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Machine learning algorithms

Ensemble learning method for the prediction of new bioactive molecules

Lateefat Temitope Afolabi, Faisal Saeed, Haslinda Hashim, Olutomilayo Olayemi Petinrin

Emotional modelling and classification of a large-scale collection of scene images in a cluster environment

Jianfang Cao, Yanfei Li, Yun Tian

A novel image registration approach via combining local features and geometric invariants

Yan Lu, Kun Gao, Tinghua Zhang, Tingfa Xu

Deep vector-based convolutional neural network approach for automatic recognition of colonies of induced pluripotent stem cells

Muthu Subash Kavitha, Takio Kurita, [ ... ], Byeong-Cheol Ahn

Perceptual training to improve hip fracture identification in conventional radiographs

Weijia Chen, David HolcDorf, [ ... ], Piers D. L. Howe

Accurate and fast feature selection workflow for high-dimensional omics data

Yasset Perez-Riverol, Max Kuhn, [ ... ], Enrique Audain

An improved wrapper-based feature selection method for machinery fault diagnosis

Kar Hoou Hui, Ching Sheng Ooi, [ ... ], Salah Mahdi Al-Obaidi

Classification of optic disc shape in glaucoma using machine learning based on quantified ocular parameters

Kazuko Omodaka, Guangzhou An, [ ... ], Toru Nakazawa

Collaborative representation-based classification of microarray gene expression data

Lizhen Shen, Hua Jiang, Mingfang He, Guoqing Liu

Multilayer perceptron architecture optimization using parallel computing techniques

Wilson Castro, Jimy Oblitas, Roberto Santa-Cruz, Himer Avila-George

Particle swarm optimization-based automatic parameter selection for deep neural networks and its applications in large-scale and high-dimensional data

Fei Ye

White blood cell differential count of maturation stages in bone marrow smear using dual-stage convolutional neural networks

Jin Woo Choi, Yunseo Ku, [ ... ], Hee Chan Kim

Supervised retinal vessel segmentation from color fundus images based on matched filtering and AdaBoost classifier

Nogol Memari, Abd Rahman Ramli, [ ... ], Mehrdad Moghbel

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