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Chapter and Conference Paper
Semantic-Information Space Sharing Interaction Network for Arbitrary Shape Text Detection
Arbitrary shape text detection is a challenging task due to significant variations in text shapes, sizes, and aspect ratios. Previous approaches relying on single-level feature map generated through a top-down...
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Chapter and Conference Paper
Unsupervised Cell Functional Annotation for Single-Cell RNA-Seq
One of the first steps in the analysis of single cell RNA-Sequencing data (scRNA-Seq) is the assignment of cell types.
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Chapter and Conference Paper
Automated RESTful API Service Discovery with Various Interface Features
In recent years, the rapid increase in the number of RESTful API services has made it more difficult for developers to select functionally suitable and callable ones from massive service information, which bri...
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Chapter and Conference Paper
Inversion of k-Nearest Neighbours Algorithm for Extracting SNPs Discriminating Human Populations
With the development of new technologies, many multi-class and high dimension data have been accumulated in the biology field . The data contains much useful information. But how to mine the information is a h...
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Chapter and Conference Paper
Co-graph Attention Reasoning Based Imaging and Clinical Features Integration for Lymph Node Metastasis Prediction
Lymph node metastasis (LNM) is the most critical prognosis factor in esophageal squamous cell carcinoma (ESCC). Effective and adaptive integration of preoperative CT images and multi-sourced non-imaging clinic...
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Chapter and Conference Paper
An Adaptive Rate-Distortion Optimization Algorithm for HEVC-SCC with High Perceptual Quality
Considering the characteristics of screen content video, an adaptive rate-distortion optimization algorithm based on CTU level of HEVC-SCC is proposed in this paper. By extracting the perceptual features from ...
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Chapter and Conference Paper
Novel Bi-directional Images Synthesis Based on WGAN-GP with GMM-Based Noise Generation
A novel WGAN-GP-based model is proposed in this study to fulfill bi-directional synthesis of medical images for the first time. GMM-based noise generated from the Glow model is newly incorporated into the WGAN...
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Chapter and Conference Paper
An Improved Genetic Algorithm for Optimal Search Path of Unmanned Underwater Vehicles
To solve path planning problem of continuous space-time Markov moving targets for UUV search, an optimal path planning model is established. The search direction of the UUV is set as decision variables. An imp...
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Chapter and Conference Paper
Optimal Anti-submarine Search Path for UUV via an Adaptive Mutation Genetic Algorithm
Unmanned underwater vehicle (UUV) is significant equipment for underwater anti-submarine operation. In this paper, the optimal anti-submarine search path for UUV is investigated through an adaptive mutation ge...
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Chapter and Conference Paper
Arterial Spin Labeling Images Synthesis via Locally-Constrained WGAN-GP Ensemble
Arterial spin labeling (ASL) images begin to receive much popularity in dementia diseases diagnosis recently, yet it is still not commonly seen in well-established image datasets for investigating dementia di...
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Chapter and Conference Paper
Employing Shortcut Setting and Subitizing Effect for Improving UI of Multi Media Kiosks
Convenience stores are almost everywhere, offering a modern part of life. Convenience stores in Taiwan also serve as links to the world where you can pay gas bill or even get tickets for a concert through the...
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Chapter and Conference Paper
Super-Resolution of Text Image Based on Conditional Generative Adversarial Network
To generate high-resolution text images from available low-resolution ones is of great value to many text-related applications, especially text recognition. In this paper, we propose an effective super-resolut...
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Chapter and Conference Paper
Employing Personalized Shortcut Options and Group Recommending Options for Improving the Usability of User Interface of Hospital Self-service Registration Kiosks
This study aims to improve the efficiency of hospital registration user interface by employing user’s experience data. Users complete registration task under the guidance of a sequence of dialog boxes that lea...
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Chapter and Conference Paper
Building and Exploring an Enterprise Knowledge Graph for Investment Analysis
Full-fledged enterprise information can be a great weapon in investment analysis. However, enterprise information is scattered in different databases and websites. The information from a single source is incom...
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Chapter and Conference Paper
An Efficient Webpage Classification Algorithm Based on LSH
With the explosive growth of Internet information, it is more and more important to fetch real-time and related information. And it puts forward higher requirement on the speed of webpage classification which ...
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Chapter and Conference Paper
The Effect of Stockout Cause and Brand Equity on Consumer Preference in Online Retailing
Customers can browse the information of stockout items in online retailing, thus change their preferences for the stockout product. This study tests the hypothesis that brand equity moderates the effect of cau...
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Chapter and Conference Paper
Parameter Identification for Area-Specific Resistance of Direct Methanol Fuel Cell Using Cuckoo Search Algorithm
In order to improve the accuracy of the area-specific resistance model for direct methanol fuel cell, a heuristic algorithm named cuckoo search is employed. In this work, the optimal modeling strategy is desig...
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Chapter and Conference Paper
Mining Multiple Periods in Event Time Sequence
The research of life pattern is a hot topic in the field of LBSN (Location Based Social Network). Periodic behavior is also a life pattern. In view of multiple periodic behaviors existed in time series, an alg...
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Chapter and Conference Paper
Searching SNP Combinations Related to Evolutionary Information of Human Populations on HapMap Data
The International HapMap Project is a partnership of scientists and funding agencies from different countries to develop a public resource that will help researchers find genes associated with human disease an...
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Chapter and Conference Paper
A Method of User Recommendation in Social Networks Based on Trust Relationship and Topic Similarity
In the research area of user recommendation in social network sites (SNS), there exist problems that some algorithms based on the structure of SNS are resulting in low quality recommendation results due to lac...