Table of Contents: “…Face Recognition Using 2DPCA and ANFIS Classifier -- Optimization of Mechanical Properties of Wood Dust Reinforced Epoxy Composite Using Grey Relational Analysis -- Weight Computation of Alternatives in a Decision Making Problem by Preference Relation -- RBHR: Region-Based Hybrid Routing Protocol for Wireless Sensor Networks Using AI Technique -- Trajectory Control of a Ball on a Ball and Plate System Using Cascaded PD Controllers tuned by PSO -- Image Encryption Using Chaotic Maps with a Double Key Protection -- Parameter Optimization of Winner-Take-All circuit for Attention Shift Using Drosophila Food-search Algorithm -- Hybrid-ACO Chaos assisted Support Vector Machines for Classification of Medical Datasets -- Analysis of Hybrid Temperature Control for Nonlinear Continuous Stirred Tank Reactor -- A Fuzzy Logic Approach for Multistage Defects Density Analysis of Software -- Vehicle Classification Using Adaptive Neuro Fuzzy Inference System (ANFIS) -- Real Time Hand Tracking for Dynamic Gesture Recognition -- An Approach to Emotion Identification Using Human Gait -- Enhanced Accident Detection System Using Safety Application for Emergency in Mobile Environment: SafeMe -- Accelerated Shuffled Frog-leaping Algorithm -- A Study on Various Attacks of TCP/IP and Security Challenges in MANET Layer Architecture -- SVD Watermarking : Particle Swarm Optimization of Scaling Factors to Increase the Quality of Watermark -- An Image Steganography Method Using Spread Spectrum Technique -- Digitization of Library: Engineering Colleges -- Differential Shuffled Frog Leap Algorithm -- Role of Particle Swarm Optimization in Computer Games -- How Improvements in Glowworm Swarm Optimization can Solve Real Life Problems -- Cryptanalysis of Transposition Cipher Using Hill Climbing and Simulated Annealing -- Classification of Error Correcting Coded Data Using Multidimensional Feature Vectors -- A Virtualized Architecture for Secure Database Management in Cloud Computing -- Incorporating Phase Information for Efficient Glaucoma Diagnoses through Hyper-analytic Wavelet Transform -- Optimization of Livestock Feed by Blend of Linear Programming and SOMGA -- Earthquake Data Sorting with Minimum Swap Operations -- Hybrid Memetic Algorithm For FPGA Placement and Routing Using Parallel Genetic Tunneling -- An Add-on to Present Banking: M-Banking -- Migration in Bio-geography Based Optimization -- Optimization of Parameters and Its Effect on Size of ZnO Nanoparticle Synthesized by Sol-Gel Method -- A Differential Evolution Approach for Solving Integer Programming Problems -- Liver Disease Diagnosis Using Quantum Based Binary Neural Network Learning Algorithm -- Gaussian Process Regression to Predict Incipient Motion of Alluvial Channel -- Analytical and Numerical Solutions of 2-Dimensional Brusselator System by Modified Variational Iteration Method -- Impact of Climate Change on Regionalization Using Fuzzy Clustering -- A Hybrid Performance Evaluation Approach for Supplier Selection under Fuzzy Environment -- Transportation Decision Making through Logistics Outsourcing and 3PL selection in an Integrated Closed Loop Supply Chain -- Fuzzy Optimization Approach to Supply Chain Distribution Network for Product Value Recovery -- A Novel Approach for Evaluating Web Crawler Performance Using Content Relevant Metrics -- Enhanced Web Crawler Design to Classify Web Documents Using Contextual Metadata -- Selected Bit Replacement Steganography Over SMQT Pre-processed Digital Image -- A State-of-the-art Review of Biogeography-Based Optimization -- On Some Generalized Fuzzy Continuous Functions.-  Some New Results on Domination in Fuzzy Graphs -- AP-NSGA-II : An Evolutionary Multi-objective Optimization Algorithm Using Average-point Based NSGA-II -- Hybrid Active and Passive Control of a Server Room Noise: A Comparative Study of Results Obtained by Using Different Algorithms -- Hybridize Particle Swarm Optimization with Invasive Weed Optimization for Solving Nonlinear Constrained Optimization Problems -- Some Fixed Point (Vertex) Theorems in Fuzzy Graph Metric Space -- Characterization of Chi-topological Modules -- An Intermediate Non-polynomial Spline Algorithm for Second Order Non-linear Differential Problems: Applications to Physiology and Thermal Explosion -- Effects of Lysogenic and Lytic Path of Bacteriophage on the Co-existence of Bacteria and Bacteriophage.…”
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Table of Contents: “…Design and Analysis of Quantum Dot Cellular Automata Technology based Reversible Multifunction Block -- Chapter 40. …”
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Table of Contents: “…List of Contributors xv -- Preface xxi -- Acknowledgments xxv -- Acronyms xxvii -- Part I Introduction 1 -- 1 Overview of Network and Service Management 3 Marco Mellia, Nur Zincir-Heywood, and Yixin Diao -- 1.1 Network and Service Management at Large 3 -- 1.2 Data Collection and Monitoring Protocols 5 -- 1.2.1 SNMP Protocol Family 5 -- 1.2.2 Syslog Protocol 5 -- 1.2.3 IP Flow Information eXport (IPFIX) 6 -- 1.2.4 IP Performance Metrics (IPPM) 7 -- 1.2.5 Routing Protocols and Monitoring Platforms 8 -- 1.3 Network Configuration Protocol 9 -- 1.3.1 Standard Configuration Protocols and Approaches 9 -- 1.3.2 Proprietary Configuration Protocols 10 -- 1.3.3 Integrated Platforms for Network Monitoring 10 -- 1.4 Novel Solutions and Scenarios 12 -- 1.4.1 Software-Defined Networking - SDN 12 -- 1.4.2 Network Functions Virtualization -NFV 14 -- Bibliography 15 -- 2 Overview of Artificial Intelligence and Machine Learning 19 Nur Zincir-Heywood, Marco Mellia, and Yixin Diao -- 2.1 Overview 19 -- 2.2 Learning Algorithms 20 -- 2.2.1 Supervised Learning 21 -- 2.2.2 Unsupervised Learning 22 -- 2.2.3 Reinforcement Learning 23 -- 2.3 Learning for Network and Service Management 24 -- Bibliography 26 -- Part II Management Models and Frameworks 33 -- 3 Managing Virtualized Networks and Services with Machine Learning 35 Raouf Boutaba, Nashid Shahriar, Mohammad A. …”
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