International Conference on Emerging Applications and Technologies for Industry 4. 0 (EATI'2020)

In: Lecture Notes in Networks and Systems Ser. v.254

Abstract

Intro -- Preface -- Organization -- Steering Committee -- Advisory -- Honorary Chairs -- General Chairs -- Workshop and Special Session Chairs -- Technical Programme Committee Chairs -- Technical Programme Committee -- Proceeding Editors -- Publicity Chairs -- National Organizing Committee Chairs -- Community Chairs -- Contents -- The Relevance of Nature-Inspired Metaheuristic Algorithms in Smart Sport Training -- 1 Introduction -- 2 Nature-Inspired Metaheuristic Algorithms -- 3 Smart Sport Training -- 3.1 Applications of Nature-Inspired Metaheuristics in Smart Sport Training -- 4 Transition of Knowledge from Research to the Real-World -- 5 Conclusion -- References -- Analysis of Variable Learning Rate Back Propagation with Cuckoo Search Algorithm for Data Classification -- 1 Introduction -- 2 Learning Algorithms -- 2.1 Back Propagation Algorithm -- 2.2 Learning Rate -- 2.3 Variable Learning Rate -- 2.4 Cuckoo-Search (CS) -- 3 The Proposed CSVLRBP Algorithm -- 4 Result and Discussions -- 4.1 Preliminaries -- 4.2 Wisconsin Breast Cancer Classification Problem -- 4.3 Diabetes Classification Problem -- 5 Conclusion -- References -- A Metaheuristic Based Virtual Machine Allocation Technique Using Whale Optimization Algorithm in Cloud -- 1 Introduction -- 2 Background and Related Works -- 3 Problem Formulation of VM Scheduling -- 3.1 VM Model -- 3.2 The Expression of Load -- 3.3 Performance Metrics -- 4 Improved Whale Optimization Algorithm (IWOA) -- 4.1 Population Initialization -- 4.2 Encircling Prey -- 4.3 Bubble-Net Attacking Method (Exploitation Phase) -- 4.4 Search for Prey (Exploration Phase) -- 5 Experimental Setup -- 5.1 First Scenario -- 5.2 Second Scenario -- 5.3 Result and Discussion -- 5.4 Statistical Analysis -- 6 Conclusion and Future Work -- References -- Data Sampling-Based Feature Selection Framework for Software Defect Prediction.