Intelligent Systems

Luis Ochoa-Toledo

Information Technology and Educational Processes

Academic Groups

M. en C. Luis Ochoa Toledo
Member of the academic staff

Coordinator of the Intelligent Systems group of the Institute of Applied Sciences and Technologies since 2018.

Among its projects and lines of research are the technological development of computer systems applying Artificial Intelligence techniques such as Expert Systems, Fuzzy Logic, Genetic Algorithms, Neural Networks, Data Mining in various domains such as Agriculture, Energy, Health, Information Media, Aeronautical Sector, etc.

Professor of Subject “A” at the Faculty of Engineering since 2007 teaching the course of “Artificial Intelligence” has PRIDE “C” and Titular Academic Technician “B” of the Group of Intelligent Systems of the ICAT since 2001. He has taught courses at the level of postgraduate course at Cesar Vallejo University, Peru, workshops at academic events, published more than 25 reports in national and international conferences, as well as more than 40 reports of sponsored projects, 6 undergraduate theses.

In 2009 he received the honorary distinction from the Santiago Antúnez de Mayolo National University, Huaraz, Peru. He received special encouragement from academic technicians “Dr. Fernando Alba Andrade ”awarded by UNAM in 2014, 2016 and 2017.

Degree in Computer Science from the Technological Institute of Zacatepec (1996).

Master in Computer Science and Engineering at UNAM (2000).

  • Development of Intelligent Systems as Support to Decision Making using techniques of: Knowledge Representation, Reasoning and Learning Models, Fuzzy Logic, Neural Networks, Genetic Algorithms.

  • Intelligent Manufacturing and Internet of Things (IoT) for the development of Integrated, Embedded, Distributed and Cooperating Intelligent Systems Architectures.
  • Development of Knowledge Management Systems and Business Intelligence applying techniques of Data Mining, Big Data, Deep Learning and Machine Learning.
  • Applications in the area of Health for Assisted Surgery using Artificial Intelligence techniques
  • Design, integration and implementation of an online digital platform to perform basic energy self-diagnostics in Small and Medium-Sized Enterprises (PyME) in manufacturing.
  • Data Science Applied to the analysis of data from aerospace platforms: Case Study of Forest Fires by zones (2021-2022).
  • Design and Development of an electronic book for the Learning of Expert Systems.
  • Design and construction of an articulated and ergonomic laparoscopic instrument.
  • Validation of a simulator prototype for learning laparoscopic skills and abilities, based on virtual reality and immersion.
  • “Artificial Intelligence”, Faculty of Engineering, UNAM, Semester 2007-II to date.
  • “Data Mining”, Postgraduate Course in Computer Science and Engineering, UNAM, 2007.
  • “Expert Systems”, Faculty of Sciences, UNAM, 2003-2006.
  • Mg. Lenin Quiñones Huatangari (2019), Toribio Rodríguez de Mendoza National University, Peru.
  • Quiñones L., Ochoa L., Milla-Pino M., Bazan J., Gamarra O., Rascon J., (2020) Water quality index using fuzzy logic Utcubamba River, Perú, Journal of Agricultural Sciences, DOI: http://dx.doi.org/10.22267/rcia, ISSN: 2256-2273

    Consultar

  • Quiñones L., Ochoa L., Kemper N., Bazán J., Gamarra O., Delgado J., (2020), Artificial Neural Network to estimate a Water Quality Index, Enfoque UTE, DOI: 10.29019/enfoque. v11n2.633, ISSN: 1390-6542

    Consultar

  • Kemper N., Morales V., Ochoa L., (2020), BIG DATA ANALYTICS as Digital Strategy for the Development of the Intellectual Capital in the Tourist Sector, VII Congreso Internacional de Ingeniería: “La Brecha Digital, retos y tendencias desde la ingeniería”, Corporación Universitaria UNITEC; Escuela de Administración de Negocios (EAN); Secretaría de las TIC de Cundinamarca, Colombia; Politécnico Gran Colombiano; Universidad Cesar Vallejo, Perú; y ORACLE.
  • Velasco G., Ochoa L., Kemper N., Velasco M., Ojeda M., (2020), Classification of forest fires, International Congress of Sustainable and Technological Entrepreneurship for Social and Business Development. Comitán Chiapas.
  • Roblero L., Velasco G., Ochoa L., Sosa R., Sánchez P., (2020), About the Atmospheric Network for Integrated Research Monitoring and the generation of QR codes applied to the Environmental Pollution Section CCA-UNAM, International Congress of Sustainable and Technological Entrepreneurship for Social and Business Development, Comitán Chiapas.
  • Borraz D., Velasco G., Ochoa L., Sosa R., Sánchez P., (2020), About the National Trends Network and design of a mobile app for monitoring atmospheric deposit data for the Environmental Pollution Section CCA-UNAM. International Congress of Sustainable and Technological Entrepreneurship for Social and Business Development, Comitán Chiapas.
  • Pérez A., Velasco G., Ochoa L., Sosa R., Sánchez P., (2020), About the Ammonia Network and design of an automated consultation system to be applied to the CCA-UNAM Environmental Pollution Section as a protocol element to start in the AMON. International Congress of Sustainable and Technological Entrepreneurship for Social and Business Development, Comitán Chiapas.
  • Morales V., Kemper N., Ochoa L., (2018), Big Data Analytics in support of intellectual capital management processes in the tourism sector, “El Turismo y la Transformación Digital”, Secretaría de Turismo (SECTUR), Instituto de Competitividad Turística (ICTUR) y la Universidad Intercontinental (UIC), Ciudad de México, México
  • Kemper N., Ochoa L., (2017), “ Identification of electrical charge signatures generated by a neural network “, Congreso SOMI XXXII, Acapulco, Guerrero, México, ISSN 2395-8499.
  • Ochoa L., Kemper N., Villalobos F., (2016), “ WEB Computer System for the management of internal audits and verifications in airport fuel stations and Auxiliary Services”, 2do Ibero-American Congress of Instrumentation and Applied Sciences – SOMI XXXI Instrumentation Congress, Guatemala, Guatemala, ISSN: 2395-8499

  • Intelligent System for the Management of Energy Efficiency in Industry.

  • WEB System for the Management of Internal Audits to Fuel Stations of the Airports and Auxiliary Services network.
  • WEB System for Operational Safety Management, SMS (Safety Management System).
  • Intelligent Computer for the elaboration of synthesized paraffinic bio-kerosene and jet fuel mixtures, and for the assurance of the quality of bioturbosin.
  • Efficient use of energy and use of renewable sources in PyMEs in the tourism sector.
  • Intelligent system for the design and evaluation of hybrid renewable energy schemes to satisfy energy consumption in housing complexes.
  • Artificial Intelligence Network for the prediction of pests and diseases in fruits and vegetables in Michoacán.
  • SIMRAD.WEB: Intelligent System for the Monitoring of Ads and Radio Advertising Guidelines.
  • WEB system for the management of Thermoelectric Plants in Mexico, developed for CFE.
  • Systems to increase the Productivity of Oil Wells: Hydraulic Fracturing Models, Acid Fracturing Models, Acidification Models, Models to evaluate Formation Damage, Multilateral Well Drilling Models, Water Injection Damage Models.