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Papers matching “data reduction” 78

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Evaluating transferability of recommender systems from entity-level data to spatially aggregated household data in the context of green technology adoption
2026 Energy and AI article Computer Science Recommender Systems and Techniques Open access

Kaan Duran, Antonello Monti

0

citations
Coreset Selection With K-CREST: Evaluation of a Sustainable Approach on Remote Sensing Data
2026 IEEE Access article Computer Science Machine Learning and Data Classification Open access

Samy Hashim, Ehsan Zandi, Rocco Sedona, Shirin Salehi, Anke Schmeink, Morris Riedel, +1 more

0

citations
Analysis of Usage Data from a Self-Guided App-Based Virtual Reality Cognitive Behavior Therapy for Acrophobia: A Randomized Controlled Trial
2020 Journal of Clinical Medicine article Computer Science Virtual Reality Applications and Impacts Open access

Tara Donker, Chris van Klaveren, Ilja Cornelisz, Robin Niels Kok, Jean‐Louis van Gelder

21

citations
Deep denoising for multi-dimensional synchrotron X-ray tomography without high-quality reference data
2021 Scientific Reports article Computer Science Image and Signal Denoising Methods Open access

Allard A. Hendriksen, Minna Bührer, Laura Leone, Marco Merlini, Nicola Viganò, Daniël M. Pelt, +3 more

51

citations
Turbocharger Control for Emission Reduction Based on Deep Reinforcement Learning
2023 IFAC-PapersOnLine article Computer Science Reinforcement Learning in Robotics Open access

Mario Picerno, Lucas Koch, Kevin Badalian, Sung-Yong Lee, Jakob Andert

6

citations
A streamlined quantum algorithm for topological data analysis with exponentially fewer qubits
2026 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Sam McArdle, András Gilyén, Mario Berta

15

citations
Self-supervised learning for denoising quasiparticle interference data
2025 Physical review. B./Physical review. B article Computer Science Image and Signal Denoising Methods

Ilse S. Kuijf, Willem O. Tromp, Tjerk Benschop, Niño Philip Ramones, Miguel Antonio Sulangi, Evert van Nieuwenburg, +1 more

1

citations
Deep Recursive Embedding for High-Dimensional Data
2021 IEEE Transactions on Visualization and Computer Graphics article Computer Science Face and Expression Recognition Open access

13

citations
Bayesian network imputation methods applied to multi-omics data identify putative causal relationships in a type 2 diabetes dataset containing incomplete data: An IMI DIRECT Study
2025 PLoS Genetics article Computer Science Bayesian Modeling and Causal Inference Open access

Richard A. J. Howey, Jonathan Adam, Jerzy Adamski, Natalie N. Atabaki, Søren Brunak, Piotr Jaroslaw Chmura, +32 more

1

citations
Filtered Markovian projection: dimensionality reduction in filtering for stochastic reaction networks
2026 Statistics and Computing article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

Chiheb Ben Hammouda, Sophia Münker, Raul F. Tempone

1

citations
Lattice Reduction via Dense Sublattices: A Cryptanalytic No-Go
2025 IACR Communications in Cryptology article Computer Science Cryptography and Data Security Open access

Léo Ducas, Johanna Loyer

0

citations
Provable lattice reduction of $$\mathbb {Z}^n$$ with blocksize n/2
2023 Designs Codes and Cryptography article Computer Science Cryptography and Data Security Open access

Léo Ducas

9

citations
Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data
2025 npj Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access

Soroosh Tayebi Arasteh, Mahshad Lotfinia, Paula Andrea Pérez-Toro, Tomás Arias‐Vergara, Mahtab Ranji, Juan Rafael Orozco‐Arroyave, +3 more

5

citations
Extending Graph Query Languages by Reduction
2024 Technische Universität Berlin – Universitätsbibliothek article Computer Science Model-Driven Software Engineering Techniques Open access

Erhard Weinell

2

citations
Increasing the prediction quality of artificial neural network–based optimisation approaches for the sheet moulding compound compression moulding process by means of targeted expansion of training data
2024 The International Journal of Advanced Manufacturing Technology article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Christian Hopmann, Marie Hadenfeldt, Jonas Neuhaus, Dominik Foerges

3

citations
Learned denoising with simulated and experimental low-dose CT data
2025 Scientific Reports article Computer Science Image and Signal Denoising Methods Open access

Maximilian B. Kiss, Ander Biguri, Carola‐Bibiane Schönlieb, K. Joost Batenburg, Felix F. Lucka

0

citations
Fast and Informative Model Selection Using Learning Curve Cross-Validation
2023 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Machine Learning and Data Classification Open access

Felix Mohr, Jan N. van Rijn

63

citations
Multilevel ensemble Kalman filtering for spatio-temporal processes
2020 Numerische Mathematik article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

Alexey Chernov, Håkon Hoel, Kody J. H. Law, Fabio Nobile, Raul F. Tempone

2

citations
Reducing manual workload in CT and MRI annotation with the Segment Anything Model 2
2026 BMC Medical Imaging article Computer Science Medical Image Segmentation Techniques Open access

Leo Misera, Sven Nebelung, Zunamys Itzell Carrero, Keno K. Bressem, Marta Ligero, Jens‐Peter Kühn, +3 more

0

citations
3D bridge segmentation using semi-supervised domain adaptation
2025 Automation in Construction article Computer Science Domain Adaptation and Few-Shot Learning Open access

Maximilian Kellner, Timothy König, Jan‐Iwo Jäkel, Katharina Klemt‐Albert, Alexander Reiterer

11

citations
Smart Summary: A Distributed Medical Recommender System for Patients in the ICU Using Neural Networks
2024 IEEE Access article Computer Science Machine Learning in Healthcare Open access

Ahmad Ayad, Yu-Hsuan Tai, Guido Dartmann, Anke Schmeink

5

citations
Personalized anomaly detection using deep active learning
2023 RAS Techniques and Instruments article Computer Science Anomaly Detection Techniques and Applications Open access

Alireza Vafaei Sadr, Bruce A. Bassett, Emmanuel Sekyi

5

citations
The Φ-Sat-1 Mission: The First On-Board Deep Neural Network Demonstrator for Satellite Earth Observation
2021 IEEE Transactions on Geoscience and Remote Sensing article Computer Science Advanced Neural Network Applications Open access

Gianluca Giuffrida, Luca Fanucci, Gabriele Meoni, Matej Batič, Léonie Buckley, Aubrey K. Dunne, +6 more

223

citations
Enhanced resource allocation in distributed cloud using fuzzy meta-heuristics optimization
2023 Computer Communications article Computer Science Cloud Computing and Resource Management

Arun Kumar Sangaiah, Amir Javadpour, Pedro Pinto, Samira Rezaei, Weizhe Zhang

46

citations
Application of Machine Learning for Automating Behavioral Tracking of Captive Bornean Orangutans (Pongo Pygmaeus)
2024 Animals article Computer Science Human Pose and Action Recognition Open access

Frej Gammelgård, Emilia Jun Nielsen, Malthe G. Hansen, Aage Kristian Olsen Alstrup, Juan Olvido Perea‐García, Trine Hammer Jensen, +1 more

9

citations