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Papers matching “feature extraction” 71

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Generalizing feature preservation in iso-surface extraction from triple dexel models
2024 Computer-Aided Design article Computer Science Computer Graphics and Visualization Techniques

Tobias Schleifstein, Arne Lorenz, Svenja Schalthöfer, Denys Plakhotnik, Leif P. Kobbelt

1

citations
Large-scale extraction of interpretable features provides new insights into kidney histopathology – A proof-of-concept study
2022 Journal of Pathology Informatics article Computer Science AI in cancer detection Open access

Barbara M. Klinkhammer, Claudia Seikrit, Nassim Bouteldja, Philipp Gräbel, Michael Gadermayr, Peter Boor, +1 more

11

citations
TransCeption: Enhancing Medical Image Segmentation with an Inception-Like Transformer Design for Efficient Feature Fusion
2025 Computational Visual Media article Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, Dorit Merhof

8

citations
Machine Learning for Misuse-Based Network Intrusion Detection: Overview, Unified Evaluation and Feature Choice Comparison Framework
2021 IEEE Access article Computer Science Network Security and Intrusion Detection Open access

Laurens Le Jeune, Toon Goedemé, Nele Mentens

58

citations
Benchmarking foundation models as feature extractors for weakly supervised computational pathology
2025 Nature Biomedical Engineering article Computer Science AI in cancer detection Open access

Peter Neidlinger, Omar S. M. El Nahhas, Hannah Sophie Muti, Tim Lenz, Michael Hoffmeister, Hermann Brenner, +10 more

69

citations
Feature analysis for proper intensity scaling and feature distinction in class activation maps
2025 Knowledge-Based Systems article Computer Science Explainable Artificial Intelligence (XAI) Open access

Yanli Li, Denis P. Shamonin, Tahereh Hassanzadeh, M. Reijnierse, Annette H M van der Helm–van Mil, Berend C. Stoel

1

citations
Feature Selection for Fault Detection and Prediction based on Event Log Analysis
2022 ACM SIGKDD Explorations Newsletter article Computer Science Software System Performance and Reliability Open access

Zhong Li, Matthijs van Leeuwen

6

citations
Work smarter, not harder: achieve expert-level diagnosis extraction from medical records with optimal prompting of large language models
2025 Annals of the Rheumatic Diseases article Computer Science Machine Learning in Healthcare

Tjardo Daniël Maarseveen, Daniyal Selani, Nils Steinz, Robin Ten Brinck, Herman Kasper Glas, Josien Veris-van Dieren, +3 more

0

citations
Scale-preserving automatic concept extraction (SPACE)
2023 Machine Learning article Computer Science Explainable Artificial Intelligence (XAI) Open access

Andrés Felipe Posada-Moreno, Lukas Kreisköther, Tassilo Glander, Sebastian Trimpe

1

citations
Scale-Preserving Automatic Concept Extraction (SPACE)
2023 RWTH Publications (RWTH Aachen) article Computer Science Explainable Artificial Intelligence (XAI) Open access

Andrés Felipe Posada-Moreno, Lukas Kreisköther, Tassilo Glander, Sebastian Trimpe

0

citations
Cascaded Feature-Mask Fusion for Foreground Segmentation
2022 IEEE Open Journal of Intelligent Transportation Systems article Computer Science Video Surveillance and Tracking Methods Open access

Chuanyun Xu, Huan Liu, Tenghui Li, Yang Zhang, Li Tian, Gang Li

7

citations
Deep Learning for Instance Retrieval: A Survey
2022 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Image Retrieval and Classification Techniques Open access

Wei Chen, Yu Liu, Weiping Wang, Erwin M. Bakker, Paul Fieguth, Li Liu, +1 more

193

citations
Tree-based learning on amperometric time series data demonstrates high accuracy for classification
2024 International Journal of Data Science and Analytics article Computer Science Time Series Analysis and Forecasting Open access

Jeyashree Krishnan, Zeyu Lian, Pieter E. Oomen, Mohaddeseh Amir-Aref, Xiulan He, Soodabeh Majdi, +2 more

2

citations
Radio Frequency Fingerprint Identification Based on Slice Integration Cooperation and Heat Constellation Trace Figure
2021 IEEE Wireless Communications Letters article Computer Science Wireless Signal Modulation Classification

Yang Peng, Pengfei Liu, Yu Wang, Guan Gui, Bamidele Adebisi, Haris Gacanin

89

citations
Fidelity-agnostic synthetic data generation improves utility while retaining privacy
2025 Patterns article Computer Science Privacy-Preserving Technologies in Data Open access

Jim L. Achterberg, M. Haas, Marco René Spruit

8

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
An Efficient Intrusion Detection Method Based on Dynamic Autoencoder
2021 IEEE Wireless Communications Letters article Computer Science Network Security and Intrusion Detection

Ruijie Zhao, Jie Yin, Zhi Xue, Guan Gui, Bamidele Adebisi, Tomoaki Otsuki Ohtsuki, +2 more

93

citations
Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology
2023 npj Precision Oncology article Computer Science AI in cancer detection Open access cited by 1 patent

Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Jan Niehues, Marko van Treeck, Tobias Paul Seraphin, Katherine Jane Hewitt, +5 more

88

citations
Fast and Robust QEF Minimization using Probabilistic Quadrics
2020 Computer Graphics Forum article Computer Science Computer Graphics and Visualization Techniques Open access cited by 1 patent

Philip Trettner, Leif P. Kobbelt

25

citations
Cross-Domain Graph Level Anomaly Detection
2024 IEEE Transactions on Knowledge and Data Engineering article Computer Science Anomaly Detection Techniques and Applications Open access

Zhong Li, Sheng Liang, Jiayang Shi, Matthijs van Leeuwen

4

citations
Time series representations classroom (TSRC): a teacher-student-based framework for interpretability-enhanced unsupervised time series representation learning
2025 Machine Learning article Computer Science Time Series Analysis and Forecasting Open access

0

citations
AutoPOI: automated points of interest selection for side-channel analysis
2023 Journal of Cryptographic Engineering article Computer Science Cryptographic Implementations and Security Open access

Mick G. D. Remmerswaal, Lichao Wu, Sébastien Tiran, Nele Mentens

4

citations
Interpolative Metric Learning for Few-Shot Specific Emitter Identification
2023 IEEE Transactions on Vehicular Technology article Computer Science Wireless Signal Modulation Classification

Cheng Wang, Xue Gang Fu, Yu Wang, Guan Gui, Haris Gacanin, Hikmet Sari, +1 more

48

citations
ReviewGraph: a knowledge graph embedding based framework for review rating prediction with sentiment features
2025 Leiden Repository (Leiden University) article Computer Science Sentiment Analysis and Opinion Mining Open access

A.J.W. de. Vink, N. Amat Lefort, L. Han

0

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