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

Hassanien, Aboul Ella, Darwish, Ashraf

  • 出版商: Springer
  • 出版日期: 2021-12-16
  • 售價: $7,680
  • 貴賓價: 9.5$7,296
  • 語言: 英文
  • 頁數: 662
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030593401
  • ISBN-13: 9783030593407
  • 相關分類: 大數據 Big-dataMachine LearningData Science
  • 海外代購書籍(需單獨結帳)
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商品描述

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.