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94 Result(s)
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Article
A hybrid neural network model based on optimized margin softmax loss function for music classification
Music classification has achieved great progress due to the development of Convolutional Neural Networks (CNNs), which is important for music retrieval and recommendation. However, CNN cannot capture temporal ...
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Chapter
Introduction
The development of vehicular communication networks paves the way for providing data services to vehicles on the road. Conventional vehicular networks focus on vehicle-to-vehicle or vehicle-to-infrastructure c...
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Chapter
Conclusions
In this chapter, we summarize the presented research and discuss some future directions for resource management in IoV.
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Chapter
Overview of Communication and Computing in IoV
In this chapter, we first present the service requirements of representative IoV use cases. We map these service requirements to network requirements and discuss resource management solutions to satisfy those ...
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Chapter
Protocol Design for Safety Message Broadcast
In this chapter, we propose a CIDC scheme for safety message broadcast. By exploiting the high-frequency and periodical features of the safety message broadcast, the application-layer design of the CIDC enable...
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Book
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Chapter
Computing Scheduling for Autonomous Driving
This chapter investigates computing resource scheduling for real-time applications in autonomous driving, such as localization and obstacle avoidance. In our considered scenario, autonomous vehicles periodical...
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Chapter and Conference Paper
Modeling and Characteristic Analysis of Clutter for Airborne Emitter Non-cooperative Detection System
In the configuration scenario of bistatic radar, clutter tends to be complicated, which will be aggravated by the moving state of non-cooperative radiators. Therefore, a clutter modeling method of non-cooperat...
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Chapter and Conference Paper
Preliminary Research on Evaluation Index of Professional Adaptability for Airline Transport Pilot
Combining with the professional characteristics of airline transport pilots and requirements of implementing pilots’ Professionalism Lifecycle Management (PLM) system put forward by Civil Aviation Administrati...
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Chapter and Conference Paper
Mitigating Popularity Bias in Recommendation via Counterfactual Inference
Popularity bias is a common problem in recommender systems. Existing research mainly tracks this problem by re-weighting training samples or leveraging a small fraction of unbiased data. However, the effect of...
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Chapter and Conference Paper
Inductive Light Graph Convolution Network for Text Classification Based on Word-Label Graph
Nowadays, Graph Convolution Networks (GCNs) have flourished in the field of text classification, such as Text Graph Convolution Network (TextGCN). But good performance of those methods is based on building a g...
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Chapter
State Transition Field: A New Framework for Mobile Dynamic Caching
In this chapter, we present research on dynamic probabilistic caching. First, we establish a theoretic model, i.e., the state transition field (STF) theory. The STF characterizes the dynamic change of the cach...
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Article
A privacy-preserving image retrieval scheme based secure kNN, DNA coding and deep hashing
In recent years, information leakage incidents occur frequently. Ciphertext domain search has become a hot spot in multimedia technology and software engineering. Therefore, how to mine valuable information sa...
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Chapter and Conference Paper
Neighbours and Kinsmen: Hateful Users Detection with Graph Neural Network
With a massive rise of user-generated web content on social media, the amount of hate speech is also increasing. Countering online hate speech is a critical yet challenging task. Previous research has primaril...
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Chapter and Conference Paper
Monitoring System of Debris Flow Water Level Based on Equivalent Sampling Method
Based on the equivalent sampling method, the monitoring system of debris flow water level by electromagnetic wave is designed. The system selects radar level meter as mud level sensing unit, with pic32mx and A...
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Chapter
Introduction
In this chapter, we first provide an overview of the Internet of Things from the perspectives of connected devices, use cases, deployment efforts, and technical advancement. Then, connectivity and edge computi...
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Chapter and Conference Paper
CZ-Base: A Database for Hand Gesture Recognition in Chinese Zither Intelligence Education
Training proper hand shapes is the key to learning a musical instrument, and a timely feedback plays an important role in improving the efficiency for trainees. In this paper, we establish a comprehensive data...
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Chapter and Conference Paper
Floating Iceberg Model of Psychological Competence Towards Airline Transport Pilots’ Professionalism Lifecycle Management System
Based on the concept of Pilots’ Professionalism Lifecycle Management System put forward by Civil Aviation Administration of China, this paper aims to develop a Floating Iceberg Model of Pilots’ Psychological C...
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Chapter and Conference Paper
Integral Image Generation Based on Improved BVH Ray Tracing
As the next generation of 3D display technology, integral imaging is widely concerned because of its wide applications, easy storage and high comfort. Nevertheless, its content generation process has always be...
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Chapter and Conference Paper
Emotional Stressor on Human Errors in Flight: A Heart Rate Variance Examination
This study aimed to examine the effect of emotional stressor on human errors and arousal level in flight. 16 male pilot students were recruited as the participants whom were required to complete one flight sce...
