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281
Hands-On Reinforcement Learning with Python : Master Reinforcement and Deep Reinforcement Learning Using OpenAI Gym and TensorFlow.
Published 2018Table of Contents: “…Solving the taxi problem using Q learningSARSA; Solving the taxi problem using SARSA; The difference between Q learning and SARSA; Summary; Questions; Further reading; Chapter 6: Multi-Armed Bandit Problem; The MAB problem; The epsilon-greedy policy; The softmax exploration algorithm; The upper confidence bound algorithm; The Thompson sampling algorithm; Applications of MAB; Identifying the right advertisement banner using MAB; Contextual bandits; Summary; Questions; Further reading; Chapter 7: Deep Learning Fundamentals; Artificial neurons; ANNs; Input layer; Hidden layer; Output layer.…”
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282
Constraint Solving over Multi-valued Logics : Application to Digital Circuits.
Published 2002Table of Contents: “…-- 3.2 Test Generation -- 3.3 TG Modelling Approaches and Algorithms.…”
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283
HTML5 Multimedia Development Cookbook.
Published 2011Table of Contents: “…More flexible footer contentApplying the outline algorithm; Getting ready; How to do it ... ; How it works ... ; There's more ... ; Are you sure?…”
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284
Circuit analysis
Published 2011Table of Contents: “…CIRCUIT ANALYSIS; ELECTRICAL ENGINEERINGDEVELOPMENTS; CONTENTS; PREFACE; ELEMENT STAMP ALGORITHM FOR MATRIXFORMULATION OF SYMBOLIC CIRCUITS; Abstract; 1. …”
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285
From text to political positions : text analysis across disciplines
Published 2014Table of Contents: “…Conditional probabilities and associative framing ; Semantic network analysis.…”
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286
Challenges in information technology management
Published 2008Table of Contents: “…Improved data mining algorithms for frequent patterns with composite items / Ke Wang, James N.K. …”
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287
Meeting security challenges through data analytics and decision support
Published 2016Table of Contents: “…Counter Terrorism: Methodology and Applications; Arguing About Uncertain Heterogeneous Information for Threat Assessment; Intelligence Analysis: Needs and Solutions; Building Agile Human/Machine Teams with Controlled Natural Language; Military Usages of Speech and Language Technologies: A Review; Comparative Studies on Using Semantic Filtering for Open Relation Identification; Towards an Integration of Fusion of Information and Analytics Technologies (FIAT) to Improve Dependability and Security in Complex Systems; Data Fusion and Response Management.…”
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288
On the Shoulders of Giants : New Approaches to Numeracy.
Published 1990Table of Contents: “…""Planes and Surfaces""""Three-Dimensional Space""; ""Higher-Dimensional Spaces""; ""CONFIGURATION SPACES""; ""The Fourth Dimension""; ""Statics and Dynamics""; ""SLICING IN DIFFERENT DIMENSIONS""; ""Visitors from Higher Dimensions""; ""COUNTING COMBINATIONS""; ""Counting Triangles""; ""Counting Squares and Cubes""; ""Seeking Patterns""; ""REFERENCES AND RECOMMENDED READING""; ""Quantity""; ""QUANTITY IN SCHOOL MATHEMATICS""; ""Influence of Technology""; ""Influence of Applications""; ""Influence of Psychological Research""; ""FUNDAMENTAL CONCEPTS""; ""Numbers and Operations""…”
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289
Fuzzy systems and data mining II : proceedings of FSDM 2016
Published 2016Table of Contents: “…Adaptive Fuzzy Sliding-Mode Control of Robot and SimulationHesitant Bipolar Fuzzy Set and Its Application in Decision Making; Chance Constrained Twin Support Vector Machine for Uncertain Pattern Classification; Set-Theoretic Kripke-Style Semantics for Monoidal T-Norm (Based) Logics; Data Mining; Dynamic Itemset Mining Under Multiple Support Thresholds; Deep Learning with Large Scale Dataset for Credit Card Data Analysis; Probabilistic Frequent Itemset Mining Algorithm over Uncertain Databases with Sampling; Priority Guaranteed and Energy Efficient Routing in Data Center Networks.…”
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290
Smart buildings, smart communities and demand response
Published 2021Table of Contents: “…Demand Response in Smart Zero Energy Buildings and Grids / Nikos Kampelis -- DR in Smart and Near-zero Energy Buildings: The Leaf Community / Nikos Kampelis, Konstantinos Gobakis, Vagias Vagias, Denia Kolokotsa, Laura Standardi, Daniela Isidori, Cristina Cristalli, Fabio Maria Montagnino, Filippo Paredes, Pietro Muratore, Luca Venezia, Marina Kyprianou Dracou, Alaric Montenon, Andri Pyrgou, Theoni Karlessi, Mattheos Santamouris -- Performance of Industrial and Residential Near-zero Energy Buildings / Nikos Kampelis, Konstantinos Gobakis, Vagias Vagias, Denia Kolokotsa, Laura Standardi, Daniela Isidori, Cristina Cristalli, Fabio Maria Montagnino, Filippo Paredes, Pietro Muratore, Luca Venezia, Marina Kyprianou Dracou, Alaric Montenon, Andri Pyrgou, Theoni Karlessi, Mattheos Santamouris -- HVAC Optimization Genetic Algorithm for Industrial Near-Zero Energy Building Demand Response / Nikos Kampelis, Nikolaos Sifakis, Denia Kolokotsa, Konstantinos Gobakis, Konstantinos Kalaitzakis, Daniela Isidori, Cristina Cristalli -- Smart Grid/Community Load Shifting GA Optimization Based on Day-ahead ANN Power Predictions / Nikos Kampelis, Elisavet Tsekeri, Denia Kolokotsa, Konstantinos Kalaitzakis, Daniela Isidori, Cristina Cristalli -- Conclusions and Recommendations.…”
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291
Sound Visualization and Manipulation.
Published 2013Table of Contents: “…1.6.3 Integral Approach Using Green's Function1.7 Solutions of the Wave Equation; 1.7.1 Plane Wave; 1.7.2 Spherical Wave; 1.8 Chapter Summary; References; Chapter 2 Radiation, Scattering, and Diffraction; 2.1 Introduction/Study Objectives; 2.2 Radiation of a Breathing Sphere and a Trembling Sphere; 2.3 Radiation from a Baffled Piston; 2.4 Radiation from a Finite Vibrating Plate; 2.5 Diffraction and Scattering; 2.6 Chapter Summary; 2.7 Essentials of Radiation, Scattering, and Diffraction; 2.7.1 Radiated Sound Field from an Infinitely Baffled Circular Piston.…”
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292
Optimization for machine learning
Published 2012Table of Contents: “…Nemirovski -- Cutting-plane methods in machine learning / V. Franc, S. …”
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293
Small Unmanned Aircraft : Theory and Practice
Published 2012Table of Contents: “…9.6 Design Project10 Straight-line and Orbit Following; 10.1 Straight-line Path Following; 10.2 Orbit Following; 10.3 Chapter Summary; 10.4 Design Project; 11 Path Manager; 11.1 Transitions Between Waypoints; 11.2 Dubins Paths; 11.3 Chapter Summary; 11.4 Design Project; 12 Path Planning; 12.1 Point-to-Point Algorithms; 12.2 Coverage Algorithms; 12.3 Chapter Summary; 12.4 Design Project; 13 Vision-guided Navigation; 13.1 Gimbal and Camera Frames and Projective Geometry; 13.2 Gimbal Pointing; 13.3 Geolocation; 13.4 Estimating Target Motion in the Image Plane; 13.5 Time to Collision.…”
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294
Numerical simulation of waves and fronts in inhomogeneous solids
Published 2008Table of Contents: “…Jump relations. 4.4. Wave-propagation algorithm: an example of finite volume methods. 4.5. …”
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295
Common musculoskeletal problems : a handbook
Published 2015Full text (MFA users only)
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296
Foundations of decision-making agents : logic, probability and modality
Published 2008Table of Contents: “…Complexity of inference algorithms. 6.9. Acquisition of probabilities. 6.10. …”
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297
Inverse and ill-posed problems : theory and applications
Published 2011Table of Contents: “…Pseudo-solutions; 3.2 Regularization method; 3.3 Criteria for choosing the regularization parameter; 3.4 Iterative regularization algorithms; 3.5 Singular value decomposition; 3.6 The singular value decomposition algorithm and the Godunov method; 3.7 The square root method; 3.8 Exercises; 4 Integral equations; 4.1 Fredholm integral equations of the first kind; 4.2 Regularization of linear Volterra integral equations of the first kind.…”
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298
Elementary linear programming with applications
Published 1995Table of Contents: “…Integer Programming; 4.1 Examples; 4.2 Cutting Plane Methods; 4.3 Branch and Bound Methods; 4.4 Computer Aspects (Optional); Further Reading.…”
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299
Artificial Neural Network Applications for Software Reliability Prediction.
Published 2017Full text (MFA users only)
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300
Artificial intelligent techniques for electric and hybrid electric vehicles
Published 2020Table of Contents: “…2.6 PID Controller -- 2.7 Fuzzy Control -- 2.8 Auto-Tuning Type Fuzzy PID Controller -- 2.9 Genetic Algorithm -- 2.10 Artificial Neural Network-Based Controller -- 2.11 BLDC Motor Speed Controller With ANN-Based PID Controller -- 2.11.1 PID Controller-Based on Neuro Action -- 2.11.2 ANN-Based on PID Controller -- 2.12 Analysis of Different Speed Controllers -- 2.13 Conclusion -- References -- Chapter 3 Optimization Techniques Used in Active Magnetic Bearing System for Electric Vehicles -- 3.1 Introduction -- 3.2 Basic Components of an Active Magnetic Bearing (AMB) -- 3.2.1 Electromagnet Actuator…”
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