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261
Advances in parallel computing technologies and applications
Published 2021Full text (MFA users only)
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Business Hack : the Wealth Dragon Way to Build a Successful Business in the Digital Age.
Published 2018Table of Contents: “…; Disrupting the Market; The Power of Algorithms; Beyond the Digital Age; Chapter 12 Don't Become a Human Bot!…”
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264
Principles of artificial neural networks
Published 2013Table of Contents: “…Fundamentals of biological neural networks -- ch. 3. Basic principles of ANNs and their early structures. 3.1. Basic principles of ANN design. 3.2. …”
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265
Advances in intelligent transportation : system and technology : selected, peer reviewed papers from the 1st International Doctoral Annual Symposium on Intelligent Transportation T...
Published 2012Full text (MFA users only)
Electronic Conference Proceeding eBook -
266
Information engineering for mechanics and materials research
Published 2013Full text (MFA users only)
Electronic Conference Proceeding eBook -
267
Choice modelling : the state-of-the-art and the state-of-practice : proceedings from the inaugural International Choice Modelling Conference
Published 2010Table of Contents: “…On estimation of hybrid choice models / Denis Bolduc, Ricardo Alvarez-Daziano -- A model of travel happiness and mode switching / Maya Abou-Zeid, Moshe Ben-Akiva -- On path generation algorithms for route choice models / Emma Frejinger, Michel Bierlaire -- Mode choice endogeneity in value of travel time estimation / Stefan L. …”
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268
Advanced Python Programming : Build High Performance, Concurrent, and Multi-Threaded Apps with Python Using Proven Design Patterns.
Published 2019Table of Contents: “…Adding static typesVariables; Functions; Classes; Sharing declarations; Working with arrays; C arrays and pointers; NumPy arrays; Typed memoryviews; Particle simulator in Cython; Profiling Cython; Using Cython with Jupyter; Summary; Chapter 5: Exploring Compilers; Numba; First steps with Numba; Type specializations; Object mode versus native mode; Numba and NumPy; Universal functions with Numba; Generalized universal functions; JIT classes; Limitations in Numba; The PyPy project; Setting up PyPy; Running a particle simulator in PyPy; Other interesting projects; Summary…”
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269
Haptic Feedback Teleoperation of Optical Tweezers
Published 2014Table of Contents: “…Specific designs for haptic interactions; 1.4.1. Temporal sharing; 1.4.2. Spatial sharing; 1.5. Discussion; 1.6. …”
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270
A cabinet of philosophical curiosities : a collection of puzzles, oddities, riddles, and dilemmas
Published 2016Table of Contents: “…; Descartes's Disappearance; The Most Fairly Distributed Good; Fairness Framed; Towards a Fairer Share of Dishwashing; What the Dishwasher Missed; Developmental Self-Defeat; Random Quiz; Enforcing Gresham's Law; Gresham's Law of Numbers; Laziest Reductio.…”
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271
Machine Learning with Spark - Second Edition.
Published 2016Table of Contents: “…Generating predictions for the Kaggle/StumbleUpon evergreen classification dataset -- Evaluating the performance of classification models -- Accuracy and prediction error -- Precision and recall -- ROC curve and AUC -- Improving model performance and tuning parameters -- Feature standardization -- Additional features -- Using the correct form of data -- Tuning model parameters -- Linear models -- Iterations -- Step size -- Regularization -- Decision trees -- Tuning tree depth and impurity -- The naive Bayes model -- Cross-validation -- Summary -- Chapter 7: Building a Regression Model with Spark -- Types of regression models -- Least squares regression -- Decision trees for regression -- Evaluating the performance of regression models -- Mean Squared Error and Root Mean Squared Error -- Mean Absolute Error -- Root Mean Squared Log Error -- The R-squared coefficient -- Extracting the right features from your data -- Extracting features from the bike sharing dataset -- Training and using regression models -- BikeSharingExecutor -- Training a regression model on the bike sharing dataset -- Linear regression -- Generalized linear regression -- Decision tree regression -- Ensembles of trees -- Random forest regression -- Gradient boosted tree regression -- Improving model performance and tuning parameters -- Transforming the target variable -- Impact of training on log-transformed targets -- Tuning model parameters -- Creating training and testing sets to evaluate parameters -- Splitting data for Decision tree -- The impact of parameter settings for linear models -- Iterations -- Step size -- L2 regularization -- L1 regularization -- Intercept -- The impact of parameter settings for the decision tree -- Tree depth -- Maximum bins -- The impact of parameter settings for the Gradient Boosted Trees -- Iterations -- MaxBins -- Summary.…”
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272
World's greatest architect : making, meaning, and network culture
Published 2008Full text (MFA users only)
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275
Cinder Creative Coding Cookbook.
Published 2013Table of Contents: “…Creating a simple video controllerSaving window content as an image; Saving window animations as video; Saving window content as a vector graphics image; Saving high resolution images with the tile renderer; Sharing graphics between applications; Building Particle Systems; Introduction; Creating a particle system in 2D; Applying repulsion and attraction forces; Simulating particles flying in the wind; Simulating flocking behavior; Making our particles sound reactive; Aligning particles to a processed image; Aligning particles to the mesh surface; Creating springs.…”
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276
Principles of Quantum Computation and Information, Volume I : Basic Concepts.
Published 2004Full text (MFA users only)
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277
Frontiers of Artificial Intelligence in Medical Imaging.
Published 2023Table of Contents: “…5.5 Electromagnetic field optimization algorithm -- 5.6 Developed electromagnetic field optimization algorithm -- 5.7 Simulation results -- 5.7.1 Image acquisition -- 5.7.2 Pre-processing stage -- 5.7.3 Processing stage -- 5.7.4 Classification -- 5.8 Final evaluation -- 5.9 Conclusions -- References -- Chapter 6 Evaluation of COVID-19 lesion from CT scan slices: a study using entropy-based thresholding and DRLS segmentation -- 6.1 Introduction -- 6.2 Context -- 6.3 Methodology -- 6.3.1 COVID-19 database -- 6.3.2 Image conversion and pre-processing -- 6.3.3 Image thresholding…”
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278
Proceedings of the 2009 International Conference on Computer and Network Technology, Chennai, India, 24-26 July 2009
Published 2009Table of Contents: “…An Ownership Sharing Protocol for RFID without a Trusted Third Party G. …”
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279
FRBR, before and after : a look at our bibliographic models
Published 2016Full text (MFA users only)
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280
Machine Learning with Swift : Artificial Intelligence for iOS.
Published 2018Full text (MFA users only)
Electronic eBook