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Results
Found 37 publication records. Showing 37 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Ole J. Mengshoel, Priya Krishnan Sundararajan, Erik Reed, Dongzhen Piao, Briana Johnson |
Renewable Energy Integration: Bayesian Networks for Probabilistic State Estimation. |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Ke Wang, Haiwang Zhong, Nanpeng Yu, Qing Xia 0001 |
Nonintrusive Load Monitoring Based on Deep Learning. |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
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1 | Ryan J. Spick, James Alfred Walker |
Deep Learning for Wave Height Classification in Satellite Images for Offshore Wind Access. |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Wei Lee Woon, Zeyar Aung, Ayman H. El-Hag |
Intelligent Monitoring of Transformer Insulation Using Convolutional Neural Networks. |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Yusuf Arslan, Dilek Küçük, Sinan Eren, Aysenur Birturk |
Clustering River Basins Using Time-Series Data Mining on Hydroelectric Energy Generation. |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Sokratis Papadopoulos, Wei Lee Woon, Elie Azar |
Machine Learning as Surrogate to Building Performance Simulation: A Building Design Optimization Application. |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
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1 | Yusuf Arslan, Aybike Simsek Dilbaz, Seyda Ertekin, Pinar Karagoz, Aysenur Birturk, Sinan Eren, Dilek Küçük |
Short-Term Electricity Consumption Forecast Using Datasets of Various Granularities. |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
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1 | Prajowal Manandhar, Prashanth Reddy Marpu, Zeyar Aung |
Urban Climate Data Sensing, Warehousing, and Analysis: A Case Study in the City of Abu Dhabi, United Arab Emirates. |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Francesco Fusco |
Probabilistic Graphs for Sensor Data-Driven Modelling of Power Systems at Scale. |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
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1 | Janosch Henze, Stephan Kutzner, Bernhard Sick |
Sampling Strategies for Representative Time Series in Load Flow Calculations. |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Alejandro Catalina, Carlos M. Alaíz, José R. Dorronsoro |
Fused Lasso Dimensionality Reduction of Highly Correlated NWP Features. |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Wei Lee Woon, Zeyar Aung, Alejandro Catalina Feliú, Stuart E. Madnick (eds.) |
Data Analytics for Renewable Energy Integration. Technologies, Systems and Society - 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised Selected Papers |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Dávid Kubík, Jaroslav Loebl |
Mathematical Optimization of Design Parameters of Photovoltaic Module. |
DARE@PKDD/ECML |
2018 |
DBLP DOI BibTeX RDF |
|
1 | Dina Fawzy, Sherin M. Moussa, Nagwa L. Badr |
An Approach for Erosion and Power Loss Prediction of Wind Turbines Using Big Data Analytics. |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
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1 | Jaroslav Loebl, Helmut Posch, Viera Rozinajová |
Multi-objective Optimization for Power Load Recommendation Considering User's Comfort. |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Janosch Henze, Tanja Kneiske, Martin Braun 0002, Bernhard Sick |
Identifying Representative Load Time Series for Load Flow Calculations. |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
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1 | Maël Guillemé, Laurence Rozé, Véronique Masson, Cérès Carton, René Quiniou, Alexandre Termier |
Improving Time-Series Rule Matching Performance for Detecting Energy Consumption Patterns. |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Alejandro Catalina, José R. Dorronsoro |
NWP Ensembles for Wind Energy Uncertainty Estimates. |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Mehmet Baris Özkan, Umut Guvengir, Dilek Küçük, Ali Unver Secen, Serkan Buhan, Turan Demirci, Abdullah Bestil, Ceyda Er Koksoy, Pinar Karagoz |
Probabilistic Wind Power Forecasting by Using Quantile Regression Analysis. |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Khawla Al Dhaheri, Wei Lee Woon, Zeyar Aung |
Wind Speed Forecasting Using Statistical and Machine Learning Methods: A Case Study in the UAE. |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Astrid Dahl, Edwin V. Bonilla |
Scalable Gaussian Process Models for Solar Power Forecasting. |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Diana Manjarres, Ricardo Alonso, Sergio Gil-Lopez, Itziar Landa-Torres |
Solar Energy Forecasting and Optimization System for Efficient Renewable Energy Integration. |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Adhra Ali, Hussain Kazmi |
Minimizing Grid Interaction of Solar Generation and DHW Loads in nZEBs Using Model-Free Reinforcement Learning. |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Wei Lee Woon, Zeyar Aung, Oliver Kramer 0001, Stuart E. Madnick (eds.) |
Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy - 5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017, Revised Selected Papers |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Wei Lee Woon, Zeyar Aung, Oliver Kramer 0001, Stuart E. Madnick (eds.) |
Data Analytics for Renewable Energy Integration - 4th ECML PKDD Workshop, DARE 2016, Riva del Garda, Italy, September 23, 2016, Revised Selected Papers |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Nikolaos Nikolaou, Efstratios Batzelis, Gavin Brown 0001 |
Gradient Boosting Models for Photovoltaic Power Estimation Under Partial Shading Conditions. |
DARE@PKDD/ECML |
2017 |
DBLP DOI BibTeX RDF |
|
1 | Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro |
Machine Learning Prediction of Photovoltaic Energy from Satellite Sources. |
DARE@PKDD/ECML |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Stuart E. Madnick, Mohammad S. Jalali, Michael D. Siegel, Yang W. Lee, Diane M. Strong, Richard Wang, Wee Horng Ang, Vicki Deng, Dinsha Mistree |
Measuring Stakeholders' Perceptions of Cybersecurity for Renewable Energy Systems. |
DARE@PKDD/ECML |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Carlos D. Zuluaga, Mauricio A. Álvarez |
Approximate Probabilistic Power Flow. |
DARE@PKDD/ECML |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Ioannis Karakatsanis, Alexandros Tsoupos, Wei Lee Woon |
A Semi-automatic Approach for Tech Mining and Interactive Taxonomy Visualization. |
DARE@PKDD/ECML |
2016 |
DBLP DOI BibTeX RDF |
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1 | Robert Ulbricht, Anna Thoß, Hilko Donker, Gunter Gräfe, Wolfgang Lehner |
Dealing with Uncertainty: An Empirical Study on the Relevance of Renewable Energy Forecasting Methods. |
DARE@PKDD/ECML |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Thierry Zufferey, Andreas Ulbig, Stephan Koch, Gabriela Hug |
Forecasting of Smart Meter Time Series Based on Neural Networks. |
DARE@PKDD/ECML |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Andreas Paisios, Sasa Z. Djokic |
Decomposition of Aggregate Electricity Demand into the Seasonal-Thermal Components for Demand-Side Management Applications in "Smart Grids". |
DARE@PKDD/ECML |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Armin Alibasic, Reem Al Junaibi, Zeyar Aung, Wei Lee Woon, Mohammad Atif Omar |
Cybersecurity for Smart Cities: A Brief Review. |
DARE@PKDD/ECML |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Justin Heinermann, Jörg Lässig, Oliver Kramer 0001 |
Evolutionary Multi-objective Ensembles for Wind Power Prediction. |
DARE@PKDD/ECML |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Alexander Kogler, Patrick Traxler |
Locating Faults in Photovoltaic Systems Data. |
DARE@PKDD/ECML |
2016 |
DBLP DOI BibTeX RDF |
|
1 | Björn Wolff, Oliver Kramer 0001, Detlev Heinemann |
Selection of Numerical Weather Forecast Features for PV Power Predictions with Random Forests. |
DARE@PKDD/ECML |
2016 |
DBLP DOI BibTeX RDF |
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