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Intelligent systems, technologies an...

International Symposium on Intelligent Systems Technologies and Applications (2020 :)

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Intelligent systems, technologies and applications = proceedings of Sixth ISTA 2020, India /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Intelligent systems, technologies and applications/ edited by Marcin Paprzycki ... [et al.].
其他題名:	proceedings of Sixth ISTA 2020, India /
其他題名:	ISTA 2020
其他作者:	Paprzycki, Marcin.
團體作者:	International Symposium on Intelligent Systems Technologies and Applications
出版者:	Singapore :Springer Singapore : : 2021.,
面頁冊數:	xvii, 434 p. :ill., digital ;24 cm.
內容註:	Probability of Loan Default - Applying Data Analytics to Financial Credit Risk Prediction -- Analytical Study on Algorithms for Content Based Mobile Phone Recommendation System -- AI Approaches for IoT Security Analysis -- Hybrid Deep Neural Architecture for Detection of DDoS Attacks in Cloud Computing -- Map Reduce Driven Rough Set Fuzzy Classification Rule Generation for Big Data Processing -- Identifying Network Intrusion Using Enhanced Whale Optimization Algorithm -- Transformed WLS Based Data Reconciliation for a Large-Scale Process Network -- Analyze and Visualize the Correlation Between Heart and Cancer Diseases Using Data Mining Techniques -- Diabetes Prediction Using Machine Learning Techniques -- Deep Learning Classification to Improve Diagnosis of Cervical Cancer Through Swarm Intelligence Based Feature Selection Approach -- Improving the Performance of Imbalanced Learning and Classification of a Juvenile Delinquency Data -- A Spot Rainfall Prediction During Cyclones by Using Time Series Analysis Model.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Congresses. -
電子資源:	https://link.springer.com/openurl.asp?genre=book&isbn=978-981-16-0730-1
ISBN:	9789811607301

Intelligent systems, technologies and applications = proceedings of Sixth ISTA 2020, India /
Intelligent systems, technologies and applicationsproceedings of Sixth ISTA 2020, India /[electronic resource] :ISTA 2020edited by Marcin Paprzycki ... [et al.]. - Singapore :Springer Singapore :2021. - xvii, 434 p. :ill., digital ;24 cm. - Advances in intelligent systems and computing,v.13532194-5357 ;. - Advances in intelligent systems and computing ;v.1353..

Probability of Loan Default - Applying Data Analytics to Financial Credit Risk Prediction -- Analytical Study on Algorithms for Content Based Mobile Phone Recommendation System -- AI Approaches for IoT Security Analysis -- Hybrid Deep Neural Architecture for Detection of DDoS Attacks in Cloud Computing -- Map Reduce Driven Rough Set Fuzzy Classification Rule Generation for Big Data Processing -- Identifying Network Intrusion Using Enhanced Whale Optimization Algorithm -- Transformed WLS Based Data Reconciliation for a Large-Scale Process Network -- Analyze and Visualize the Correlation Between Heart and Cancer Diseases Using Data Mining Techniques -- Diabetes Prediction Using Machine Learning Techniques -- Deep Learning Classification to Improve Diagnosis of Cervical Cancer Through Swarm Intelligence Based Feature Selection Approach -- Improving the Performance of Imbalanced Learning and Classification of a Juvenile Delinquency Data -- A Spot Rainfall Prediction During Cyclones by Using Time Series Analysis Model.

This book offers to readers a selection of refereed papers that were presented at the Sixth International Symposium on Intelligent Systems Technologies and Applications (ISTA'20) All submissions were evaluated on the basis of their significance, novelty, and technical quality. This book consists of 28 papers (19 regular and 9 short papers) that were virtually presented at the Symposium. The papers cover different areas such as big data analytics, security and privacy, Internet of things, machine and deep learning, health informatics, visual computing, signal processing, and natural language processing. The book is directed to the researchers and scientists engaged in various fields of intelligent systems.

ISBN: 9789811607301

Standard No.: 10.1007/978-981-16-0730-1doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q335 / .I58 2020

Dewey Class. No.: 006.3

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