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121
Machine Learning for Mobile : Practical Guide to Building Intelligent Mobile Applications Powered by Machine Learning.
Published 2018Table of Contents: “…Chapter 2: Supervised and Unsupervised Learning AlgorithmsIntroduction to supervised learning algorithms; Deep dive into supervised learning algorithms; Naive Bayes; Decision trees; Linear regression; Logistic regression; Support vector machines; Random forest; Introduction to unsupervised learning algorithms; Deep dive into unsupervised learning algorithms; Clustering algorithms; Clustering methods; Hierarchical agglomerative clustering methods; K-means clustering; Association rule learning algorithm; Summary; References; Chapter 3: Random Forest on iOS; Introduction to algorithms…”
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122
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123
Agent-based computing
Published 2010Table of Contents: “…Analysis of Algorithm -- 2.1.1. Chain-Like Agent Structure -- 2.1.2. …”
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124
Advances in Knowledge-Based and Intelligent Engineering and Information Systems
Published 2018Full text (MFA users only)
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125
Urodynamics : a quick pocket guide
Published 2016Table of Contents: “…The framework of basic science -- Key symptoms analysis and diagnostic algorithms -- Physical examination and laboratory evaluation -- Urodynamic testing: when and which -- Voiding diary and Pad testing -- Non-invasive urodynamics -- Conventional urodynamics-conventional urodynamics in pediatric age -- Electromyogtrahy -- Urethral profilometry -- Videourodynamics -- Ambulatory urodynamics -- Urodynamics of upper urinary tract.…”
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126
Mount Sinai expert guides. Hepatology
Published 2014Table of Contents: “…Cover; Title page; Copyright page; Contents; List of Contributors; Series Foreword; Preface; Abbreviation List; About the Companion Website; PART 1: Hepatology; CHAPTER 1: Approach to the Patient with Abnormal Liver Tests; Section 1: Background; Definition of disease; Disease classification; Etiology; Pathology/pathogenesis; Section 2: Prevention; Section 3: Diagnosis; Typical presentation; Clinical diagnosis; Laboratory diagnosis; Diagnostic algorithm; Potential pitfalls/common errors made regarding diagnosis of disease; Section 4: Treatment; When to hospitalize…”
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127
Data Science : The Executive Summary - a Technical Book for Non-Technical Professionals.
Published 2020Table of Contents: “…Chapter 3 Working with Modern Data -- 3.1 Unstructured Data and Passive Collection -- 3.2 Data Types and Sources -- 3.3 Data Formats -- 3.3.1 CSV Files -- 3.3.2 JSON Files -- 3.3.3 XML and HTML -- 3.4 Databases -- 3.4.1 Relational Databases and Document Stores -- 3.4.2 Database Operations -- 3.5 Data Analytics Software Architectures -- 3.5.1 Shared Storage -- 3.5.2 Shared Relational Database -- 3.5.3 Document Store + Analytics RDB -- 3.5.4 Storage + Parallel Processing -- Chapter 4 Telling the Story, Summarizing Data -- 4.1 Choosing What to Measure…”
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128
Delphi High Performance : Build fast Delphi applications using concurrency, parallel programming and memory management.
Published 2018Table of Contents: “…Dynamic record allocationFastMM internals; Memory allocation in a parallel world; Replacing the default memory manager; ScaleMM; TBBMalloc; Fine-tuning SlowCode; Summary; Chapter 5: Getting Started with the Parallel World; Processes and threads; When to parallelize the code?; Most common problems; Never access UI from a background thread; Simultaneous reading and writing; Sharing a variable; Synchronization; Critical sections; Other locking mechanisms; A short note on coding style; Shared data with built-in locking; Interlocked operations; Object life cycle; Communication; Windows messages.…”
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129
Applications of digital signal processing to audio and acoustics
Published 2002Full text (MFA users only)
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130
Future Farming.
Published 2023Table of Contents: “…PROPOSED METHODOLOGY -- Pre-processing -- Leaf Image from Plants -- Segmentation Model Using Improved Canny Algorithm -- Steps of Improved Canny Algorithm -- Leaf Image Feature Selection Using Hybrid Black Widow Optimization Algorithm with Mayfly Optimization Algorithm (BWO-MA) -- Pseudo-Code of the Hybrid (BWO-MA) Algorithm -- Output: Objective Function's -RMSE -- Leaf Image Classification Using (BWO-MA) with ANN -- Hyper-Parameter Tuning With (BWO-MA) -- RESULT AND DISCUSSION -- Dataset Description -- Evaluation & Results -- CONCLUSION -- REFERENCES…”
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131
Rough fuzzy image analysis : foundations and methodologies
Published 2010Table of Contents: “…1. Cantor, fuzzy, near, and rough sets in image analysis / James F. …”
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132
Applied Parallel Computing.
Published 2012Table of Contents: “…Design of Algorithms; 5.1. Algorithm Models; 5.1.1. Master-slave; 5.1.2. …”
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133
Blockchain-based peer-to-peer transactions in energy systems
Published 2023Table of Contents: “…Smart contract-based peer-to-peer energy storage-sharing architecture and algorithm -- 8.3. Smart contract functions for the storage-sharing scheme -- 8.4. …”
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134
Biological systematics : principles and applications
Published 2021Full text (MFA users only)
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135
Multi-label dimensionality reduction
Published 2014Table of Contents: “…Cover; Series; Contents; Preface; Symbol Description; Chapter 1: Introduction; Chapter 2: Partial Least Squares; Chapter 3: Canonical Correlation Analysis; Chapter 4: Hypergraph Spectral Learning; Chapter 5: A Scalable Two-Stage Approach for Dimensionality Reduction; Chapter 6: A Shared-Subspace Learning Framework; Chapter 7: Joint Dimensionality Reduction and Classification; Chapter 8: Nonlinear Dimensionality Reduction: Algorithms and Applications; Appendix Proofs; References; Back Cover.…”
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136
Elements of quantum computation and quantum communication
Published 2013Table of Contents: “…; A brief history of quantum computation and quantum communication Basic Ideas of Classical and Quantum Computational Models and Complexity Classes; Elementary idea of complexity of an algorithm; Turing machine; Circuit model of computation; Computational complexity and related issues Mathematical Tools and Simple Quantum Mechanics Required for Quantum Computing; A little bit of algebra required for quantum computing; A little bit of quantum mechanics; A little more of algebra for quantum computing Quantum Gates and Quantum Circuits; Single qubit gates; Two qubit gates; Three qubit gates; A little more on quantum gates; Quantum circuits; Discussion Quantum Algorithms; Deutsch's algorithm; Deutsch.…”
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137
Differential algebra and related topics - proceedings of the international workshop.
Published 2002Table of Contents: “…6 Reduction Algorithms 7 Rosenfeld Properties of an Autoreduced Set ; 8 Coherence and Rosenfeld's Lemma ; 9 Ritt-Raudenbush Basis Theorem ; 10 Decomposition Problems ; 11 Component Theorems ; 12 The Low Power Theorem ; Appendix: Solutions and hints to selected exercises ; References…”
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138
Energy Psychology : Explorations at the Interface of Energy, Cognition, Behavior, and Health.
Published 2004Table of Contents: “…Manual Muscle Testing and KinesiologyApplied Kinesiology Offshoots; Empirical Research on Manual Muscle Testing; Muscle Testing Proficiency; Integrity and Muscle Testing; Therapy and Diagnosis; Self-Testing; Therapeutic Algorithms vs. Causal Diagnostics; Energy Psychology and Manual Muscle Testing; Abuses of Manual Muscle Testing and Algorithms; Manual Muscle Testing and Intuition; Unwarranted Uses; When We're Stumped; Systemic Manual Muscle Testing.…”
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139
Trends in Functional Programming.
Published 2007Table of Contents: “…Front Cover; Preliminary Pages; Contents; Preface; Proving Termination Using Dependent Types: The Case of Xor-Terms; Proving the Correctness of Algorithmic Debugging for Functional Programs; Systematic Synthesis of Functions; A Purely Functional Implementation of ROBDDs in Haskell; Efficient Interpretation by Transforming Data Types and Patterns to Functions; Object-Oriented Programming in Dependent Type Theory; A Sharing Analysis for SAFE; Memory Usage Improvement Using Runtime Alias Detection; A Model of Functional Programming with Dynamic Compilation and Optimization.…”
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140
Prognostics and Health Management of Engineering Systems : an Introduction.
Published 2016Table of Contents: “…2.2.2 When a Degradation Model Is Available (Physics-Based Approaches)2.2.2.1 Problem Definition; 2.2.2.2 Parameter Estimation and Degradation Prediction; 2.2.2.3 Effect of Noise in Data; 2.2.3 When a Degradation Model Is NOT Available (Data-Driven Approaches); 2.2.3.1 Function Evaluation; 2.2.3.2 Overfitting; 2.2.3.3 Prognosis with More Training Data; 2.3 RUL Prediction; 2.3.1 RUL; 2.3.2 Prognostics Metrics; 2.3.2.1 Prognostic Horizon (PH); 2.3.2.2 varvec{ alpha { -- } lambda} Accuracy; 2.3.2.3 (Cumulative) Relative Accuracy (RA, CRA); 2.3.2.4 Convergence; 2.3.2.5 Results with MATLAB Code.…”
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