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Data processing, information retrieval and classification of atmospheric measurements
The product of this research work takes raw atmospheric science data as input and generates clean, standardized, and redundancy-free data as output....
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Big Data Processing in Smart City Application Using 6G Driven IoT Framework
Smart city has emerged as a strong technological usage for variety of data consumption and processing. The enormous applications like smart health...
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PDR-SMOTE: an imbalanced data processing method based on data region partition and K nearest neighbors
With the development and progress of machine learning, classification algorithms are commonly used. One of the main factors that affect...
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Design of computer big data processing system based on genetic algorithm
Big data technology has undoubtedly accelerated the efficiency of data processing, made data become an important reference basis in enterprise...
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Data Processing and Statistics
In scientific research and engineering, data are often acquired. The data can be analyzed to explore further certain rules. Data interpolation and...
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MEMS reservoir computing system with stiffness modulation for multi-scene data processing at the edge
Reservoir computing (RC) is a bio-inspired neural network structure which can be implemented in hardware with ease. It has been applied across...
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Optimal Pre-processing of Laser Scanning Data for Indoor Scene Analysis and 3D Reconstruction of Building Models
The large-scale point cloud data representing buildings should be prudently pre-processed and down-sampled prior to post-data processing activities,...
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ECG Signal Denoising by Cross-Bispectrum Data Processing
The paper is devoted to the issues of digital data processing in ECG signal application. The benefits and disadvantages of common methods dedicated...
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Parallel Implementation of Key Algorithms for Intelligent Processing of Graphic Signal Data of Consumer Digital Equipment
With the rapid development of Internet of Things (IoT) and information technology, there are more and more data storage about graphic signals in...
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Data Utilization and Data Reduction in Laser Material Processing
Laser- based material processing captivates by high processing speeds at low heat input and a great versatility with regard to the processed...
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A lightweight sensor ontology for supporting sensor selection, deployment, and data processing in forming processes
In the era of smart manufacturing, modern manufacturing systems face high demands for enhancing process performance and reducing machine downtime....
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Methodology of Airborne Gravimetry Surveying and Strapdown Gravimeter Data Processing
AbstractThe paper presents a methodology of preparing and conducting airborne gravimetry survey using an inertial measuring unit (IMU) or strapdown...
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Big Data Processing Mode Based on Cross Data Source SQL Engine
With the advent of the 5G era, the volume of global data is increasing, and big data processing has become one of the current hot technologies, and...
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Business Intelligence and the Importance of Data Processing
The constant transformations in Business Intelligence (BI) systems, driven by technological innovations, have contributed to increasing...
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TUMDOT–MUC: Data Collection and Processing of Multimodal Trajectories Collected by Aerial Drones
Currently available trajectory data sets undoubtedly provide valuable insights into traffic events, the behavior of road users and traffic flow...
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IRPDP_HT2: a scalable data pre-processing method in web usage mining using Hadoop MapReduce
Data preparation is a vital step in the web usage mining process since it provides structured data for the subsequent stages. Hence, it is necessary...
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Data Pre-processing Techniques for Brain Tumor Classification
Brain tumor detection and classification is a main concern owing to the global fatalities caused by it. Computer-aided design (CAD) techniques for...
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Anonymizing Big Data Streams Using In-memory Processing: A Novel Model Based on One-time Clustering
Big data privacy preservation is a critical challenge for data mining and data analysis. Existing methods for anonymizing big data streams using...
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Data Science Approach for EBSD Data Processing and Materials Design for Magnesium Alloy
Electron backscatter diffractionElectron Backscatter Diffraction (EBSD) method is widely adopted in metal fields. However, despite the abundant data...
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Data Processing Scheme for Laser Spot Thermography Applied for Nondestructive Testing of Composite Laminates
This paper proposes a data processing scheme for laser spot thermography (LST) applied for nondestructive testing (NDT) of composite laminates. The...
