Ilya Kozlovskiy

Veröffentlichungen

Kozlovskiy, I., Schöb, S., Sodenkamp, M. (2016). Non-intrusive disaggregation of water consumption data in a residential household. Lecture Notes in Informatics (accepted)

Kozlovskiy, I., Sodenkamp, M., Hopf, K., Staake, T. (2016). Energy Informatics for Environmental, Economic and Societal Sustainability: A Case of the Large-Scale Detection of Households with Old Heating Systems. ECIS, European Conference on Information Systems Proceedings, Istanbul, Turkey, 12-15 June (accepted)

Hopf, K., Sodenkamp, M., Kozlovskiy, I. (2016). Energy Data Analytics for Improved Residential Service Quality and Energy Efficiency. ECIS, European Conference on Information Systems Proceedings, Istanbul, Turkey, 12-15 June (accepted)

Sodenkamp, M., Kozlovskiy, I., Staake, T. (2016). Supervised Classification with Interdependent Variables to Support Targeted Energy Efficiency Measures in the Residential SectorDecision Analytics 3(1), p.1. Springer

Lossin, F., Kozlovskiy, I., Sodenkamp, M., Staake, T. (2016). Incentives to go green: An empirical investigation of monetary and symbolic rewards to motivate energy savings. ECIS, European Conference on Information Systems Proceedings, Istanbul, Turkey, 12-15 June

Sodenkamp, M., Kozlovskiy, I., Staake, T. (2015) Gaining IS Business Value through Big Data Analytics: A Case Study of the Energy Sector. ICIS 2015 Proceedings, Ft. Worth, USA, December

Hopf, K., Sodenkamp, M., Kozlovskiy, I., Staake, T. Household Classification Using Annual Electricity Consumption Data, accepted for presentation as poster at 4th D-A-CH Energieinformatik Conference, Karlsruhe: Germany (Nov 12 – 13, 2015)

K. Hopf, M. Sodenkamp, I. Kozlovskiy, and T. Staake (2014). Feature extraction and filtering for household classification based on smart electricity meter data, Computer Science - Research and Development, pp. 1-8, dx.doi.org/10.1007/s00450-014-0294-4, 2014

I. Kozlovskiy (2014). Residential household classification based on multi-period smart power meter data analysis. 5th PhD Workshop "Energy Informatics"