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Chapter and Conference Paper
Classifying Unbalanced Pattern Groups by Training Neural Network
When training set is unbalanced, the conventional least square error (LSE) training strategy is less efficient to train neural network (NN) for classification because it often lead the NN to overcompensate for...
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Chapter and Conference Paper
AdContRep: A Privacy Enhanced Reputation System for MANET Content Services
Mobile ad hoc network (MANET) has become a practical platform for pervasive social networking. In such a system, various content information flows in terms of content query and response. To which extent should...
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Chapter and Conference Paper
Research of the Incentive Mechanism of Organizational Information Resources Sharing under Cloud Computing Environment
The rapid development of Cloud Computing enables more personalized and more complex information service. Therefore, the demand for higher quality and larger amounts of information becomes inevitable. This pape...
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Chapter and Conference Paper
A Fast Algorithm for Image Segmentation Based on Local Chan Vese Model
Image segmentation plays a very important pole in image processing and computer vision field. Most of the energy minimization of level set methods are based on the steepest descent method and finite difference...
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Chapter and Conference Paper
Design and Application of a Visual System for the Supply Chain of Thermal Coal Based on Big Data
Big data is now applied to many different fields. The paper will introduce the application of big data in the coal supply chain of the power industry. We designed and implemented a visual system for the Supply...
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Chapter and Conference Paper
Image Segmentation Based on Local Chan-Vese Model Combined with Fractional Order Derivative
Image segmentation plays a significant role in computer vision and image processing. In this paper, we proposed a novel Local Chan–Vese (LCV) image segmentation model. The new model combined classical LCV mode...
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Chapter and Conference Paper
DOA Estimation for Coherent and Incoherent Targets with Co-prime MIMO Array
In this paper, we consider the problem of DOA estimation for a mix of incoherent and coherent targets by using the monostatic co-prime MIMO array with N sparse transmitting sensors and
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Chapter and Conference Paper
Blockchain Based Data Transmission Control for Tactical Data Link
Tactical Data Link (TDL) is a communication system that utilizes a certain message format and a protocol to transmit data via wireless channels in an instant, automatic, and secure way. So far, TDL has shown s...
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Chapter and Conference Paper
Industrial Smoke Image Segmentation Based on a New Algorithm of Cross-Entropy Model
Smoke segmentation from the industrial images is a key concern of environmental monitoring. As the similarities between the gray value of the background and the smoke, the existing segmentation algorithms are ...
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Chapter and Conference Paper
Device-Free Activity Recognition: A Survey
With the increasing number of WIFI hotspots and video surveillance equipment deployed, device-free activity recognition based on video and WIFI signals has attracted widespread attention. In order to better un...
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Chapter and Conference Paper
Multi-organ Segmentation Based on 2.5D Semi-supervised Learning
Automatic segmentation of multiple organs is a challenging topic. Most existing approaches are based on 2D network or 3D network, which leads to insufficient contextual exploration in organ segmentation. In re...
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Chapter and Conference Paper
Recent Advances in Smart Meter: Data Analysis, Privacy Preservation and Applications
The widespread popularity of smart meters has promoted the transition from traditional grid into modern smart grid, which is aimed to meet the rapid-growing demand for higher quality service and take up the em...
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Chapter and Conference Paper
Traceability Analysis of Feng-Flavour Daqu in China
High throughput sequencing was used to analyze the microbial community landscape of Chinese Feng-Flavour Daqu, and to study the specific contribution of different environmental factors to Daqu microorganisms. ...
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Chapter and Conference Paper
Review of Covid-19 Diagnosis Techniques Combined with Machine Learning and AI Analysis
The pandemic of coronavirus disease 2019 (COVID-19) is rapidly spreading all over the world. In order to reduce the workload of doctors, chest X-ray (CXR) and chest computed tomography (CT) scans are playing a...
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Chapter and Conference Paper
Landing Trajectory and Control Optimization for Helicopter in Tail Rotor Pitch Lockup
This paper studies the optimal landing trajectory and control strategy for helicopter in tail rotor pitch lockup. A flight dynamics model of a single rotor helicopter with a tail rotor is established. The opti...
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Chapter and Conference Paper
MaskMel-Prosody-CycleGAN-VC: High-Quality Cross-Lingual Voice Conversion
Voice conversion aims to change the timber of the source speaker to that of the target speaker without changing the speech content. The cross-lingual voice conversion requires non-parallel training data in two...