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161
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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162
Modeling and optimization of air traffic
Published 2013Table of Contents: “…pt. 1: Optimization and artificial evolution -- Optimization: State of the art -- Genetic algorithms and improvements -- A new concept for genetic algorithms based on order statistics -- pt. 2: Applications to air traffic control -- Air traffic control -- Contributions to airspace sectorization -- Contribution to traffic assignment -- Airspace congestion metrics -- Conclusion and future perspectives.…”
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163
Metaheuristic applications in structures and infrastructures
Published 2013Table of Contents: “…Metaheuristic Algorithms in Modeling and Optimization -- A Review on Traditional and Modern Structural Optimization: Problems and Techniques -- Particle Swarm Optimization in Civil Infrastructure Systems: State-of-the-Art Review -- Evolution Strategies-Based Metaheuristics in Structural Design Optimization -- Multidisciplinary Design and Optimization Methods -- Cost Optimization of Column Layout Design of Reinforced Concrete Buildings -- Layout Design of Beam-Slab Floors by a Genetic Algorithm -- Optimum Design of Skeletal Structures via Big Bang-Big Crunch Algorithm -- Truss Weight Minimization Using Hybrid Harmony Search and Big Bang-Big Crunch Algorithms -- Graph Theory in Evolutionary Truss Design Optimization -- Element Exchange Method for Stochastic Topology Optimization -- Evolutionary Path-Dependent Damper Optimization for Variable Building Stiffness Distributions -- Application of Genetic Algorithms in Ground Motion Selection for Seismic Analysis -- Optimization of Tuned Mass Damper with Harmony Search -- Identification of Passive Devices for Vibration Control by Evolutionary Algorithms -- Structural Optimization for Frequency Constraints -- Optimum Performance-Based Seismic Design of Frames Using Metaheuristic Optimization Algorithms -- Expression Programming Techniques for Formulation of Structural Engineering Systems -- An Evolutionary Divide-and-Conquer Strategy for Structural Identification -- Swarm Intelligence for Large-Scale Optimization in Construction Management -- Network-Level Infrastructure Management Based on Metaheuristics -- Large-Scale Maintenance Optimization Problems for Civil Infrastructure Systems -- Metaheuristic Applications in Bridge Infrastructure Maintenance Scheduling Considering Stochastic Aspects of Deterioration.…”
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164
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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165
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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166
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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167
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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168
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169
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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170
Integrated and collaborative product development environment : technologies and implementations
Published 2006Table of Contents: “…Manufacturing Feature Recognition Technology -- State-of-the-Art; 2.1 Evolving Representations for Design Models; 2.2 Boundary Feature Recognition Scheme; 2.2.1 Rule-based approach; 2.2.2 Graph-based approach; 2.2.3 Hint-based approach; 2.2.4 Artificial neural networks-based approach; 2.3 Volumetric Feature Recognition Scheme; 2.3.1 Convex hull approach; 2.3.2 Volume growing/decomposition approach.…”
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171
Media technologies : essays on communication, materiality, and society
Published 2014Table of Contents: “…Bowker -- "What Do We Want?" "Materiality!" "When Do We Want It?" "Now!" …”
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172
Agent-based computing
Published 2010Table of Contents: “…Analysis of Algorithm -- 2.1.1. Chain-Like Agent Structure -- 2.1.2. …”
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173
A companion to rhetoric and rhetorical criticism
Published 2007Full text (MFA users only)
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174
Sharing economy and big data analytics
Published 2020Table of Contents: “…Not Without Big Data Algorithms. Linear Regression -- Classification Algorithms -- Cluster Analysis -- Conclusion -- References -- Index -- Other titles from iSTE in Information Systems, Web and Pervasive Computing.…”
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175
Advances in Knowledge-Based and Intelligent Engineering and Information Systems
Published 2018Full text (MFA users only)
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176
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177
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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178
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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179
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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180
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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