Soft computing techniques and applications proceeding of the International Conference on Computing and Communication (IC3 2020)

Scene Character Recognition with Morphological Filtering and HOG Features -- Rice Disease Detection and Monitoring Using CNN and AR Enabled Application -- Air Quality Prediction Using Artificial Neural Network -- Crime Rate Prediction Using Machine Learning and Data Mining -- Fraud Rate Prediction i...

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Körperschaft:	International Conference on Computing and Communication (VerfasserIn)
Weitere Verfasser:	Borah, Samarjeet (HerausgeberIn), Pradhan, Ratika (HerausgeberIn), Dey, Nilanjan (HerausgeberIn), Gupta, Phalguni (HerausgeberIn)
Format:	UnknownFormat
Sprache:	eng
Veröffentlicht:	Singapore Springer 2021
Schriftenreihe:	Advances in intelligent systems and computing 1248
Schlagworte:	Computational intelligence. > Big data. > Wireless communication systems. > Mobile communication systems. > Konferenzschrift > Soft Computing
Online Zugang:	Inhaltsverzeichnis
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Zusammenfassung:	Scene Character Recognition with Morphological Filtering and HOG Features -- Rice Disease Detection and Monitoring Using CNN and AR Enabled Application -- Air Quality Prediction Using Artificial Neural Network -- Crime Rate Prediction Using Machine Learning and Data Mining -- Fraud Rate Prediction in E-Banking Systems Using Machine Learning and Data Mining: A Perspective in Bangladesh -- Novel User Preference Recommender System Based on Twitter Profile Analysis -- Cycloconverter-fed Capacitor-Start-Capacitor-Run Induction Motor Drive: Simulation Analysis -- Simulation and Analysis of Seven-Level Voltage Source Inverter -- Study of Protection, Fault and Condition Monitoring of Induction Motor -- Aerodynamic Modelling and Analysis of Wind Turbine. Focusing on soft computing techniques and application in various engineering research domains, this book presents the state-of-the-art outcomes from ongoing research works being conducted in various research laboratories and educational institutions. The included research works deal with estimated models and give resolutions to complex real-life issues. In the field of evolutionary computing and other domains of applications, such as, data mining and fuzzy logic, soft computing techniques play an incomparable role, where it successfully handles contemporary computationally intensive and complex problems that have usually appeared to be inflexible to traditional mathematical methods. Comprising the concepts and applications of soft computing with other emerging research domains, this book cherishes varieties of modern applications in the fields of natural language processing, image processing, biomedical engineering, communication, control systems, circuit design etc. .
Beschreibung:	xvi, 693 Seiten Illustrationen
ISBN:	9789811573934 978-981-15-7393-4