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Author AMLTA (Conference) (3rd : 2018 : Cairo, Egypt)

Title The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018) / Aboul Ella Hassanien, Mohamed F. Tolba, Mohamed Elhoseny, Mohamed Mostafa, editors
Published Cham, Switzerland : Springer, 2018
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Description 1 online resource
Series Advances in intelligent systems and computing, 2194-5357 ; volume 723
Advances in intelligent systems and computing ; 723
Contents Intro; Preface; Organization; Honorary Chair; General Chair; International Advisory Board; Program Chairs; Publicity Chairs; Technical Program Committee; Local Arrangement Chairs; Contents; Swarm Intelligence and Optimization; A Hybrid Grey Wolf-Bat Algorithm for Global Optimization; 1 Introduction; 2 Preliminaries; 2.1 GWO; 2.2 BA; 3 Proposed Hybrid Grey Wolf-Bat Optimization Algorithm; 4 Experimental Results and Discussion; 4.1 CEC2017 Benchmark Suite; 4.2 Results and Parameter Settings; 5 Conclusion and Future Work; References
3 The Proposed OFA for SVM Parameter Optimization Algorithm3.1 Parameters Initialization; 3.2 Fitness Function, Positions Updates and Termination Criteria; 4 Experimental Results and Discussion; 4.1 Datasets Description; 4.2 Results and Discussion; 5 Conclusion; References; Pareto Based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLS Networks; Abstract; 1 Introduction; 2 MPLS/GMPLS Networks; 3 Problem Evaluation; 3.1 Total Routing Costs Objective Function; 3.2 Total Load Balancing Costs Objective Function; 4 Proposed Algorithm
4 Experiments and Discussion5 Conclusion and Future Work; References; Enhancing AGDE Algorithm Using Population Size Reduction for Global Numerical Optimization; Abstract; 1 Introduction; 2 Adaptive Guided Differential Evolution with Non-linear Population Reduction; 2.1 Novel Mutation Strategy; 2.2 New Adaptive Crossover; 2.3 Setting the Initial Population Size; 2.4 AGDE with Non-linear Population Size Reduction; 3 Evaluation of EAGDE on CECâ#x80;#x99;2013 Benchmark Functions; 3.1 Parameters Setup; 3.2 Comparison Against EAGDE on CECâ#x80;#x99;2013 Benchmark Functions; 4 Conclusion and Future Work
4.1 Pareto Based Bat Algorithm (PBA)5 Experimental Setup; 6 Result Analysis; 7 Conclusion; References; Fish Image Segmentation Using Salp Swarm Algorithm; 1 Introduction; 2 Preliminaries; 2.1 Salp Swarm Algorithm (SSA); 2.2 SLIC Method; 3 Proposed Fish Segmentation Model; 4 Experimental Results and Discussion; 5 Conclusion; References; Swarming Behaviors of Chicken for Predicting Posts on Facebook Branding Pages; 1 Introduction; 2 Preliminaries; 2.1 Adaptive Neuro-Fuzzy Inference System; 2.2 Chicken Swarm Optimization Algorithm; 3 The Proposed Predicting Posts of Facebook Branding Pages
Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning1 Introduction; 2 Problem Formulation; 3 Observer Design; 4 Fractional Order Sliding Mode PID Controller Design; 4.1 Sliding Mode Controller Design; 4.2 Fractional Order PID Controller Design; 4.3 Parameter Tuning by Particle Swarm Optimization; 5 Numerical Example and Simulation Results; 6 Discussion; 7 Conclusion; References; Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine; 1 Introduction; 2 Optimal Foraging Algorithm
Summary This book presents the refereed proceedings of the third International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2018, held in Cairo, Egypt, on February 22-24, 2018, and organized by the Scientific Research Group in Egypt (SRGE). The papers cover current research in machine learning, big data, Internet of Things, biomedical engineering, fuzzy logic, security, and intelligence swarms and optimization
Notes Includes author index
Online resource; title from PDF title page (EBSCO, viewed February 2, 2018)
Subject Machine learning -- Congresses.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Elhoseny, Mohamed, editor
Hassanien, Aboul Ella, editor
Mostafa, Mohamed, editor
Tolba, Mohamed F., editor
ISBN 3319746901 (electronic bk.)
9783319746906 (electronic bk.)
(print)
Other Titles AMLTA 2018