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121
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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122
Fuzzy neural network theory and application
Published 2004Table of Contents: “…Chapter II Fuzzy Neural Networks for Storing and ClassifyingS2.1 Two layer max-min fuzzy associative memory; 2.1.1 FAM with threshold; 2.1.2 Simulation example; S2.2 Fuzzy 6-learning algorithm; 2.2.1 FAM's based on 'V -- / '; 2.2.2 FAM's based on 'V -- *'; S2.3 BP learning algorithm of FAM's; 2.3.1 Two analytic functions; 2.3.2 BP learning algorithm; S2.4 Fuzzy ART and fuzzy ARTMAP; 2.4.1 ART1 architecture; 2.4.2 Fuzzy ART; 2.4.3 Fuzzy ARTMAP; 2.4.4 Real examples; References; Chapter III Fuzzy Associative Memory-Feedback Networks; S3.1 Fuzzy Hopfield networks.…”
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123
Photography from the Turin Shroud to the Turing Machine.
Published 2019Table of Contents: “…The Landscapes of Code -- 5. Photography as Algorithmic Art -- Conclusion -- References -- Index -- Back Cover…”
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124
Compressed sensing : theory and applications
Published 2012Full text (MFA users only)
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125
Focus on artificial neural networks
Published 2011Table of Contents: “…ARTIFICIAL NEURAL NETWORKS (ANNS) -- 3. MICROEMULSIONS -- 4. APPLICATION OF ANNS IN THE DEVELOPMENT OF MICROEMULSION DRUG DELIVERY SYSTEMS -- 4.1. …”
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126
Industrial control systems
Published 2011Table of Contents: “…EXTRACTIVE FERMENTATION PROCESS FOR BIOETHANOL PRODUCTION ; 3. PLANT MODEL BASED ON ANN ; 3.1. ANN Configurations.…”
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127
Polynomial root-finding and polynomiography
Published 2009Table of Contents: “…Approximation of square-roots and their visualizations -- The fundamental theorem of algebra and a special case of Taylor's theorem -- Introduction to the basic family and polynomiography -- Equivalent formulations of the basic family -- Basic family as dynamical system -- Fixed points of the basic family -- Algebraic derivation of the basic family and characterizations -- The truncated basic family and the case of Halley family -- Characterizations of solutions of homogeneous linear recurrence relations -- Generalization of Taylor's theorem and Newton's method -- The multipoint basic family and its order of convergence -- A computational study of the multipoint basic family -- A general determinantal lower bound -- Formulas for approximation of pi based on root-finding algorithms -- Bounds on roots of polynomials and analytic functions -- A geometric optimization and its algebraic offsprings -- Polynomiography : algorithms for visualization of polynomial equations -- Visualization of homogeneous linear recurrence relations -- Applications of polynomiography in art, education, science, and mathematics -- Approximation of square-roots revisited -- Further applications and extensions of the basic family and polynomiography.…”
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128
Advances in Computational Intelligence : Theory & Applications
Published 2006Table of Contents: “…Wang -- 8. Ant colony algorithms: the state-of-the-art / J. Zhang, J. Xu, and S. …”
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129
Experiencing architecture in the nineteenth century : buildings and society in the modern age
Published 2019Table of Contents: “…Chapter 3: Architecture of the mind: Imparting Californian identity through architectural experience on the early Stanford University campusThe art museum at the heart of the university; Memorial Church: Moulding the spirit through art; The partial destruction of the campus and its legacy in American design; Chapter 4: The architecture of art education: Provincial art schools in Britain, 1850-1914; Chapter 5: Rooms and galleries: Spaces of art in the nineteenth century; The experience of the museum; The experience of the private collection.…”
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130
Media Backends : Digital Infrastructures and Sociotechnical Relations.
Published 2023Full text (MFA users only)
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131
Optimization techniques and applications with examples
Published 2018Full text (MFA users only)
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132
Pattern discovery in biomolecular data : tools, techniques, and applications
Published 1999Table of Contents: “…Discovering patterns in DNA sequences by the algorithmic significance method / Aleksandar Milosavljevic -- Assembling blocks / Jorja G. …”
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133
Pattern Recognition in Computational Molecular Biology : Techniques and Approaches
Published 2015Table of Contents: “…Wiley Series; Title Page; Copyright; Table of Contents; List of Contributors; Preface; Part 1: Pattern Recognition in Sequences; Chapter 1: Combinatorial Haplotyping Problems; 1.1 Introduction; 1.2 Single Individual Haplotyping; 1.3 Population Haplotyping; References; Chapter 2: Algorithmic Perspectives of the String Barcoding Problems; 2.1 Introduction; 2.2 Summary of Algorithmic Complexity Results for Barcoding Problems; 2.3 Entropy-Based Information Content Technique for Designing Approximation Algorithms for String Barcoding Problems.…”
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135
Principles of artificial neural networks
Published 2013Table of Contents: “…Fundamentals of biological neural networks -- ch. 3. Basic principles of ANNs and their early structures. 3.1. Basic principles of ANN design. 3.2. …”
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137
Slantwise moves : games, literature, and social invention in nineteenth-century America
Published 2018Full text (MFA users only)
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138
Learning OWL class expressions
Published 2010Table of Contents: “…Refinement Operator Based OWL Learning Algorithms; OCEL (OWL Class Expression Learner); Redundancy Elimination; Creating a Full Learning Algorithm; ELTL (EL Tree Learner)…”
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139
Insect media : an archaeology of animals and technology
Published 2010Table of Contents: “…Introduction: insects in the age of technology -- Nineteenth-century insect technics the uncanny affects of insects -- Genesis of form: insect architecture and swarms -- Technics of nature and temporality: Uexküll's ethology -- Metamorphosis, intensity, and devouring space: elements for an insect game theory -- Intermezzo -- Animal ensembles, robotic affects: bees, milieus, and individuation -- Biomorphs and boids: swarming algorithms -- Sexual selection in the biodigital: teknolust and the weird life of SRAs -- Epilogue insect media as an art of transmutation.…”
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140
An Eulerian Discontinuous Galerkin Method for the Numerical Simulation of Interfacial Transport.
Published 2017Table of Contents: “…List of Figures; Nomenclature; List of Tables; Nomenclature; 1 Introduction; 2 Equations of the Physical Model; 3 State of the Art of Numerical Methods; 4 An Introduction to DG Methods; 5 New Conservation Laws of SurfaceTransport Equations; 6 Exact Solutions to the Interfacial Surfactant Transport Equation; 7 A Narrow Band Method for the Eulerian Approach; 8 The Eulerian DG Algorithm and Numerical Results; 9 Conclusion; A Appendix.…”
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