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Papers matching “deep feature extraction” 40

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Multiscale Network Traffic Prediction Method Based on Deep Echo-State Network for Internet of Things
2022 IEEE Internet of Things Journal article Computer Science Neural Networks and Reservoir Computing

Jian Zhou, Fu Xiao, Guan Gui, Bamidele Adebisi, Haris Gacanin, Hikmet Sari

57

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
Open-Set Automatic Modulation Classification Using Deep Metric Learning and Openmax
2025 conference-paper Computer Science Wireless Signal Modulation Classification

Ai Chen, Weiqi Sun, Xixi Zhang, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi, +1 more

3

citations
Pixel-level deep-learning segmentation of myoendocardial biopsies network (SOME-Net)
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science AI in cancer detection Open access

0

citations
Self-supervised deep learning for pan-cancer mutation prediction from histopathology
2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access

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

10

citations
BanffNET, a Deep Learning System for Comprehensive Histological Lesion Quantification in Kidney Transplant Biopsies
2026 medRxiv preprint Computer Science AI in cancer detection Open access

Giorgio Buzzanca, Chiara Pala, Junling He, Rianne Hofstraat, Alessandra Tammaro, Dominique van Midden, +41 more

2

citations
Discriminative feature modeling for statistical speech recognition
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Speech Recognition and Synthesis Open access

Zoltán Tüske

1

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
Efficient Malicious Traffic Classification Methods based on Semi-supervised Learning
2022 2022 9th International Conference on Dependable Systems and Their Applications (DSA) conference-paper Computer Science Internet Traffic Analysis and Secure E-voting

Xiaoyi Hu, Jie Yin, Jie Yang, Bamidele Adebisi, Haris Gacanin

2

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
Robust Automatic Speaker Identification System Using Shuffled MFCC Features
2021 conference-paper Computer Science Speech Recognition and Synthesis

Mahdi Barhoush, Ahmed Hallawa, Anke Schmeink

8

citations
Deep learning in cancer pathology: a new generation of clinical biomarkers
2020 British Journal of Cancer article Computer Science AI in cancer detection Open access cited by 2 patents

Amelie Echle, Niklas Rindtorff, Titus Josef Brinker, Tom Luedde, Alexander T. Pearson, Jakob Nikolas Kather

697

citations
Anomaly Detection for Automated Visual Inspection: A Review
2023 Technologien für die intelligente Automation book-chapter Computer Science Anomaly Detection Techniques and Applications Open access

Oliver Rippel, Dorit Merhof

8

citations
Deep Learning-Based Channel Quality Estimation in Adaptive Shortwave Communication Systems
2020 International Conference on Wireless Communications and Signal Processing (WCSP) conference-paper Computer Science Wireless Signal Modulation Classification

Yaru Zhou, Yu Wang, Guan Gui, Haris Gacanin, Hikmet Sari

2

citations
Deep Learning–Based Segmentation and Quantification in Experimental Kidney Histopathology
2020 Journal of the American Society of Nephrology article Computer Science AI in cancer detection Open access

Nassim Bouteldja, Barbara M. Klinkhammer, Roman David Bülow, Patrick Droste, Simon Otten, Saskia Freifrau von Stillfried, +12 more

186

citations
Acoustic source localization by deep-learning attention-based modulation of microphone array data
2024 NDT & E International article Computer Science Speech and Audio Processing Open access

Georg Karl Kocur, Denny Thaler, Bernd A. Markert

9

citations
An Examination of Offline-Trained Encoders in Vision-Based Deep Reinforcement Learning for Autonomous Driving
2024 conference-paper Computer Science Reinforcement Learning in Robotics

Shawan Taha Mohammed, Alp Argun, Nicolas Bonnotte, Gerd Ascheid

0

citations
Deep Complex-Valued Convolutional Neural Network for Drone Recognition Based on RF Fingerprinting
2022 Drones article Computer Science Wireless Signal Modulation Classification Open access

Jie Yang, Hao Gu, Chenhan Hu, Xixi Zhang, Guan Gui, Haris Gacanin

28

citations
Deep learning can predict lymph node status directly from histology in colorectal cancer
2021 European Journal of Cancer article Computer Science AI in cancer detection Open access

Lennard Kiehl, Sara Kuntz, Julia Höhn, Tanja B. Jutzi, Eva Krieghoff‐Henning, Jakob Nikolas Kather, +10 more

77

citations
Deep Frequency Re-calibration U-Net for Medical Image Segmentation
2021 conference-paper Computer Science Advanced Neural Network Applications cited by 1 patent

Reza Azad, I Afshin Bozorgpour, Maryam Asadi-Aghbolaghi, Dorit Merhof, Sérgio Escalera

61

citations
A deep learning framework for efficient pathology image analysis
2026 Nature Communications article Computer Science AI in cancer detection Open access

Peter Neidlinger, Tim Lenz, Sebastian Foersch, Chiara Maria Lavinia Loeffler, Jan Clusmann, Marco Gustav, +20 more

3

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
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
Measurability of quality characteristics identified in latent spaces of Generative AI Models
2024 CIRP Annals article Computer Science Generative Adversarial Networks and Image Synthesis Open access

Robert Heinrich Schmitt, Dominik Wolfschläger, Jan-Henrik Woltersmann, Lennart Stohrer

5

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