Papers matching “classification methods” 1,195
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A Lightweight Decentralized-Learning-Based Automatic Modulation Classification Method for Resource-Constrained Edge Devices2022 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
52citations -
Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data2024 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
6citations -
Comparative Analysis of Feature Selection Methods in the use-case of ARDS Classification in Clinical Time-Series Data2025 Infinite Science GmbH article Health Professions Artificial Intelligence in Healthcare Open access
Simon Fonck, Sina Wedding, Sebastian Johannes Fritsch, André Stollenwerk
0citations -
Evaluation of different classification methods using electronic nose data to diagnose sarcoidosis2023 Journal of Breath Research article Engineering Advanced Chemical Sensor Technologies Open access
Iris G. van der Sar, Nynke van Jaarsveld, Imme A Spiekerman, Floor J Toxopeus, Quint L Langens, Marlies S Wijsenbeek, +2 more
9citations -
Dusty Stellar Source Classification by Implementing Machine Learning Methods Based on Spectroscopic Observations in the Magellanic Clouds2025 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Sepideh Ghaziasgar, Mahdi Abdollahi, Atefeh Javadi, Jacco Th. van Loon, Iain McDonald, Joana M. Oliveira, +4 more
3citations -
National consensus on a new resectability classification for perihilar cholangiocarcinoma - A modified Delphi method2023 European Journal of Surgical Oncology article Medicine Cholangiocarcinoma and Gallbladder Cancer Studies Open access
Lynn E. Nooijen, Marieke T. de Boer, Andries Erik Braat, Maxime J. L. Dewulf, Marcel den Dulk, Jeroen Hagendoorn, +12 more
18citations -
Automatic Classification of Pavement Type and Service Age Benchmarked with Standard Texture Databases Using the Machine Learning Method: A Pilot Study1citations
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Assessing New Methods to Optimally Detect Episodes of Non-metabolic Heart Rate Variability Reduction as an Indicator of Psychological Stress in Everyday Life: A Thorough Evaluation of Six Methods2020 Frontiers in Neuroscience article Medicine Heart Rate Variability and Autonomic Control Open access
Stephen B. R. E. Brown, JOS F. BROSSCHOT, Anke Versluis, Julian Francis Thayer, Bart Verkuil
16citations -
A review of information sources and analysis methods for data driven decision aids in child and adolescent mental health services2024 International Journal of Medical Informatics article Computer Science Machine Learning in Healthcare Open access
Kaban Koochakpour, Øystein Nytrø, BENNETT L. LEVENTHAL, Odd Sverre Westbye, Thomas Brox Røst, Roman A. Koposov, +4 more
2citations -
Performance of morphological classifiers for galaxy mergers compared to current machine learning methods2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Aidan P. Cotter, William Pearson, Berta Margalef-Bentabol, Alejandro Guzmán-Ortega, Vicente Rodríguez-Gómez
0citations -
An in-depth comparison of linear and non-linear joint embedding methods for bulk and single-cell multi-omics2023 Briefings in Bioinformatics article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access
Stavros Makrodimitris, Bram Pronk, Tamim Abdelaal, Marcel J. T. Reinders
12citations -
Deep learning-based automated detection and multiclass classification of soil-transmitted helminths and Schistosoma mansoni eggs in fecal smear images2025 Scientific Reports article Immunology and Microbiology Parasites and Host Interactions Open access
Prosper Oyibo, Brice Meulah, Tope Agbana, Lisette van Lieshout, Wellington Aghoghovwia Oyibo, Gleb V. Vdovin, +1 more
10citations -
The clinical relevance of various methods of classifying ipsilateral breast tumour recurrence as either true local recurrence or new primary2022 Breast Cancer Research and Treatment article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies
Jan J. Jobsen, Henk Struikmans, Ester Siemerink, Job A.M. van der Palen, Harald J. Heijmans
9citations -
Concrete printing with textile reinforcement: Approaches, classification, and testing2026 Cement and Concrete Research article Engineering Innovations in Concrete and Construction Materials Open access
Viktor Mechtcherine, Shravan Muthukrishnan, Egor Ivaniuk, Yiwei Weng, Fei Teng, Jean‐François Caron, +6 more
2citations