Dirk Deschrijver
Orcid: 0000-0001-6600-1792
According to our database1,
Dirk Deschrijver
authored at least 53 papers
between 2004 and 2023.
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Bibliography
2023
Proceedings of the 6th International Workshop on Knowledge Discovery from Healthcare Data co-located with 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023
2022
A Semi-Supervised Approach with Monotonic Constraints for Improved Remaining Useful Life Estimation.
Sensors, 2022
Convolutional Neural Networks for Apnea Detection from Smartphone Audio Signals: Effect of Window Size.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification.
Adv. Data Anal. Classif., 2021
2020
Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning.
IEEE J. Biomed. Health Informatics, 2020
Interpretable Epilepsy Detection in Routine, Interictal EEG Data using Deep Learning.
Proceedings of the Machine Learning for Health Workshop, 2020
2019
Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks.
IEEE J. Biomed. Health Informatics, 2019
Eng. Comput., 2019
Learning To Forget: Design of Experiments for Line-Based Bayesian Optimization in Dynamic Environments.
Proceedings of the 2019 Winter Simulation Conference, 2019
Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data.
Proceedings of the Machine Learning for Health Workshop, 2019
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
2018
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018
Proceedings of the 9th IEEE International Conference on Intelligent Systems, 2018
Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Systematic Comparison of Respiratory Signals for the Automated Detection of Sleep Apnea.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Modeling Real-World Flexibility of Residential Power Consumption: Exploring the Cylindrical WeiSSVM Distribution.
Proceedings of the Ninth International Conference on Future Energy Systems, 2018
2017
Surrogate modeling based cognitive decision engine for optimization of WLAN performance.
Wirel. Networks, 2017
Multi-objective Geometry Optimization of a Gas Cyclone Using Triple-Fidelity Co-Kriging Surrogate Models.
J. Optim. Theory Appl., 2017
Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017
Proceedings of the 2017 Sustainable Internet and ICT for Sustainability, 2017
2016
Wirel. Networks, 2016
Efficient Identification of a Multi-Objective Pareto Front on a Wireless Experimentation Facility.
IEEE Trans. Wirel. Commun., 2016
Sensors, 2016
Active Learning for Approximation of Expensive Functions with Normal Distributed Output Uncertainty.
CoRR, 2016
Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations.
CoRR, 2016
Adaptive classification under computational budget constraints using sequential data gathering.
Adv. Eng. Softw., 2016
Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
A Fuzzy Hybrid Sequential Design Strategy for Global Surrogate Modeling of High-Dimensional Computer Experiments.
SIAM J. Sci. Comput., 2015
Efficient global optimization of multi-parameter network problems on wireless testbeds.
Ad Hoc Networks, 2015
Constructing classifiers of expensive simulation-based data by sequential experimental design.
Proceedings of the 2015 Winter Simulation Conference, 2015
Throughput optimization of wireless LANs by surrogate model based cognitive decision making.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference Workshops, 2015
Proceedings of the International Conference on Computational Science, 2015
Proceedings of the 2015 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2015
2014
Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization.
J. Glob. Optim., 2014
EURASIP J. Wirel. Commun. Netw., 2014
Proceedings of the 2014 Winter Simulation Conference, 2014
Efficient multi-objective optimization of wireless network problems on wireless testbeds.
Proceedings of the 10th International Conference on Network and Service Management, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions, 2014
2013
Constructing a No-Reference H.264/AVC Bitstream-Based Video Quality Metric Using Genetic Programming-Based Symbolic Regression.
IEEE Trans. Circuits Syst. Video Technol., 2013
A cognitive accountability mechanism for penalizing misbehaving ECN-based TCP stacks.
Int. J. Netw. Manag., 2013
Identification of quasi-optimal regions in the design space using surrogate modeling.
Eng. Comput., 2013
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013
Extracting analytical nonlinear models from analog circuits by recursive vector fitting of transfer function trajectories.
Proceedings of the Design, Automation and Test in Europe, 2013
Proceedings of the AFRICON 2013, Pointe aux Piments, Mauritius, September 9-12, 2013, 2013
2012
Towards Efficient Multiobjective Optimization: Multiobjective statistical criterions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments.
SIAM J. Sci. Comput., 2011
2010
Proceedings of the Design, Automation and Test in Europe, 2010
2009
2004
Adaptive Model Based Parameter Estimation, Based on Sparse Data and Frequency Derivatives.
Proceedings of the Computational Science, 2004