Research output per year
Research output per year
Personal profile
Research Interests
Miguel J. Torres-Ruiz es Profesor del Laboratorio de Procesamiento Inteligente de Datos Geoespaciales del Centro de Investigación en Computación, IPN. Recibió su Ph.D. en Informática en 2007. Obtuvo el Premio Mexicano de Investigación en 2006. En 2014 recibió del Presidente de la República una Mención Honorífica en el Premio Nacional de Protección Civil. Sus ámbitos de investigación se centran en el desarrollo de enfoques para conceptualizar dominios geográficos, diseño SIG inteligente y computación urbana. Particularmente sus intereses están alineados con la Inteligencia Artificial y la Ciencia de Datos.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Keywords
- TK Electrical engineering. Electronics Nuclear engineering
- QA75 Electronic computers. Computer science
SNI Level
- SNI 1
EDI
- EDI 8
Research and Postgraduate Networks
- REI08-RIAC Red de Inteligencia Artificial y Ciencia de datos
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Convolutional Neural Network-Based Feature Extraction and Weighted Twin Support Vector Machine Algorithm for Context-Aware Human Activity Recognition
Chui, K. T., Gupta, B. B., Torres-Ruiz, M., Arya, V., Alhalabi, W. & Zamzami, I. F., Apr 2023, In: Electronics (Switzerland). 12, 8, 1915.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Analysis of N-Way K-Shot Malware Detection Using Few-Shot Learning
Chui, K. T., Gupta, B. B., Lee, L. K. & Torres-Ruiz, M., 2023, International Conference on Cyber Security, Privacy and Networking, ICSPN 2022. Nedjah, N., Martínez Pérez, G. & Gupta, B. B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 33-44 12 p. (Lecture Notes in Networks and Systems; vol. 599 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Early Fall Prediction Using Hybrid Recurrent Neural Network and Long Short-Term Memory
Chui, K. T., Lytras, M. D., Liu, R. W., Zhao, M. & Ruiz, M. T., 2023, International Conference on Intelligent Computing Optimization. p. 34-41 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Early Fall Prediction Using Hybrid Recurrent Neural Network and Long Short-Term Memory
Chui, K. T., Lytras, M. D., Liu, R. W., Zhao, M. & Ruiz, M. T., 2023, Intelligent Computing and Optimization - Proceedings of the 5th International Conference on Intelligent Computing and Optimization, ICO 2022. Vasant, P., Weber, G-W., Marmolejo-Saucedo, J. A., Munapo, E. & Thomas, J. J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 34-41 8 p. (Lecture Notes in Networks and Systems; vol. 569 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Healthcare Recommender System Based on Medical Specialties, Patient Profiles, and Geospatial Information
Torres-Ruiz, M., Quintero, R., Guzman, G. & Chui, K. T., Jan 2023, In: Sustainability (Switzerland). 15, 1, 499.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations
Press/Media
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Research from Instituto Politecnico Nacional Yields New Study Findings on Mathematics (Algorithm for the Accelerated Calculation of Conceptual Distances in Large Knowledge Graphs)
Miguel Torres-Ruiz, Rolando Quintero Téllez, José Giovanni Guzmán Lugo & Carlos Guzmán Sánchez Mejorada
20/12/23
1 item of Media coverage
Press/Media: Press / Media
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Findings from Instituto Politecnico Nacional Broaden Understanding of Mathematics (A Natural-Language-Processing-Based Method for the Clustering and Analysis of Movie Reviews and Classification by Genre)
Miguel Torres-Ruiz & Rolando Quintero Téllez
11/12/23
1 item of Media coverage
Press/Media: Press / Media
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Studies from Instituto Politecnico Nacional Yield New Data on Information Technology (A Conceptual Graph-Based Method to Compute Information Content)
Felix mata , Miguel Torres-Ruiz, Rolando Quintero Téllez, Carlos Guzmán Sánchez Mejorada & Ana María Magdalena Saldaña Pérez
10/10/23
1 item of Media coverage
Press/Media: Press / Media
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Instituto Politecnico Nacional Researcher Has Published New Data on Climate Change (An Analysis of Climate Change Based on Machine Learning and an Endoreversible Model)
Miguel Torres-Ruiz, Rolando Quintero Téllez & Carlos Guzmán Sánchez Mejorada
1/08/23
1 item of Media coverage
Press/Media: Press / Media
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IPN launches teacher training to teach online
9/08/20
1 item of Media coverage
Press/Media: Press / Media