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Browsing by Author Jelić, Dea

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Issue DateTitleAuthor(s)TypeМ-cat.
2023A Semi-supervised Approach for Improving Generalization in Non-Intrusive Load Monitoring (✓)Pujić, Dea  ; Tomašević, Nikola  ; Batić, Marko  Article
21M21
2019A State-of-the-Art Review on Big Data TechnologiesJelić, Marko  ; Pujić, Dea  ; Paunović, Dejan V.  ; Hajira JabeenConference Paper
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2021An AI-Powered System for Residential Demand Response (✓)Esnaola-Gonzalez, Iker; Jelić, Marko  ; Pujić, Dea  ; Diez, Francisco Javier; Tomašević, Nikola  Article
22M22
2022Application of Reinforcement Learning for Control of Heat Pump SystemsPujić, Dea  ; Jelić, Marko  ; Batić, Marko  ; Tomašević, Nikola  Conference Paper
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2022Autonomous Demand Response Control using Heat Pumps in Residential and Commercial BuildingsPeretti Correa, Dayanne; Jelić, Marko  ; Pujić, Dea  ; Yousefi, Shima; Keane, Marcus; Tomašević, Nikola  Conference Paper
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2020Case Study from the Energy DomainPujić, Dea  ; Jelić, Marko  ; Tomašević, Nikola M.  ; Batić, Marko Č.  Encyclopedia entries
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2022Case study of Aran Islands: Optimal demand response control of heat pumps and appliancesJelić, Marko  ; Pujić, Dea  ; Tomašević, Nikola  ; Lissa, Paulo; Peretti Correa, Dayanne; Keane, MarcusBook parts
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2020Chapter 10 Case Study from the Energy Domain (✓)Pujić, Dea  ; Jelić, Marko  ; Tomašević, Nikola  ; Batić, Marko  Book parts
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2020Comparison between different ML approaches for PV and STC production forecasting using real world dataPujić, Dea  ; Jelić, Marko  ; Tomašević, Nikola M.  Conference Paper
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2020Correlation between IoT sensor measurements and total electricity consumption in smart homesJelić, Marko  ; Pujić, Dea  ; Batić, Marko Č.  Conference Paper
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2020Energy user benchmarking using clustering approachPujić, Dea  ; Jelić, Marko  ; Batić, Marko Č.  ; Tomašević, Nikola M.  Conference Paper
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2022Estimator of electricity production of wind generators based on machine learning (✓)Valentina Janev  ; Pujić, Dea  ; Jelić, Marko  ; Stanković, Katarina  Technical reports
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2022Естиматор производње електричне енергије ветрогенератора заснован на машинском учењуPujić, Dea  ; Janev, Valentina; Jelić, Marko  ; Stanković, Katarina  Other
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2023Framework for Optimizing Neural Network Hyper Parameters for Accurate Wind Production Forecasting (✓)Pujić, Dea  ; Valentina Janev  Conference Paper
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2021Hybrid ensemble neural network approach for photo-voltaic production forecastPujić, Dea  ; Tomašević, Nikola M.  Conference Paper
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2021Hybrid ensemble neural network approach for photovoltaic production forecast (✓)Pujic, Dea  ; Tomasevic, Nikola M  Conference Paper
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2022Integration and management of RES energy sources (✓)Janev, Valentina  ; Pujic, Dea  ; Berbakov, Lazar  ; Batić, Marko  ; Tomašević, Nikola  Technical reports
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2021Managing Knowledge in Energy Data SpacesJanev, Valentina  ; Vidal, Maria Esther; Endris, Kemele; Pujić, Dea  Conference Paper
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2020Rangiranje korisnika po energetskoj efikasnosti korišćenjem nenadgledanog pristupaPujić, Dea  ; Jelić, Marko  ; Batić, Marko Č.  ; Tomašević, Nikola M.  Technical reports
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2022Responsible Knowledge Management in Energy Data Ecosystems (✓)Janev, Valentina  ; Vidal, Maria-Esther; Pujic, Dea  ; Popadic, Dusan ; Iglesias, Enrique; Sakor, Ahmad; Campa, AndrejArticle
23M23