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A Motor Rehabilitation BMI System Design Through Improving the SJIT Model and Introducing an MPC-based Auxiliary Controller

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

In the brain-machine interface (BMI) system, improving the motor recovery function of the joint and enabling the joint to adequately track the target ......

SE-DCGAN: a New Method of Semantic Image Restoration

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

Image restoration is a technique that utilizes the edge of a corrupted area. The information content of the damaged information area is inferred based......

Multi-task Pruning via Filter Index Sharing: A Many-Objective Optimization Approach

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

State-of-the-art deep neural network plays an increasingly important role in artificial intelligence, while the huge number of parameters in networks ......

Multi-view Clustering with Latent Low-rank Proxy Graph Learning

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

With advances in information acquisition technologies, multi-view data are increasing dramatically in a variety of real-world applications, whereas su......

Clustering Ensemble Based on Sample's Certainty

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

The objective of clustering ensemble is to fuse multiple base partitions (BPs) to find the underlying data structure. It has been observed that sample......

Probabilistic Dual-Hesitant Pythagorean Fuzzy Sets and Their Application in Multi-attribute Group Decision-Making

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

As modern socioeconomic decision-making problems are becoming more and more complex, it also becomes more and more difficult to appropriately depict d......

Multi-Scale Mahalanobis Kernel-Based Support Vector Machine for Classification of High-Resolution Remote Sensing Images

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

Support vector machine (SVM) is a powerful cognitive and learning algorithm in the domain of pattern recognition and image classification. However, th......

Improving Neural Machine Translation Model with Deep Encoding Information

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

Availability of very high computational power along with the development of deep neural network (DNN) technology has enabled rapid progress of machine......

Multiple Attribute Decision Making Based on Neutrosophic Preference Relation

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

The single-valued neutrosophic set (SVNS) performs well in retrieving indeterminate cognitive information for decision makers to solve problems from t......

Style-Neutralized Pattern Classification Based on Adversarially Trained Upgraded U-Net

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

Traditional machine learning approaches usually hold the assumption that data for model training and in real applications are created following the id......

Image Captioning with Memorized Knowledge

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

Image captioning, which aims to automatically generate text description of given images, has received much attention from researchers. Most existing a......

Salient Superpixel Visual Tracking with Graph Model and Iterative Segmentation

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

Visual object tracking is to locate an object of interest in a sequence of consecutive video frames, which is widely applied in many high-level comput......

A Novel Semi-Supervised Convolutional Neural Network Method for Synthetic Aperture Radar Image Recognition

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

Synthetic aperture radar (SAR) automatic target recognition (ATR) technology is one of the research hotspots in the field of image cognitive learning.......

Predicting Seminal Quality via Imbalanced Learning with Evolutionary Safe-Level Synthetic Minority Over-Sampling Technique

期刊: COGNITIVE COMPUTATION, 2021; 13 (4)

Seminal quality has fallen dramatically over the past two decades. Research indicates that environmental factors, health status, and life habits might......

An Effective Sarcasm Detection Approach Based on Sentimental Context and Individual Expression Habits

期刊: COGNITIVE COMPUTATION, ; ()

Sarcasm is common in social media, and people use it to express their opinions with stronger emotions indirectly. Although it belongs to a branch of s......

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