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81
Machine learning : a Bayesian and optimization perspective
Published 2015Table of Contents: “…Probability and stochastic processes -- Learning in parametric modeling: basic concepts and directions -- Mean-square error linear estimation -- Stochastic gradient descent: the LMS algorithm -- The least-squares family -- Classification: a tour of the classics -- Parameter learning: a convex analytic path -- Sparsity-aware learning: concepts and theoretical foundations -- Sparcity-aware learning: algorithms and applications -- Learning in reproducing Kernel Hilbert spaces -- Bayesian learning: inference and the EM alogrithm -- Bayesian learning: approximate inference and nonparametric models -- Monte Carlo methods -- Probabilistic graphical models: Part I -- Probabilistic graphical models: Part II -- Particle filtering -- Neural networks and deep learning -- Dimensionality reduction -- Appendix A LInear algebra -- Appendix B Probability theory and statistics -- Appendix C Hints on constrained optimization.…”
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82
Quantum Computation and Information.
Published 2002Table of Contents: “…Finding Shor transversals for vintage ZQ Shor algorithms -- 15. Maximal Shor transversals -- 16. Identifying characters of cyclic groups with points on the unit circle S1 in the complex plane C -- 17. …”
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83
Solar energy engineering : processes and systems
Published 2014Full text (MFA users only)
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84
Visible Business : Uncover the Blindspots and Engage the World's Female Economy.
Published 2017Table of Contents: “…Blind Spots; Contents; Foreword; About the Author; Acknowledgements; To my community; To my village; Preface; Introduction; Chapter 1 From history to herstory; The birth of business marketing; Things have changed -- or have they?; Women want more; The wo-man algorithm; Become conscious of the bias; From reject to results; Chapter 2 Are you blind?…”
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85
Introduction to graph and hypergraph theory
Published 2009Full text (MFA users only)
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86
Small Unmanned Aircraft : Theory and Practice
Published 2012Table of Contents: “…9.6 Design Project10 Straight-line and Orbit Following; 10.1 Straight-line Path Following; 10.2 Orbit Following; 10.3 Chapter Summary; 10.4 Design Project; 11 Path Manager; 11.1 Transitions Between Waypoints; 11.2 Dubins Paths; 11.3 Chapter Summary; 11.4 Design Project; 12 Path Planning; 12.1 Point-to-Point Algorithms; 12.2 Coverage Algorithms; 12.3 Chapter Summary; 12.4 Design Project; 13 Vision-guided Navigation; 13.1 Gimbal and Camera Frames and Projective Geometry; 13.2 Gimbal Pointing; 13.3 Geolocation; 13.4 Estimating Target Motion in the Image Plane; 13.5 Time to Collision.…”
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87
What intelligence tests miss : the psychology of rational thought
Published 2009Table of Contents: “…Inside George W. Bush's mind : hints at what IQ tests miss -- Dysrationalia : separating rationality and intelligence -- The reflective mind, the algorithmic mind, and the autonomous mind -- Cutting intelligence down to size -- Why intelligent people doing foolish things is no surprise -- The cognitive miser : ways to avoid thinking -- Framing and the cognitive miser -- Myside processing : heads I win, tails I win too! …”
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88
Intelligent Technologies : From Theory to Applications - The New Trends in Computational Intelligence.
Published 2002Table of Contents: “…Neural Networks; Superconvergence Concept in Machine Learning; Application of the Parallel Population Learning Algorithm to Training Feed-forward ANN; Markovian Architectural Bias of Recurrent Neural Networks; SOFM Training Speedup; Generalized Forecasting Sigma-Pi Neural Network; Human Centered Intelligent Robots Using "Ontological Neural Network"; Trajectory Bounds of Solutions of Delayed Cellular Neural Networks Differential Systems; From Plain to Modular Topology: Automatic Modularization of Structured ANNs.…”
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89
Multiple view geometry in computer vision
Published 2004Table of Contents: “…Introduction-a tour of multiple view geometry -- Projective geometry and transformations of 2D -- Projective geometry and transformations of 3D -- Estimation-2D projective transformations -- Algorithm evaluation and error analysis -- Camera models -- Computation of the camera matrix P -- More single view geometry -- Epipolar geometry and the fundamental matrix -- 3D reconstruction of cameras and structure -- Computation of the fundamental matrix F -- Structure computation -- Scene planes and homographies -- Affine epipolar geometry -- The trifocal tensor -- Computation of the trifocal tensor T -- N-Linearities and multiple view tensors -- N-View computational methods -- Auto-calibration -- Duality -- Cheirality -- Degenerate configurations.…”
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90
Real analytic and algebraic geometry : proceedings of the international conference, Trento (Italy), September 21-25, 1992
Published 1995Table of Contents: “…-- Construction of real algebraic nodal plane curves with given topology -- Purity theorems for real spectra and applications -- Geometry of subanalytic and semialgebraic sets: abstract -- On good points and a new canonical algorithm of resolution of singularities -- List of Contributors -- List of Participants…”
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91
Handbook of Mathematical Induction.
Published 2014Table of Contents: “…Chapter 14: Logic and languageChapter 15: Graphs; Chapter 16: Recursion and algorithms; Chapter 17: Games and recreations; Chapter 18: Relations and functions; Chapter 19: Linear and abstract algebra; Chapter 20: Geometry; Chapter 21: Ramsey theory; Chapter 22: Probability and statistics; Part III: Solutions and hints to exercises; Chapter 23: Solutions: Foundations; Chapter 24: Solutions: Inductive techniques applied to the infinite; Chapter 25: Solutions: Paradoxes and sophisms; Chapter 26: Solutions: Empirical induction; Chapter 27: Solutions: Identities.…”
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92
Duality and Approximation Methods for Cooperative Optimization and Control.
Published 2014Table of Contents: “…Intro; 1 Introduction; 1.1 Motivation and Focus; 1.2 Contributions and Organization; 2 Polyhedral Approximation Methods for Cooperative Optimization; 2.1 Introduction; 2.2 Distributed Algorithms in Peer-to-Peer Networks; 2.2.1 Communication Network Model; 2.2.2 Distributed Algorithms; 2.2.3 Complexity Notions; 2.3 The Cutting-Plane Consensus Algorithm; 2.3.1 General Problem Formulation; 2.3.2 Unique Solution Linear Programming; 2.3.3 The Algorithm Definition; 2.3.4 Technical Analysis; 2.4 Convex Inequality Constraints; 2.4.1 Problem Formulation; 2.4.2 Semidefinite Constraints.…”
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93
Points and curves in the Monster tower
Published 2010Table of Contents: “…Regular, vertical, and critical curves and points -- RVT classes. RVT codes of plane curves. RVT and Puiseux -- Monsterization and legendrization. …”
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94
Artificial intelligence : approaches, tools, and applications
Published 2011Table of Contents: “…EVOLUTIONARY COMPUTING ; 2.1. Genetic Algorithms ; 2.2. Mechanism of a Genetic Algorithm ; 3. …”
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96
Arithmetic Geometry
Published 2019Table of Contents: “…Introduction; 2. Singular projective plane cubic curves; 3. Smooth projective plane cubic curves; 4. …”
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97
Power and energy systems III : selected, peer reviewed papers from the 2013 3rd International Conference on Power and Energy Systems (ICPES 2013), November 23-24, Bangkok, Thailand
Published 2014Table of Contents: “…Fracture Failure Mechanism Analysis of LP Second Stage Blades of a Gas TurbineEffect of Temperature Cycling on Stress Relaxation Behavior of Electrical Connector Contacts; Loss Analysis and Calculation Method of the Switched Reluctance Motor; Research on Characteristics of Variable Pitch Offshore Wind Turbine; Analysis of Plastic Optical Fiber Based Daylight System Suitable for Building Applications; Design and Performance of Horizontal Axis Wind Turbine Using Blade Element Momentum Theory (BEMT).…”
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98
Pervasive Computing in Cognitive Communications Applications.
Published 2021Table of Contents: “…Cover -- Guest editorial -- Single-loop sigma delta modulator design and verification for cognitive IoT applications -- Efficient task scheduling on virtual machine in cloud computing environment -- High gain switched beam Yagi-Uda antenna for millimeter wave communications -- PAPR reduction using OQAM for spectrum sensing -- Energy efficiency in cloud data centres using parallel hybrid Jaya algorithm -- Soft computing based audio signal analysis for accident prediction -- Kuznets curve with parabola shaped ultra-wideband antenna with defected ground plane for communications…”
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99
Structure Formation in Astrophysics.
Published 2009Table of Contents: “…3 Numerical methods for radiation magnetohydrodynamics in astrophysicsAbstract; 3.1 Introduction; 3.2 Magnetohydrodynamic algorithms: the Athena code; 3.3 Radiation-hydrodynamic algorithms: the Orion code; 3.4 Adaptive mesh refinement; 3.5 Conclusions and future directions; Acknowledgements; References; 4 The role of jets in the formation of planets, stars and galaxies; Abstract; 4.1 Introduction; 4.2 Jets in diverse systems; 4.3 Theory of disk winds; 4.4 Gravitation.…”
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100
Handbook of risk management in energy production and trading
Published 2013Table of Contents: “…Energy Markets -- Introduction to Price Models for Energy -- Price Dynamics in Electricity Markets -- Price-Driven Hydropower Dispatch Under Uncertainty -- On Cutting Plane Algorithms and Dynamic Programming for Hydroelectricity Generation -- Medium-Term Operational Planning for Hydrothermal Systems -- Stochastic Optimization of Power Generation and Storage Management in a Market Environment -- Risk Measures in Multi-horizon Scenario Trees -- Controlled Islanding as Robust Operator Response under Uncertainty -- Complementarity and Game-theoretical Models for Equilibria in Energy Markets: Deterministic and Risk-averse Formulations -- Optimal Planning and Economic Evaluation of Trigeneration Districts -- Renewable Energy and its Impact on Power Markets -- Copula-Based Hedge ratios for Renewable Power Generation -- Investment in Stochastic Electricity-Production Facilities -- Pricing of Energy Contracts: From Replication Pricing to Swing Options -- Energy Derivatives with Volume Controls -- Risk Hedging Strategies under Energy System and Climate Policy Uncertainties -- Comparative Assessment of Accident Risks in the Energy Sector.…”
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