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Managing Spatial Big Data on the Data LakeHouse
The objective of this paper is to propose some of the best storage practices for using Spatial Big data on the Data Lakehouse. In fact, handling Big...
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Modeling urban scale human mobility through big data analysis and machine learning
In the United States, the buildings sector consumes about 76% of electricity use and 40% of all primary energy use and associated greenhouse gas...
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A multi-source heterogeneous spatial big data fusion method based on multiple similarity and voting decision
Data fusion is an efficient way to achieve an improved accuracy and more specific inferences by fusing and aggregating data from different sensors....
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Urban spatial cluster structure in metro travel networks: An explorative study of Wuhan using big and open data
Rail transit plays a crucial role in improving urban sustainability and livability. In many Chinese cities, the planning of rail transit routes and...
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Logistic Regression Analysis of Targeted Poverty Alleviation with Big Data in Mobile Network
In order to improve the identification accuracy and shorten the analysis time of poor households in poverty alleviation, this paper studies a...
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Digital Economy Research Based on Spatial Dupin Model Under Big Data Technology
In the context of rapid development of digitalization, the influence of big data and technological progress on economic development cannot be...
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Analysis of aerial images for identification of houses using big data, UAV photography and neural network
Computer vision has undergone significant transformation owing to deep learning in the last two decades. Deep convolutional networks have been...
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Spatial and Temporal Exploratory Factor Analysis of Urban Mobile Data Traffic
Mobile data traffic is characterized by complex spatiotemporal fluctuations that are linked in entangled ways to the mobility and diverse activities...
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Performance-Aware Big Data Management for Remote Sensing Systems
Remote sensing data, whose dimensions increase exponentially and turn into big data with the new technologies, cause significant difficulties in...
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Urban Economic Big Data Physical Information System Based on 6G Network
Urban growth may not be sustained if it cannot be effectively planned and managed. Urban growth strategies are an effective instrument for addressing...
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Construction of Data Mining Model of CRM Marketing Based on Big Data Clustering Analysis
In the current competitive business landscape, the significance of Customer Relationship Management (CRM) has become increasingly prominent, as...
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Building Structure Optimization Based on Computer Big Data
Rapid urbanization makes the spatial structure of buildings increasingly complex, and the rapid expansion of construction scale leads to the...
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Big Data Technology Driven 5G Network Optimization Analysis
5G is the core of a new generation of information and communication infrastructure, with higher speed, greater capacity and lower latency than 4G....
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Big Data Management for Machine Learning from Big Data
The world is dynamic, and so are big data. The evolving challenges of managing big data volume and velocity have resulted in several studies focusing...
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Current Challenges of Big Data Quality Management in Big Data Governance: A Literature Review
Advent of big data has changed the way data-driven organizations collect, process and analyses the data. However, considering how data is generated...
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Exploring the integration of big data analytics in landscape visualization and interaction design
The exponential growth of urban data presents significant challenges in efficiently analyzing and gaining actionable insights for urban planning and...
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Early warning model of adolescent mental health based on big data and machine learning
Adolescent mental health issues like depression and anxiety are rising among adolescents worldwide, leading to serious long-term consequences if left...
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Construction of a Green and Low-Carbon Travel Order Prediction Model Based on Shared Bicycle Big Data
In the era of big data, traditional analysis methods are insufficient to meet the growing demand for green and low-carbon travel orders in shared...
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Attention Pyramid Convolutional Neural Network Optimized with Big Data for Teaching Aerobics
Aerobics has emerged as a widely embraced cardiovascular exercise, fostering improved fitness through rhythmic movements that enhance heart rate,...
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Hybrid Smart Systems for Big Data Analysis
AbstractIn big data analysis at an enterprise, a useful option is the analysis of spatial data by machine learning, using a hybrid smart system....
