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Contextual Collaborative Filtering Recommendation Model Integrated with Drift Characteristics of User Interest

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2021; 11 ()

User interest will drift with the change of context, cognitive psychology, and so on, which leads to inaccurate recommendation. In order to address th......

Visual Question Answering Research on Multi-layer Attention Mechanism Based on Image Target Features

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2021; 11 ()

Visual question answering (VQA) aims to output a natural language answer based on a picture and a related question in order to achieve machine languag......

An Interactive Genetic Algorithm with an Alternation Ranking Method and Its Application to Product Customization

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2021; 11 ()

Product customization can not only meet customers' needs but also increase the market competitiveness of corporations and businesses. Effective produc......

Multiscale Fuzzy Entropy and PSO-SVM Based Fault Diagnoses for Airborne Fuel Pumps

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2021; 11 ()

The fault diagnoses of the airborne fuel pumps are important to the safety and performance of flight tasks. Therefore, fault information extraction an......

CoNavigator: A Framework of FCA-Based Novel Coronavirus COVID-19 Domain Knowledge Navigation

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2021; 11 ()

The rapidly increasing number of confirmed cases and extremely large amounts of medical resources about coronavirus disease 2019 (COVID-19) pandemic a......

Research on Emotion Simulation Method of Large-Scale Crowd Evacuation under Particle Model

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2021; 11 ()

Due to the high complexity of large-scale crowds' movement and behavior, the relevant responsible person cannot guide people's flow the first time and......

Indoor acoustic localization: a survey

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2020; 10 (1)

Applications of localization range from body tracking, gesture capturing, indoor plan construction to mobile health sensing. Technologies such as iner......

Intelligent video interview agent used to predict communication skill and perceived personality traits

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2020; 10 (1)

The prediction of individual interpersonal communication skills and personality traits is a critical issue in both industrial and organizational psych......

Low-rate DoS attack detection based on two-step cluster analysis and UTR analysis

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2020; 10 (1)

Low-rate denial of service (LDoS) attacks send attacking bursts intermittently to the network which can severely degrade the victim system's Quality o......

Exploring coupled images fusion based on joint tensor decomposition

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2020; 10 (1)

Data fusion has always been a hot research topic in human-centric computing and extended with the development of artificial intelligence. Generally, t......

Information cascades prediction with attention neural network

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2020; 10 (1)

Cascade prediction helps us uncover the basic mechanisms that govern collective human behavior in networks, and it also is very important in extensive......

An improved object detection algorithm based on multi-scaled and deformable convolutional neural networks

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2020; 10 (1)

Object detection methods aim to identify all target objects in the target image and determine the categories and position information in order to achi......

Transient ischemic attack analysis through non-contact approaches

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2020; 10 (1)

The transient ischemic attack (TIA) is a kind of sudden disease, which has the characteristics of short duration and high frequency. Since most patien......

Cyclist detection and tracking based on multi-layer laser scanner

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2020; 10 (1)

The technology of Artificial Intelligence (AI) brings tremendous possibilities for autonomous vehicle applications. One of the essential tasks of auto......

CNN-based 3D object classification using Hough space of LiDAR point clouds

期刊: HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2020; 10 (1)

With the wide application of Light Detection and Ranging (LiDAR) in the collection of high-precision environmental point cloud information, three-dime......

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