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Papers matching “classification methods” 226

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Fine metal-rich waste stream characterization based on RGB data: Comparison between feature-based and deep learning classification methods
2021 conference-paper Computer Science Advanced Neural Network Applications Open access

Nils Kroell, Kay Johnen, Xiaozheng Chen, Alexander Feil

1

citations
Semi-supervised time series classification method for quantum computing
2021 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

Florian Neukart

10

citations
A Novel Malware Traffic Classification Method using Semi-Supervised Learning
2021 IEEE Vehicular Technology Conference conference-paper Computer Science Advanced Malware Detection Techniques

Yu Wang, Jie Yang, Haris Gacanin, Song Ci

6

citations
Fine metal-rich waste stream characterization based on RGB data: Comparison between feature-based and deep learning classification methods
2021 RWTH Publications (RWTH Aachen) article Computer Science Advanced Neural Network Applications Open access

Nils Kroell, Kay Johnen, Xiaozheng Chen, Alexander Feil

1

citations
Explaining classification performance and bias via network structure and sampling technique
2021 Applied Network Science article Physics and Astronomy Complex Network Analysis Techniques Open access

Lisette Espín-Noboa, Fariba Karimi, Bruno Ribeiro, Kristina Lerman, Claudia Wagner

10

citations
Detection of Broken Rotor Bars in Induction Machines using Machine Learning Methods
2021 IEEJ Journal of Industry Applications article Engineering Machine Fault Diagnosis Techniques Open access

Stefan Quabeck, Wenbo Shangguan, Daniel Scharfenstein, Rik W. De Doncker

7

citations
A Gaussian Process Based Method for Data- Efficient Remaining Useful Life Estimation
2021 IEEE Access article Engineering Machine Fault Diagnosis Techniques Open access

Maximilian Benker, Artem Bliznyuk, Michael F. Zaeh

23

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
Classification of Companion Diagnostics: A New Framework for Biomarker-Driven Patient Selection
2021 Therapeutic Innovation & Regulatory Science article Mathematics Statistical Methods in Clinical Trials Open access

Cynthia Huber, Tim Friede, Julia Stingl, Norbert Benda

13

citations
On the Potential of Taxonomic Graphs to Improve Applicability and Performance for the Classification of Biomedical Patents
2021 Applied Sciences article Business, Management and Accounting Intellectual Property and Patents Open access

Kai Frerich, Mark Bukowski, Sandra Geisler, Róbert Farkas

3

citations
Comparing Correction Methods to Reduce Misclassification Bias
2021 Communications in computer and information science conference-paper Computer Science Machine Learning and Data Classification Open access

Kevin Kloos, Quinten Meertens, Sander Scholtus, Julian David Karch

8

citations
MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification
2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Advanced Neural Network Applications Open access

Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more

2

citations
Linking land use inventories to biodiversity impact assessment methods
2021 The International Journal of Life Cycle Assessment article Environmental Science Environmental Impact and Sustainability

Laura Scherer, Valeria De Laurentiis, Alexandra Marques, Ottar Michelsen, Elizabeth Migoni Alejandre, Stephan Pfister, +2 more

10

citations
A histopathological classification scheme for abdominal aortic aneurysm disease
2021 JVS Vascular Science article Medicine Aortic aneurysm repair treatments Open access

Laura E. Bruijn, Charid G. van Stroe Gómez, John A. Curci, Jonathan Golledge, Jaap F. Hamming, Gregory T. Jones, +8 more

28

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
The #Enzian classification: A comprehensive non‐invasive and surgical description system for endometriosis
2021 Acta Obstetricia Et Gynecologica Scandinavica article Medicine Endometriosis Research and Treatment Open access cited by 2 patents

J. Keckstein, Ertan Sarıdoğan, Uwe Andreas Ulrich, Martin Sillem, Peter Oppelt, Karl-Werner Schweppe, +12 more

332

citations
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review
2021 Journal of Medical Internet Research review Medicine Cutaneous Melanoma Detection and Management Open access

Julia Höhn, Achim Hekler, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Jochen Sven Utikal, Friedegund Elke Meier, +18 more

66

citations
Predictive performance of machine and statistical learning methods: Impact of data-generating processes on external validity in the “large N, small p” setting
2021 Statistical Methods in Medical Research article Health Professions Artificial Intelligence in Healthcare Open access

Peter C. Austin, Frank E. Harrell, Ewout Willem Steyerberg

78

citations
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
Efficient and Consumer-Centered Item Detection and Classification with a Multicamera Network at High Ranges
2021 Sensors article Engineering Robot Manipulation and Learning Open access

Nils Mandischer, Tobias Huhn, Mathias Hüsing, Burkhard J. Corves

5

citations
Classification of Fermi-LAT sources with deep learning
2021 International Cosmic Ray Conference conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

Silvia Manconi, Anja Butter, Thorben Finke, Felicitas Keil, Michael Krämer

1

citations
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification
2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more

73

citations
Automated Carbonate Reservoir Pore and Fracture Classification by Multiscale Imaging and Deep Learning
2021 EAGE Annual Conference & Exhibition conference-paper Engineering Hydrocarbon exploration and reservoir analysis

Jop Klaver, Joyce Schmatz, Rongjin Wang, Mingming Jiang, Lucas M. Kleipool, Antonino Cilona, +1 more

1

citations
A Comparative Evaluation of Quantification Methods
2021 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access

Tobias Schumacher, Markus Strohmaier, Florian Lemmerich

4

citations
A Classification-based Solution For Recommending Process Parameters of Production Processes Without Quality Measures
2021 Procedia Computer Science conference-paper Engineering Digital Transformation in Industry Open access

Zhengtian Ai, Ingo Heinle, Christian Schelske, Hao Wang, Thomas Bäck

3

citations