An EM Algorithm for Capsule Regression
Sign Up to like & getrecommendations! Published in 2021 at "Neural Computation"
DOI: 10.1162/neco_a_01336
Abstract: We investigate a latent variable model for multinomial classification inspired by recent capsule architectures for visual object recognition (Sabour, Frosst, & Hinton, 2017). Capsule architectures use vectors of hidden unit activities to encode the pose… read more here.
Keywords: regression; capsule; capsule regression; unit activities ... See more keywords
Multinomial Classification of Neurosurgical Operations Using Gradient Boosting and Deep Learning Algorithms
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220754
Abstract: This study aimed at testing the feasibility of neurosurgical procedures classification into 100+ classes using natural language processing and machine learning. A catboost algorithm and bidirectional recurrent neural network with a gated recurrent unit showed… read more here.
Keywords: classification; neurosurgical operations; classification neurosurgical; learning ... See more keywords
A Novel MOGA-SVM Multinomial Classification for Organ Inflammation Detection
Sign Up to like & getrecommendations! Published in 2019 at "Applied Sciences"
DOI: 10.3390/app9112284
Abstract: Wrist pulse signal (WPS) contains crucial information of humans’ health condition. It can serve as an alternative method for diagnosing of organ inflammation instead of traditional clinical measurement. In this paper, a novel multi-objective genetic… read more here.
Keywords: organ inflammation; multinomial classification; classification; moga svm ... See more keywords