International Conference on Intelligent and Smart Computing in Data Analytics : ISCDA 2020 / edited by Siddhartha Bhattacharyya, Janmenjoy Nayak, Kolla Bhanu Prakash, Bighnaraj Naik, Ajith Abraham

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Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Advances in Intelligent Systems and Computing ; 1312Publisher: Singapore : Springer Singapore, 2021Publisher: Singapore : Imprint: Springer, 2021Edition: 1st ed. 2021Description: 1 Online-Ressource(XVI, 306 p. 200 illus., 167 illus. in color.)ISBN:

9789813361768

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Additional physical formats: 9789813361751 | 9789813361775 | Erscheint auch als: 9789813361751 Druck-Ausgabe | Erscheint auch als: 9789813361775 Druck-AusgabeDOI: DOI: 10.1007/978-981-33-6176-8Online resources:

Summary: Performance Analysis of Machine Learning Algorithms over a Network Traffic -- Parkinson’s Disease Prediction Using Swarm Intelligence -- An Evolutionary based Additive Tree for Enhanced Disease Prediction -- Novel Defense Frame work for Cross Layer Attacks in Cognitive Radio Networks -- Texture Based Image Retrieval Using GLCM and LBP -- Design and Development of Bayesian Optimization Algorithms for Big data Classification Using Map Reduce Framework -- An IoT Based BLYNK Server Application for Infant Monitoring Alert System to Detect Crying and Wetness of a Baby -- Analysis of DEAP Dataset for Emotion Recognition -- A Machine Learning Approach for Air Pollution Analysis -- Facial Expression Detection Model of Seven Expression Types Using Hybrid Feature Selection and Deep CNN -- Naive Bayes Approach for Retrieval of Video Object Using Trajectories -- An Extensive Survey on IOT Protocols and Applications.Summary: This book is a collection of best selected research papers presented at International Conference on Intelligent and Smart Computing in Data Analytics (ISCDA 2020), held at K L University, Guntur, Andhra Pradesh, India. The primary focus is to address issues and developments in advanced computing, intelligent models and applications, smart technologies and applications. It includes topics such as artificial intelligence and machine learning, pattern recognition and analysis, computational intelligence, signal and image processing, bioinformatics, ubiquitous computing, genetic fuzzy systems, hybrid evolutionary algorithms, nature-inspired smart hybrid systems, Internet of things, industrial IoT, health informatics, human–computer interaction and social network analysis. The book presents innovative work by leading academics, researchers and experts from industry. .PPN: PPN: 175306192XPackage identifier: Produktsigel: ZDB-2-INR | ZDB-2-SEB | ZDB-2-SXIT

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