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161
OIPE 2012
Published 2014Table of Contents: “…N-level output space mapping for electromagnetic design optimizationHigh-speed functionality optimization of five-phase PM machine using third harmonic current; Topology optimization of magnetostatic shielding using multistep evolutionary algorithms with additional searches in a restricted design space ; Adaptive unscented transform for uncertainty quantification in EMC large-scale systems; Ant colony optimization for the topological design of interior permanent magnet (IPM)machines; Multiobjective approach developed for optimizing the dynamic behavior of incremental linear actuators.…”
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162
Data Analytics in Bioinformatics : A Machine Learning Perspective.
Published 2021Table of Contents: “…3.4.1 Comparative Analysis of ANN With Broadly Used Traditional ML Algorithms -- 3.5 Critical Analysis -- 3.6 Conclusion -- References -- Part 2: MACHINE LEARNING AND GENOMIC TECHNOLOGY, FEATURE SELECTION AND DIMENSIONALITY REDUCTION -- 4 Dimensionality Reduction Techniques: Principles, Benefits, and Limitations -- 4.1 Introduction -- 4.2 The Benefits and Limitations of Dimension Reduction Methods -- 4.3 Components of Dimension Reduction -- 4.3.1 Feature Selection -- 4.3.2 Feature Reduction -- 4.4 Methods of Dimensionality Reduction -- 4.4.1 Principal Component Analysis (PCA)…”
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163
The method of the generalised eikonal : new approaches in the Diffraction Theory.
Published 2015Table of Contents: “…4 Diffraction by a Plane Perfectly Conducting Angular Sector (Heuristic Approach)4.1 Statement of the problem; 4.2 Solution in physical optics approximation; 4.2.1 Contour integral with enforced far zone condition; 4.2.2 Inputs of edges and vertices; 4.3 Solution in EECM approximation; 4.3.1 Rigorous solution for oblique incident wave; 4.3.2 Substitution of polarization components of diffraction coefficients; 4.4 Modified EECM; 4.5 Applicability limits of heuristic approaches; 4.5.1 Solution algorithm; 4.5.2 Applicability limits of heuristic solutions.…”
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164
In pursuit of the traveling salesman : mathematics at the limits of computation
Published 2012Table of Contents: “…General-purpose model -- The simplex algorithm -- Two for the price of one: LP duality -- The degree LP relaxation of the TSP -- Eliminating subtours -- A perfect relaxation -- Integer programming -- Operations research -- Cutting planes. …”
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165
Data Analytics Applied to the Mining Industry.
Published 2020Table of Contents: “…Advanced Data Analytics -- Introduction -- Big Data -- Analytics -- Deep Learning -- CNNs -- Deep Neural Network -- Recurrent Neural Network (RNN) -- ML -- Fuzzy Logic -- Classification Techniques -- Clustering -- Evolutionary Techniques -- Genetic Algorithms (GAs) -- Ant Colony Optimization (ACO)…”
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166
Language engineering for lesser-studied languages
Published 2009Table of Contents: “…Derzhanski -- Computational morphology for lesser-studied languages / Kemal Olfazer -- Practical syntastic processing of flexible word order languages with dynamic syntax / David Tugwell -- Computation field semantics : acquiring an ontological-semantic lexicon for a new language / Sergei Nirenburg and Marjorie McShane -- Applying machine translation for low- and middle-density languages / Stella Markantonatou [and others] -- Language resources for semitic languages : challenges and solutions / Shuly Wintner -- Low-density language strategies for Persian and Armenian / Karine Megerdoomian.…”
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167
Theory of information : fundamentality, diversity and unification
Published 2010Table of Contents: “…Algorithmic information theory based on recursive algorithms : recursive approach. 5.3. …”
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168
Topology '90
Published 1992Table of Contents: “…(p-1)/2Tangles in Prisms, Tangles in Cobordisms -- A Computational Algorithm of Spectral Flow in Floer Homology…”
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169
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170
Forward and inverse problems for hyperbolic, elliptic, and mixed type equations
Published 2003Table of Contents: “…Inverse problems of scattering plane waves from inhomogeneous transition layers (half-space) -- 3.1. …”
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171
Agent-based computing
Published 2010Table of Contents: “…Analysis of Algorithm -- 2.1.1. Chain-Like Agent Structure -- 2.1.2. …”
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172
Digital journalism, drones, and automation : the language and abstractions behind the news
Published 2020Full text (MFA users only)
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173
The Origins of Knowledge and Imagination.
Published 2008Table of Contents: “…Cover; Contents; Foreword; 1. The Mind as an Instrument for Understanding; 2. The Evolution and Power of Symbolic Language; 3. …”
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174
Inflectionary Invariants for Isolated Complete Intersection Curve Singularities.
Published 2023Table of Contents: “…Counting Hyperflexes in a Pencil of Plane Curves -- 7.2. Counting Septactic Points in a Pencil of Plane Curves -- 7.3. …”
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175
Remixthebook
Published 2011Table of Contents: “…Source material everywhere (the Alfred North Whitehead remix) -- Mind bank network (the Allen Ginsberg remix) -- Artist, medium, instrument (the Nam June Paik remix) -- The renewable tradition (extended play remix) -- Why video games suck (the Ad Reinhardt remix) -- Mark Amerika nature photography (studio remix) -- Situationist comedy (alternative laugh track remix) -- Premonition algorithm (the big kahuna remix).…”
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176
Freeform Optics for LED Packages and Applications.
Published 2016Table of Contents: “…Grids Redivision of the Target Plane and Light Source; 3.3.1.4 Step 4. Rebuild the Energy Relationship between the Light Source and Target Plane; 3.3.1.5 Step 5. …”
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177
Integral equations, boundary value problems and related problems : dedicated to Professor Chien-Ke Lu on the occasion of his 90th birthday : Yinchuan, Ningxia, China, 19-23 August...
Published 2013Table of Contents: “…Yao and C.F. Wang -- Anti-plane problem of two collinear cracks in a functionally graded coating-substance structure / S.H. …”
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178
Stairs 2006 : Proceedings of the Third Starting AI Researchers' Symposium
Published 2006Table of Contents: “…A Comparison of Two Machine-Learning Techniques to Focus the Diagnosis TaskArgumentation Semantics for Temporal Defeasible Logic; NEWPAR: An Optimized Feature Selection and Weighting Schema for Category Ranking; Challenges and Solutions for Hierarchical Task Network Planning in E-Learning; Invited Talks; Artificial Intelligence and Unmanned Aerial Vehicles; Writing a Good Grant Proposal; Author Index…”
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179
Hands-On Reinforcement Learning with Python : Master Reinforcement and Deep Reinforcement Learning Using OpenAI Gym and TensorFlow.
Published 2018Table of Contents: “…Solving the taxi problem using Q learningSARSA; Solving the taxi problem using SARSA; The difference between Q learning and SARSA; Summary; Questions; Further reading; Chapter 6: Multi-Armed Bandit Problem; The MAB problem; The epsilon-greedy policy; The softmax exploration algorithm; The upper confidence bound algorithm; The Thompson sampling algorithm; Applications of MAB; Identifying the right advertisement banner using MAB; Contextual bandits; Summary; Questions; Further reading; Chapter 7: Deep Learning Fundamentals; Artificial neurons; ANNs; Input layer; Hidden layer; Output layer.…”
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180
Advanced Computational Electromagnetic Methods.
Published 2015Table of Contents: “…9.5 HIGH-FREQUENCY EQUIVALENT SOURCE MODELING -- 9.6 OPTIMIZATION OF POWER ELECTRONIC CONVERTERS USING PHYSICS-BASED MODELS -- 9.7 SUMMARY -- REFERENCES -- 10.1 INTRODUCTION -- 10.2 THEORY OF TRANSFORM OPTICS AND APPLICATIONS -- 10.3 A DETACHED ZERO INDEX METAMATERIAL LENS FOR ANTENNA GAIN ENHANCEMENT -- 10.4 AUTOMATIC DESIGN OF BROADBAND GRADIENT INDEX METAMATERIAL LENS FOR GAIN ENHANCEMENT OF CIRCULARLY POLARIZED ANTENNAS -- 10.5 CONCLUSIONS -- REFERENCES -- 11.1 INTRODUCTION -- 11.2 DERIVATIONS OF TIME-DOMAIN INTEGRAL EQUATIONS -- 11.3 DISCRETIZATION OF GOVERNING EQUATIONS -- 11.4 EVALUATION OF MATRIX ELEMENTS -- 11.5 EXTENSION TO MOVING OBJECTS -- 11.6 NUMERICAL IMPLEMENTATIONS -- 11.7 SUMMARY -- REFERENCES -- 12.1 INTRODUCTION -- 12.2 EXPOSURE ASSESSMENT USING FDTD AND THE CHALLENGE OF VARIABILITY -- 12.3 METAMODEL MODEL FOR UNCERTAINTY PROPAGATION -- 12.4 DESIGN OF EXPERIMENTS -- 12.5 SURROGATE MODEL VALIDATION -- 12.6 MODEL CONSTRUCTION AND REGRESSION -- 12.7 POLYNOMIAL CHAOS EXPANSIONS -- 12.8 KRIGING -- 12.9 CONCLUSION -- REFERENCES -- 1.2.1 From Maxwell's Equations to the Plane Wave Spectrum -- 1.2.2 The Plane Wave Spectrum and the Fourier Transform -- 1.2.3 Radiated Far Fields as a Spectrum of Plane Waves -- 1.3.1 Finding the True Far-Field Magnitudes -- 1.3.2 Plane Wave Spectrum Retrieval from Far-Field Patterns -- 1.4.1 Discretizing the Plane Wave Spectrum and the Electric Field Distribution -- 1.4.2 Proper Normalization of the Fast Fourier Transform -- 1.4.3 The Sampling Theorem and Spectral Analysis -- 1.4.4 Far-Field Sampling Rates -- 1.4.5 Interpolating the Far Fields -- 1.4.6 Subtle Issues When Implementing the FFT and iFFT Using Pre-Built Packages and Libraries -- 1.6.1 Rectangular Aperture Distribution -- 1.6.2 Circular Aperture Distribution -- 1.6.3 Axial Field Prediction of the Uniform Circular Aperture.…”
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