654 citations · 1.2k across the 15 of their papers we have counts for
7 papers · 1 filter
Intelligent edge-based recommender system for internet of energy applications
Aya Sayed, Yassine Himeur, Abdullah Alsalemi +2
Preserving energy in households and office buildings is a significant challenge, mainly due to the recent shortage of energy resources, the uprising of the current environmental pr…
Smart non-intrusive appliance identification using a novel local power histogramming descriptor with an improved k-nearest neighbors classifier
Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali +1
Non-intrusive load monitoring (NILM) is a key cost-effective technology for monitoring power consumption and contributing to several challenges encountered when transiting to an ef…
Reshaping consumption habits by exploiting energy-related micro-moment recommendations: A case study
Christos Sardianos, Iraklis Varlamis, Christos Chronis +5
The environmental change and its effects, caused by human influences and natural ecological processes over the last decade, prove that it is now more prudent than ever to transitio…
Artificial Intelligence based Anomaly Detection of Energy Consumption in Buildings: A Review, Current Trends and New Perspectives
Yassine Himeur, Khalida Ghanem, Abdullah Alsalemi +2
Enormous amounts of data are being produced everyday by sub-meters and smart sensors installed in residential buildings. If leveraged properly, that data could assist end-users, en…
Efficient multi-descriptor fusion for non-intrusive appliance recognition
Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali +1
Consciousness about power consumption at the appliance level can assist user in promoting energy efficiency in households. In this paper, a superior non-intrusive appliance recogni…
Building power consumption datasets: Survey, taxonomy and future directions
Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali +1
In the last decade, extended efforts have been poured into energy efficiency. Several energy consumption datasets were henceforth published, with each dataset varying in properties…
Data fusion strategies for energy efficiency in buildings: Overview, challenges and novel orientations
Yassine Himeur, Abdullah Alsalemi, Ayman Al-Kababji +2
Recently, tremendous interest has been devoted to develop data fusion strategies for energy efficiency in buildings, where various kinds of information can be processed. However, a…