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Effective Amazon Machine Learning.
Published 2017Table of Contents: “…Cover; Copyright; Credits; About the Author; About the Reviewer; www.PacktPub.com; Customer Feedback; Table of Contents; Preface; Chapter 1: Introduction to Machine Learning and Predictive Analytics; Introducing Amazon Machine Learning; Machine Learning as a Service; Leveraging full AWS integration; Comparing performances; Engineering data versus model variety; Amazon's expertise and the gradient descent algorithm; Pricing; Understanding predictive analytics; Building the simplest predictive analytics algorithm; Regression versus classification.…”
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263
Artificial Neural Network Applications for Software Reliability Prediction.
Published 2017Full text (MFA users only)
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264
Statistical models of shape : optimisation and evaluation
Published 2008Full text (MFA users only)
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265
Big data, data mining and machine learning : value creation for business leaders and practitioners
Published 2014Full text (MFA users only)
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266
Artificial intelligent techniques for electric and hybrid electric vehicles
Published 2020Table of Contents: “…2.6 PID Controller -- 2.7 Fuzzy Control -- 2.8 Auto-Tuning Type Fuzzy PID Controller -- 2.9 Genetic Algorithm -- 2.10 Artificial Neural Network-Based Controller -- 2.11 BLDC Motor Speed Controller With ANN-Based PID Controller -- 2.11.1 PID Controller-Based on Neuro Action -- 2.11.2 ANN-Based on PID Controller -- 2.12 Analysis of Different Speed Controllers -- 2.13 Conclusion -- References -- Chapter 3 Optimization Techniques Used in Active Magnetic Bearing System for Electric Vehicles -- 3.1 Introduction -- 3.2 Basic Components of an Active Magnetic Bearing (AMB) -- 3.2.1 Electromagnet Actuator…”
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267
Ranking the Liveability of the World's Major Cities : the Global Liveable Cities Index (GLCI).
Published 2012Table of Contents: “…2.2.3 Domestic Security & Stability2.2.4 Socio-Cultural Conditions; 2.2.5 Political Governance; 2.3 Selecting Indicators for the Global Liveable Cities Index: Ideal versus Practical; 2.4 Data Sources, Constraints & Proxies; 2.5 The Selection of Cities; 2.6 Computation of Rankings: The Algorithm; CHAPTER 3: THE EMPIRICAL FINDINGS AND POLICY SIMULATION; 3.1 Global Liveable Cities Index Ranking; 3.2 Policy Simulation; 3.3 Simulation Results; 3.4 Asian Liveable Cities Ranking; 3.5 Discussion of the Global Liveable Cities Index Ranking.…”
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268
Numerical models for submerged breakwaters : coastal hydrodynamics and morphodynamics
Published 2016Table of Contents: “…3 Literature Review and BackgroundReferences; 4 Theories and Methodologies; 4.1 Introduction; 4.2 Traditional Models for Water Waves; 4.3 New Approaches; 4.3.1 Meshless Methods; 4.3.2 Artificial Intelligence Methods; MLP Networks; Back-Propagation Algorithm; Levenberg-Marquardt Algorithm; RBF Networks; References; 5 Mathematical Modeling and Algorithm Development; 5.1 Navier-Stokes Equations; 5.2 The Turbulent Model; 5.3 Initial and Boundary Conditions; 5.4 Shallow Waters; 5.5 The Extended Mild-Slope Equation; 5.6 Boussinesq Equations; 5.7 Smoothed Particles Hydrodynamics.…”
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269
Bayesian Methods for Management and Business : Pragmatic Solutions for Real Problems.
Published 2014Table of Contents: “…Cover -- Title Page -- Copyright -- Dedication -- Preface -- Chapter 1: Introduction to Bayesian Methods -- 1.1 Bayesian Methods: An Aerial Survey -- 1.2 Bayes' Theorem -- 1.3 Bayes' Theorem and the Focus Group -- 1.4 The Flavors of Probability -- 1.5 Summary -- 1.6 Notation Introduced in this Chapter -- Chapter 2: A First Look at Bayesian Computation -- 2.1 Getting Started -- 2.2 Selecting the Likelihood Function -- 2.3 Selecting the Functional Form -- 2.4 Selecting the Prior -- 2.5 Finding the Normalizing Constant -- 2.6 Obtaining the Posterior -- 2.7 Communicating Findings…”
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270
Industrial and applied mathematics in China
Published 2009Table of Contents: “…Mechanized methods for differential and difference equations / Xiaoshan Gao, Ziming Li -- A global existence result in radiation hydrodynamics / Song Jiang, Feng Xie, Jianwen Zhang -- Recent computational methods for high frequency waves in heterogeneous media / Shi Jin -- Some recent results on ranking webpages and websites / Ying Bao, Zhiming Ma, Yanhong Shang -- Report on testing and finding the generating functions g of an option pricing mechanism through market data / Lifeng Chen, Shige Peng -- Analysis of nonconforming rotated Q[symbol] element for the Reissner-Mindlin plate problem / Jun Hu, Zhongci Shi -- Monitoring the corrosion of the blast furnace by perturbation method / Yongji Tan -- Numerical study of magnetic properties of nanowire arrays / Yong Xiao, Sufen Zhao, Xiaoping Wang -- Generalized B-spline / Zongmin Wu -- Mathematical problems in system-on-chip design and manufacture / Xuan Zeng [and others] -- A new reconstruction algorithm for cone-beam CT with unilateral off-centered RT multi-scan / Weiwei Qi [and others] -- Bioluminescence tomography reconstruction by radial basis function collocation method / Tie Zhou, Jiantao Cheng, Ming Jiang.…”
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271
The Failure of Risk Management : Why It's Broken and How to Fix It.
Published 2020Table of Contents: “…: WHY AMBIGUITY DOES NOT OFFSET UNCERTAINTY -- UNINTENDED EFFECTS OF SCALES: WHAT YOU DON'T KNOW CAN HURT YOU -- DIFFERENT BUT SIMILAR-SOUNDING METHODS AND SIMILAR BUT DIFFERENT-SOUNDING METHODS -- NOTES -- CHAPTER 9: Bears, Swans and Other Obstacles to Improved Risk Management -- ALGORITHM AVERSION AND A KEY FALLACY -- ALGORITHMS VERSUS EXPERTS: GENERALIZING THE FINDINGS -- A NOTE ABOUT BLACK SWANS…”
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272
Epistemological Foundations of Mathematical Experience
Published 1991Full text (MFA users only)
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273
Interdisciplinary design : new lessons from architecture and engineering
Published 2022Table of Contents: “…Design with Climate: The Role of Digital Tools in Computational Analysis of Site-Specific Architecture -- Masdar Institute of Science and Technology -- The Role of the Client in the Design of Sustainable Developments -- Open House -- Refabrication -- Heelis -- National Trust Headquarters -- On Heelis: The Role Played by Environmental Engineers -- Algorithms in Design: Uses, Limitations, and Development -- Integrated Design: A Computational Approach to the Structural and Architectural Design of Diagrid Structures -- Form Finding: The Engineer's Approach -- Henderson Waves Bridge…”
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274
Anyone Can Code : The Art and Science of Logical Creativity.
Published 2020Table of Contents: “…2.4 Data-Centered Approach to Problem-Solving and Algorithm Design -- 2.4.1 Finding Min and Max -- 2.5 Stepwise Refinement for Algorithms -- 2.5.1 Restaurant Bill Calculation -- Highlights -- End-of-Chapter Notes -- Part 2 Understanding Programs -- Chapter 3 Data: Program's Information -- Overview -- 3.1 High-Level Programming Languages -- 3.1.1 High Level vs. …”
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Advances in parallel computing technologies and applications
Published 2021Table of Contents: “…A New Approach for Security in Cloud Data Storage for IOT Applications Using Hybrid Cryptography Technique -- Intelligent Framework for Number Plate Detection and Recognition in Toll Using Image Processing Techniques -- IoT Based Health Monitoring System -- Traffic Monitoring System Using IoT and DL -- Distinct Actions Classification Using Human Action Tracker Technique in Sports Videos -- Smart Wearable System to Assist Asthma Patients -- Covid-19 Sentiment Analysis Using Deep Learning and Machine Learning -- Maize Grain Quality Classification Using Convolutional Neural Network -- Finding State of Mind Through Emotion and Sentiment Analysis of the Twitter Text -- A Novel Dual Encryption Algorithm to Enhance the Security in Image Transmission Using LSB 3-2-2 Technique -- Applications of Object Detection, Brain Tumor Detection and Classification -- Parallel Computing Enabled Cloudd-Based IOT Applications -- A Survey on Securing Medical Data in Cloud Using Blockchain -- Network Lifetime Analysis in IOT Environment in Healthcare Sectors Using Deep Learning Routing Approach -- An Comprehensive Survey on Applications of Precision Agriculture in the Context of Weed Classification, Leave Disease Detection, Yield Prediction and UAV Image Analysis -- IoT Based Shirodhara -- Model for Refactoring a Software Using Feature Oriented Dependency (FOD) -- Automatic Biometric System for Finger Knuckle Using Sparse Encoder Approaches -- Stock Market Prediction Using Machine Learning Techniques -- Smart Surveillance System for Abnormal Activity Detection Using CNN -- Increased Energy Conservation in Internet of Things (IoT) Related Wireless Networking -- Multi-Scale Fish Segmentation Refinement Using Contour Based Segmentation -- Heart Disease Prediction Using Hybrid Random Forest Model Integrated with Linear Model.…”
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276
Advanced manufacturing technology and systems : selected, peer reviewed papers from the 2012 International Conference on Advanced Manufacturing Technology and Systems (AMTS 2012),...
Published 2012Table of Contents: “…A Study on Corrosion Resistance and Weatherability of Fluorocarbon Anti-Corrosion Coatings for External Surface of Ocean PlatformA Study on the Mechanical Properties of Polymer-Ceramic Composite Using Injection Moulding; An Enhanced Resolution Three-Dimensional Transformation Method Based on Discrete Wavelet Transform; An Entropy Based Analytical Model for Thermoelastic Damping in Micromechanical Resonators; An Improved Ant Colony Optimization for Large-Scale Simple Assembly Line Balancing Problem of Type-1…”
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277
Mechatronic Systems, Mechanics and Materials II : Selected, peer reviewed papers from the Symposium on Mechatronics Systems, Mechanics and Materials 2013, October 9-10, 2013, Jastr...
Published 2013Table of Contents: “…Optimization-Supported Decision-Making in the Marine Game Environment Prediction of the Spatial Orientation of a Ship by Means of Neural Networks; Safe Ship Control Method with the Use of Ant Colony Optimization; Selected Problems of the Asynchronous Drive Control with the Three-Phase Soft-Start System; System Architecture of Mission Planning and Autonomous Surface Vessel Control; The Characteristics of the Matrix Game Sensitivity of the Safe Passing of Ships at Sea; The Comparison of Parameter Identification Methods for Fractional, Partial Differential Equation; III. …”
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JBoss AS 5 Performance Tuning.
Published 2010Table of Contents: “…; The garbage collector algorithms.…”
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Parametricism 2.0 : Rethinking Architecture's Agenda for the 21st Century
Published 2016Table of Contents: “…Relational Urban Models: Parameters, Values and Tacit Forms of AlgorithmsBaishizhou RUM, Shenzhen; Santos RUM, São Paulo; Riverbed RUM, Wuhan; Parameters, Values and Tacit Forms of Algorithms; Parametric Regionalism; Digital Design and Fabrication of Traditional Materials; Brick Aggregation; Concrete Fabrication; Timber Tectonics; A New Age of Performative Architecture; 'Super-Natural': Parametricism in Product Design; BEYOND KNOWN INDUSTRIAL GEOMETRIES; NATURE'S ECONOMIC SINCERITY; DIATOMIC BEAUTY AND LOGIC; RENAULT ADVANCED STUDY; 'CALGAT': CAN A LILY GROW A TELEPHONE.…”
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