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Optimization of Computer Networks : Modeling and Algorithms: a Hands-On Approach.
Published 2016Full text (MFA users only)
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Theory of randomized search heuristics : foundations and recent developments
Published 2011Full 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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The rise of the algorithms : how YouTube and TikTok conquered the world
Published 2024Full text (MFA users only)
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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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An Introduction to Algorithmic Trading : Basic to Advanced Strategies.
Published 2011Table of Contents: “…Introduction to trading algorithms. History ; All about trading algorithms you ever wanted to know ... ; Algos defined and explained ; Who uses and provides algos ; Why have they become mainstream so quickly? …”
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Responsible Data Science : transparency and fairness in algorithms
Published 2021Table of Contents: “…Black-Box Models 35 -- Ethical Challenges with Interpretable Models 38 -- Black-Box Models 39 -- Ensembles 39 -- Nearest Neighbors 41 -- Clustering 41 -- Association Rules 42 -- Collaborative Filters 42 -- Artificial Neural Nets and Deep Neural Nets 43 -- Problems with Black-Box Predictive Models 45 -- Problems with Unsupervised Algorithms 47 -- Summary 48 -- Chapter 3 The Ways AI Goes Wrong, and the Legal Implications 49 -- AI and Intentional Consequences by Design 50 -- Deepfakes 50 -- Supporting State Surveillance and Suppression 51 -- Behavioral Manipulation 52 -- Automated Testing to Fine-Tune Targeting 53 -- AI and Unintended Consequences 55 -- Healthcare 56 -- Finance 57 -- Law Enforcement 58 -- Technology 60 -- The Legal and Regulatory Landscape around AI 61 -- Ignorance Is No Defense: AI in the Context of Existing Law and Policy 63 -- A Finger in the Dam: Data Rights, Data Privacy, and Consumer Protection Regulations 64 -- Trends in Emerging Law and Policy Related to AI 66 -- Summary 69 --…”
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Genetic Algorithms + Data Structures = Evolution Programs
Published 1994Table of Contents: “…I. Genetic Algorithms -- 1 GAs: What Are They? -- 2 GAs: How Do They Work? …”
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Pedestrian Detection Algorithms using Shearlets.
Published 2019Table of Contents: “…4.3 Conclusion5 Pedestrian Detection using Shearlet Features; 5.1 Pedestrian Detection using Hand-crafted Features; 5.2 Shearlet Image Features; 5.3 Shearlet Filterbank; 5.4 Implementation Details; 5.5 Experiments; 5.5.1 Detection Framework Settings; 5.5.2 Image Feature Experiments; 5.5.3 Filterbank Experiments; 5.6 Conclusion; 6 Deep Learning with Shearlets; 6.1 Introduction on Neural Networks; 6.1.1 Artificial Neural Networks; 6.1.2 Convolutional Neural Networks; 6.1.3 Pedestrian Detection Algorithms using CNNs; 6.2 Integration of Shearlets in CNNs; 6.2.1 Related Work…”
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Network Routing : Algorithms, Protocols, and Architectures.
Published 2017Full text (MFA users only)
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Introduction to programming : learn to program in Java with data structures, algorithms, and logic
Published 2018Full text (MFA users only)
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Modern anti-windup synthesis : control augmentation for actuator saturation
Published 2011Full text (MFA users only)
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Practical Algorithms for 3D Computer Graphics, Second Edition.
Published 2013Full text (MFA users only)
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Hands-On Cryptography with Python : Leverage the Power of Python to Encrypt and Decrypt Data.
Published 2018Full text (MFA users only)
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