies, pág: 11 (2021)
    Link: https://doi.org/10.1007/978-3-030-73103-8_14

  • Behavior Analysis of Atmospheric Components and Meteorological Variables Applying Data Mining Association Techniques. Information and Communication Technologies, pág: 11 (2021)
    Link: https://doi.org/10.1007/978-3-030-73103-8_12

  • Application of the LSA Technique to Determine the Priority of Alerts from a Command and Control Center. International Conference on eDemocracy & eGovernment (ICEDEG), pág: 210-214 (2021)
    Link: https://doi.org/10.1109/ICEDEG52154.2021.9530965

  • Discovering Patterns of Time Association Among Air Pollution and Meteorological Variables. Advances in Intelligent Systems and Computing, pág: 205-215 (2021)
    Link: https://doi.org/10.1007/978-3-030-73103-8_13

  • A comparative evaluation of preprocessing techniques for short texts in Spanish. Future of Information and Communication Conference , pág: 14 (2020)

  • An evaluation methodology of named entities recognition in Spanish language: Case study ECU 911. International Journal on Advanced Science, Engineering and Information Technology, pág: 8 (2020)

  • A methodology to predict emergency call high-priority: Case study ECU-911. Seventh International Conference on eDemocracy & eGovernment, pág: 5 (2020)

  • A novel imputation method for missing values in air pollutant time series data. IEEE LA-CCI 2019 Conference Proceedings, pág: 6 (2020)

  • Outlier detection with data mining techniques and statistical methods. ENFOQUE UTE, pág: 11 (2020)
    Link: https://doi.org/10.29019

  • A Data Infrastructure for Managing Information Obtained from Ambient Assisted Living Environments . International Conference on Information Systems and Computer Science, pág: 6 (2020)

  • A Middleware for Managing the Heterogeneity of Data Provining from IoT Devices in Ambient Assisted Living Environments. IEEE ANDESCON 2020, pág: 10 (2020)
    Link: https://doi.org/10.1109/ANDESCON50619.2020.9272163

  • NARX Neural Network for Imputation of Missing Data in Air Pollution Datasets. Information and Communication Technologies, pág: 15 (2020)
    Link: https://doi.org/10.1007/978-3-030-62833-8_18

  • Text Mining Techniques Implemented to Extract Data from Transit Events in Twitter: A Systematic Literature Review. Information and Communication Technologies, pág: 15 (2020)
    Link: https://doi.org/10.1007/978-3-030-62833-8_17

  • A Comparative Evaluation of Preprocessing Techniques for Short Texts in Spanish. Advances in Information and Communication, pág: 14 (2020)
    Link: https://doi.org/10.1007/978-3-030-39442-4_10

  • A Novel Approach to Detect Missing Values Patterns in Time Series Data. Advances in Intelligent Systems and Computing, pág: 153-166 (2020)
    Link: https://doi.org/10.1007/978-3-030-35740-5_11

  • An evaluation methodology of named entities recognition in Spanish language: ECU 911 case study. International Journal on Advanced Science, Engineering and Information Technology, pág: 1-7 (2020)
    DOI: http://doi.org/10.18517/ijaseit.10.3.10939

  • Data mining techniques applied in the neuropsychology domain: A systematic review. Digital Transformation and Innovation Technology, pág: 86-96 (2020)
    Link: https://doi.org/10.1109/Incodtrin51881.2020.00029

  • Design of Emergency Call Record Support System Applying Natural Language Processing Techniques. Conference on Information Technologies and Communication of Ecuador, pág: 13 (2019)
    Link: https://doi.org/10.1007/978-3-030-35740-5_4

  • A Novel Approach to Detect Missing Values Patterns in Time Series Data. Information and Communication Technologies of Ecuador (TIC.EC), pág: 13 (2019)
    Link: https://doi.org/10.1007/978-3-030-35740-5_11

  • Similarity Detection among Academic Contents through Semantic Technologies and Text Mining.. International Workshop on Semantic Web, pág: 12 (2018)

  • A Subject Syllabus Similarity Analysis to Address Students Mobility Issue. Society, Cybernetics and Informatics: IMSCI 2018, pág: 6 (2018)

  • Attacking an ERP with Open Source Software. Enfoque UTE, pág: 11 (2018)
    Link: https://doi.org/10.29019/enfoqueute.v9n1.253

  • Undertaking an ERP - Evaluating the security of APEX 5 developed software. 2017 International Conference on Information Systems and Computer Science (INCISCOS), pág: 7 (2018)
    Link: https://doi.org/10.29019/enfoqueute.v9n1

  • An Open Source Synchronous and Asynchronous Approach for Database Replication. Advances in Intelligent Systems and Computing, pág: 13 (2018)
    Link: https://doi.org/10.1007/978-3-030-02828-2_4

  • A text mining approach to discover real-time transit events from Twitter. Advances in Intelligent Systems and Computing, pág: 15 (2018)
    Link: https://doi.org/978-3-030-02828-2_12

  • A study on the impact of pre-processing techniques in Spanish and English text classification over short and long text documents. IEEE COMPUTER SOCIETY DIGITAL LIBRARY, pág: 8 (2018)
    Link: https://doi.org/10.1109/INCISCOS.2018.00047

  • A Text Mining Methodology to Discover Syllabi Similarities among Higher Education Institutions. IEEE COMPUTER SOCIETY DIGITAL LIBRARY, pág: 8 (2018)
    Link: https://doi.org/10.1109/INCISCOS.2018.00045

  • Discovering Behavioral Patterns Among Air Pollutants: A Data Mining Approach. IEEE COMPUTER SOCIETY DIGITAL LIBRARY, pág: 6 (2018)
    Link: https://doi.org/ 10.29019/enfoqueute.v9n4.411

  • Discovering behavioral patterns among air pollutants: A data mining approach. Revista Enfoque UTE, pág: 168-179 (2018)
    Link: https://doi.org/10.29019/enfoqueute.v9n4.411