… five surface-based MRI features and combined them in a machinelearning model to classify … More significantly, in patients that were MRI-negative, machinelearning correctly identified …
… extraction, feature transformation, feature selection, and featureanalysis and evaluation. … feature engineering concepts and techniques, which are an important part of machinelearning …
L Yu, G Tao, L Zhu, G Wang, Z Li, J Ye, Q Chen - BMC cancer, 2019 - Springer
… predicted based on CT image features, especially for LUAD. Our findings extend the application of machinelearning algorithms in CT image feature prediction for pathologic staging …
J Cai, J Luo, S Wang, S Yang - Neurocomputing, 2018 - Elsevier
… High-dimensional data analysis is a challenge for researchers and engineers in the fields of machinelearning and data mining. Feature selection provides an effective way to solve this …
A Sharma, S Dey - Proceedings of the 2012 ACM research in applied …, 2012 - dl.acm.org
… In this research work, the issue of feature … of feature selection methods for sentiment analysis and attempts to find the synergy between feature selection methods and machinelearning …
… Feature engineering is the act of extracting features from raw data and … the machinelearning model. It is a crucial step in the machinelearning pipeline, because the right features can …
… In the field of machinelearning and pattern recognition, … In this paper, some widely used feature selection and feature … to achieve high performance of learning algorithms that ultimately …
Z Chen, P Zhao, F Li, TT Marquez-Lago… - Briefings in …, 2020 - academic.oup.com
… In addition, we have also added the featureanalysis step (ie feature clustering, selection, … Lastly, featureanalysis is yet another crucial step in machinelearning of sequence analysis. …
P Shih, C Liu - Pattern Recognition, 2006 - Elsevier
… method [17], the neural network-based learning method [10], [18], the probabilistic … ], the machinelearning approach using a boosted cascade of simple features [21], statistical learning …