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Dequantizing Compressed Sensing: When Oversampling and Non-Gaussian Constraints Combine
Jacques, L, Hammond, D K, Fadili, J M
Published in IEEE transactions on information theory (01.01.2011)
Published in IEEE transactions on information theory (01.01.2011)
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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
Motion Pattern-Based Scene Classification Using Adaptive Synthetic Oversampling and Fully Connected Deep Neural Network
Mohammed, Mohammed Sultan, Al-Dhamari, Ahlam, Saeed, Waddah, Al-Aswadi, Fatima N., Saleh, Sami Abdulla Mohsen, Marsono, M. N.
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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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
Deep Anomaly Detection for Automotive Components by Oversampling
Kawamura, Hironobu, Nirasawa, Kozaburo, Yokocho, Chika
Published in TOTAL QUALITY SCIENCE (10.10.2023)
Published in TOTAL QUALITY SCIENCE (10.10.2023)
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Journal Article
Enhancing credit card fraud detection: the impact of oversampling rates and ensemble methods with diverse feature selection
Akouhar, Mohamed, Abarda, Abdallah, El Fatini, Mohamed, Ouhssini, Mohamed
Published in Radìoelektronnì ì komp'ûternì sistemi (Online) (20.02.2025)
Published in Radìoelektronnì ì komp'ûternì sistemi (Online) (20.02.2025)
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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
An Oversampling Technique for Handling Imbalanced Data in Patients with Metabolic Syndrome and Periodontitis
ALTINGÖZ, Sema Merve, BAKIRARAR, Batuhan, ÜNSAL, Elif, KURGAN, Sivge, GÜNHAN, Meral
Published in Cumhuriyet Üniversitesi Dişhekimliği Fakültesi dergisi = Journal of Cumhuriyet University Dental Faculty (31.12.2023)
Published in Cumhuriyet Üniversitesi Dişhekimliği Fakültesi dergisi = Journal of Cumhuriyet University Dental Faculty (31.12.2023)
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Journal Article
COMPARISON OF DATASET OVERSAMPLING ALGORITHMS AND THEIR APPLICABILITY TO THE CATEGORIZATION PROBLEM
Teslenko, Denys, Sorokina, Anna, Khovrat, Artem, Huliiev, Nural, Kyriy, Valentyna
Published in Sučasnij stan naukovih doslìdženʹ ta tehnologìj v promislovostì (Online) (05.08.2023)
Published in Sučasnij stan naukovih doslìdženʹ ta tehnologìj v promislovostì (Online) (05.08.2023)
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Journal Article
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
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