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A comprehensive survey on 2D multi-person pose estimation methods

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 102 ()

Human pose estimation is a fundamental yet challenging computer vision task and studied by many researchers around the world in recent years. As a bas......

Hierarchical delay-memory echo state network: A model designed for multi-step chaotic time series prediction

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 102 ()

Predicting for long-term dynamics of complex systems from observations is a challenging topic in the field of time series modeling and analysis, and i......

PTANet: Triple Attention Network for point cloud semantic segmentation

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 102 ()

For 3D point cloud semantic segmentation, mining more informative features to enrich contextual representation is regarded as the key to achieve bette......

Five-step discrete-time noise-tolerant zeroing neural network model for time-varying matrix inversion with application to manipulator motion generation

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 103 ()

In this paper, a novel Taylor-type difference rule with O(tau(4)) pattern error is provided for the first-order derivative approximation. Then, a high......

Deep learning with nonlocal and local structure preserving stacked autoencoder for soft sensor in industrial processes

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 104 ()

Deep learning-based soft sensor has been widely used for quality prediction in modern industry. Traditional deep learning like stacked autoencoder (SA......

Industrial fault diagnosis based on active learning and semi-supervised learning using small training set

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 104 ()

Industrial fault diagnosis has been investigated for many years, and many approaches have been proposed to identify industrial faults. However, the si......

Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 97 ()

The advance rate (AR) of a tunnel boring machine (TBM) in hard rock condition is a key parameter for the successful accomplishment of a tunneling proj......

Prediction model of burn-through point with fuzzy time series for iron ore sintering process

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 102 ()

Burn-through point (BTP) is an essential parameter in the iron ore sintering process. Operators usually judge whether the current production is stable......

Construct a robust least squares support vector machine based on L-p-norm and L-infinity-norm

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 99 ()

Despite some L-P-norm LSSVMs own feature selection and prediction ability, they still suffer from two common issues. (i) They always ignore edge point......

Joint pairwise graph embedded sparse deep belief network for fault diagnosis

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 99 ()

An enhanced intelligent diagnosis method is proposed based on a joint pairwise graph embedded sparse deep belief network with partial least square fin......

A novel design of experiment algorithm using improved evolutionary multi-objective optimization strategy

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 102 ()

The paper aims to propose an intelligent design of experiment (DOE) algorithm using an improved evolutionary multi-objective optimization approach. Ad......

Multi-kernel Support Vector Data Description with boundary information

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 102 ()

The One-Class Classification (OCC) exists in many real-world applications, such as novelty detection, outlier detection, facial verification, and anom......

An improved artificial tree algorithm with two populations (IATTP)

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 104 ()

Many new bio-inspired algorithms are recently being proposed, artificial tree (AT) algorithm, inspired by the growth of trees and the update behavior ......

Graph Convolutional Neural Networks with Geometric and Discrimination information

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 104 ()

In recent years, geometric deep learning methods have been proposed, which are called Graph Convolutional Neural Networks (GCNNs). GCNNs not only can ......

Interactive algorithms for normalized probabilistic linguistic preference relations in view of the disjunctive probability based consistency and consensus analysis

期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2021; 104 ()

This paper investigates decision making with normalized probabilistic linguistic preference relations (NPLPRs). Consistency analysis is indispensable ......

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