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Machine learning

Are screening methods useful in feature selection? An empirical study

Mingyuan Wang, Adrian Barbu

Global Geometric Affinity for Revealing High Fidelity Protein Interaction Network

Yi Fang, William Benjamin, Mengtian Sun, Karthik Ramani

The risk of disabling, surgery and reoperation in Crohn’s disease – A decision tree-based approach to prognosis

Cláudia Camila Dias, Pedro Pereira Rodrigues, [ ... ], Fernando Magro

An Algorithm to Identify Target-Selective Ligands – A Case Study of 5-HT7/5-HT1A Receptor Selectivity

Rafał Kurczab, Vittorio Canale, Paweł Zajdel, Andrzej J. Bojarski

Stock index trend prediction based on TabNet feature selection and long short-term memory

Xiaolu Wei, Hongbing Ouyang, Muyan Liu

Entropy-based discrimination between translated Chinese and original Chinese using data mining techniques

Kanglong Liu, Rongguang Ye, Liu Zhongzhu, Rongye Ye

Development, evaluation and application of a novel markerless motion analysis system to understand push-start technique in elite skeleton athletes

Laurie Needham, Murray Evans, Darren P. Cosker, Steffi L. Colyer

Integrating Local and Global Error Statistics for Multi-Scale RBF Network Training: An Assessment on Remote Sensing Data

Giorgos Mountrakis, Wei Zhuang

The Executive Branch decisions in Brazil: A study of administrative decrees through machine learning and network analysis

André Luís Ribeiro, Othávio Ruddá Araújo, Leonardo B. Oliveira, Magna Inácio

Predicting adverse drug effects: A heterogeneous graph convolution network with a multi-layer perceptron approach

Y.-H. Chen, Y.-T. Shih, C.-S. Chien, C.-S. Tsai

Emotion computing using Word Mover’s Distance features based on Ren_CECps

Fuji Ren, Ning Liu

An improved adaptive memetic differential evolution optimization algorithms for data clustering problems

Hossam M. J. Mustafa, Masri Ayob, Mohd Zakree Ahmad Nazri, Graham Kendall

Sexing white 2D footprints using convolutional neural networks

Marcin Budka, Matthew R. Bennett, [ ... ], Jeremy Walker

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