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Emil Gustavsson

A Performance Evaluation of Federated Learning Algorithms
2018 · Adrian Nilsson, Simon Smith, et al. · 359
Multi-objective constrained Bayesian optimization for structural design
2020 · Alexandre Mathern, Olof Skogby Steinholtz, et al. · Structural and Multidisciplinary Optimization · 79
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Model Predictive Control when utilizing LSTM as dynamic models
2023 · Marvin Jung, Paulo Renato da Costa Mendes, et al. · Engineering Applications of Artificial Intelligence · 68
Root cause analysis of failures and quality deviations in manufacturing using machine learning
2018 · Anna Lokrantz, Emil Gustavsson, et al. · Procedia CIRP · 67
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Natural language processing methods for knowledge management—Applying document clustering for fast search and grouping of engineering documents
2021 · Ivar Örn Arnarsson, Otto Frost, et al. · Concurrent Engineering · 28
Online geometry assurance in individualized production by feedback control and model calibration of digital twins
2022 · Anders Sjöberg, Magnus Önnheim, et al. · Journal of Manufacturing Systems · 21
OODIDA: On-Board/Off-Board Distributed Real-Time Data Analytics for Connected Vehicles
2021 · Gregor Ulm, Simon Smith, et al. · Data Science and Engineering · 20
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Supporting Knowledge Re-Use with Effective Searches of Related Engineering Documents - A Comparison of Search Engine and Natural Language Processing-Based Algorithms
2019 · Ivar Örn Arnarsson, Otto Frost, et al. · Proceedings of the ... International Conference on Engineering Design · 14
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Effects on district heating networks by introducing demand side economic model predictive control
2024 · Henrik Håkansson, Magnus Önnheim, et al. · Energy and Buildings · 11
Federated Learning of Deep Neural Decision Forests
2019 · Anders Sjöberg, Emil Gustavsson, et al. · Lecture notes in computer science · 11
Modeling industrial engineering change processes using the design structure matrix for sequence analysis: a comparison of multiple projects
2020 · Ívar Örn Arnarsson, Emil Gustavsson, et al. · Design Science · 7
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OODIDA: On-board/Off-board Distributed Data Analytics for Connected Vehicles
2019 · Gregor Ulm, Emil Gustavsson, et al. · arXiv (Cornell University) · 7
Architecture-Aware Bayesian Optimization for Neural Network Tuning
2019 · Anders Sjöberg, Magnus Önnheim, et al. · Lecture notes in computer science · 7
Analysis of Engineering Change Requests Using Markov Chains
2018 · Ívar Örn Arnarsson, Emil Gustavsson, et al. · Proceedings of the ... International Design Conference/Design ... · 7
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Reinforcement learning in real-time geometry assurance
2018 · Emilio Jorge, Lucas Brynte, et al. · Procedia CIRP · 7
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Utilization of convolutional neural networks for H I source finding: Team FORSKA-Sweden approach to SKA Data Challenge 2
2023 · Henrik Håkansson, Anders Sjöberg, et al. · Astronomy and Astrophysics · 6
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Design analytics is the answer, but what questions would product developers like to have answered?
2017 · Ívar Örn Arnarsson, Emil Gustavsson, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft) · 6
Towards Big-Data Analysis of Deviation and Error Reports in Product Development Projects
2016 · Ívar Örn Arnarsson, Johan Malmqvist, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft) · 6
Functional Federated Learning in Erlang
2017 · Gregor Ulm, Emil Gustavsson, et al. · Chalmers Publication Library (Chalmers University of Technology) · 3
Contraction Clustering (RASTER): A Big Data Algorithm for Density-Based Clustering in Constant Memory and Linear Time
2017 · Gregor Ulm, Emil Gustavsson, et al. · Lecture notes in computer science · 1
Artificiell intelligens och användaracceptans : Användarnas uppfattning och åsikter om snäv artificiell intelligens i SiteVision
2019 · Emil Gustavsson · Publications (Mid Sweden University)
FUMA – fleet telematics big data analytics for vehicle usage modeling and analysis
2019 · S. G. Sylvan, Emil Gustavsson
Purely Functional Federated Learning in Erlang
2017 · Gregor Ulm, Emil Gustavsson, et al. · Chalmers Publication Library (Chalmers University of Technology)
Contributions to dual subgradient optimization and maintenance scheduling
2013 · Emil Gustavsson · Chalmers Publication Library (Chalmers University of Technology)
Works count: 25
Citation count: 735
H-index: 10
I10-index: 10
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