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An Edge Intelligence-based Generative Data Augmentation System for IoT Image Recognition Tasks

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (4)

To solve the problem of data scarcity in IoT image recognition tasks, an EI-based generative data augmentation system is designed in this paper. The s......

Flexible Resource-constrained Discrete Time-cost Trade-off Problem Considering Resource Transfer

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (1)

With the acceleration of global infrastructure construction in recent years, numerous repetitive construction projects are under planning or construct......

Hybrid Fuzzy Rule-Based Classification System for MOODLE LMS System

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (1)

Educational data are widely applied to predict students' academic performance in educational systems. Prior research mainly used students' past learni......

Collaborative Framework of Accelerating Reinforcement Learning Training with Supervised Learning Based on Edge Computing

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (2)

In the reinforcement learning model training, it usually takes a lot of training data and computing time to find the law from the environmental respon......

Research on Underwater Noise Features Based on Spectrum Analysis and Welch Algorithm

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (3)

To explore the characteristics of underwater noise, we analyze the power spectrum and frequency of underwater noise with the sequence diagram, the per......

A Threshold-based Image Recovery Scheme for Image Publishing

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (2)

As businesses capitalize on access to a wider global audience via their online presence, the demand for better quality marketing materials has skyrock......

Multi-group Flower Pollination Algorithm Based on Novel Communication Strategies

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (2)

Multi-group Flower Pollination Algorithm (MFPA) based on novel communication strategies was proposed with an eye to the disadvantages of the Flower Po......

Node Similarity Index and Community Identification in Bipartite Networks

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (3)

Bipartite networks or affiliation networks are a particular class of complex networks. It comprises two types of nodes, and only edges between the nod......

Self-efficacy in Home-based Online Learning Environments

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (3)

In 2020, the unexpected outbreak of COVID-19 has brought a new challenge to education and provided a revolutionary opportunity to integrate ideas for ......

Location Selection Strategy of Distribution Centers Based on Artificial Fish Swarm Algorithm Improved by Bacterial Colony Chemotaxis

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (3)

The distribution center (DC) is crucial in the connection between the suppliers and customers, thus the strategy for the selection and optimization of......

A Node-disjoint Trust-based Multipath Routing Mechanism for Multimedia Sensor Networks

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (1)

Multipath routing is an effective approach to transmit large multimedia data in sensor networks to satisfy the QoS requirements. This paper focuses on......

Improved Black Hole Algorithm for Intelligent Traffic Navigation

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (4)

Traffic navigation is an important part of intelligent transportation systems (ITSs). In this paper, we propose a novel algorithm for path searching b......

Robust Truth Discovery Scheme Based on Mean Shift Clustering Algorithm

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (4)

Data conflict is an inevitable problem in data collection due to the limitations in the real world. How to determine the most reliable data among many......

LSTM Network for Transportation Mode Detection

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (4)

The study of Transportation Mode Detection (TMD) has become a popular research field in recent years. It will be a crucial part of Smart mobility and ......

Variational Automatic Channel Pruning Algorithm Based on Structure Optimization for Convolutional Neural Networks

期刊: JOURNAL OF INTERNET TECHNOLOGY, 2021; 22 (2)

Channel pruning has achieved remarkable success in solving the significant computation and memory consumption in Convolutional Neural Networks (CNN). ......

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