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  1. No Access

    Chapter and Conference Paper

    Prediction of Solar Radiation Using Neural Networks Forecasting

    Solar radiation and wind data play an important role in renewable energy projects to produce electricity. In Ecuador, these data are not always available for locations of interest due to absences of meteorolog...

    Ponce-Jara Marcos, Alvaro Talavera, Carlos Velásquez… in Information Management and Big Data (2021)

  2. No Access

    Chapter and Conference Paper

    Global Brand Perception Based on Social Prestige, Credibility and Social Responsibility: A Clustering Approach

    Towards the merchandising of a global brand, it is necessary to establish guidelines for marketing managers to define appropriate standardization/adaptation measures. Therefore, it is required to understand th...

    Rosario Medina-Rodríguez, Alvaro Talavera… in Information Management and Big Data (2020)

  3. No Access

    Chapter and Conference Paper

    Data Mining Algorithms for Risk Detection in Bank Loans

    This article proposes a new approach on detection of fraudulent credit operations applying computational intelligence techniques. We use a dataset of historical data of customers from a financial entity and we...

    Alvaro Talavera, Luis Cano, David Paredes… in Information Management and Big Data (2019)

  4. No Access

    Chapter and Conference Paper

    Monitoring of Air Quality with Low-Cost Electrochemical Sensors and the Use of Artificial Neural Networks for the Atmospheric Pollutants Concentration Levels Prediction

    This paper shows the preliminary results of the monitoring and estimation of air pollutants at a strategic point within the district of San Isidro, Lima - Peru. Low-cost, portable, wireless and geo-locatable e...

    Ana Luna, Alvaro Talavera, Hector Navarro, Luis Cano in Information Management and Big Data (2019)