Papers matching “dimensionality reduction” 388
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Incorporating Texture Information into Dimensionality Reduction for High-Dimensional Images2022 IEEE Pacific Visualization Symposium conference-paper Computer Science Face and Expression Recognition Open access
Alexander Vieth, Anna Vilanova, Boudewijn P. F. Lelieveldt, Elmar Eisemann, Thomas Höllt
5citations -
Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Sibghat Ullah, Duc Anh Nguyen, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck
17citations -
On genetic programming representations and fitness functions for interpretable dimensionality reduction2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Thomas Uriot, Marco Virgolin, Tanja Alderliesten, Peter A. N. Bosman
18citations -
Advecting Superspecies: Efficiently Modeling Transport of Organic Aerosol With a Mass‐Conserving Dimensionality Reduction Method2023 Journal of Advances in Modeling Earth Systems article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access
Patrick Obin Sturm, Astrid Manders, Ruud H. H. Janssen, Arjo J. Segers, Anthony S. Wexler, Hai Xiang Lin
9citations -
Does Dimensionality Reduction via Random Projections preserve Landscape Features?2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Iván Olarte Rodríguez, Anja Jankovič, Thomas Bäck, Elena Raponi
1citations -
Development of a Novel Holistic Assessment Strategy of TAVI-Induced Flow Restoration via Dimensionality Reduction Techniques2026 Cardiovascular Engineering and Technology article Medicine Cardiac Valve Diseases and Treatments Open access
Tianai Wang, Tobias Zeus, Christine Quast, Ayse S. Ceylan, Kathrin Klein, Malte Kelm, +4 more
0citations -
Data-driven framework for input/output lookup tables reduction: Application to hypersonic flows in chemical nonequilibrium2023 Physical Review Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access
Clément Scherding, Georgios Rigas, Denis Sipp, Peter J. Schmid, Taraneh Sayadi
17citations -
Capabilities of Auto-encoders and Principal Component Analysis of the reduction of microstructural images; Application on the acceleration of Phase-Field simulations2022 Computational Materials Science article Physics and Astronomy Model Reduction and Neural Networks Open access
Seifallah Fetni, Thinh Quy Duc Pham, Truong‐Vinh Hoang, Hoang Son Tran, Laurent Duchêne, Xuan-Van Tran, +1 more
29citations