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181
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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182
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183
Slantwise moves : games, literature, and social invention in nineteenth-century America
Published 2018Full text (MFA users only)
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184
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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185
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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186
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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187
Optimization in polymer processing
Published 2011Table of Contents: “…INTRODUCTION ; 2. STATE-OF-THE-ART ; 3. OPTIMIZATION METHODOLOGY.…”
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188
Communicating process architectures 2009 : WoTUG-32
Published 2009Full text (MFA users only)
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189
Introduction to network security : theory and practice
Published 2015Table of Contents: “…Front Matter -- Network Security Overview -- Data Encryption Algorithms -- Public-Key Cryptography and Key Management -- Data Authentication -- Network Security Protocols in Practice -- Wireless Network Security -- Cloud Security -- Network Perimeter Security -- Intrusion Detections -- The Art of Anti-Malicious Software -- 7-bit ASCII code -- SHA-512 Constants (in Hexadecimal) -- Data Compression Using ZIP -- Base64 Encoding -- Cracking WEP Keys Using WEPCrack -- Acronyms -- Further Readings -- Index.…”
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190
Medical and Care Compunetics 2 : Medical and Care Compunetics 2.
Published 2005Full text (MFA users only)
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191
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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193
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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194
Behavioral formation : volatile design processes & the emergence of a strange specificity
Published 2021Table of Contents: “…Intro -- ACKNOWLEDGMENTS -- PREFACE -- INTRODUCTION -- BEHAVIORAL METHODOLOGIES -- FIBROUS ASSEMBLAGES -- FIBROUS TOWER -- POLYSCALAR TECTONICS -- MULTI-AGENT ALGORITHMS -- AGENTBODIES -- BABIY YAR MEMORIAL -- MANIFOLD SWARMS -- RMIT MACE -- BEHAVIORAL COMPOSITES -- COMPOSITE SWARM -- COMPOSITE WING -- RMIT MEETING PAVILION -- AGENTBODY PROTOTYPES -- NGV PAVILION -- STRIATED POLYMERS -- VOLATILITY -- AGENCY OF STRUCTURE -- STRANGE FEEDBACK -- YEOSU PAVILION -- NATIONAL ART MUSEUM OF CHINA -- STRANGE SPECIFICITY -- PAINTERLY FORMATION -- STIGMERGIC ROBOTICS -- CATALOG OF PROJECTS -- GLOSSARY OF TERMS -- BIBLIOGRAPHY.…”
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195
Optimization advances in electric power systems
Published 2008Table of Contents: “…Unreliability Costs -- 3.5. Proposed Algorithms -- 3.5.1. ES and TS Algorithms -- 3.5.2. …”
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196
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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Debates in the digital humanities 2016
Published 2016Table of Contents: “…The Differences Between Digital Humanities and Digital History / Stephen Robertson -- Digital History Perpetual Future Tense / Cameron Blevins -- Collections and/of Data: Art History and the Art Museum in the DH Mode / Matthew Battles and Michael Maizels -- Archaeology, the Digital Humanities, and the "Big Tent" / Ethan Watrall ; Navigating the Global Digital Humanities: Insights from Black Feminism / Roopika Risam. …”
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199
Machine Learning with Core ML : an IOS Developer's Guide to Implementing Machine Learning in Mobile Apps.
Published 2018Table of Contents: “…Learning algorithms Auto insurance in Sweden; Supported learning algorithms; Considerations ; Summary; Chapter 3: Recognizing Objects in the World; Understanding images; Recognizing objects in the world; Capturing data ; Preprocessing the data; Performing inference ; Summary ; Chapter 4: Emotion Detection with CNNs; Facial expressions; Input data and preprocessing ; Bringing it all together; Summary ; Chapter 5: Locating Objects in the World; Object localization and object detection ; Converting Keras Tiny YOLO to Core ML; Making it easier to find photos; Optimizing with batches; Summary.…”
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200
Learning Geospatial Analysis with Python - Second Edition.
Published 2015Full text (MFA users only)
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