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Chapter and Conference Paper
Biologically Inspired Multi-carrier Autoencoder Architectures for Communications
In this work, we evaluate the end-to-end deep learning autoencoder architecture originally proposed by Aoudia and Hoydis for robustness to channel quality, specifically on multi-carrier channels like in an OF...
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Chapter and Conference Paper
Support Vector Machine for Digitalization of Lacquerware Process
Based on the theory of participatory design concept, combined with digital technology, this paper puts forward the “genetic algorithm” method and strategy of lacquerware, which not only provides new constructi...
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Chapter and Conference Paper
Product Meaning-Making in High-Tech Companies: A Case Study of DJI Drones
The aim of this paper is to investigate how the product meaning is actually constructed in high-tech companies. The research method is based on the Circuit of Culture model, a closed loop of five main cultural...
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Chapter and Conference Paper
Design of Intelligent Evaluation System for Application Effect of Internet Financial Sharing Course
The traditional Internet course application effect evaluation system has the problem of slow convergence speed when scheduling network resources, resulting in small load energy on each node. In response to thi...
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Chapter and Conference Paper
Interactive Anomaly Detection Based on Clustering and Online Mirror Descent
In several applications, when anomalies are detected, human experts have to investigate or verify them one by one. As they investigate, they unwittingly produce a label - true positive (TP) or false positive (...
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Chapter and Conference Paper
Operation and Dispatch of Distribution Network with Seawater Desalination Considering Source-Grid-Load Interaction Index
In the smart grid environment, flexible load participation plays a very cost-effective role in improving the source-grid-load interaction capability of the distribution network. The essence of the source-grid...
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Chapter and Conference Paper
VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results
Object detection is a hot topic with various applications in computer vision, e.g., image understanding, autonomous driving, and video surveillance. Much of the progresses have been driven by the availability of ...
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Chapter and Conference Paper
Hospitalization Behavior Prediction Based on Attention and Time Adjustment Factors in Bidirectional LSTM
Predicting the future medical treatment behaviors of patients from historical health insurance data is an important research hotspot. The most important challenge of this issue is how to correctly model such t...
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Chapter and Conference Paper
Grid-Connected Power Converters with Synthetic Inertia for Grid Frequency Stabilization
Grid-connected power converters with synthetic inertia have been experiencing a fast development in recent years. This technology is promising in renewable power generation since it contributes to the grid fre...
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Chapter and Conference Paper
SqlSol: An accurate SQL Query Synthesizer
SQL is the programming language for communicating with relational databases, but writing SQL queries is challenging for many end users due to lack of programming knowledge. In this paper, we present an efficie...
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Chapter and Conference Paper
Strict Subspace and Label-Space Structure for Domain Adaptation
One of the most important issues of transfer learning is domain ada...
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Chapter and Conference Paper
Medical Treatment Migration Prediction in Healthcare via Attention-Based Bidirectional GRU
With the rapid expansion of the number of floating populations in China, a large number of people are gradually migrating to different hospitals to seek medical treatment. How to accurately predict the future ...
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Chapter and Conference Paper
“Machinery Rationality” Versus Human Emotions: Issues of Robot Care for the Elderly in Recent Sci-Fi Works
In recent years, the phenomenon that robots are used for elderly care in our daily life has drawn attention of the public and the media. It emerges as a new attempt to solve the issue of how to provide for the...
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Chapter and Conference Paper
Research on a Multi-scenario Energy Efficiency Evaluation Method for an Industrial Park Multi-energy System
Based on the consideration of the system primary energy utilization and renewable energy consumption, the energy efficiency evaluation indices of multi-energy system of an industrial park is proposed. The wei...
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Chapter and Conference Paper
Adaptive Finite-Time Synchronization of Inertial Neural Networks with Time-Varying Delays via Intermittent Control
In this paper, the adaptive finite-time synchronization is investigated for inertial neural networks with time-varying delays. The second-order inertial systems can be transformed into two first-order differen...
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Chapter and Conference Paper
Matched Signal Detection on Graphs: Theory and Application to Brain Network Classification
We develop a matched signal detection (MSD) theory for signals with an intrinsic structure described by a weighted graph. Hypothesis tests are formulated under different signal models. In the simplest scenario...
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Chapter and Conference Paper
The 3D Display and Analysis of the Pattern of Photolithography
As semiconductor technology rapidly advances, lithography with high density and fine feature size has become the challenge for nanometer-scale integrated circuit fabrication. Unfortunately the optical proximit...