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Unsupervised domain adaptation based on cluster matching and Fisher criterion for image classification

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 91 ()

Transferring knowledge learned from a labeled domain (source domain) to an unlabeled domain (target domain) is challenging when the two domains have d......

Cloud edge computing for socialization robot based on intelligent data envelopment

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 92 ()

With the recent progress of science and the development of society, the development of artificial intelligence technology and robot theory have become......

Quick detection of product quality based on clustering hypersphere model

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 92 ()

With the rapid development of industry 4.0, intelligent methods for detecting product quality have attached considerable interests. In traditional qua......

Fine-grained correlation analysis for medical image retrieval

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 90 ()

Feature fusion in medical image retrieval remains a challenging task because of the high-dimensional data and massive amount of irrelevant information......

Salient object detection by robust foreground and background seed selection

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 90 ()

This paper presents a novel background and foreground seed selection method for graph-based salient object detection. First, according to the boundary......

Main melody extraction from polyphonic music based on frequency amplitude and multi-octave relation

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 90 ()

Most melody extraction methods focus only on the temporal continuity of the frequency, which would result in the poor effect of melody extraction for ......

Liver segmentation with 2.5D perpendicular UNets

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 91 ()

Liver and hepatic tumor segmentation is a crucial yet challenging step during the screening and diagnosis of liver illnesses. Currently, accurate 3D s......

Feature extraction based on Gabor filter and Support Vector Machine classifier in defect analysis of Thermoelectric Cooler Component

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 92 ()

Purpose: During the slicing process, thermoelectric cooler (TEC) component are prone to cause various defects, such as cracks, pockmarks, and other de......

A novel multi-target multi-camera tracking approach based on feature grouping

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 92 ()

Multi-target multi-camera tracking systems track many pedestrians through videos taken from multiple cameras. Generally, multi-target multi-camera tra......

A graph spatial-temporal model for predicting population density of key areas

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 93 ()

Predicting the population density of key areas of the city is crucial. It helps reduce the spread risk of Covid-19 and predict individuals' travel nee......

Machine learning-based seawater concentration pathway prediction

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 94 ()

This paper constructs a prediction model based on Multilayer Perceptron (MLP) to explore the formation mechanism of brine (seawater evaporation or fre......

CLSA: A novel deep learning model for MOOC dropout prediction

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 94 ()

MOOCs have attracted hundreds of millions of learners with advantages such as being cost-free and having flexible time and space. However, high dropou......

A composite robust reactive control strategy for quadruped robot under external push disturbance

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 91 ()

In order to solve the walking stability problem of quadruped robot under lateral disturbance, a robust stabilization reactive control strategy based o......

A single fault detection method of gearbox based on random forest hybrid classifier and improved Dempster-Shafer information fusion

期刊: COMPUTERS & ELECTRICAL ENGINEERING, 2021; 92 ()

Gearbox fault diagnosis plays an irreplaceable role in ensuring the safe operation of rotating machinery equipment. However, many researches have only......

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