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361
A Primer on Machine Learning Applications in Civil Engineering
Published 2019Table of Contents: “…Cover -- Half Title -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- Acknowledgments -- A Primer on Machine Learning Applications in Civil Engineering -- Author -- 1: Introduction -- 1.1 Machine Learning -- 1.2 Learning from Data -- 1.3 Research in Machine Learning: Recent Progress -- 1.4 Artificial Neural Networks -- 1.5 Fuzzy Logic (FL) -- 1.6 Genetic Algorithms -- 1.7 Support Vector Machine (SVM) -- 1.8 Hybrid Approach (HA) -- Bibliography -- 2: Artificial Neural Networks -- 2.1 Introduction to Fundamental Concepts and Terminologies -- 2.2 Evolution of Neural Networks -- 2.3 Models of ANN -- 2.4 McCulloch-Pitts Model -- 2.5 Hebb Network -- 2.6 Summary -- 2.7 Supervised Learning Network -- 2.7.1 Perceptron Network -- 2.7.2 Adaptive Linear Neuron -- 2.7.3 Back-Propagation Network -- 2.7.4 Radial Basis Function Network -- 2.7.5 Generalized Regression Neural Networks -- 2.7.6 Summary -- 2.8 Unsupervised Learning Networks -- 2.8.1 Introduction -- 2.8.2 Kohonen Self-Organizing Feature Maps -- 2.8.3 Counter Propagation Network -- 2.8.4 Adaptive Resonance Theory Network -- 2.8.5 Summary -- 2.9 Special Networks -- 2.9.1 Introduction -- 2.9.2 Gaussian Machine -- 2.9.3 Cauchy Machine -- 2.9.4 Probabilistic Neural Network -- 2.9.5 Cascade Correlation Neural Network -- 2.9.6 Cognitive Network -- 2.9.7 Cellular Neural Network -- 2.9.8 Optical Neural Network -- 2.9.9 Summary -- 2.10 Working Principle of ANN -- 2.10.1 Introduction -- 2.10.2 Types of Activation Function -- 2.10.3 ANN Architecture -- 2.10.4 Learning Process -- 2.10.5 Feed-Forward Back Propagation -- 2.10.6 Strengths of ANN -- 2.10.7 Weaknesses of ANN -- 2.10.8 Working of the Network -- 2.10.9 Summary -- Bibliography -- 3: Fuzzy Logic -- 3.1 Introduction to Classical Sets and Fuzzy Sets -- 3.1.1 Classical Sets -- 3.1.2 Fuzzy Sets -- 3.1.3 Summary.…”
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362
Debates in the digital humanities 2016
Published 2016Table of Contents: “…Father Busa Female Punch Card Operatives / Melissa Terras and Julianne Nyhan -- On the Origin of "Hack" and "Yack" / Bethany Nowviskie -- Reflections on a Movement: #transformDH, Growing Up / Moya Bailey, Anne Cong-Huyen, Alexis Lothian, and Amanda Phillips.…”
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363
Mathematical and statistical methods in food science and technology
Published 2013Table of Contents: “…Example -- A Sorting Task of Wine Glass Shapes.…”
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364
Wireless communications systems and networks
Published 2004Table of Contents: “…Das, Afrand Agah, and Kalyan Basu -- 19. Waveform Shaping Techniques for Bandwidth-Efficient Digital Modulations / Hsiao-Hwa Chen -- 20. …”
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365
Material media-making in the digital age
Published 2021Table of Contents: “…Exercise 4C: Shape an audio-visual experience -- Notes -- 5 Fragments: The Remnants of Media Practice -- Exercise 5A: Screengrabber -- Exercise 5B: Moving photo fun -- Notes -- 6 Messy Cinema: Casey Neistat and the Affordances of the Vlog -- Exercise 6: Daily videos -- Notes -- 7 The GIF: Silent but Digital -- Silent cinema: Pure movement -- From silent to GIF ... -- It's alive -- Exercise 7A: Multi-shot silent storytelling -- Exercise 7B: Single-frame story -- Notes -- 8 A Purely Digital Form? …”
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366
Clojure for data science : statistics, big data, and machine learning for Clojure programmers
Published 2015Full text (MFA users only)
Electronic eBook -
367
Complexus mundi : emergent patterns in nature
Published 2006Full text (MFA users only)
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368
Singularities in Physics and Engineering (Second Edition).
Published 2024Full text (MFA users only)
Electronic eBook -
369
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370
Dermatologic principles and practice in oncology : conditions of the skin, hair, and nails in cancer patients
Published 2013Table of Contents: “…Borovicka, Jennifer R.S. Gordon, Ann Cameron Haley, Nicole E. Larson and Dennis P. …”
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371
Technologies for sustainable development : proceedings of the 7th Nirma University International Conference on Engineering (NUiCONE 2019), November 21-22, 2019, Ahmedabad, India
Published 2020Table of Contents: “…Accessibility of BRTS station in Ahmedabad city using GIS: A case study -- Shear strength parameters of soil and banana fiber mix -- Impact of temperature and duration of calcination of metakaolin on the compressive strength of metakaolin incorporated concrete -- Numerical analysis of shape-memory-alloy-wire based smart natural rubber bearing -- Techniques used for structural health monitoring and its application: A review -- Characterization of air based pneumatic damper for seismic response control -- Generation of wind time history data for nonlinear wind analysis of buildings…”
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372
Artificial Life and Evolutionary Computation : Proceedings of Wivace 2008, Venice, Italy, 8-10 September 2008
Published 2010Table of Contents: “…Colacci [and others]. Diffusion of shapes / R.S. Shaw, N.H. Packard -- pt. II. Classification and optimization. …”
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373
Computational ecology : artificial neural networks and their applications
Published 2010Full text (MFA users only)
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374
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376
Handbook of image and video processing
Published 2005Table of Contents: “…Arce, Giovanni Di Crescenzo and Zhi Zhou -- Synthetic aperture radar algorithms / Ron Goodman and Walter Carrara -- Computed tomography / R.M. …”
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377
Mathematical Logic in Asia : Proceedings of the 9th Asian Logic Conference.
Published 2006Full text (MFA users only)
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378
The Decisionist Imagination : Sovereignty, Social Science and Democracy in the 20th Century.
Published 2018Full text (MFA users only)
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379
Indoor Geolocation Science and Technology : At the Emergence of Smart World and IoT.
Published 2019Full text (MFA users only)
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380
World's greatest architect : making, meaning, and network culture
Published 2008Full text (MFA users only)
Electronic eBook