Researcher
Inneke VAN NIEUWENHUYSE
- Keywords (Hasselt University):Economics and applied economics
- Disciplines (KU Leuven):Applied economics, Economic history, Macroeconomics and monetary economics, Microeconomics, Tourism
- Disciplines (Hasselt University):Mathematical methods, programming models, mathematical and simulation modelling, Mathematical and quantitative methods not elsewhere classified, Logistics and supply chain management
- See also: Inneke Van Nieuwenhuyse (KU Leuven)
Affiliations
- Computational mathematics (Research group)
Member
From21 Nov 2022 → Today - Faculty of Sciences (Faculty)
Member
From16 Oct 2022 → Today - Mathematics and statistics (Department)
Member
From16 Oct 2022 → Today - Data Science Institute (Research institute)
Member
From16 May 2021 → Today - Centre for Statistics (Research group)
Member
From16 Oct 2022 → 20 Nov 2022 - Logistics (Research group)
Responsible
From1 Oct 2018 → 8 Nov 2020 - Quantitative Methods (Department)
Member
From1 Feb 2017 → 16 Oct 2022 - Logistics (Research group)
Member
From1 Feb 2017 → 16 Oct 2022 - Faculty of Business Economics (Faculty)
Member
From1 Feb 2017 → 16 Oct 2022 - Operations Management Research Group (main work address Leuven) (Research unit)
Member
From1 Jan 2006 → Today
Projects
1 - 7 of 7
- VacxSYS: An integrated systems thinking approach to enhance vaccination strategiesFrom1 Jan 2024 → TodayFunding: FWO research project (including WEAVE projects)
- Bayesian many-objective optimization with noise and user preference learning.From1 Oct 2023 → TodayFunding: FWO senior postdoctoral fellowship
- Multi-objective stochastic simulation optimizationFrom1 Oct 2020 → 30 Sep 2023Funding: FWO junior postdoctoral fellowship
- Research on theme "multi-objective optimization"From1 Sep 2020 → 31 Aug 2021Funding: BOF - projects
- Decision Maker Preferences in Multi-objective Stochastic Simulation Optimization: applications in operations management.From1 Dec 2019 → 30 Nov 2023Funding: BOF - doctoral mandates
- Multi-criteria capacity optimization in emergency departmentsFrom1 Sep 2018 → 30 Jun 2019Funding: FWO research project (including WEAVE projects)
- Francqui chair of René De KosterFrom1 Oct 2017 → 30 Sep 2018Funding: Foundations, funds and other with scientific goal
Publications
1 - 10 of 26
- Who acquires infection from whom? A sensitivity analysis of transmission dynamics during the early phase of the COVID-19 pandemic in Belgium(2024)
Authors: Leonardo ANGELI, Constantino Pereira Caetano, Nicolas FRANCO, Steven ABRAMS, Pietro COLETTI, Inneke VAN NIEUWENHUYSE, Sorin POP, Niel HENS
- Essays on Machine Learning: Advances in Forecasting and Optimization(2023)
Authors: Alejandro MORALES HERNANDEZ, Inneke VAN NIEUWENHUYSE
Number of pages: 140 - RETRACTION: Construction of fast retrieval model of e-commerce supply chain information system based on bayesian network (Retraction of Vol 18, Pg 705, 2020)(2023)
Authors: Le Kang, Yeping Chu, Kaijun Leng, Inneke VAN NIEUWENHUYSE
- Bayesian Optimization for Engineering Design and Process Optimization(2023)
Authors: Nasrulloh SATRIO LOKA, Inneke VAN NIEUWENHUYSE
Number of pages: 187 - A survey on multi-objective hyperparameter optimization algorithms for machine learning(2023)
Authors: Alejandro MORALES HERNANDEZ, Inneke VAN NIEUWENHUYSE, Sebastian ROJAS GONZALEZ
Pages: 8043 - 8093 - A Bayesian Optimization Algorithm for Constrained Simulation Optimization Problems with Heteroscedastic Noise(2023)Series: Lecture Notes in Computer ScienceVolume: 14286
Authors: Sasan AMINI, Inneke VAN NIEUWENHUYSE
Pages: 78 - 91 - Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions(2023)
Authors: Nasrulloh Loka, Ivo Couckuyt, Federico Garbuglia, Domenico Spina, Inneke VAN NIEUWENHUYSE, Tom Dhaene
Pages: 1923 - 1933 - Multi-objective hyperparameter optimization with performance uncertainty(2022)Series: Communications in Computer and Information ScienceVolume: 1684
Authors: Alejandro MORALES HERNANDEZ, Inneke VAN NIEUWENHUYSE, Gonzalo NAPOLES RUIZ
Pages: 37 - 46Number of pages: 10 - Platform and product design for markets with quality and feature sensitive customers(2021)
Authors: Hamed Jalali, Maud Van den Broeke, Inneke VAN NIEUWENHUYSE
- A survey on kriging-based infill algorithms for multiobjective simulation optimization(2020)
Authors: Sebastian Rojas-Gonzalez, Inneke VAN NIEUWENHUYSE