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- Conference Paper
- P1
- open access
Modeling real-world flexibility of residential power consumption : exploring the cylindrical WeiSSVM distribution
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- Conference Paper
- P1
- open access
Autoencoding density-based anomaly detection for signal integrity applications
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- Conference Paper
- P1
- open access
Data-driven optimization of energy efficiency and comfort in an apartment
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- Journal Article
- A1
- open access
Appliance classification using VI trajectories and convolutional neural networks
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- Conference Paper
- P1
- open access
Systematic comparison of respiratory signals for the automated detection of sleep apnea
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- Conference Paper
- P1
- open access
Automated assessment of bone age using deep learning and Gaussian process regression
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- Journal Article
- A1
- open access
A generative modeling framework for statistical link analysis based on sparse data
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- Journal Article
- A1
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Surrogate modeling based cognitive decision engine for optimization of WLAN performance
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- Journal Article
- A1
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On the Bayesian optimization and robustness of event detection methods in NILM
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- Journal Article
- A1
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A sequential sampling strategy for adaptive classification of computationally expensive data
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- Conference Paper
- P1
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A novel parametric macromodeling technique for electromagnetic structures with propagation delays
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- Conference Paper
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Handling imbalance in an extended PLAID
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Multi-objective geometry optimization of a gas cyclone using triple-fidelity co-kriging surrogate models
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- Journal Article
- A1
- open access
Constrained multi-objective antenna design optimization using surrogates
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- Journal Article
- A1
- open access
Comprehensive feature selection for appliance classification in NILM
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- Conference Paper
- P1
- open access
Optimized statistical test for event detection in non-intrusive load monitoring
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- Conference Paper
- P1
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Automated classification of appliances using elliptical fourier descriptors
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Multipoint model order reduction for systems with delays
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Rational modeling of multivariate multi-fidelity data
(2016) p.1-11 -
- Conference Paper
- P1
- open access
Energy flexibility assessment of an industrial coldstore process
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Shape optimization of a cyclone separator using multi-objective surrogate-based optimization
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- Conference Paper
- C1
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Event detection in NILM using Cepstrum smoothing
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- Conference Paper
- P1
- open access
Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design
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- Conference Paper
- C1
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Active learning for approximation of expensive functions with normal distributed output uncertainty
(2016) p.1-3 -
Efficient identification of a multi-objective pareto front on a wireless experimentation facility
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- Conference Paper
- P1
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Adaptive modeling and sampling methodologies for Internet of Things applications
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- Conference Paper
- C1
- open access
Cepstrum analysis applied on event detection in NILM
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- Journal Article
- A1
- open access
Building accurate radio environment maps from multi-fidelity spectrum sensing data
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- Journal Article
- A1
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Adaptive classification under computational budget constraints using sequential data gathering
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- Journal Article
- A1
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Data-driven design of intelligent wireless networks: an overview and tutorial
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Measurement-based wireless network planning, monitoring, and reconfiguration solution for robust radio communications in indoor factories
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- Conference Paper
- P1
- open access
Constructing classifiers of expensive simulation-based data by sequential experimental design
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- Conference Paper
- C1
- open access
Surrogate-based fast peak mass-averaged SAR assessment
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- Journal Article
- A1
- open access
A fuzzy hybrid sequential design strategy for global surrogate modeling of high-dimensional computer experiments
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- Journal Article
- A1
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Efficient global optimization of multi-parameter network problems on wireless testbeds
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- Conference Paper
- P1
- open access
Throughput optimization strategies for large-scale wireless LANs
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A matlab toolbox for kriging metamodelling
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- Conference Paper
- P1
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Throughput optimization of wireless LANs by surrogate model based cognitive decision making
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- Journal Article
- A1
- open access
A cognitive QoS management framework for WLANs
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- Journal Article
- A1
- open access
Stochastic macromodeling of nonlinear systems via polynomial chaos expansion and transfer function trajectories
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- Conference Paper
- P1
- open access
Classification aided domain reduction for high dimensional optimization
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- Journal Article
- A1
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Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization
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- Conference Paper
- P1
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Fuzzy local linear approximation-based sequential design
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- Conference Paper
- P1
- open access
Sequential sampling algorithm for simultaneous near-field scanning of amplitude and phase
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- Conference Paper
- P1
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Efficient multi-objective optimization of wireless network problems on wireless testbeds
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- Journal Article
- A1
- open access
Identification of quasi-optimal regions in the design space using surrogate modeling
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Exposure assessment of mobile phone base station radiation in an outdoor environment using sequential surrogate modeling
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- Conference Paper
- P1
- open access
Extracting analytical nonlinear models from analog circuits by recursive vector fitting of transfer function trajectories
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- Journal Article
- A1
- open access
A cognitive accountability mechanism for penalizing misbehaving ECN-based TCP stacks
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- Journal Article
- A1
- open access
A barycentric vector fitting algorithm for efficient macromodeling of linear multiport systems