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201
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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202
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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203
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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204
Sentient Enterprise The Evolution of Business Decision-making.
Published 2017Full text (MFA users only)
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205
Computational text analysis for functional genomics and bioinformatics
Published 2006Full text (MFA users only)
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206
Bioinformatics and Functional Genomics.
Published 2015Table of Contents: “…BLAST SEARCH STRATEGIES -- USING BLAST FOR GENE DISCOVERY: FIND-A-GENE -- PERSPECTIVE -- PITFALLS -- ADVICE FOR STUDENTS -- WEB RESOURCES -- DISCUSSION QUESTIONS -- SELF-TEST QUIZ -- SUGGESTED READING -- REFERENCES -- CHAPTER 5 Advanced Database Searching -- INTRODUCTION -- SPECIALIZED BLAST SITES -- FINDING DISTANTLY RELATED PROTEINS: POSITION-SPECIFIC ITERATED BLAST (PSI-BLAST) AND DELTA-BLAST -- PROFILE SEARCHES: HIDDEN MARKOV MODELS -- BLAST-LIKE ALIGNMENT TOOLS TO SEARCH GENOMIC DNA RAPIDLY -- ALIGNING NEXT-GENERATION SEQUENCE (NGS) READS TO A REFERENCE GENOME -- PERSPECTIVE -- PITFALLS…”
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207
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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208
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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209
The Oil Spill Recovery Institute : past, present, and future directions
Published 2003Table of Contents: “…STATUS OF NOWCAST/FORECAST MODEL COMPONENTS -- Hydrodynamics Model -- Atmospheric Model -- Oil Spill Trajectory and Fates Model -- Biological Effects Modeling -- SCIENTIFIC SIGNIFICANCE AND IMPORTANCE -- FUTURE DIRECTIONS -- Hydrodynamics and Transport in Oil Spill Model -- Chemistry and Oil-Weathering Algorithms -- Spreading -- Evaporation from (Thicker) Emulsified Oil -- Emulsification -- Dispersed Oil Droplet-SPM Interactions -- Biological Effects -- SUMMARY -- 8 Education and Outreach Activities -- FUTURE DIRECTIONS -- 9 Findings and Recommendations -- STRATEGIC PLANNING -- PROGRAM BALANCE AND RESPONSIVENESS TO MISSION -- MODELING AND REAL-TIME OIL SPILL RESPONSE -- GEOGRAPHIC FOCUS -- PROGRAM OVERSIGHT -- FAIRNESS ISSUES -- ACTIONS NEEDED -- ORGANIZATION AND ADMINISTRATION -- GRANT AWARD POLICIES AND PROCEDURES -- PROGRAM PLANNING -- PREDICTIVE ECOLOGY -- APPLIED TECHNOLOGY -- PROGRAM BALANCE -- MODELING -- EDUCATION AND OUTREACH -- References -- Appendixes -- A Committee Biosketches -- B OSRI Bylaws -- Table of Contents -- Article I. …”
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Datafied society : studying culture through data
Published 2017Full text (MFA users only)
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213
Bladder Cancer : diagnosis and clinical management
Published 2015Full text (MFA users only)
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214
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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215
Cognitive foundations of musical pitch
Published 2001Table of Contents: “…Statistical analyses of tonal compositions Tonal distributions and tonal hierarchies; Tonal hierarchies, tonal consonance, and tonal distributions; 4. A KEY-FINDING ALGORITHM BASED ON TONAL HIERARCHIES; The key-finding algorithm; Application I: initial segments of preludes of J.S. …”
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216
Industrial and Applied Mathematics in China.
Published 2014Table of Contents: “…Mathematical Problems in System-on-Chip Design and ManufactureA New Reconstruction Algorithm for Cone-beam CT with Unilateral Off-centered RT Multi-scan; Bioluminescence Tomography Reconstruction by Radial Basis Function Collocation Method.…”
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217
Multi-Objective Optimization in Chemical Engineering : Developments and Applications.
Published 2013Full text (MFA users only)
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218
Adaptive phased array thermotherapy for cancer
Published 2009Full text (MFA users only)
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219
Computational ecology : graphs, networks and agent-based modeling
Published 2012Table of Contents: “…Paton's fundamental circuit finding algorithm; 1.2.2. Chan's circuit matrix algorithm; 1.3. …”
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220
Apache Spark Machine Learning Blueprints.
Published 2016Full text (MFA users only)
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