• Learning frequent and periodic usage patterns in smart homes 

      Schweizer, Daniel (2014-01-31)
      This paper discusses how usage patterns and preferences of smart home inhabitants can be learned efficiently. Such patterns as a baseline of what constitutes normal behavior of inhabitants allows future smart homes to ...
    • Using consumer behavior data to reduce energy consumption in smart homes 

      Schweizer, Daniel; Zehnder, Michael; Wache, Holger; Zanatta, Danilo; Rodriguez, Miguel; Witschel, Hans Friedrich (2015)
      This paper discusses how usage patterns and preferences of inhabitants can be learned efficiently to allow smart homes to autonomously achieve energy savings. We propose a frequent ...