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61
Numerical linear algebra with applications : using MATLAB
Published 2015Full text (MFA users only)
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62
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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63
Perspectives In Lattice Qcd : Proceedings of The Workshop.
Published 2007Full text (MFA users only)
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64
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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65
Agent-based computing
Published 2010Table of Contents: “…Analysis of Algorithm -- 2.1.1. Chain-Like Agent Structure -- 2.1.2. …”
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66
Castañeda and his Guises : Essays on the Work of Hector-Neri Castañeda
Published 2014Table of Contents: “…Foreword ; H-NC and his ambiguous Guises, or, by way of introduction ; Chorus: Hector-Neri Castañeda ; A "kind of glue": Castañeda on Fiction ; Practitions in Castañeda's Deontic Logic ; Castañeda: System, Substance, and Style ; Clark's Paradox of Castañeda's Guises: A Brief Memoir.…”
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Advances in Knowledge-Based and Intelligent Engineering and Information Systems
Published 2018Full text (MFA users only)
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Inverse problems of electromagnetic geophysical fields
Published 1999Table of Contents: “…Reducing the direct problem to the integral equation of the second kind…”
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71
Genetic Fuzzy Systems : Evolutionary Tuning and Learning of Fuzzy Knowledge Bases.
Published 2001Table of Contents: “…Foreword; Preface; Contents; Chapter 1 Fuzzy Rule-Based Systems; 1.1 Framework: Fuzzy Logic and Fuzzy Systems; 1.2 Mamdani Fuzzy Rule-Based Systems; 1.3 Takagi-Sugeno-Kang Fuzzy Rule-Based Systems; 1.4 Generation of the Fuzzy Rule Set; 1.5 Applying Fuzzy Rule-Based Systems; Chapter 2 Evolutionary Computation; 2.1 Conceptual Foundations of Evolutionary Computation; 2.2 Genetic Algorithms; 2.3 Other Evolutionary Algorithms; Chapter 3 Introduction to Genetic Fuzzy Systems; 3.1 Soft Computing; 3.2 Hybridisation in Soft Computing; 3.3 Integration of Evolutionary Algorithms and Fuzzy Logic…”
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72
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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73
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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74
Battery management systems. Volume I, Battery modeling
Published 2015Full text (MFA users only)
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Fast sequential Monte Carlo methods for counting and optimization
Published 2013Full text (MFA users only)
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Rediscovering mathematics : you do the math
Published 2011Full text (MFA users only)
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Visual Data Mining : The VisMiner Approach.
Published 2012Table of Contents: “…Regression Analysis -- The Regression Model -- Correlation and Causation -- Algorithms for Regression Analysis -- Assessing Regression Model Performance -- Model Validity -- Looking Beyond R2 -- Polynomial Regression -- Artificial Neural Networks for Regression Analysis -- Dataset Preparation -- Tutorial -- A Regression Model for Home Appraisal -- Modeling with the Right Set of Observations -- Exercise 6.1 -- ANN Modeling -- The Advantage of ANN Regression -- Top-Down Attribute Selection -- Issues in Model Interpretation -- Model Validation -- Model Application -- Summary…”
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