@article{article,
author = {Cerjan, Marin and Matija\v{s}, Marin and Delimar, Marko},
year = {2014},
pages = {3304-3318},
DOI = {10.3390/en7053304},
keywords = {data mining, neural network, price volatility, short term electricity price forecasting, forecasting techniques, spot market, electricity price},
journal = {Energies},
doi = {10.3390/en7053304},
volume = {7},
number = {5},
title = {Dynamic Hybrid Model for Short-Term Electricity Price Forecasting},
keyword = {data mining, neural network, price volatility, short term electricity price forecasting, forecasting techniques, spot market, electricity price}
}
@article{article,
author = {Huang, Xiaolin and Matija\v{s}, Marin and Suykens, Johan A.K.},
year = {2013},
pages = {1279-1291},
DOI = {10.1109/TNNLS.2013.2254720},
keywords = {Hinging hyperplanes, lasso, least squares support vector machine, segmentation, time series},
journal = {IEEE Transactions on Neural Networks and Learning Systems},
doi = {10.1109/TNNLS.2013.2254720},
volume = {24},
number = {8},
title = {Hinging Hyperplanes for Time-Series Segmentation},
keyword = {Hinging hyperplanes, lasso, least squares support vector machine, segmentation, time series}
}
@phdthesis{phdthesis,
author = {Matija\v{s}, Marin},
year = {2013},
pages = {143},
keywords = {Artificial Neural Networks, Demand Forecasting, Electric Load, Electricity Consumption, Retail Electricity, Estimation, Gaussian Processes, General Load Forecaster, Least Squares Support Vector Machines, Meta-learning, Meta-features, Power, Prediction, Short-Term Load Forecasting, STLF, Support Vector Regression, SVM, Time-Series},
title = {Electric Load Forecasting using Multivariate Meta- learning},
keyword = {Artificial Neural Networks, Demand Forecasting, Electric Load, Electricity Consumption, Retail Electricity, Estimation, Gaussian Processes, General Load Forecaster, Least Squares Support Vector Machines, Meta-learning, Meta-features, Power, Prediction, Short-Term Load Forecasting, STLF, Support Vector Regression, SVM, Time-Series},
publisherplace = {Zagreb}
}
@article{article,
author = {Matija\v{s}, Marin and Suykens, Johan A.K. and Krajcar, Slavko},
year = {2013},
pages = {4427-4437},
DOI = {10.1016/j.eswa.2013.01.047},
keywords = {electricity consumption prediction, energy expert systems, industrial applications, short-term electric load forecasting, meta-learning, power demand estimation},
journal = {Expert systems with applications},
doi = {10.1016/j.eswa.2013.01.047},
volume = {40},
number = {11},
title = {Load forecasting using a multivariate meta-learning system},
keyword = {electricity consumption prediction, energy expert systems, industrial applications, short-term electric load forecasting, meta-learning, power demand estimation}
}
@article{article,
author = {Cerjan, Marin and Krzelj, Ivana and Vidak, Marko and Delimar, Marko.},
year = {2013},
pages = {756-763},
keywords = {price forecasting, market models, forecasting techniques, spot market, electricity price},
title = {A literature review with statistical analysis of electricity price forecasting methods},
keyword = {price forecasting, market models, forecasting techniques, spot market, electricity price},
publisher = {IEEE},
publisherplace = {Zagreb, Hrvatska}
}
@article{article,
author = {Babi\'{c}, Jurica and Mateti\'{c}, Sini\v{s}a and Matija\v{s}, Marin and Buljevi\'{c}, Ivo and Pranji\'{c}, Ivana and Miji\'{c}, Marija and Augustinovi\'{c}, Mia},
editor = {Podobnik, Vedran and Petri\'{c}, Ana},
year = {2012},
pages = {1-13},
keywords = {Power, Trading, Agent, Competition, Electricity, Crocodile, Holt-Winters},
title = {The CrocodileAgent 2012: Research for Efficient Agent-based Electricity Trading Mechanisms},
keyword = {Power, Trading, Agent, Competition, Electricity, Crocodile, Holt-Winters},
publisher = {University of Zagreb},
publisherplace = {Dubrovnik, Hrvatska}
}
@article{article,
author = {Mateti\'{c}, Sini\v{s}a and Babi\'{c}, Jurica and Matija\v{s}, Marin and Petri\'{c}, Ana and Podobnik, Vedran},
editor = {Ossowski, Sascha and Toni, Francesca and Vouros, George},
year = {2012},
pages = {203-204},
keywords = {Power TAC, CrocodileAgent, smart grid, electric power markets negotiation, electric power tariffs},
title = {The CrocodileAgent 2012: Negotiating Agreements in a Smart Grid Tariff Market},
keyword = {Power TAC, CrocodileAgent, smart grid, electric power markets negotiation, electric power tariffs},
publisherplace = {Dubrovnik, Croatia}
}
@article{article,
author = {Babi\'{c}, Jurica and Mateti\'{c}, Sini\v{s}a and Matija\v{s}, Marin and Buljevi\'{c}, Ivo and Pranji\'{c}, Ivana and Miji\'{c}, Marija and Augustinovi\'{c}, Mia and Petri\'{c}, Ana and Podobnik, Vedran},
year = {2012},
keywords = {Smart grids, Power TAC 2012, CrocodileAgent},
title = {Towards a Steeper Learning Curve with the CrocodileAgent 2012},
keyword = {Smart grids, Power TAC 2012, CrocodileAgent},
publisher = {Erasmus Centre for Future Energy Business, Erasmus University Rotterdam School of Management},
publisherplace = {Rotterdam, Nizozemska}
}
@article{article,
author = {Matija\v{s}, Marin and Vuki\'{c}evi\'{c}, Milan and Krajcar, Slavko},
year = {2011},
pages = {280-285},
DOI = {10.2478/v10187-011-0044-9},
keywords = {supplier, exogenous input, short term load forecasting, support vector regression, electricity market},
journal = {Journal of electrical engineering},
doi = {10.2478/v10187-011-0044-9},
volume = {62},
number = {5},
title = {Supplier Short Term Load Forecasting using Support Vector Regression and Exogenous Input},
keyword = {supplier, exogenous input, short term load forecasting, support vector regression, electricity market}
}
@article{article,
author = {Matija\v{s}, Marin and Cerjan, Marin and Krajcar, Slavko},
editor = {Delimar, Marko},
year = {2011},
pages = {192-197},
keywords = {load forecasting, financial cost, balancing energy, forecasting error, electricity prices},
title = {Mean-based method of estimating financial cost of load forecasting},
keyword = {load forecasting, financial cost, balancing energy, forecasting error, electricity prices},
publisher = {Institute of Electrical and Electronics Engineers},
publisherplace = {Zagreb, Hrvatska}
}
@article{article,
author = {Matija\v{s}, Marin and Lipi\'{c}, Tomislav},
year = {2010},
pages = {45-48},
keywords = {short-term load forecasting, support vector machine, rapidminer},
title = {Application of Short Term Load Forecasting using Support Vector Machines in RapidMiner 5.0},
keyword = {short-term load forecasting, support vector machine, rapidminer},
publisherplace = {Dortmund, Njema\v{c}ka}
}
@phdthesis{phdthesis,
author = {Matija\v{s}, Marin},
year = {2008},
pages = {86},
keywords = {upravljanje rizikom, tr\v{z}i\v{s}te elektri\v{c}ne energije, energija, financije, analiza rizika},
title = {Upravljanje rizicima na modelu malog trgovca elektri\v{c}nom energijom},
keyword = {upravljanje rizikom, tr\v{z}i\v{s}te elektri\v{c}ne energije, energija, financije, analiza rizika},
publisherplace = {Zagreb}
}