Juan Ignacio Guerrero

Detection of frauds and other non-technical losses in a power utility using Pearson coefficient, Bayesian networks and decision trees

Íñigo Monedero, Félix Biscarri, Carlos León et al. · International Journal of Electrical Power & Energy Systems · 2011 · 159 citations · Full text

Fraud Detection, Engineering, Data Science +11

Rule-based system to detect energy efficiency anomalies in smart buildings, a data mining approach

Manuel Peña, Félix Biscarri, Juan Ignacio Guerrero et al. · Expert Systems with Applications · 2016 · 116 citations

Built Environment, Engineering, Smart Building +15

A retrospective analysis of the impact of the COVID-19 restrictions on energy consumption at a disaggregated level

Sebastián García, Antonio Parejo, Enrique Personal et al. · Applied Energy · 2021 · 84 citations · Full text

Energy Consumption, Energy Conservation, Disaggregated Level +6

Improving Knowledge-Based Systems with statistical techniques, text mining, and neural networks for non-technical loss detection

Juan Ignacio Guerrero, Carlos León, Íñigo Monedero et al. · Knowledge-Based Systems · 2014 · 83 citations · Full text

Natural Language Processing, Knowledge-based Systems, Knowledge Base +12

Non-Technical Losses Reduction by Improving the Inspections Accuracy in a Power Utility

Juan Ignacio Guerrero, Íñigo Monedero, Félix Biscarri et al. · IEEE Transactions on Power Systems · 2017 · 83 citations · Full text

Engineering, Computer Analysis, Null Consumption +24