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121
Discrete Mathematics for Computer Science : An Example-Based Introduction.
Published 2021Table of Contents: “…Cover -- Half Title -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- CHAPTER 1: Introduction to Algorithms -- 1.1. WHAT ARE ALGORITHMS? -- 1.2. CONTROL STRUCTURES -- 1.3. …”
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122
Computational Systems Bioinformatics - Proceedings Of The Conference Csb 2006.
Published 2006Full text (MFA users only)
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123
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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124
Optimization advances in electric power systems
Published 2008Table of Contents: “…Application to TEP Problems -- 2.3. Ant Colony Optimization -- 2.3.1. Basics Concepts -- 2.3.2. …”
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125
Reconstructing evolution : new mathematical and computational advances
Published 2007Full text (MFA users only)
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126
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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127
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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128
Optimization techniques and applications with examples
Published 2018Full text (MFA users only)
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129
On Posthuman War : Computation and Military Violence.
Published 2017Table of Contents: “…Census politics and the coming white minority -- The graveyard of the human race -- Race war -- The algorithmic unconscious -- War anthropology -- The human terrain system program -- Data as physical transmission -- National character study in World War II -- Counterinsurgency theory and Vietnam -- Quantum systems and asymmetrical war -- White Afghans -- War neuroscience -- The functional combatant -- Living matter -- Cartography and virtual reality -- The human brain as image generator -- Opto-electronics -- Virtuality and war -- White matter…”
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130
On posthuman war : computation and military violence
Published 2022Table of Contents: “…Census politics and the coming white minority -- The graveyard of the human race -- Race war -- The algorithmic unconscious -- War anthropology -- The human terrain system program -- Data as physical transmission -- National character study in World War II -- Counterinsurgency theory and Vietnam -- Quantum systems and asymmetrical war -- White Afghans -- War neuroscience -- The functional combatant -- Living matter -- Cartography and virtual reality -- The human brain as image generator -- Opto-electronics -- Virtuality and war -- White matter.…”
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131
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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132
Fundamentals of Matrix Analysis with Applications.
Published 2015Table of Contents: “…Fixed-Point Methods -- PART II INTRODUCTION: THE STRUCTURE OF GENERAL SOLUTIONS TO LINEAR ALGEBRAIC EQUATIONS -- Chapter 3 Vector Spaces -- 3.1 General Spaces, Subspaces, and Spans -- 3.2 Linear Dependence -- 3.3 Bases, Dimension, and Rank -- 3.4 Summary -- Chapter 4 Orthogonality -- 4.1 Orthogonal Vectors and the Gram-Schmidt Algorithm -- 4.2 Orthogonal Matrices -- 4.3 Least Squares -- 4.4 Function Spaces…”
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133
Media Backends : Digital Infrastructures and Sociotechnical Relations.
Published 2023Full text (MFA users only)
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134
Machine learning : a Bayesian and optimization perspective
Published 2020Full text (MFA users only)
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135
Computational ecology : graphs, networks and agent-based modeling
Published 2012Table of Contents: “…Trees and planar graphs -- 5. Algorithms of graphs -- 6. Directed graphs -- Part II. …”
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136
Wavelet theory approach to pattern recognition
Published 2009Table of Contents: “…The construction of biorthonormal wavelet bases. 3.4. S. mallat algorithms -- ch. 4. Some typical wavelet bases. 4.1. …”
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137
Real life applications of soft computing
Published 2010Table of Contents: “…SOFT COMPUTING CONCEPTS; Introduction; Artificial Neural Network -- I; Artificial Neural Network -- II; Fuzzy Inference Systems; Evolutionary Algorithms; Hybrid Systems SOFT COMPUTING IN BIO SYSTEMS ; Physiological Biometrics; Behavioral Biometrics; Fusion Methods in Biometrics; Bioinformatics; Biomedical Systems -- I; Biomedical Systems -- II SOFT COMPUTING IN OTHER APPLICATION AREAS; Legal Threat Assessment; Robotic Path Planning and Navigation Control; Character Recognition; Picture Learning; Other Real Life Application SOFT COMPUTING IMPLEMENTATION ISSUES ; Parallel Implementation of Artificial Neural Networks; A Guide for Problem Solving using Soft Computing APPENDICES; Appendix A: MATLAB GUI for Soft Computing; Appendix B: MATLAB Source Codes for Soft Computing; Appendix C: Book Website.…”
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138
QoS and Energy Management in Cognitive Radio Network : Case Study Approach.
Published 2016Table of Contents: “…1.6.1 Channel Selection in CR Based Infrastructure Network1.6.2 Channel Selection in CR Based Ad-hoc Network; 1.7 MAC Protocols for Cognitive Radio Networks; 1.7.1 Random Access Based MAC Scheme; 1.7.2 Time-Slotted Based MAC Scheme; 1.8 Self-coexistence in Cognitive Radio Networks; 1.8.1 Resource Relocation Based Self-coexistence; 1.8.2 Resource Sharing Based Self-coexistence; 1.9 Discussion; References; 2 Cognitive Radio Network- A Review; 2.1 Spectrum Management; 2.1.1 Ant Colony Optimization Based Spectrum Management; 2.1.2 Non-linear Optimization Based Spectrum Management.…”
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