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Pattern Recognition.
Published 2008Table of Contents: “…Chapter 13 Clustering Algorithms II: Hierarchical AlgorithmsChapter 14 Clustering Algorithms III: Schemes Based on Function Optimization; Chapter 15 Clustering Algorithms IV; Chapter 16 Cluster Validity; Appendix A Hints from Probability and Statistics; Appendix B Linear Algebra Basics; Appendix C Cost Function Optimization; Appendix D Basic Definitions from Linear Systems Theory; Index.…”
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Scalable algorithms for contact problems
Published 2016Table of Contents: “…Optimal QP and QCQP Algorithms -- 5. Conjugate Gradients -- 6. Gradient Projection for Separable Convex Sets -- 7. …”
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Number, Shape, & Symmetry : an Introduction to Number Theory, Geometry, and Group Theory.
Published 2012Full text (MFA users only)
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Metaheuristic optimization for the design of automatic control laws
Published 2013Table of Contents: “…Ant colony optimization…”
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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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Graph partitioning and graph clustering : 10th DIMACS Implementation Challenge Workshop, February 13-14, 2012, Georgia Institute of Technology, Atlanta, GA
Published 2013Full 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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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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Simple adaptive strategies : from regret-matching to uncoupled dynamics
Published 2013Full text (MFA users only)
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Applications of multi-objective evolutionary algorithms
Published 2004Table of Contents: “…Non-Dominated Sorting Evolution Strategy Algorithm (NSESA)3.3. Case Studies; 3.3.1. Shape Design of a Shielded Reactor; 3.3.2. …”
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Network and discrete location : models, algorithms, and applications
Published 2013Full text (MFA users only)
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3D Shape Analysis : Fundamentals, Theory and Applications.
Published 2018Table of Contents: “…9.6 Summary and Further Reading10 3D Face Recognition; 10.1 Introduction; 10.2 3D Face Recognition Tasks, Challenges and Datasets; 10.3 3D Face Recognition Methods; 10.4 Summary; 11 Object Recognition in 3D Scenes; 11.1 Introduction; 11.2 Surface Registration-Based Object Recognition Methods; 11.3 Machine Learning-Based Object Recognition Methods; 11.4 Summary and Further Reading; 12 3D Shape Retrieval; 12.1 Introduction; 12.2 Benchmarks and Evaluation Criteria; 12.3 Similarity Measures; 12.4 3D Shape Retrieval Algorithms; 12.5 Summary and Further Reading; 13 Cross-domain Retrieval…”
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Computer and machine vision : theory, algorithms, practicalities
Published 2012Full text (MFA users only)
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Inverse Synthetic Aperture Radar Imaging with MATLAB Algorithms.
Published 2021Full text (MFA users only)
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A Hands-On Guide to Designing Embedded Systems.
Published 2021Table of Contents: “…-- 3.7 Finite State Machine Design -- 3.7.1 Defining a State Machine -- 3.7.2 Algorithmic State Diagrams -- 3.7.3 Moore or Mealy: What Should I Choose? …”
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