Marcos Patricio Orellana Cordero

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