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241
Deep Learning Quick Reference : Useful hacks for training and optimizing deep neural networks with TensorFlow and Keras.
Published 2018Table of Contents: “…Drawbacks to consider when using a neural network for regressionUsing deep neural networks for regression; How to plan a machine learning problem; Defining our example problem; Loading the dataset; Defining our cost function; Building an MLP in Keras; Input layer shape; Hidden layer shape; Output layer shape; Neural network architecture; Training the Keras model; Measuring the performance of our model; Building a deep neural network in Keras; Measuring the deep neural network performance; Tuning the model hyperparameters; Saving and loading a trained Keras model; Summary.…”
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242
Web-based learning : men and machines - proceedings of the first international conference on web-based learning in china (icwl 2002).
Published 2002Table of Contents: “…Patterns of Web Based Learning in the Semantic Web Era ; PART THREE Tools.…”
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243
Internet+ and electronic business in China : innovation and applications
Published 2018Table of Contents: “…Emotional analysis of online reviews on e-business platforms -- Chapter 14. Semantic search of online reviews on e-business platforms -- Part IV. …”
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244
Yacht modelling and adaptive control
Published 2009Table of Contents: “…LQR Self-tuning PD Control Algorithm; 4.2.2. LQR Self-tuning PID Control Algorithm.…”
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245
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246
Slantwise moves : games, literature, and social invention in nineteenth-century America
Published 2018Full text (MFA users only)
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247
Technologies for Engineering Manufacturing Systems Control in Closed Loop.
Published 2013Table of Contents: “…Intro; 1 Introduction; 2 Basic Principles; 2.1 Technologies for studying Behavior; 2.2 Plants; 2.3 Controllers; 2.3.1 IEC 61131-3; 2.3.2 IEC 61499-1; 2.4 System Models; 2.4.1 Syntax; 2.4.2 Semantics; 2.5 Basics of Specifications; 2.5.1 Computation Tree Logic; 2.5.2 Extended Computation Tree Logic; 2.5.3 Timed Computation Tree Logic; 2.5.4 Symbolic Timing Diagrams; 2.6 Closed-Loop Composition; 2.7 Model Checking; 2.7.1 General Remarks; 2.7.2 Model Checking Algorithm; 2.8 Summary; 3 Formal Modeling of Plant, Controller, and the Closed Loop; 3.1 Demonstration Example; 3.2 Formal Plant Modeling.…”
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248
Cinder Creative Coding Cookbook.
Published 2013Table of Contents: “…Rendering and Texturing Particle SystemsIntroduction; Texturing particles; Adding a tail to our particles; Creating a cloth simulation; Texturing a cloth simulation; Texturing a particle system using point sprites and shaders; Connecting the dots; Connecting particles with spline; Using 2D Graphics; Drawing 2D geometric primitives; Drawing arbitrary shapes with the mouse; Implementing a scribbler algorithm; Implementing 2D metaballs; Animating text around curves; Adding a blur effect; Implementing a force-directed graph; Using 3D Graphics; Introduction; Drawing 3D geometric primitives.…”
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249
Vehicle & mechanical engineering and information technology : selected, peer reviewed papers from the 2012 International Conference on Vehicle & Mechanical Engineering and Informat...
Published 2013Table of Contents: “…A Study on the Development of Micro Metal Gear with Outer Diameter of 500um Using MIM ProcessImpact of Wind Generation in the Generation Reliability Assessment; Assessment of Redundant Steel Structural Systems Considering Effects of Member Strength Variability on the System; Numerical Investigations of Different Seismic Retrofit Techniques for Flat-Slab Structures; EDA-Based Charging Algorithm for Plug-In Hybrid Electric Vehicle to Shift the Peak of Power Supply; Chapter 2: Advanced Technologies in Materials Science and Engineering.…”
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250
Solutions in lidar profiling of the atmosphere
Published 2015Table of Contents: “…1.6.1 Algorithm and Solution Uncertainty1.6.2 Numerical Simulations and Experimental Data; 1.7 Examination of the Remaining Offset in the Backscatter Signal by~Analyzing the Shape of the Integrated Signal; 1.8 Issues in the Examination of the Lidar Overlap Function; 1.8.1 Influence of Distortions in the Lidar Signal when Determining the~Overlap Function; 1.8.2 Issues of Lidar Signal Inversion within the Incomplete Overlap Area; Chapter 2 Essentials and Issues in Separating the Backscatter and Transmission Terms in The Lidar Equation.…”
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251
Small Unmanned Aircraft : Theory and Practice
Published 2012Table of Contents: “…Cover; Contents; Preface; 1 Introduction; 1.1 System Architecture; 1.2 Design Models; 1.3 Design Project; 2 Coordinate Frames; 2.1 Rotation Matrices; 2.2 MAV Coordinate Frames; 2.3 Airspeed, Wind Speed, and Ground Speed; 2.4 The Wind Triangle; 2.5 Differentiation of a Vector; 2.6 Chapter Summary; 2.7 Design Project; 3 Kinematics and Dynamics; 3.1 State Variables; 3.2 Kinematics; 3.3 Rigid-body Dynamics; 3.4 Chapter Summary; 3.5 Design Project; 4 Forces and Moments; 4.1 Gravitational Forces; 4.2 Aerodynamic Forces and Moments; 4.3 Propulsion Forces and Moments; 4.4 Atmospheric Disturbances.…”
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252
Information Theory Meets Power Laws : Stochastic Processes and Language Models.
Published 2020Full text (MFA users only)
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253
Parts-feeding systems for assembly : organisation, logistics and automation
Published 2015Table of Contents: “…A model for kitting operations planningRobust optimization approach to production system with failure in rework and breakdown under uncertainty: evolutionary methods; Re-layout of an assembly area: a case study at Bosch Rexroth Oil Control; A simple mechanical measurement system for the posture evaluation of wing components using the PSO and ICP algorithms; Implementation framework for a fully flexible assembly system (F-FAS); A genetic algorithm for supermarket location problem; New Kanban model for tow-train feeding system design.…”
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254
3D face modeling, analysis and recognition
Published 2013Table of Contents: “…3.5.4 Extension to Facial Surfaces Shape Analysis3.6 The Dense Scalar Field (DSF); 3.7 Statistical Shape Analysis; 3.7.1 Statistics on Manifolds: Karcher Mean; 3.7.2 Learning Statistical Models in Shape Space; 3.8 Applications of Statistical Shape Analysis; 3.8.1 3D Face Restoration; 3.8.2 Hierarchical Organization of Facial Shapes; 3.9 The Iso-geodesic Stripes; 3.9.1 Extraction of Facial Stripes; 3.9.2 Computing Relationships between Facial Stripes; 3.9.3 Face Representation and Matching Using Iso-geodesic Stripes; Exercises; Glossary; References.…”
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255
Wavelet theory approach to pattern recognition
Published 2009Table of Contents: “…Comparison with other wavelets. 7.4. Algorithm and experiments -- ch. 8. Skeletonization of ribbon-like shapes with new wavelet function. 8.1. …”
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256
International e-Conference of Computer Science 2006
Published 2007Table of Contents: “…A Computational Algorithm to Obtain the Law of the Solvable Lie Algebra of n x n Upper-Triangular MatricesWeb Data Extraction using Semantic Generators -- Integrity-Enhanced Improvements for ISO 9001 registeredOrganizations -- A Ghost Bit Based Finite Field Arithmetic for FPGAs -- A Scalable Finite Field Multiplier with Interleaving Reduction -- Intelligent Tutoring Systems and Convex Geometries -- Towards Operational Content Infrastructure -- A Computational Fusion of Wavelets and Neural Networks in a Classifier for Biomedical Applications…”
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257
STAIRS 2010 : Proceedings of the Fifth Starting AI Researchers' Symposium.
Published 2010Table of Contents: “…; Generative Structure Learning for Markov Logic Networks; Learning Fuzzy Models of User Interests in a Semantic Information Retrieval System; Ontology-Based Document and Query Representation May Improve the Effectiveness of Information Retrieval.…”
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258
Towards human-UAV physical interaction and fully actuated aerial vehicles
Published 2018Full text (MFA users only)
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259
The Finite Element Method : a Practical Course.
Published 2013Table of Contents: “…3.4.3.3 On other means of construct shape functions3.4.4 Properties of the shape functions; 3.4.5 Formulation of finite element equations in local coordinate system; 3.4.6 Coordinate transformation; 3.4.7 Assembly of global FE equation; 3.4.8 Imposition of displacement constraints; 3.4.9 Solving the global FE equation; 3.5 Static analysis; 3.6 Analysis of free vibration (eigenvalue analysis); 3.7 Transient response; 3.7.1 Central difference algorithm; 3.7.2 Newmark's method (Newmark, 1959); 3.8 Remarks; 3.8.1 Summary of shape function properties.…”
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260
Advances in digital technologies : proceedings of the 6th International Conference on Applications of Digital Information and Web Technologies 2015
Published 2015Table of Contents: “…Application of Genetic Algorithms to Context-Sensitive Text MiningA Decision Tree Classification Model for Determining the Location for Solar Power Plant; A Framework for Multi-Label Learning Using Label Ranking and Correlation; A Comparative Analysis of Pruning Methods for C4.5 and Fuzzy C4.5; Subject Index; Author Index.…”
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Electronic Conference Proceeding eBook