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Chapter and Conference Paper
Summary of PAKDD CUP 2020: From Organizers’ Perspective
PAKDD2020 Alibaba AI Ops Competition is jointly organized by PAKDD2020, Alibaba Cloud, and Alibaba Tianchi platform. The task of the competition is to predict disk failures in large-scale cloud computing envir...
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Chapter and Conference Paper
Correlation Analysis of Chinese Pork Concept Stocks Based on Big Data
This article conducts an empirical study on the correlation between Chinese pork price and the fluctuation of the pork concept index. The first is to use Tushare financial data interface, crawler tools and oth...
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Chapter and Conference Paper
An Introduction to PAKDD CUP 2020 Dataset
With the rapid development of cloud services, disk storage has played an important role in large-scale production cloud systems. Predicting imminent disk failures is critical for maintaining data reliability. ...
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Chapter and Conference Paper
Research on the Development Situation of Industrial Internet of Things Based on Map** Knowledge Domain
The rapid development of Industrial Internet of Things has attracted extensive attention of scholars in related fields. In order to fully understand the research progress in the field of Industrial Internet of...
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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
High-Resolution Diabetic Retinopathy Image Synthesis Manipulated by Grading and Lesions
Diabetic retinopathy (DR) is a complication of diabetes that severely affects eyes, and can be graded into five levels according to international protocol. However, optimizing a grading model with strong gener...
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Chapter and Conference Paper
A Stock Recommendation Strategy Based on M-LDA Model
Reports from stock analysis are an important source of information in the quantitative investment. How to capture the valuable information from the massive research reports quickly and accurately, and make a g...
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Chapter and Conference Paper
Research on Cloud Datacenter Interconnect Technology
The Cloud datacenter interconnect solution was proposed, specified in Cloud Management System (CMS), front-end network and back-end storage network. The characteristics of cloud application as well as the requ...
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Chapter and Conference Paper
The Construction of Systemetic Project of “Educating People by All Staff” in the Background of Mass Higher Education
This paper explores the nature and features of “educating people by all staff”, the necessity and importance of the implementation of “educating people by all staff” in the background of the popularization of ...
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Chapter and Conference Paper
The Effect of Intercrop** of Maize and Soybean on Microclimate
Intercrop** induces the diseases decreasing, and yield increasing, may partly due to the improvement of microclimate in fields. In order to understand the mechanism and efficiency of resource utilization in ...
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Chapter and Conference Paper
Accumulated Cost Based Test-Cost-Sensitive Attribute Reduction
As a generalization of the classical reduct problem, test-cost-sensitive attribute reduction aims at finding a minimal test-cost reduct. The performance of an existing algorithm is not satisfactory, partly bec...