Machine Learning and Big Data Analytics Paradigms: Analysis, Applications and Challenges - Couverture souple

Couverture souple

ISBN 10 : 3030593401 ISBN 13 : 9783030593407

Editeur : Springer Nature Switzerland AG, 2021

Synopsis

Rough Sets and Rule Induction from Indiscernibility Relations Based on Possible World Semantics in Incomplete Information Systems with Continuous Domains.- Big Data Analytics and Preprocessing.- Artificial Intelligence-based Plant Diseases Classification.- Artificial Intelligence in Potato Leaf Disease Classification: A Deep Learning Approach.- Granules-Based Rough Set Theory for Circuit Breaker Fault Diagnosis.- SQL Injection Attacks Detection and Prevention based on Neuro-Fuzzy Technique.- Convolutional Neural Network with Batch Normalization for Classification of Endoscopic Gastrointestinal Diseases.- A Chaotic Search-Enhanced Genetic Algorithm for Bilevel Programming Problems.- Bio-Inspired Machine Learning Mechanism for Detecting Malicious URL through Passive DNS in Big Data Platform.- Target Analytical: A Text Analytics Framework for Ranking Therapeutic Molecules in the Bibliome.- Earthquakes and Thermal Anomalies in a Remote Sensing Perspective.- Literature Review with Study and Analysis of the Quality Challenges of Recommendation Techniques and their Application in Movie Ratings.- Predicting Student Retention Among a Homogeneous Population using Data Mining.- An Approach for Textual Based Clustering Using Word Embedding.- A Survey on Speckle Noise Reduction in SAR Images.- Comparative Analysis of Different Approaches to Human Activity Recognition based on Accelerometer Signals.- Soil Morphology based on Deep Learning, Polynomial Learning and Gabor Teager-Kaiser Energy Operators.- Deep Layer Convolutional Neural Network (CNN) Architecture for Breast Cancer Classification Using Histopathological Images.- A survey on Deep Learning for Time-Series Forecasting.- Deep Learning for Taxonomic Classification of Biological Bacterial Sequences.- Particle Swarm Optimization and Grey Wolf Optimizer to Solve Continuous p-Median Location Problems.- Gene Ontology Analysis of Gene Expression Data Using Hybridized PSO Triclustering (HSPO-TriC) Model.- Experimental Studies of Variations Reduction in Chemometric Model Transfer for FT-NIR Miniaturized Sensors.- Smart Environments Concepts, Applications, and Challenges.- Synonym Multi-Keyword Search over Encrypted Data Using Hierarchical Bloom Filters Index.- Assessing the Performance of E-government Services through Multi-Criteria Analysis: The Case of Egypt.- IoTIwC: IoT Industrial Wireless Controller.- Applying Software Defined Network Concepts for Securing the Client data signals over the Optical Transport Network of Egypt.- Watermarking 3D printing Data Based on Coyote Optimization Algorithm.- A 3D Geolocation Analysis of an RF Emitter Source with Two RF Sensors Based on Time and Angle of Arrival.

Détails de l'édition

• Éditeur: Springer Nature Switzerland AG
• Date d'édition: 2021
• Langue: anglais
• ISBN 10: 3030593401
• ISBN 13: 9783030593407
• Reliure: Broché
• Nombre de pages: 648
• Éditeur: Hassanien Aboul Ella, Darwish Ashraf
• Coordonnées du fabricant: non disponible