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Papers matching “convolutional autoencoder” 27

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Temporal convolutional autoencoder for unsupervised anomaly detection in time series
2021 Applied Soft Computing article Computer Science Anomaly Detection Techniques and Applications Open access

Markus Thill, Wolfgang Konen, Hao Wang, Thomas Bäck

220

citations
Binarization Strategy Using Multiple Convolutional Autoencoder Network for Old Sundanese Manuscript Images
2021 Lecture notes in computer science conference-paper Computer Science Handwritten Text Recognition Techniques

Erick Paulus, Jean-Christophe Burie, Fons J. Verbeek

4

citations
A gap-filling method for room temperature data based on autoencoder neural networks
2021 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access

Romana Markovic, Jérôme Frisch, Andreas Wagner, Francesco Causone, Christoph van Treeck

5

citations
Convolutional Embedded Networks for Population Scale Clustering and Bio-Ancestry Inferencing
2020 IEEE Transactions on Computational Biology and Bioinformatics article Biochemistry, Genetics and Molecular Biology Forensic and Genetic Research Open access

Md. Rezaul Karim, Michael Cochez, Achille Zappa, Ratnesh Sahay, Oya Beyan, Stefan Decker

16

citations
Informing agent-based models with spatial data using convolutional autoencoders
2026 Bioinformatics article Mathematics Mathematical Biology Tumor Growth Open access

Bi-rong Wang, Chen-yi Anita Liao, Erik H.J. Danen, Elsa Neubert, Federica Eduati

1

citations
Time Series Encodings with Temporal Convolutional Networks
2020 Lecture notes in computer science conference-paper Computer Science Anomaly Detection Techniques and Applications Open access

Markus Thill, Wolfgang Konen, Thomas Bäck

34

citations
Adversarial Latent Autoencoder with Self-Attention for Structural Image Synthesis
2024 IEEE Conference on Artificial Intelligence (CAI) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis Open access

Jiajie Fan, Laure Vuaille, Thomas Bäck, Hao Wang

3

citations
Comparative Analysis of Modern, AI-based Data Compression on Power Quality Disturbance Data
2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) conference-paper Engineering Power Quality and Harmonics

Markus Stroot, Philipp Lutat, Andreas Ulbig

1

citations
Data-driven reduced order surrogate modeling for coronary in-stent restenosis
2024 Computer Methods and Programs in Biomedicine article Physics and Astronomy Model Reduction and Neural Networks Open access

Jianye Shi, Kiran Manjunatha, Felix Jan Vogt, Stefanie Reese

2

citations
Determining the time before or after a galaxy merger event
2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

William Pearson, Vicente Rodríguez-Gómez, Sandor Kruk, Berta Margalef-Bentabol

7

citations
Determining the time before or after a galaxy merger event
2024 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

William Pearson, Vicente Rodríguez-Gómez, Sandor Kruk, Berta Margalef-Bentabol

0

citations
Transfer Learning for Semi-Supervised Automatic Modulation Classification in ZF-MIMO Systems
2020 IEEE Journal on Emerging and Selected Topics in Circuits and Systems article Computer Science Wireless Signal Modulation Classification

Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Otsuki Ohtsuki, Hikmet Sari, Fumiyuki Adachi

115

citations
Comparing human and algorithmic anomaly detection for HVAC systems applications
2022 IEEE International Conference on Big Data Computing Service and Applications (BigDataService) conference-paper Engineering Fault Detection and Control Systems

Reuben Borrison, Marc Syndicus, André Orth, Romana Markovic, Marcel Dix, Antonio Liguori, +3 more

3

citations
Fast simulation of coronary in‐stent restenosis: A non‐intrusive data‐driven reduced order surrogate model
2024 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Jianye Shi, Kiran Manjunatha, Stefanie Reese

1

citations
Artificial intelligence in echocardiography diagnostics – detection of takotsubo syndrome
2020 European Heart Journal article Medicine Takotsubo Cardiomyopathy and Associated Phenomena Open access

Davide Di Vece, Fabian Laumer, Moritz Schwyzer, Rebekka Burkholz, L Corinzia, Victoria L. Cammann, +5 more

1

citations
Pushing the Limit of Asteroseismic Detection for Cool Dwarfs Using TESS and Deep Learning
2026 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access

Waly M Z Karim, Rocio Kiman, Derek L. Buzasi, Cecilia Garraffo, Joshua Wing, Jim Fuller, +3 more

0

citations
Federated two-stage machine learning model for ultrasonic guided wave structural health monitoring of composite structures
2025 conference-paper Engineering Ultrasonics and Acoustic Wave Propagation

Lukas Jilke, Emy Arts, Florian Raddatz, Norbert Hosters, Marek Behr, Gerko Wende

0

citations
Race Car Flow Field Analysis using Autoencoders and Clustering
2023 International Journal of Automotive Engineering article Engineering Aerodynamics and Fluid Dynamics Research Open access

Michaela Reck, René Hilhorst, Marc Hilbert, Thomas Indinger

0

citations
Representation learning for fast radio burst dynamic spectra
2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Radio Astronomy Observations and Technology Open access

Dirk Kuiper, Gabriella Contardo, Daniela Huppenkothen, Jason W. T. Hessels

1

citations
Augmenting energy time-series for data-efficient imputation of missing values
2023 Applied Energy article Engineering Building Energy and Comfort Optimization

Antonio Liguori, Romana Markovic, Martina Ferrando, Jérôme Frisch, Francesco Causone, Christoph van Treeck

36

citations
Data-Driven Reduced Order Surrogate Modeling for Coronary In-Stent Restenosis
2024 SSRN Electronic Journal preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Jianye Shi, Kiran Manjunatha, Felix Jan Vogt, Stefanie Reese

0

citations
DeepGalaxy: Deducing the Properties of Galaxy Mergers from Images Using Deep Neural Networks
2020 conference-paper Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Maxwell Xu Cai, Jeroen Bédorf, Vikram A. Saletore, Valeriu Codreanu, Damian Podareanu, Adel Chaibi, +1 more

7

citations
Hybrid modelling of leaf traits: Integrating neural networks with radiative transfer theory
2025 Remote Sensing of Environment article Environmental Science Remote Sensing in Agriculture Open access

Peng Sun, Peter M. van Bodegom, Joris Timmermans, Shuwen Liu, Jin Wu, Marco D. Visser

8

citations
Efficient Feature Compression for the Object Tracking Task
2022 Proceedings - International Conference on Image Processing conference-paper Computer Science Video Coding and Compression Technologies

Robert Henzel, Kiran Misra, Tianying Ji

6

citations
Semantic enrichment of building information models via deep learning
2025 RWTH Publications (RWTH Aachen) dissertation Engineering BIM and Construction Integration Open access

0

citations