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Kernel functions

Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets

Der-Chiang Li, Susan C. Hu, Liang-Sian Lin, Chun-Wu Yeh

Contour detection improved by context-adaptive surround suppression

Qiang Sang, Biao Cai, Hao Chen

Preliminary research on the identification system for anthracnose and powdery mildew of sandalwood leaf based on image processing

Chunyan Wu, Xuefeng Wang

Application of near-infrared hyperspectral imaging to discriminate different geographical origins of Chinese wolfberries

Wenxin Yin, Chu Zhang, [ ... ], Yong He

Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric

Sabri Boughorbel, Fethi Jarray, Mohammed El-Anbari

A shallow convolutional neural network for blind image sharpness assessment

Shaode Yu, Shibin Wu, [ ... ], Leida Li

Sequential Monte Carlo-guided ensemble tracking

Yuru Wang, Qiaoyuan Liu, [ ... ], Shengsheng Wang

Active contours driven by local and global fitted image models for image segmentation robust to intensity inhomogeneity

Farhan Akram, Miguel Angel Garcia, Domenec Puig

An improved chaotic fruit fly optimization based on a mutation strategy for simultaneous feature selection and parameter optimization for SVM and its applications

Fei Ye, Xin Yuan Lou, Lin Fu Sun

Real-time traffic sign recognition based on a general purpose GPU and deep-learning

Kwangyong Lim, Yongwon Hong, Yeongwoo Choi, Hyeran Byun

Personality traits and ego-network dynamics

Simone Centellegher, Eduardo López, Jari Saramäki, Bruno Lepri

An improved CS-LSSVM algorithm-based fault pattern recognition of ship power equipments

Yifei Yang, Minjia Tan, Yuewei Dai

SVM and SVM Ensembles in Breast Cancer Prediction

Min-Wei Huang, Chih-Wen Chen, [ ... ], Chih-Fong Tsai

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