AIMC Topic: Classification

Clear Filters Showing 21 to 30 of 100 articles

EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities.

Computational intelligence and neuroscience Sep 16, 2020
Emotions are fundamental for human beings and play an important role in human cognition. Emotion is commonly associated with logical decision making, perception, human interaction, and to a certain extent, human intelligence itself. With the growing ...
Classification Adult Female Humans Young Adult Emotions Male Machine Learning Electroencephalography Adolescent
View on PubMed DOI

Are open set classification methods effective on large-scale datasets?

PloS one Sep 4, 2020
Supervised classification methods often assume the train and test data distributions are the same and that all classes in the test set are present in the training set. However, deployed classifiers often require the ability to recognize inputs from o...
Neural Networks, Computer Pattern Recognition, Automated Classification Machine Learning Image Processing, Computer-Assisted Humans Algorithms Datasets as Topic
View on PubMed DOI

Adoption of Machine Learning in Intelligent Terrain Classification of Hyperspectral Remote Sensing Images.

Computational intelligence and neuroscience Sep 1, 2020
To overcome the difficulty of automating and intelligently classifying the ground features in remote-sensing hyperspectral images, machine learning methods are gradually introduced into the process of remote-sensing imaging. First, the PaviaU, Botswa...
Classification Machine Learning Support Vector Machine Hyperspectral Imaging
View on PubMed DOI

A New Image Classification Approach via Improved MobileNet Models with Local Receptive Field Expansion in Shallow Layers.

Computational intelligence and neuroscience Aug 1, 2020
Because deep neural networks (DNNs) are both memory-intensive and computation-intensive, they are difficult to apply to embedded systems with limited hardware resources. Therefore, DNN models need to be compressed and accelerated. By applying depthwi...
Animals Deep Learning Pattern Recognition, Automated Classification Datasets as Topic
View on PubMed DOI

Hybrid Low-Order and Higher-Order Graph Convolutional Networks.

Computational intelligence and neuroscience Jun 23, 2020
With the higher-order neighborhood information of a graph network, the accuracy of graph representation learning classification can be significantly improved. However, the current higher-order graph convolutional networks have a large number of param...
Datasets as Topic Neural Networks, Computer Classification Supervised Machine Learning
View on PubMed DOI

The proteome landscape of the kingdoms of life.

Nature Jun 17, 2020
Proteins carry out the vast majority of functions in all biological domains, but for technological reasons their large-scale investigation has lagged behind the study of genomes. Since the first essentially complete eukaryotic proteome was reported, ...
Homeostasis Proteolysis Carbohydrate Metabolism Classification Glycolysis Species Specificity Photosynthesis Proteomics Bacteroides Oxidation-Reduction Iron-Sulfur Proteins Protein Folding Chromatography Deep Learning Animals Proteome Protein Biosynthesis Ion Transport Peptides
View on PubMed DOI

CHEER: HierarCHical taxonomic classification for viral mEtagEnomic data via deep leaRning.

Methods (San Diego, Calif.) May 23, 2020
The fast accumulation of viral metagenomic data has contributed significantly to new RNA virus discovery. However, the short read size, complex composition, and large data size can all make taxonomic analysis difficult. In particular, commonly used a...
Metagenomics Classification RNA Viruses Deep Learning
View on PubMed DOI

TMTCPT: The Tree Method based on the Taxonomic Categorization and the Phylogenetic Tree for fine-grained categorization.

Bio Systems Apr 28, 2020
Fine-grained categorization is one of the most challenging problems in machine vision. Recently, the presented methods have been based on convolutional neural networks, increasing the accuracy of classification very significantly. Inspired by these m...
Classification Deep Learning Pattern Recognition, Automated Neural Networks, Computer Machine Learning Birds Phylogeny Animals
View on PubMed DOI

Weighted discriminative collaborative competitive representation for robust image classification.

Neural networks : the official journal of the International Neural Network Society Feb 10, 2020
Collaborative representation-based classification (CRC) is a famous representation-based classification method in pattern recognition. Recently, many variants of CRC have been designed for many classification tasks with the good classification perfor...
Image Processing, Computer-Assisted Pattern Recognition, Automated Neural Networks, Computer Classification
View on PubMed DOI

Searching for the Big Pictures.

Perspectives on psychological science : a journal of the Association for Psychological Science Feb 3, 2020
My goal in searching for the big pictures is to discover novel ways of organizing information in psychology that will have both theoretical and practical significance. The first section lists my reasons for writing each of five articles. The second s...
Knowledge Artificial Intelligence Writing Biological Ontologies Classification Psychology Humans
View on PubMed DOI
Popular Topics
Recent Journals