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321
The Maudsley Prescribing Guidelines in Psychiatry
Published 2012Full text (MFA users only)
Electronic eBook -
322
Applied data analytics : principles and applications
Published 2020Full text (MFA users only)
Electronic eBook -
323
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324
Handbook of statistical analysis and data mining applications
Published 2009Table of Contents: “…Basic Algorithms -- Chapter 8: Advanced Algorithms -- Chapter 9. …”
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325
Explorations in Computing : an Introduction to Computer Science.
Published 2010Full text (MFA users only)
Electronic eBook -
326
Computational intelligence in aerospace sciences
Published 2014Table of Contents: “…Guenov, Mrco Nunez, Arturo Molina-Cristóbal, Vis Sripawadkul, varun Datta and Atif Riaz ; Surrogate modeling in the service of multidisciplinary design / Stephen Powell and András Sóbester ; Multidisciplinary design optimization of aerospace transportation systems / Edmondo Minisci and Massimilliano Vasile -- Aerodynamics optimization: Aerodynamic shape design using evolutionary computation : a tutorial with examples and case studies / Domenico Quagliarella ; Multiobjective design optimization using Nash games / Jean-Antoine Désidéri and Régis Duvigneau ; Design rule extraction using multiobjective design exploration / Shigeru Obayashi -- Space trajectory design: Automated interplanetary mission planning / Jacob Englander and Bruce Conway ; On the global optimization of multigravity assist trajectories with evolutionary algorithms / Massimilliano Vasile and Edmondo Minisci, Marco Locatelli ; An incremental algorithm for the optimization of multiple gravity assist trajectories / Massimilliano Vasile, Matteo Ceriotti, Victor M. …”
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327
Metaheuristic applications in structures and infrastructures
Published 2013Full text (MFA users only)
Electronic eBook -
328
Principles of Quantum Computation and Information, Volume I : Basic Concepts.
Published 2004Table of Contents: “…Quantum phase estimation. 3.13. Finding eigenvalues and eigenvectors. 3.14. Period finding and Shor's algorithm. 3.15. …”
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329
Social sensing : building reliable systems on unreliable data
Published 2015Table of Contents: “…4.3.2 Source Credibility4.4 The Iterative Algorithm; 4.5 Examples and Results; 4.6 Discussion; Appendix; Chapter 5: Social Sensing: A maximum likelihood estimation approach; 5.1 The Social Sensing Problem; 5.2 Expectation Maximization; 5.2.1 Background; 5.2.2 Mathematical Formulation; 5.2.3 Deriving the E-Step and M-Step; 5.3 The EM Fact-Finding Algorithm; 5.4 Examples and Results; 5.4.1 A Simulation Study; 5.4.2 A Geotagging Case Study; 5.4.3 A Real World Application; 5.5 Discussion; Chapter 6: Confidence bounds in social sensing; 6.1 The Reliability Assurance Problem.…”
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330
Knowledge discovery for business information systems
Published 2001Table of Contents: “…An Entropy Measure for Continuous and Nominal Data Types -- 4. Algorithm to Find Important Variables -- 5. Experimental Studies -- 6. …”
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331
Parts-feeding systems for assembly : organisation, logistics and automation
Published 2015Table of Contents: “…A model for kitting operations planningRobust optimization approach to production system with failure in rework and breakdown under uncertainty: evolutionary methods; Re-layout of an assembly area: a case study at Bosch Rexroth Oil Control; A simple mechanical measurement system for the posture evaluation of wing components using the PSO and ICP algorithms; Implementation framework for a fully flexible assembly system (F-FAS); A genetic algorithm for supermarket location problem; New Kanban model for tow-train feeding system design.…”
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332
3D face modeling, analysis and recognition
Published 2013Table of Contents: “…3.5.4 Extension to Facial Surfaces Shape Analysis3.6 The Dense Scalar Field (DSF); 3.7 Statistical Shape Analysis; 3.7.1 Statistics on Manifolds: Karcher Mean; 3.7.2 Learning Statistical Models in Shape Space; 3.8 Applications of Statistical Shape Analysis; 3.8.1 3D Face Restoration; 3.8.2 Hierarchical Organization of Facial Shapes; 3.9 The Iso-geodesic Stripes; 3.9.1 Extraction of Facial Stripes; 3.9.2 Computing Relationships between Facial Stripes; 3.9.3 Face Representation and Matching Using Iso-geodesic Stripes; Exercises; Glossary; References.…”
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333
Wavelet theory approach to pattern recognition
Published 2009Table of Contents: “…Comparison with other wavelets. 7.4. Algorithm and experiments -- ch. 8. Skeletonization of ribbon-like shapes with new wavelet function. 8.1. …”
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334
Decision Intelligence for Dummies
Published 2022Table of Contents: “…Any road will take you there -- The great rethink when it comes to making decisions at scale -- Applying the Upside-Down V: The Path to the Output and Back Again -- Evaluating Your Inverted V Revelations -- Having Your Inverted V Lightbulb Moment -- Recognizing Why Things Go Wrong -- Aiming for too broad an outcome -- Mimicking data outcomes -- Failing to consider other decision sciences -- Mistaking gut instincts for decision science -- Failing to change the culture -- Part 2 Reaching the Best Possible Decision -- Chapter 5 Shaping a Decision into a Query -- Defining Smart versus Intelligent -- Discovering That Business Intelligence Is Not Decision Intelligence -- Discovering the Value of Context and Nuance -- Defining the Action You Seek -- Setting Up the Decision -- Chapter 6 Mapping a Path Forward -- Putting Data Last -- Recognizing when you can (and should) skip the data entirely -- Leaning on CRISP-DM -- Using the result you seek to identify the data you need -- Digital decisioning and decision intelligence -- Don't store all your data - know when to throw it out -- Adding More Humans to the Equation -- The shift in thinking at the business line level -- How decision intelligence puts executives and ordinary humans back in charge -- Limiting Actions to What Your Company Will Actually Do -- Looking at budgets versus the company will -- Setting company culture against company resources -- Using long-term decisioning to craft short-term returns -- Chapter 7 Your DI Toolbox -- Decision Intelligence Is a Rethink, Not a Data Science Redo -- Taking Stock of What You Already Have -- The tool overview -- Working with BI apps -- Accessing cloud tools -- Taking inventory and finding the gaps -- Adding Other Tools to the Mix -- Decision modeling software -- Business rule management systems -- Machine learning and model stores -- Data platforms.…”
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335
Discovering knowledge in data : an introduction to data mining
Published 2005Full text (MFA users only)
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336
Robot Intelligence for Coordinated Manipulation and Its Industrial Application.
Published 2020Table of Contents: “…Cover -- Guest editorial -- A conceptual scale model of mobile drilling robot -- Dynamic characteristics of a jumping robot with coordinated quadruped legs -- Identification of nonlinear state-space time-delay system -- An end-to-end learning method for industrial defect detection -- One-shot gesture recognition with attention based DTW for human-robot collaboration -- Wirerope-driven exoskeleton to assist lower-limb rehabilitation of hemiplegic patients by using motion capture -- Effective anti-collision algorithms for RFID robots system…”
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337
Fuzzy neural network theory and application
Published 2004Table of Contents: “…4.2.2 Calculus of V -- / functions4.2.3 Error function; 4.2.4 Partial derivatives of error function; 4.2.5 Learning algorithm and simulation; S4.3 Conjugate gradient algorithm for fuzzy weights; 4.3.1 Fuzzy CG algorithm and convergence; 4.3.2 GA for finding optimal learning constant; 4.3.3 Simulation examples; S4.4 Universal approximation to fuzzy valued functions; 4.4.1 Fuzzy valued Bernstein polynomial; 4.4.2 Four-layer regular feedforward FNN; 4.4.3 An example; S4.5 Approximation analysis of regular FNN; 4.5.1 Closure fuzzy mapping; 4.5.2 Learning algorithm.…”
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338
Literature and encyclopedism in Enlightenment Britain : the pursuit of complete knowledge
Published 2014Full text (MFA users only)
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339
DSP software development techniques for embedded and real-time systems
Published 2006Full text (MFA users only)
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340
Peripheral ulcerative keratitis : a comprehensive guide
Published 2017Full text (MFA users only)
Electronic eBook