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Book
Broad Learning Through Fusions : An Application on Social Networks
Authors: ---
ISBN: 3030125289 3030125270 Year: 2019 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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Abstract

This book offers a clear and comprehensive introduction to broad learning, one of the novel learning problems studied in data mining and machine learning. Broad learning aims at fusing multiple large-scale information sources of diverse varieties together, and carrying out synergistic data mining tasks across these fused sources in one unified analytic. This book takes online social networks as an application example to introduce the latest alignment and knowledge discovery algorithms. Besides the overview of broad learning, machine learning and social network basics, specific topics covered in this book include network alignment, link prediction, community detection, information diffusion, viral marketing, and network embedding.

Keywords

Data mining. --- Artificial intelligence. --- Data structures (Computer scienc. --- Computer science. --- Data Mining and Knowledge Discovery. --- Artificial Intelligence. --- Data Structures. --- Information Systems Applications (incl. Internet). --- Probability and Statistics in Computer Science. --- Data structures (Computer science) --- Informatics --- Science --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Information structures (Computer science) --- Structures, Data (Computer science) --- Structures, Information (Computer science) --- File organization (Computer science) --- Abstract data types (Computer science) --- Data structures (Computer science). --- Application software. --- Mathematical statistics. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Statistical methods


Book
Encapsulation technologies for electronic applications
Authors: --- ---
ISBN: 9780128119785 9780128119792 0128119799 0128119780 Year: 2019 Publisher: Oxford, United Kingdom ; Cambridge, MA : William Andrew,


Book
Broad Learning Through Fusions
Authors: --- ---
ISBN: 9783030125288 Year: 2019 Publisher: Cham Springer International Publishing :Imprint: Springer

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Network Simulation and Evaluation : Second International Conference, NSE 2023, Shenzhen, China, November 22-24, 2023, Proceedings, Part II.
Authors: --- --- --- ---
ISBN: 9789819745227 Year: 2024 Publisher: Singapore : Springer,

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Network Simulation and Evaluation : Second International Conference, NSE 2023, Shenzhen, China, November 22-24, 2023, Proceedings, Part I.
Authors: --- --- --- ---
ISBN: 9789819745197 Year: 2024 Publisher: Singapore : Springer,

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Book
Chemistry of Nanomaterials

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