MPG.eBooks - Description: Advanced Machine Learning Applications in Big Data Analytics

Read Now

Advanced Machine Learning Applications in Big Data Analytics

With the development of computer technology and communication technology, various industries have collected a large amount of data in different forms, so-called big data. How to obtain valuable knowledge from these data is a very challenging task. Machine learning is such a direct and effective meth...

Full description

Bibliographic Details
Main Author:	Li, Taiyong
Other Authors:	Deng, Wu, Wu, Jiang
Format:	eBook
Language:	English
Published:	MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:	Machine Learning Dna Coding Multi-strategy Cbcfi Splicing Model Extreme Learning Machine Concept Drift Gm Adversarial Attacks Feature Selection Financial Time Series Forecasting Variational Mode Decomposition Deep Learning Short-term Traffic-flow Forecasting Classification Algorithms Neural Networks Sliding Window Health Complementary Ensemble Empirical Mode Decomposition (ceemd) Improved Matrix Particle Swarm Optimization Algorithm (impso) Long Short-term Memory Network History Of Engineering & Technology / Bicssc Information System Hierarchical Clustering Pilot Abnormal Behavior Meta-heuristic Swarm Intelligence Document Classification Technology: General Issues / Bicssc Talent Stability Prediction Image Encryption Ga Graph Attention Network Data Stream Mining Dna Computing Target Detection Composite Multi-scale Dispersion Entropy Embedding Propagation Output Optimization Differential Evolution Prophet Dual-update Strategy Quantum Dynamics Coupled Map Lattice Stock Announcement News Convolutional Neural Networks Blockchain Consensus Algorithm Support Vector Machine Fault Diagnosis Event Extraction Digital Archives Incremental Learning Computer Vision Arma Event Type Bagging Model Hemerocallis Citrina Baroni Overseas Chinese Associations Whale Optimization Algorithm Image Classification Lightweight Neural Networks Yolov5 Algorithm Transaction Priority Signal-to-noise Ratio Distance 1d Quadratic Chaotic System Baas System Emotion-cause Pair Extraction Saving Mileage Hierarchical Model Deep Feature Pixel Level Infrared Knn Stock Return Hybrid Model Tomato Leaf Confidentiality Management Particle Swarm Optimization Heterogeneous Graph Border Patrol Quick Access Recorder Neural Architecture Search Mean Absolute Error Forecasting Ridge Regression Support Vector Machines Warning System Deep Belief Network Energy Storage N/a Multi-behavior Recommendation Information Systems Event Trigger Words Traffic Flow Forecasting Service Level Agreement Membership Grade Generative Adversarial Network Error Coefficient Jaccard Distance Pso Clustering Algorithms Time Series Dna Sequences Design Yolov4 Algorithm Hyperspectral Image Classification Capacitated Vehicle Routing Planning High-plateau Flight Attentional Mechanisms Stacking Model Disease Classification Design Science Research Cloud Graph Convolutional Network Behavior Detection Covid-19 Spatial-temporal Systems Portfolio Optimization Object Detection Peak Shaving And Frequency Regulation Principal Component Analysis Mean-semivariance Model Model Predictive Control Color Image Global Optimization Community Clustering Least Squares Method Nlp Flight Safety Sequential Recommendation Graph Neural Network Maturity Detection Online Learning Time Series Classification Gravity Search Crisscross Search Combined Prediction Model Forex Performance Analysis Opposition-based Learning Cnn Butterfly Optimization Algorithm Adaptive Learning Support Vector Machine Swarm Intelligence Polymorphic Mapping Multirocket Bp Cbam Elm Hash Function Random Replacement
Online Access:	https://directory.doabooks.org/handle/20.500.12854... https://www.mdpi.com/books/pdfview/book/7765
Collection:	Directory of Open Access Books - Collection details see MPG.ReNa

Description
Summary:	With the development of computer technology and communication technology, various industries have collected a large amount of data in different forms, so-called big data. How to obtain valuable knowledge from these data is a very challenging task. Machine learning is such a direct and effective method for big data analytics. In recent years, a variety of advanced machine learning technologies have emerged, and they continue to play important roles in the era of big data. Considering advanced machine learning and big data together, we have selected a series of relevant works in this Special Issue to showcase the latest research advancements in this field. Specifically, a total of thirty-three articles are included in this Special Issue, which can be roughly categorized into six groups: time series analysis, evolutionary computation, pattern recognition, computer vision, image encryption, and others.
Item Description:	Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:	1 electronic resource (654 p.)
ISBN:	9783036584867 9783036584874 books978-3-0365-8487-4

Advanced Machine Learning Applications in Big Data Analytics

Similar Items