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121
Data Analytics in Bioinformatics : A Machine Learning Perspective.
Published 2021Table of Contents: “…3.4.1 Comparative Analysis of ANN With Broadly Used Traditional ML Algorithms -- 3.5 Critical Analysis -- 3.6 Conclusion -- References -- Part 2: MACHINE LEARNING AND GENOMIC TECHNOLOGY, FEATURE SELECTION AND DIMENSIONALITY REDUCTION -- 4 Dimensionality Reduction Techniques: Principles, Benefits, and Limitations -- 4.1 Introduction -- 4.2 The Benefits and Limitations of Dimension Reduction Methods -- 4.3 Components of Dimension Reduction -- 4.3.1 Feature Selection -- 4.3.2 Feature Reduction -- 4.4 Methods of Dimensionality Reduction -- 4.4.1 Principal Component Analysis (PCA)…”
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122
Advances in Energy Materials and Environment Engineering : Selected, peer reviewed papers from the 2014 International Conference on Energy Materials and Environment Engineering (IC...
Published 2015Table of Contents: “…Development of Software of Climate Analysis for Generation the Energy with Wind Turbine; Multiobjective Evolutionary Algorithms MOEA to Solve Task Allocation Problems in Multiagent Systems for DC MicroGrid; Passive Control for a 2D Wind Turbine Blade with a Locally Flexible Structure at Low Reynolds Number; Research on the Single Phase Grid-Connected Inverter System of Small Wind Power; Study on Solar Energy for Pre-Cooling Technology of Fruit and Vegetable; Study on the Liquefaction Technology of Corn Stalk-Biomass Materials; Wind Farm Collector System Research.…”
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123
Engineering and technological solutions for sustainable development : selected, peer reviewed papers from the 2014 International Conference on Green Transport, Renewable Energy and...
Published 2014Table of Contents: “…XPS Analysis Pyrolytic Char of Cellulose with Different Crystallinity Based on Ionic Liquid RegenerationExperimental Study on Biomass Char Combustion in O2/CO2 Atmosphere; An Analysis on the Model of Wind Power Generation Cost per Kilowatt-Hour in China; Optimal Construction Program of Wind Power Farm on the Beach; The Wind Power Forecast Model Based on Improved EMD and SVM; Experimental Study on Parabolic Trough Solar Heating System; Power Flow Calculation for Distribution System Including PV Type Distributed Generation…”
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124
Media smart : lessons, tips and strategies for librarians, classroom instructors and other information professionals
Published 2022Table of Contents: “…Expertise, Authority and Credibility -- Experts -- Sharing information -- Evaluating information -- Authority -- How can authority be evaluated? …”
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125
Data Analytics Applied to the Mining Industry.
Published 2020Table of Contents: “…Advanced Data Analytics -- Introduction -- Big Data -- Analytics -- Deep Learning -- CNNs -- Deep Neural Network -- Recurrent Neural Network (RNN) -- ML -- Fuzzy Logic -- Classification Techniques -- Clustering -- Evolutionary Techniques -- Genetic Algorithms (GAs) -- Ant Colony Optimization (ACO)…”
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126
Topology and robotics : July 10-14, 2006, FIM ETH, Zurich
Published 2007Table of Contents: “…Winding numbers for networks with weak angular data / R. …”
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128
International Multi-Conference on Engineering and Technology Innovation 2015.
Published 2017Table of Contents: “…Design of an adaptive intelligent control scheme for switched reluctance wind generatorStudy of laser displacement measurement data abnormal correction algorithm; Using a grid computing-based meta-evolutionary mining approach for the microarray data cancer-categorization; An artificial intelligent approach to the bicycle repositioning problems; Risk analysis model for regional railroad investment; A study of 3D model similarity based on surface bipartite graph matching; Generalized finite element analysis of high-rise wall-frame structural systems.…”
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129
Agent-based computing
Published 2010Table of Contents: “…Analysis of Algorithm -- 2.1.1. Chain-Like Agent Structure -- 2.1.2. …”
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130
Advances in Knowledge-Based and Intelligent Engineering and Information Systems
Published 2018Full text (MFA users only)
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131
Advances in mechatronics, robotics and automation II : selected, peer reviewed papers from the 2014 2nd International Conference on Mechatronics, Robotics and Automation (ICMRA 201...
Published 2014Table of Contents: “…Advances in Mechatronics, Robotics and Automation II; Preface and Conference Organization; Table of Contents; Chapter 1: Signal Processing System Design and Implementation; A Method of Multi-Antenna Signal Time-Delay Alignment Algorithm for Cyclostationary Signals; Analysis of Ground-Based Navigation Signal Coverage on Performance-Based Navigation; Detection and Analysis of Rats' Bioelectromagnetic Signal; Fault Diagnosis of Gearbox in Wind Turbine Based on Wavelet Transform and Support Vector Machine; Research of Multi-Channel Audio Data Acquisition System Based on FPGA and ARM.…”
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132
Mixed Models : Theory and Applications with R.
Published 2013Table of Contents: “…2.9 Derivatives of the log-likelihood function -- 2.10 Newton-Raphson algorithm -- 2.11 Fisher scoring algorithm -- 2.11.1 Simplified FS algorithm -- 2.11.2 Empirical FS algorithm -- 2.11.3 Variance-profile FS algorithm -- 2.12 EM algorithm -- 2.12.1 Fixed-point algorithm -- 2.13 Starting point -- 2.13.1 FS starting point -- 2.13.2 FP starting point -- 2.14 Algorithms for restricted MLE -- 2.14.1 Fisher scoring algorithm -- 2.14.2 EM algorithm -- 2.15 Optimization on nonnegative definite matrices -- 2.15.1 How often can one hit the boundary? …”
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133
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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134
Modern optimization methods for science, engineering and technology
Published 2020Table of Contents: “…Implementing the traveling salesman problem using a modified ant colony optimization algorithm -- 5.1. ACO and candidate list -- 5.2. …”
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135
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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136
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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137
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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138
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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140
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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