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Academic Journal

Reconstructing the training data set based on reducing boundary complexity.

Authors : Ghaffari, Hamidreza (AUTHOR); Rafeie, Farzaneh (AUTHOR)

Subjects: BIG data; SUPPORT vector machines

Source: Computing. Apr2024, Vol. 106 Issue 4, p1099-1119. 21p.

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Academic Journal

EEG signal classification using improved intuitionistic fuzzy twin support vector machines.

Authors : Ganaie, M. A. (AUTHOR); Kumari, Anuradha (AUTHOR); Malik, A. K. (AUTHOR)

Subjects: SIGNAL classification; SUPPORT vector machines; ELECTROENCEPHALOGRAPHY

Source: Neural Computing & Applications. Jan2024, Vol. 36 Issue 1, p163-179. 17p.

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Academic Journal

Brain age prediction using improved twin SVR.

Authors : Ganaie, M. A. (AUTHOR); Tanveer, M. (AUTHOR); Beheshti, Iman (AUTHOR)

Subjects: ALZHEIMER'S disease; SUPPORT vector machines; LAGRANGIAN functions

Source: Neural Computing & Applications. Jan2024, Vol. 36 Issue 1, p53-63. 11p.

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Academic Journal

FuzzyCSampling: A Hybrid fuzzy c-means clustering sampling strategy for imbalanced datasets.

Authors : MARAŞ, Abdullah; EROL, Çiğdem SELÇUKCAN

Subjects: MACHINE learning; FUZZY clustering technique; CLUSTER sampling

Source: Turkish Journal of Electrical Engineering & Computer Sciences. 2023, Vol. 31 Issue 7, p1223-1236. 14p.

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Academic Journal

Hybrid feature fusion for classification optimization of short ECG segment in IoT based intelligent healthcare system.

Authors : Zhang, Xianbin (AUTHOR); Jiang, Mingzhe (AUTHOR); Wu, Wanqing (AUTHOR)

Subjects: ARRHYTHMIA; CONVOLUTIONAL neural networks; ELECTROCARDIOGRAPHY

Source: Neural Computing & Applications. Nov2023, Vol. 35 Issue 31, p22823-22837. 15p.

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Academic Journal

Infrared imaging segmentation employing an explainable deep neural network.

Authors : Xinfei LIAO; Dan WANG; LI, Zairan

Subjects: IMAGE segmentation; FEATURE extraction; INFRARED imaging

Source: Turkish Journal of Electrical Engineering & Computer Sciences. 2023 Special Issue, Vol. 31, p1021-1038. 18p.

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Academic Journal

Enhancing exploration-exploitation in harmony search for airborne hyperspectral imaging band selection (E3HS).

Authors : MOHARRAM, Mohammed Abdulmajeed; SUNDARAM, Divya Meena

Subjects: ARCHIMEDES, ca. 287 B.C.-212 B.C.; HYPERSPECTRAL imaging systems; AIRBORNE-based remote sensingSALINAS (Calif.)

Source: Turkish Journal of Electrical Engineering & Computer Sciences. 2023 Special Issue, Vol. 31, p969-991. 23p.

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Academic Journal

Cognitive load detection using Ci-SSA for EEG signal decomposition and nature-inspired feature selection.

Authors : YEDUKONDALU, Jammisetty; SHARMA, Lakhan Dev

Subjects: FEATURE selection; COGNITIVE load; ELECTROENCEPHALOGRAPHY

Source: Turkish Journal of Electrical Engineering & Computer Sciences. 2023, Vol. 31 Issue 5, p771-791. 21p.

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Academic Journal

A practical framework for early detection of diabetes using ensemble machine learning models.

Authors : Saihood, Qusay; Sonuç, Emrullah

Subjects: MACHINE learning; SUPPORT vector machines; DIABETES

Source: Turkish Journal of Electrical Engineering & Computer Sciences. 2023, Vol. 31 Issue 4, p722-738. 17p.

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Academic Journal

Classification of lower limb motor imagery based on iterative EEG source localization and feature fusion.

Authors : Peng, Xiaobo (AUTHOR); Liu, Junhong (AUTHOR); Huang, Ying (AUTHOR)

Subjects: MOTOR imagery (Cognition); ELECTROENCEPHALOGRAPHY; FEATURE extraction

Source: Neural Computing & Applications. Jul2023, Vol. 35 Issue 19, p13711-13724. 14p.

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