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1
Deep Learning for the Earth Sciences : A Comprehensive Approach to Remote Sensing, Climate Science and Geosciences.
Published 2021Table of Contents: “…2.2.1 Sparsity as the Guiding Criterion -- 2.2.2 The EPLS Algorithm -- 2.2.3 Remarks -- 2.3 Applications -- 2.3.1 Hyperspectral Image Classification -- 2.3.2 Multisensor Image Fusion -- 2.4 Conclusions -- Chapter 3 Generative Adversarial Networks in the Geosciences -- 3.1 Introduction -- 3.2 Generative Adversarial Networks -- 3.2.1 Unsupervised GANs -- 3.2.2 Conditional GANs -- 3.2.3 Cycle-consistent GANs -- 3.3 GANs in Remote Sensing and Geosciences -- 3.3.1 GANs in Earth Observation -- 3.3.2 Conditional GANs in Earth Observation -- 3.3.3 CycleGANs in Earth Observation…”
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Theory of randomized search heuristics : foundations and recent developments
Published 2011Full text (MFA users only)
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How to guard an art gallery and other discrete mathematical adventures
Published 2009Table of Contents: “…s Formula: Second Proof -- 2.8 Batting Averages and Lattice Points -- 2.9 Three Dimensions and N-largements -- 2.10 Notes and References -- 2.11 Problems -- 3 How to Guard an Art Gallery -- 3.1 The Sunflower Art Gallery -- 3.2 Art Gallery Problems -- 3.3 The Art Gallery Theorem -- 3.4 Colorful Consequences -- 3.5 Triangular and Chromatic Assumptions -- 3.6 Modern Art Galleries -- 3.7 Art Gallery Sketches -- 3.8 Right-Angled Art Galleries -- 3.9 Guarding the Guards -- 3.10 Three Dimensions and the Octoplex…”
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Flowchart and Algorithm Basics : The Art of Programming.
Published 2020Full text (MFA users only)
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Algorithmic composition : a guide to composing music with Nyquist
Published 2013Full text (MFA users only)
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Efficient algorithms of time series processing and their applications
Published 2009Table of Contents: “…EFFICIENT ALGORITHMS OFTIME SERIES PROCESSINGAND THEIR APPLICATIONS; CONTENTS; PREFACE; INTRA-ANNUAL BUNDLES OF CLIMATICPARAMETERS; ABSTRACT; INTRODUCTION; 1. …”
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Pathway modeling and algorithm research
Published 2011Table of Contents: “…PATHWAY MODELING AND ALGORITHM RESEARCH; PATHWAY MODELING AND ALGORITHM RESEARCH; Contents; Preface; Biological Pathways and Their Modeling; Abstract; 1. …”
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Structural geology algorithms : vectors and tensors
Published 2012Full text (MFA users only)
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Earth dynamics : deformations and oscillations of the rotating Earth
Published 2013Table of Contents: “…2.4 Fourier series and transforms2.4.1 Convolution theorems; 2.4.2 The effect of finite record length; 2.4.3 The effects of discrete sampling; 2.5 Power spectral density estimation; 2.5.1 Autocorrelation and spectral density; 2.5.2 Multiple discrete segment estimate; 2.5.3 Overlapping segment analysis; 2.5.4 The product spectrum; 2.6 Maximum entropy spectral analysis; 2.6.1 Information and entropy; 2.6.2 The maximum entropy spectrum; 2.6.3 The Burg algorithm; 3 Earth deformations; 3.1 Equilibrium equations; 3.2 The reciprocal theorem of Betti; 3.3 Radial equations: spheroidal and torsional.…”
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Ensemble methods : foundations and algorithms.
Published 2012Full text (MFA users only)
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Genome Sequencing Technology and Algorithms.
Published 2007Full text (MFA users only)
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Metaheuristic optimization for the design of automatic control laws
Published 2013Table of Contents: “…Motivations to use metaheuristic algorithms -- 1.3. Organization of the book -- Chapter 2. …”
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Advances in geosciences (a 4-volume set) - volume 31 : solid earth science (se).
Published 2012Full text (MFA users only)
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Nearest-neighbor methods in learning and vision : theory and practice
Published 2005Table of Contents: “…Clarkson -- Locality-sensitive hashing using stable distributions / Alexandr Andoni [and others] -- New algorithms for efficient high-dimensional nonparametric classification / Ting Liu, Andrew W. …”
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Algorithms, architectures and information systems security
Published 2009Table of Contents: “…Theory of a Practical Delaunay Meshing Algorithm for a Large Class of Domains S.-W. Cheng, T.K. …”
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Network and discrete location : models, algorithms, and applications
Published 2013Full text (MFA users only)
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