Search Results - (((((((kant OR valid) OR art) OR dartrs) OR cantor) OR anne) OR wares) OR wwants) algorithms.
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1
Theory of randomized search heuristics : foundations and recent developments
Published 2011Full text (MFA users only)
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Flowchart and Algorithm Basics : The Art of Programming.
Published 2020Full 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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Algorithmic composition : a guide to composing music with Nyquist
Published 2013Full text (MFA users only)
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Support vector machine in chemistry
Published 2004Table of Contents: “…Identification of Jun Wares of Song Dynasty. 11.3. Modeling of official Ru Wares. 11.4. …”
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Mastering Machine Learning Algorithms : Expert techniques to implement popular machine learning algorithms and fine-tune your models.
Published 2018Table of Contents: “…Cover; Copyright and Credits; Dedication; Packt Upsell; Contributors; Table of Contents; Preface; Chapter 1: Machine Learning Model Fundamentals; Models and data; Zero-centering and whitening; Training and validation sets; Cross-validation; Features of a machine learning model; Capacity of a model; Vapnik-Chervonenkis capacity; Bias of an estimator; Underfitting; Variance of an estimator; Overfitting; The Cramér-Rao bound; Loss and cost functions; Examples of cost functions; Mean squared error; Huber cost function; Hinge cost function; Categorical cross-entropy; Regularization; Ridge; Lasso.…”
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Learning Causal Models Of Multivariate Systems : And The Value Of It For The Performance Modeling Of Computer Programs.
Published 2007Table of Contents: “…""The Meaningful Information of Probability Distributions""""Minimal Description of Distributions""; ""Compression of Distributions""; ""Minimality of Causal Models""; ""Correspondence of Causal Component to Decomposition""; ""A Distributed d-separation Algorithm""; ""Reductionism""; ""Validity of Causal Inference""; ""Faithfulness""; ""Summary of Chapter""; ""Information Equivalence""; ""Related Work""; ""Information equivalences""; ""Definition""; ""Equivalent Partition""; ""Assumptions""; ""Properties of Information Equivalences""; ""Augmented Bayesian Network""…”
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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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Providing Sound Foundations for Cryptography : On the Work of Shafi Goldwasser and Silvio Micali.
Published 2019Full text (MFA users only)
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Handbook of chemoinformatics algorithms
Published 2010Table of Contents: “…Predictive quantitative structure-activity relationships modeling : development and validation of QSAR models / Alexander Tropsha and Alexander Golbraikh.…”
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Responsible Data Science : transparency and fairness in algorithms
Published 2021Table of Contents: “…Data-Centric Models 20 -- Holdout Sample and Cross-Validation 20 -- Overfitting 21 -- Unsupervised Learning 22 -- The Ethical Challenge of Black Boxes 23 -- Two Opposing Forces 24 -- Pressure for More Powerful AI 24 -- Public Resistance and Anxiety 24 -- Summary 25 -- Chapter 2 Background: Modeling and the Black-Box Algorithm 27 -- Assessing Model Performance 27 -- Predicting Class Membership 28 -- The Rare Class Problem 28 -- Lift and Gains 28 -- Area Under the Curve 29 -- AUC vs. …”
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Structural geology algorithms : vectors and tensors
Published 2012Full text (MFA users only)
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