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Lightweight Machine-Learning-Based Diagnosis for Power Electronic Systems Subject to Imbalanced Data
Deng, Qingli, Feng, Xiaoyun, Zhao, Shuai, Gou, Bin, Wang, Huai, Ge, Xinglai
Published in IEEE journal of emerging and selected topics in industrial electronics (Print) (01.04.2024)
Published in IEEE journal of emerging and selected topics in industrial electronics (Print) (01.04.2024)
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Journal Article
Revised Surface Abundances of R Coronae Borealis Stars
Pandey, Gajendra, Hema, B. P., Reddy, Arumalla B. S.
Published in The Astrophysical journal (01.11.2021)
Published in The Astrophysical journal (01.11.2021)
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Journal Article
Mahalanobis Metric-based Oversampling Technique for Parkinson’s Disease Severity Assessment using Spatiotemporal Gait Parameters
Balakrishnan, Aishwarya, Medikonda, Jeevan, Namboothiri, Pramod K., Natarajan, Manikandan
Published in Biomedical signal processing and control (01.09.2023)
Published in Biomedical signal processing and control (01.09.2023)
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Journal Article
Deep Learning with Convolutional Neural Network for detecting microsleep states from EEG: A comparison between the oversampling technique and cost-based learning
Krishnamoorthy, Venkat, Shoorangiz, Reza, Weddell, Stephen J., Beckert, Lutz, Jones, Richard D.
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2019)
Published in Conference proceedings (IEEE Engineering in Medicine and Biology Society. Conf.) (01.07.2019)
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Conference Proceeding
Journal Article
Dual branch neural network with dynamic learning mechanism for P300-based brain-computer interfaces
Li, Shurui, Xu, Ren, Wang, Xingyu, Cichocki, Andrzej, Jin, Jing
Published in Neural networks (01.12.2025)
Published in Neural networks (01.12.2025)
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Journal Article
Detection and localization of myocardial infarction based on a convolutional autoencoder
Sugimoto, Kaiji, Kon, Yudai, Lee, Saerom, Okada, Yoshifumi
Published in Knowledge-based systems (15.08.2019)
Published in Knowledge-based systems (15.08.2019)
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Journal Article
Quantitative Genetics of CTCF Binding Reveal Local Sequence Effects and Different Modes of X-Chromosome Association
Ding, Zhihao, Ni, Yunyun, Timmer, Sander W., Lee, Bum-Kyu, Battenhouse, Anna, Louzada, Sandra, Yang, Fengtang, Dunham, Ian, Crawford, Gregory E., Lieb, Jason D., Durbin, Richard, Iyer, Vishwanath R., Birney, Ewan
Published in PLoS genetics (01.11.2014)
Published in PLoS genetics (01.11.2014)
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Journal Article
S-WD-EEMD: A hybrid framework for imbalanced sEMG signal analysis in diagnosis of human knee abnormality
Vijayvargiya, Ankit, Sinha, Aparna, Gehlot, Naveen, Jena, Ashutosh, Kumar, Rajesh, Moran, Kieran
Published in PloS one (31.05.2024)
Published in PloS one (31.05.2024)
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Journal Article
Binary Classification of a Large Collection of Environmental Chemicals from Estrogen Receptor Assays by Quantitative Structure–Activity Relationship and Machine Learning Methods
Zang, Qingda, Rotroff, Daniel M, Judson, Richard S
Published in Journal of chemical information and modeling (23.12.2013)
Published in Journal of chemical information and modeling (23.12.2013)
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Journal Article
Human knee abnormality detection from imbalanced sEMG data
Vijayvargiya, Ankit, Prakash, Chandra, Kumar, Rajesh, Bansal, Sanjeev, R.S. Tavares, João Manuel
Published in Biomedical signal processing and control (01.04.2021)
Published in Biomedical signal processing and control (01.04.2021)
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Journal Article