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A Comparative Study on the Influence of Undersampling and Oversampling Techniques for the Classification of Physical Activities Using an Imbalanced Accelerometer Dataset
Jeong, Dong-Hwa, Kim, Se-Eun, Choi, Woo-Hyeok, Ahn, Seong-Ho
Published in Healthcare (Basel) (05.07.2022)
Published in Healthcare (Basel) (05.07.2022)
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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
Setting up of a machine learning algorithm for the identification of severe liver fibrosis profile in the general US population cohort
Hassoun, Samir, Bruckmann, Chiara, Ciardullo, Stefano, Perseghin, Gianluca, Di Gaudio, Francesca, Broccolo, Francesco
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2023)
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2023)
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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
Detecting congestive heart failure by extracting multimodal features with synthetic minority oversampling technique (SMOTE) for imbalanced data using robust machine learning techniques
Hussain, Lal, Lone, Kashif Javed, Awan, Imtiaz Ahmed, Abbasi, Adeel Ahmed, Pirzada, Jawad-ur-Rehman
Published in Waves in random and complex media (04.05.2022)
Published in Waves in random and complex media (04.05.2022)
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Journal Article
Oversampling technique in student performance classification from engineering course
Rachburee, Nachirat, Punlumjeak, Wattana
Published in International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering (01.08.2021)
Published in International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering (01.08.2021)
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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
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
Biomarker profiling and integrating heterogeneous models for enhanced multi-grade breast cancer prognostication
Joshi, Rakesh Chandra, Srivastava, Pallavi, Mishra, Rashmi, Burget, Radim, Dutta, Malay Kishore
Published in Computer methods and programs in biomedicine (01.10.2024)
Published in Computer methods and programs in biomedicine (01.10.2024)
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Journal Article
Optimizing Rare Disease Gait Classification through Data Balancing and Generative AI: Insights from Hereditary Cerebellar Ataxia
Trabassi, Dante, Castiglia, Stefano Filippo, Bini, Fabiano, Marinozzi, Franco, Ajoudani, Arash, Lorenzini, Marta, Chini, Giorgia, Varrecchia, Tiwana, Ranavolo, Alberto, De Icco, Roberto, Casali, Carlo, Serrao, Mariano
Published in Sensors (Basel, Switzerland) (01.06.2024)
Published in Sensors (Basel, Switzerland) (01.06.2024)
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Journal Article
Gait Rhythm Fluctuation Analysis for Neurodegenerative Diseases by Empirical Mode Decomposition
Ren, Peng, Tang, Shanjiang, Fang, Fang, Luo, Lizhu, Xu, Lei, Bringas-Vega, Maria L., Yao, Dezhong, Kendrick, Keith M., Valdes-Sosa, Pedro A.
Published in IEEE transactions on biomedical engineering (01.01.2017)
Published in IEEE transactions on biomedical engineering (01.01.2017)
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Journal Article
Analysis of Gait Rhythm Fluctuations for Neurodegenerative Diseases by Phase Synchronization and Conditional Entropy
Ren, Peng, Zhao, Weihua, Zhao, Zhiying, Bringas-Vega, Maria L., Valdes-Sosa, Pedro A., Kendrick, Keith M.
Published in IEEE transactions on neural systems and rehabilitation engineering (01.02.2016)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.02.2016)
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Journal Article