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161
Rough-Fuzzy Pattern Recognition : Applications in Bioinformatics and Medical Imaging.
Published 2012Table of Contents: “…3.3.6 Selection of Parameters3.4 Generalization of Existing c-Means Algorithms; 3.4.1 RFCM: Rough-Fuzzy c-Means; 3.4.2 RPCM: Rough-Possibilistic c-Means; 3.4.3 RCM: Rough c-Means; 3.4.4 FPCM: Fuzzy-Possibilistic c-Means; 3.4.5 FCM: Fuzzy c-Means; 3.4.6 PCM: Possibilistic c-Means; 3.4.7 HCM: Hard c-Means; 3.5 Quantitative Indices for Rough-Fuzzy Clustering; 3.5.1 Average Accuracy, a Index; 3.5.2 Average Roughness, o Index; 3.5.3 Accuracy of Approximation, a* Index; 3.5.4 Quality of Approximation, g Index; 3.6 Performance Analysis; 3.6.1 Quantitative Indices; 3.6.2 Synthetic Data Set: X32.…”
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162
Small Unmanned Aircraft : Theory and Practice
Published 2012Table of Contents: “…Cover; Contents; Preface; 1 Introduction; 1.1 System Architecture; 1.2 Design Models; 1.3 Design Project; 2 Coordinate Frames; 2.1 Rotation Matrices; 2.2 MAV Coordinate Frames; 2.3 Airspeed, Wind Speed, and Ground Speed; 2.4 The Wind Triangle; 2.5 Differentiation of a Vector; 2.6 Chapter Summary; 2.7 Design Project; 3 Kinematics and Dynamics; 3.1 State Variables; 3.2 Kinematics; 3.3 Rigid-body Dynamics; 3.4 Chapter Summary; 3.5 Design Project; 4 Forces and Moments; 4.1 Gravitational Forces; 4.2 Aerodynamic Forces and Moments; 4.3 Propulsion Forces and Moments; 4.4 Atmospheric Disturbances.…”
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163
Statistical methods of geophysical data processing
Published 2010Table of Contents: “…Additive model. 3.2. Models of the quantitative interpretation. 3.3. Regression model. 3.4. …”
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164
Microscopic image analysis for life science applications
Published 2008Full text (MFA users only)
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165
Mathematical morphology and its applications to image and signal processing
Published 2000Table of Contents: “…Geodesic Set Definition in Case of Empty Intersection -- The Morphological-Affine Object Deformation -- Affine Invariant Mathematical Morphology Applied to a Generic Shape Recognition Algorithm -- Filtering -- Folding Induced Self-Dual Filters -- Flexible Linear Openings and Closings -- Some Applications of Aperture Filters -- GA Optimisation of Multidimensional Grey-Scale Soft Morphological Filters with Applications in Archive Film Restoration -- Connectivity and Connected Operators -- New Insight on Digital Topology -- Approximate Connectivity and Mathematical Morphology -- Multiresolution Connectivity: An Axiomatic Approach -- Connected Operators Based on Region-Tree Pruning -- Segmentation -- Image Segmentation Based on the Derivative of the Morphological Profile -- Flooding and Segmentation -- A Morphological Multi-Scale Gradient for Color Image Segmentation -- Automatic Watershed Segmentation of Color Images -- Motion Segmentation using Seeded Region Growing -- A Segmentation Pyramid for the Interactive Segmentation of 3-D Images and Video Sequences -- Partition Lattice Operators for Extraction of Semantic Video Objects -- Texture Analysis -- Morphological Granulometric Deconstruction -- Surface Texture Classification from Morphological Transformations -- Content Dependent Image Sampling using Mathematical Morphology: Application to Mipmapping -- Multiresolution Techniques and Scale-Spaces -- Morphological Pyramids and Wavelets Based on the Quincunx Lattice -- Morphological Scale-Space Operators: An Algebraic Framework -- An Idempotent Scale-Space Approach for Morphological Segmentation -- Algorithms -- Efficient Dilation, Erosion, Opening and Closing Algorithms -- Fast Morphological Attribute Operations using Tarjan's Union-Find Algorithm -- A Change Detector Based on Level Sets -- A General Algorithm for Computing Distance Transforms in Linear Time -- The Ordered Queue and the Optimality of the Watershed Approaches -- Discrete 3D Wave Propagation for Computing Morphological Operations from Surface Patches and Unorganized Points -- Applications -- Two-Stage Lossy/Lossless Compression of Grayscale Document Images -- Boosting OCR Classifier by Optimal Edge Noise Filtering -- Morphological Bank Check Logo Segmentation with Few a Priori Knowledge -- Morphological Pseudo Convex Hull to Correct Handwriting Baseline Skew -- Morphological Segmentation of Text and Figures in Renaissance Books (XVI Century) -- Application of Mathematical Morphology and Markov Random Field Theory to the Automatic Extraction of Linear Features in Airborne Images -- Testing Some Morphological Approaches to Face Localization -- Quantitative Description of Telecommunication Networks by Simulation -- Author Index.…”
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166
Methods in Bioengineering.
Published 2009Table of Contents: “…Methods in Bioengineering: Systems Analysis of Biological Networks; Contents; Chapter 1 Quantitative Immunofluorescence for Measuring Spatial Compartmentation of Covalently Modified Signaling Proteins; 1.1 Introduction; 1.2 Experimental Design; 1.3 Materials; 1.3.1 Cell culture; 1.3.2 Buffers/reagents; 1.3.3 Immunofluorescence reagents; 1.4 Methods; 1.4.1 Cell culture and stimulation for phospho-ERK measurements; 1.4.2 Antibody labeling of phosphorylated ERK (ppERK); 1.4.3 Fluorescence microscopy imaging of ppERK and automated imageanalysis.…”
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167
Mechanics and control engineering. III : selected, peer reviewed papers from the 2014 3rd International Conference on Mechanics and Control Engineering (ICMCE 2014), October 26-28,...
Published 2015Table of Contents: “…Demonstrate for Rotating C-Shape Magnetic Refrigeration near Room TemperatureChapter 3: Power Engineering; Control Techniques to Directly Parallel Line-Side Converters for Wind Energy System; Dynamic Behavior of Flexible Drive Train Models and Back-to-Back Converter for DFIG Wind Turbines during Voltage Sags; Study on the Prior Information Credibility Test in Low-Voltage Switchgear Reliability Assessment; A Dispatch Algorithm for Smart Grid with Wind Generation; The Application Research of HVDC & FACTS to Suppress the Power System Low-Frequency Oscillation.…”
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168
Towards human-UAV physical interaction and fully actuated aerial vehicles
Published 2018Full text (MFA users only)
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169
Emerging trends in advanced science : selected, peer reviewed papers from the International Conference on Emerging Trends in Science, Engineering and Technology (ICETSET-2014), Apr...
Published 2014Table of Contents: “…Emerging Trends in Advanced Science; Preface and Organising Committee; Table of Contents; Analysis, Design and Implementation of DC-DC Boost Converter Using H∞ Loop Shaping Controller; Building Multi-Dimensional Cube to Analyze Public Examination Results: A Business Intelligence Approach; Comparison of Performance Measures of Speed Control for a DC Motor Using Hybrid Intelligent Controller and Optimal LQR; Comparison of Z Source and Embedded Z Source Inverters in Micro Wind Power Generation System; Comparative Analysis of Various Modulation Strategies for Induction Heating System…”
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170
Advances in digital technologies : proceedings of the 6th International Conference on Applications of Digital Information and Web Technologies 2015
Published 2015Table of Contents: “…Application of Genetic Algorithms to Context-Sensitive Text MiningA Decision Tree Classification Model for Determining the Location for Solar Power Plant; A Framework for Multi-Label Learning Using Label Ranking and Correlation; A Comparative Analysis of Pruning Methods for C4.5 and Fuzzy C4.5; Subject Index; Author Index.…”
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171
Java Deep Learning Projects : Implement 10 Real-World Deep Learning Applications Using Deeplearning4j and Open Source APIs.
Published 2018Table of Contents: “…; Artificial Neural Networks; Biological neurons; A brief history of ANNs; How does an ANN learn?; ANNs and the backpropagation algorithm; Forward and backward passes; Weights and biases; Weight optimization; Activation functions.…”
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172
Energy efficient technologies for sustainability : selected, peer reviewed papers from the International Conference on Energy Efficient Technologies for Sustainability (ICEETS 2013...
Published 2013Table of Contents: “…Kothari -- Investigation of PMSG Fed Diode-Clamped Multilevel Inverter for Wind Energy System / R. Seyezhai -- Modeling of Photovoltaic Array and Simulation of MPPT Algorithm / R. …”
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173
Corpus-based and computational approaches to discourse anaphora
Published 2000Table of Contents: “…Pronoun resolution: The practical alternative / Ruslan Mitkov -- 8. Quantitative evaluation of coreference algorithms in an information extraction system / Robert Gaizauskas and Kevin Humphreys -- 9. …”
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174
Model Free Adaptive Control : Theory and Applications.
Published 2013Table of Contents: “…Traffic System; Welding Process; MW Grade Wind Turbine; Conclusions; Conclusions and Perspectives; Conclusions; Perspectives; References.…”
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175
Mastering Numerical Computing with NumPy : Master Scientific Computing and Perform Complex Operations with Ease.
Published 2018Table of Contents: “…Chapter 5: Clustering Clients of a Wholesale Distributor Using NumPyUnsupervised learning and clustering; Hyperparameters; The loss function; Implementing our algorithm for a single variable; Modifying our algorithm; Summary; Chapter 6: NumPy, SciPy, Pandas, and Scikit-Learn; NumPy and SciPy; Linear regression with SciPy and NumPy; NumPy and pandas; Quantitative modeling with stock prices using pandas; SciPy and scikit-learn; K-means clustering in housing data with scikit-learn; Summary; Chapter 7: Advanced Numpy; NumPy internals; How does NumPy manage memory?…”
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176
Measurement while drilling (MWD) : signal analysis, optimization, and design
Published 2018Full text (MFA users only)
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177
Artificial intelligence for big data : complete guide to automating big data solutions using artificial intelligence techniques.
Published 2018Table of Contents: “…Snowball stemming -- Lancaster stemming -- Lovins stemming -- Dawson stemming -- Lemmatization -- N-grams -- Feature extraction -- One hot encoding -- TF-IDF -- CountVectorizer -- Word2Vec -- CBOW -- Skip-Gram model -- Applying NLP techniques -- Text classification -- Introduction to Naive Bayes' algorithm -- Random Forest -- Naive Bayes' text classification code example -- Implementing sentiment analysis -- Frequently asked questions -- Summary -- Chapter 7: Fuzzy Systems -- Fuzzy logic fundamentals -- Fuzzy sets and membership functions -- Attributes and notations of crisp sets -- Operations on crisp sets -- Properties of crisp sets -- Fuzzification -- Defuzzification -- Defuzzification methods -- Fuzzy inference -- ANFIS network -- Adaptive network -- ANFIS architecture and hybrid learning algorithm -- Fuzzy C-means clustering -- NEFCLASS -- Frequently asked questions -- Summary -- Chapter 8: Genetic Programming -- Genetic algorithms structure -- KEEL framework -- Encog machine learning framework -- Encog development environment setup -- Encog API structure -- Introduction to the Weka framework -- Weka Explorer features -- Preprocess -- Classify -- Attribute search with genetic algorithms in Weka -- Frequently asked questions -- Summary -- Chapter 9: Swarm Intelligence -- Swarm intelligence -- Self-organization -- Stigmergy -- Division of labor -- Advantages of collective intelligent systems -- Design principles for developing SI systems -- The particle swarm optimization model -- PSO implementation considerations -- Ant colony optimization model -- MASON Library -- MASON Layered Architecture -- Opt4J library -- Applications in big data analytics -- Handling dynamical data -- Multi-objective optimization -- Frequently asked questions -- Summary -- Chapter 10: Reinforcement Learning -- Reinforcement learning algorithms concept.…”
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178
How to measure anything in cybersecurity risk
Published 2016Table of Contents: “…; Supporting the Decision: A Return on Mitigation; Where to Go from Here; Notes; Chapter 4 The Single Most Important Measurement in Cybersecurity; The Analysis Placebo: Why We Can't Trust Opinion Alone; How You Have More Data Than You Think; When Algorithms Beat Experts; Some Research Comparing Experts and Algorithms; Why Does This Happen?…”
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179
Entrepreneurship in technology for ASEAN
Published 2017Table of Contents: “…Preface; Contents; 1 Modern Approaches of Financial Data Analysis for ASEAN Entrepreneurs; Abstract; 1 Introduction; 2 Review of Existing Financial Analysis Methods; 2.1 Data Analysis for Market Prediction; 2.1.1 Financial Analyses; 2.1.2 Technical and Quantitative Analyses; 2.1.3 Time Series Model; 2.2 Clustering Approaches; 2.2.1 DBSCAN; 2.2.2 K-means; 2.2.3 K-prototype; 2.2.4 AGNES; 2.2.5 DIANA; 2.2.6 STING; 2.3 Classification Algorithms for Market Prediction; 2.3.1 Neural Network; 2.3.2 Decision Tree; 2.3.3 Naive Bayes Classifier; 2.3.4 Rough Set; 2.3.5 Support Vector Machine (SVM).…”
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180
Advanced Manufacturing Research and Intelligent Applications : Selected, Peer Reviewed Papers from the International Conference on Computational Intelligence and Advanced Manufactu...
Published 2014Table of Contents: “…Experimental Investigations on Machining Micro Alloy Steel (MAS 38MnSiVS5) Using K 20 Multi Coated Carbide InsertImproving the Hardness of a Wind Turbine Gear Surface by Nitriding Process; Design of Electromechanical Engine for Zero Direct Emission; VED & ABC Analysis of Inventories for a Wind Turbine Company; Analysis on the Performance, Combustion and Emission Characteristicsof a CI Engine Fuelled with Algae Biodiesel; Reducing UT Rejections in Cr-Mo and High Mn Steels by Controlling Hydrogen and Optimising Superheat; Synthesis and Characteristic of AA6061/SiC Sand Cast Composite.…”
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