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Journal Article
IEEE Transactions on Visualization and Computer Graphics, ISSN 1077-2626, 01/2016, Volume 22, Issue 1, pp. 599 - 608
Comparing multiple variables to select those that effectively characterize complex entities is important in a wide variety of domains - geodemographics for... 
Geography | Context | Visualization | Variable Selection | Correlation | Input variables | Geodemographics | Sensitivity Analysis | Scale | Local Statistics | Energy | Prototypes | Spatial resolution | Multivariate | DESIGN | SPACE | COMPUTER SCIENCE, SOFTWARE ENGINEERING | EXPLORATION | WEIGHTED REGRESSION | Variables | Domains | Mathematical analysis | Redundancy | Multivariate analysis
Journal Article
Computer Physics Communications, ISSN 0010-4655, 04/2012, Volume 183, Issue 4, pp. 937 - 946
Journal Article
IEEE Transactions on Power Electronics, ISSN 0885-8993, 04/2012, Volume 27, Issue 4, pp. 1773 - 1787
Journal Article
Renewable Energy, ISSN 0960-1481, 06/2015, Volume 78, Issue C, pp. 203 - 218
We propose and analyze a spatio–temporal correlation method to improve forecast performance of solar irradiance using gridded satellite-derived global... 
Time-lagged correlation | Solar forecasting | Gridded data | Exogenous input data | Genetic algorithms | SATELLITE-DERIVED IRRADIANCES | GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY | ENERGY | ENERGY & FUELS | NEURAL-NETWORK | MODEL | RADIATION | Forecasts and trends | Neural networks | Analysis | Methods | Aerospace engineering | Algorithms
Journal Article
Journal of Hydrology, ISSN 0022-1694, 03/2020, Volume 582, p. 124537
Journal Article
Automatica, ISSN 0005-1098, 08/2018, Volume 94, pp. 416 - 425
The present work handles the nonparametric identification of linear dynamic systems within an errors-in-variables framework, where the input is arbitrary and... 
Identifiability | Arbitrary input | Nonparametric identification | Transfer functions | Frequency domain estimation | Errors-in-variables | MAXIMUM-LIKELIHOOD | DOMAIN | EXCITATIONS | INPUT | SIGNALS | ENGINEERING, ELECTRICAL & ELECTRONIC | FREQUENCY-RESPONSE FUNCTIONS | AUTOMATION & CONTROL SYSTEMS | Mechanical engineering | Analysis
Journal Article
Computers & Industrial Engineering, ISSN 0360-8352, 01/2019, Volume 127, pp. 313 - 325
•A new robust counterpart optimisation with nonnegative decision variables is proposed.•The new robust model is used to propose a new robust DEA model.•A case... 
Nonnegative variables | Robust optimization | Data Envelopment Analysis (DEA) | Complexity | Robust DEA | CLASSIFYING INPUTS | SET | OUTPUTS | DATA ENVELOPMENT ANALYSIS | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | WEIGHTS | UNCERTAIN DATA | ENGINEERING, INDUSTRIAL | EFFICIENCY
Journal Article
Neurocomputing, ISSN 0925-2312, 02/2017, Volume 225, pp. 164 - 173
Journal Article
Water Resources Research, ISSN 0043-1397, 07/2013, Volume 49, Issue 7, pp. 4295 - 4310
Input variable selection is an important issue associated with the development of several hydrological applications. Determining the optimal input vector from... 
input variable selection | streamflow prediction | tree‐based methods | tree-based methods | SYSTEM | REGRESSION | WATER-RESOURCES APPLICATIONS | RAINFALL PROBABILISTIC FORECASTS | WATER RESOURCES | NEURAL-NETWORK MODELS | ENVIRONMENTAL SCIENCES | MUTUAL INFORMATION | SUPPLY MANAGEMENT | RELEVANCE | PART 1 | SALINITY | LIMNOLOGY | Hydrology | Stream flow | Algorithms | Statistical analysis
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 04/2020, Volume 282, Issue 2, pp. 644 - 659
•We propose a method for selecting variables in Data Envelopment Analysis.•The selection is obtained solving a Mixed Integer Linear Program•The computational... 
Productivity | Dimension reduction | Cardinality constraints | Efficiency | Data Envelopment Analysis | Variable selection | DEA | TESTS | RESTRICTIONS | COMPONENT ANALYSIS | INPUTS | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | REDUCTION | MODELS | ESTIMATORS
Journal Article