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Papers matching “complexity classification” 29

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An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression
2021 IEEE Journal on Selected Areas in Communications article Computer Science Wireless Signal Modulation Classification

Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Otsuki Ohtsuki, Octavia A. Dobre, H. Vincent Poor

300

citations
Equation Discovery for Classification: Finding Interpretable Symbolic Specifications of the Decision Boundary
2026 Machine Learning article Computer Science Evolutionary Algorithms and Applications Open access

Godfried Toussaint, Arno Knobbe

0

citations
Lightweight Automatic Modulation Classification Based on Decentralized Learning
2021 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification

Xue Gang Fu, Guan Gui, Yu Wang, Tomoaki Otsuki Ohtsuki, Bamidele Adebisi, Haris Gacanin, +1 more

96

citations
A Lightweight Decentralized-Learning-Based Automatic Modulation Classification Method for Resource-Constrained Edge Devices
2022 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification

Biao Dong, Yuchao Liu, Guan Gui, Xue Gang Fu, Heng Dong, Bamidele Adebisi, +2 more

52

citations
Process-Oriented Stream Classification Pipeline: A Literature Review
2022 Applied Sciences article Computer Science Data Stream Mining Techniques Open access

Lena Clever, Janina Pohl, Jakob Bossek, Pascal Kerschke, Heike Trautmann

6

citations
Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data
2024 IFAC-PapersOnLine article Computer Science Explainable Artificial Intelligence (XAI) Open access

Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten W Orlikowsky, Stefan Kowalewski, +2 more

6

citations
KAN We Improve on HEP Classification Tasks? Kolmogorov–Arnold Networks Applied to an LHC Physics Example
2025 Computing and Software for Big Science article Computer Science Neural Networks and Applications Open access

J. Erdmann, Florian Mausolf, Jan Lukas Späh

2

citations
Impact of transfer learning methods and dataset characteristics on generalization in birdsong classification
2025 Scientific Reports article Computer Science Music and Audio Processing Open access

Burooj Ghani, Vincent J. Kalkman, Willem-Pier Vellinga, Lisa Gill, Dan Stowell

20

citations
Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance
2024 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

Gustav Anton Müller‐Franzes, Yoni Schirris, Sophia J. Wagner, Michael Adrian Jendrusch, Matthias Kloor, Alexander T. Pearson, +6 more

13

citations
Computing subset vertex covers in H-free graphs
2025 Theoretical Computer Science article Computer Science Advanced Graph Theory Research Open access

Nick Brettell, Jelle J. Oostveen, Sukanya Pandey, Daniël Paulusma, Erik Jan van Leeuwen

2

citations
Real-Time Radar-Based Gesture Detection and Recognition Built in an Edge-Computing Platform
2020 IEEE Sensors Journal article Computer Science Hand Gesture Recognition Systems Open access cited by 4 patents

Yuliang Sun, Tai Fei, Xibo Li, Alexander Warnecke, Ernst Warsitz, Nils Pohl

145

citations
Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study
2022 JMIR Medical Informatics article Computer Science Machine Learning in Healthcare Open access

Ahmad Ayad, Ahmed Hallawa, Arne Peine, Lukas Märtin, Lejla Begic Fazlic, Guido Dartmann, +2 more

14

citations
Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering
2022 Journal of Classification article Computer Science Advanced Clustering Algorithms Research Open access

Julian Rossbroich, Jeffrey Durieux, Tom F. Wilderjans

15

citations
NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems
2022 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification

Xixi Zhang, Haitao Zhao, Hongbo Zhu, Bamidele Adebisi, Guan Gui, Haris Gacanin, +1 more

115

citations
A Novel Intrusion Detection Method Based on Lightweight Neural Network for Internet of Things
2021 IEEE Internet of Things Journal article Computer Science Network Security and Intrusion Detection

Ruijie Zhao, Guan Gui, Zhi Xue, Jie Yin, Tomoaki Otsuki Ohtsuki, Bamidele Adebisi, +1 more

225

citations
Are LSTMs good few-shot learners?
2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

Mike Huisman, Thomas M. Moerland, Aske Plaat, Jan N. van Rijn

12

citations
Large language models for structured cardiovascular data extraction: a foundation for scalable research and clinical applications
2025 European Heart Journal - Digital Health article Computer Science Machine Learning in Healthcare Open access

Wouter P M van der Loo, Viktor van der Valk, Tim van den Broek, Douwe E. Atsma, Marius Staring, Roderick W.C. Scherptong

5

citations
Efficiency Versus Accuracy: A Review of Design Techniques for DNN Hardware Accelerators
2021 IEEE Access article Computer Science Advanced Neural Network Applications Open access cited by 1 patent

Cecilia Latotzke, Tobias Gemmeke

34

citations
A high-resolution downscaling approach for solar irradiance using statistical parameter matching
2025 Renewable Energy article Computer Science Solar Radiation and Photovoltaics Open access

Olalekan Omoyele, Maximilian Hoffmann, Jann Michael Weinand, Miguel Larrañeta, Jochen Linßen, Detlef Stolten

11

citations
Using internal standards in time-resolved X-ray micro-computed tomography to quantify grain-scale developments in solid-state mineral reactions
2024 Solid Earth article Computer Science Medical Image Segmentation Techniques Open access

Roberto Emanuele Rizzo, Damien Freitas, James Gilgannon, Sohan Seth, Ian B. Butler, Gina McGill, +1 more

4

citations
Large language models for structured cardiovascular data extraction: a foundation for scalable research and clinical applications
2026 TNO Repository article Computer Science Machine Learning in Healthcare Open access

W. van der Loo, Viktor van der Valk, T. van den Broek, Douwe E. Atsma, M. Staring, R.W.C. Scherptong

0

citations
End-to-end pipeline for automated heart failure diagnosis with clinical notes using SNOMED-CT
2026 Scientific Reports article Computer Science Machine Learning in Healthcare Open access

Fu-Sung Kim-Benjamin Tang, Marlo Verket, Dirk Müller‐Wieland, Julia Brandts, Malte Jacobsen, Katharina Marx-Schütt, +3 more

0

citations
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems
2021 IEEE Access article Computer Science Numerical Methods and Algorithms Open access

Suresh Nambi, Salim Ullah, Siva Satyendra Sahoo, Aditya Lohana, Farhad Merchant, Akash S. Kumar

32

citations
Multi-paradigm modelling for cyber–physical systems: a descriptive framework
2021 Software & Systems Modeling article Computer Science Model-Driven Software Engineering Techniques Open access

Moussa Amrani, Dominique Blouin, Robert Heinrich, Arend Rensink, Hans Vangheluwe, Andreas Wortmann

30

citations
Weakly supervised annotation‐free cancer detection and prediction of genotype in routine histopathology
2021 The Journal of Pathology article Computer Science AI in cancer detection Open access

Peter L. Schrammen, Narmin Ghaffari Laleh, Amelie Echle, Daniel Truhn, Volkmar Schulz, Titus Josef Brinker, +13 more

82

citations