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281
Reservoir engineering in modern oilfields : vertical, deviated, horizontal, and multilateral well systems
Published 2016Table of Contents: “…Stratigraphic grids, drilling dome-shaped structures.…”
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Electronic eBook -
282
Regression Analysis : Theory, Methods, and Applications
Published 1990Table of Contents: “…Random Variables -- B.1.2 Correlated Random Variables -- B.1.3 Sample Statistics -- B.1.4 Linear Combinations of Random Variables -- B.2 Random Vectors -- B.3 The Multivariate Normal Distribution -- B.4 The Chi-Square Distributions -- B.5 The F and t Distributions -- B.6 Jacobian of Transformations -- B.7 Multiple Correlation -- Problems -- C Nonlinear Least Squares -- C.1 Gauss-Newton Type Algorithms -- C.1.1 The Gauss-Newton Procedure -- C.1.2 Step Halving -- C.1.3 Starting Values and Derivatives -- C.1.4 Marquardt Procedure -- C.2 Some Other Algorithms -- C.2.1 Steepest Descent Method -- C.2.2 Quasi-Newton Algorithms -- C.2.3 The Simplex Method -- C.2.4 Weighting -- C.3 Pitfalls -- C.4 Bias, Confidence Regions and Measures of Fit -- C.5 Examples -- Problems -- Tables -- References -- Author Index.…”
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283
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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284
Curves and Surfaces for CAGD : a Practical Guide.
Published 2001Table of Contents: “…Coons Patches; Chapter 23. Shape; Chapter 24. Evaluation of Some Methods; App.…”
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285
Hands-On Automated Machine Learning : a beginner's guide to building automated machine learning systems using AutoML and Python.
Published 2018Table of Contents: “…; Why use AutoML and how does it help?; When do you automate ML?; What will you learn?; Core components of AutoML systems; Automated feature preprocessing; Automated algorithm selection; Hyperparameter optimization; Building prototype subsystems for each component; Putting it all together as an end-to-end AutoML system; Overview of AutoML libraries; Featuretools; Auto-sklearn; MLBox; TPOT; Summary.…”
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286
Novel Trends in Production Devices and Systems II : Special Topic Volume with Invited Peer Reviewed Papers Only
Published 2014Table of Contents: “…Input Control in Production System by Simulation OptimizationThe Options of Using Data Mining Methods in Process Control; Synographical Approach to Dynamical Systems Analysis; Optimization of Technical System by Using FTA and Genetic Algorithm; Improving the Sustainability and Effectiveness of the Inventory Management in Manufacturing Company; Improving the Quality of Manufacturing Process through Six Sigma Application in the Automotive Industry; Genetic Algorithms in Test Design Automation; Reflections on the Opportunities of Multicriteria Optimization within Simulation Studies.…”
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287
Atlas of AI : power, politics, and the planetary costs of artificial intelligence
Published 2021Full text (MFA users only)
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288
Swift 2 design patterns : build robust and scalable iOS and Mac OS X game applications
Published 2015Full text (MFA users only)
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289
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291
Bladder Cancer : diagnosis and clinical management
Published 2015Full text (MFA users only)
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292
Emergence and collapse of early villages : models of central mesa verde archaeology
Published 2012Full text (MFA users only)
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293
Constraint Solving over Multi-valued Logics : Application to Digital Circuits.
Published 2002Full text (MFA users only)
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294
Personality Revolution : Using AI to Understand Your Customers and Win More Business.
Published 2019Table of Contents: “…Cover; Title Page; Copyright Page; Contents; Introduction; Doubting the Usefulness of Personality Models; Joining the Personality Revolution; PART I The Truth About Personality: Making sense of human behavior in an unpredictable world; Chapter 1 The High Cost of Not Understanding People; Flying Blind in a Complicated World; Seeing Others Through the Lens of Personality; What Happens When Personalities Clash; How Crystal Got Started; Chapter 2 The Ingredients of a Unique Personality; Where Do Personality Differences Come From?…”
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295
Advances in structures analysis : special topic volume with invited peer reviewed papers only
Published 2011Full text (MFA users only)
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296
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297
From science to computational sciences : studies in the history of computing and its influence on today's sciences
Published 2011Table of Contents: “…Explanatory and Predictive Functions of Simulation Modelling Case: Haemophilus Influenzae Type b Dynamic Transmission Models / Erika MansnerusResearch Technology, the Computer, and Scientific Advance / Renate Mayntz; Shaping Reality with Algorithms: The Earth System / Johann Feichter; Uncertainty in Grammar / The Grammar of Uncertainty: Some Remarks on the Future Perfect / Peter Bexte; IV. …”
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298
Computing the homology of the lambda algebra
Published 1985Table of Contents: “…Corollaries to the structure formulas""; ""2.6. Tri-grading when p is odd""; ""2.7. The endomorphism Î?""; ""2.8. …”
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299
Cystic Tumors of the Pancreas : Diagnosis and Treatment
Published 2016Full text (MFA users only)
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300