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201
Java Deep Learning Projects : Implement 10 Real-World Deep Learning Applications Using Deeplearning4j and Open Source APIs.
Published 2018Table of Contents: “…; Artificial Neural Networks; Biological neurons; A brief history of ANNs; How does an ANN learn?; ANNs and the backpropagation algorithm; Forward and backward passes; Weights and biases; Weight optimization; Activation functions.…”
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202
Integrated and collaborative product development environment : technologies and implementations
Published 2006Table of Contents: “…Intelligent Optimisation of Process Planning; 5.1 Intelligent Optimisation Strategies for CAPP Systems; 5.2 Knowledge Representation of Process Plans; 5.2.1 Process plan representation; 5.2.2 Machining cost criteria for process plans; 5.2.3 Precedence constraints; 5.3 A Hybrid GA/SA-based Optimisation Method; 5.3.1 Overview of the algorithm; 5.3.2 Genetic algorithm -- phase 1; 5.3.3 Simulated annealing algorithm -- phase 2; 5.3.4 Constraint handling algorithm.…”
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203
Energy efficient technologies for sustainability : selected, peer reviewed papers from the International Conference on Energy Efficient Technologies for Sustainability (ICEETS 2013...
Published 2013Table of Contents: “…Kothari -- Investigation of PMSG Fed Diode-Clamped Multilevel Inverter for Wind Energy System / R. Seyezhai -- Modeling of Photovoltaic Array and Simulation of MPPT Algorithm / R. …”
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204
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205
Materials and Diverse Technologies in Industry and Manufacture : selected, peer reviewed papers from the 2013 International Conference on Mechanical, Automotive and Materials Engin...
Published 2013Full text (MFA users only)
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206
Model Free Adaptive Control : Theory and Applications.
Published 2013Table of Contents: “…Traffic System; Welding Process; MW Grade Wind Turbine; Conclusions; Conclusions and Perspectives; Conclusions; Perspectives; References.…”
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207
Measurement while drilling (MWD) : signal analysis, optimization, and design
Published 2018Full text (MFA users only)
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208
Imaging the city : art, creative practices and media speculations
Published 2016Table of Contents: “…Cover; Half Title; Title; Copyright; Contents; Acknowledgements; Foreword; Introduction; Section One: Theories of Media, Memory and Imagination; Chapter 1: Territories of Image: Disposition and Disorientation in Google Earth; Chapter 2: Manchester As a Mythical City: Reflections in Art and Locative Media; Chapter 3: From Under Your Skin; Chapter 4: City Space Mind Space; Chapter 5: Mapping the City as Remembered and the City as Imaged (Banja Luka); Intersection 1 A City of Grids and Algorithms and Soundtracks in Cars and Planes and Glass.…”
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209
Artificial intelligence for big data : complete guide to automating big data solutions using artificial intelligence techniques.
Published 2018Table of Contents: “…Snowball stemming -- Lancaster stemming -- Lovins stemming -- Dawson stemming -- Lemmatization -- N-grams -- Feature extraction -- One hot encoding -- TF-IDF -- CountVectorizer -- Word2Vec -- CBOW -- Skip-Gram model -- Applying NLP techniques -- Text classification -- Introduction to Naive Bayes' algorithm -- Random Forest -- Naive Bayes' text classification code example -- Implementing sentiment analysis -- Frequently asked questions -- Summary -- Chapter 7: Fuzzy Systems -- Fuzzy logic fundamentals -- Fuzzy sets and membership functions -- Attributes and notations of crisp sets -- Operations on crisp sets -- Properties of crisp sets -- Fuzzification -- Defuzzification -- Defuzzification methods -- Fuzzy inference -- ANFIS network -- Adaptive network -- ANFIS architecture and hybrid learning algorithm -- Fuzzy C-means clustering -- NEFCLASS -- Frequently asked questions -- Summary -- Chapter 8: Genetic Programming -- Genetic algorithms structure -- KEEL framework -- Encog machine learning framework -- Encog development environment setup -- Encog API structure -- Introduction to the Weka framework -- Weka Explorer features -- Preprocess -- Classify -- Attribute search with genetic algorithms in Weka -- Frequently asked questions -- Summary -- Chapter 9: Swarm Intelligence -- Swarm intelligence -- Self-organization -- Stigmergy -- Division of labor -- Advantages of collective intelligent systems -- Design principles for developing SI systems -- The particle swarm optimization model -- PSO implementation considerations -- Ant colony optimization model -- MASON Library -- MASON Layered Architecture -- Opt4J library -- Applications in big data analytics -- Handling dynamical data -- Multi-objective optimization -- Frequently asked questions -- Summary -- Chapter 10: Reinforcement Learning -- Reinforcement learning algorithms concept.…”
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210
Advances in Discontinuous Numerical Methods and Applications in Geomechanics and Geoengineering.
Published 2012Table of Contents: “…On the implementation of augmented lagrangian method in the 2D discontinuous deformation analysisThe method of slope modelling for rockfall analysis using 3D DDA; Key block theory, block cutting and applications; Generation of three-dimensional rock mass geometrical model; An efficient block detection algorithm in 3D-DDA; Block identification algorithm for complex free planes; Stability analysis of determined blocks in the underground powerhouse of guandi hydropower station; Modeling method for complex key block based on Nef polyhedra.…”
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211
Modeling solar radiation at the earth's surface : recent advances
Published 2008Table of Contents: “…Solar Radiation Measurement: Progress in Radiometry for Improved Modeling -- Fractal Classification of Typical Meteorological Days from Global Solar Irradiance: Application to Five Sites of Different Climates -- Modelling the Statistical Properties of Solar Radiation and Proposal of a Technique Based on Boltzmann Statistics -- A Method for Determining the Solar Global and Defining the Diffuse and Beam Irradiation on a Clear Day -- Recent Advances in the Relations between Bright Sunshine Hours and Solar Irradiation -- Solar Irradiation Estimation Methods from Sunshine and Cloud Cover Data -- Solar Irradiation via Air Temperature Data -- Models of Diffuse Solar Fraction -- Estimation of Surface Solar Radiation with Artificial Neural Networks -- Dynamic Behavior of Solar Radiation -- Time Series Modelling of Solar Radiation -- A new Procedure to Generate Solar Radiation Time Series from achine Learning Theory -- Use of Sunshine Number for Solar Irradiance Time Series Generation -- The Meteorological Radiation Model (MRM): Advancements and Applications -- Chain of Algorithms to Compute Hourly Radiation Data on Inclined Planes used in Meteonorm -- Modelling UV-B Irradiance in Canada -- Angular Distribution of Sky Diffuse Radiance and Luminance -- Solar Radiation Derived from Satellite Images -- Generation of Solar Radiation Maps from Long-Term Satellite Data -- Validation and Ranking Methodologies for Solar Radiation Models.…”
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212
Advanced Manufacturing Research and Intelligent Applications : Selected, Peer Reviewed Papers from the International Conference on Computational Intelligence and Advanced Manufactu...
Published 2014Table of Contents: “…Experimental Investigations on Machining Micro Alloy Steel (MAS 38MnSiVS5) Using K 20 Multi Coated Carbide InsertImproving the Hardness of a Wind Turbine Gear Surface by Nitriding Process; Design of Electromechanical Engine for Zero Direct Emission; VED & ABC Analysis of Inventories for a Wind Turbine Company; Analysis on the Performance, Combustion and Emission Characteristicsof a CI Engine Fuelled with Algae Biodiesel; Reducing UT Rejections in Cr-Mo and High Mn Steels by Controlling Hydrogen and Optimising Superheat; Synthesis and Characteristic of AA6061/SiC Sand Cast Composite.…”
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213
Research on Mechanical Engineering, Civil Engineering and Material Engineering : Selected, peer reviewed papers from the 2013 International Conference on Mechanical Engineering, Ci...
Published 2013Table of Contents: “…Analysis of Working Condition and Load Direction for Tripod Substructure of Offshore Wind TurbineThe Rotation Speed Control of DC Servo Motor Based on Fuzzy-PI Dual Mode; Route Planning of Geomagnetic Aided Navigation for Vehicle under Matching Suitability Constraints; Risk Assessment of Gravity Dam with Machine Properties; Integral Sliding Mode Control Based on Exponential Approach Law for Brushless Double Fed Machines; Temperature Measurement Algorithm Research of Boiler Furnace Based on BP Network…”
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214
Advances in time series forecasting. Volume 2
Published 2017Table of Contents: “…INTRODUCTION -- CLASSICAL TIME SERIES FORECASTING MODELS -- ARTIFICIAL NEURAL NETWORKS FOR FORECASTING TIME SERIES -- A NEW ARTIFICIAL NEURAL NETWORK WITH DETERMINISTIC COMPONENTS -- APPLICATIONS -- CONCLUSION -- CONFLICT OF INTEREST -- ACKNOWLEDGEMENTS -- REFERENCES -- A Fuzzy Time Series Approach Based on Genetic Algorithm with Single Analysis Process -- Ozge Cagcag Yolcu* -- INTRODUCTION -- FUZZY TIME SERIES -- RELATED METHODS -- Genetic Algorithm (GA) -- Single Multiplicative Neuron Model -- PROPOSED METHOD -- APPLICATIONS -- CONCLUSION AND DISCUSSION -- CONFLICT OF INTEREST -- ACKNOWLEDGEMENTS -- REFERENCES -- Forecasting Stock Exchanges with Fuzzy Time Series Approach Based on Markov Chain Transition Matrix -- Cagdas Hakan Aladag1,* and Hilal Guney2 -- INTRODUCTION -- FUZZY TIME SERIES -- TSAUR 'S FUZZY TIME SERIES MARKOV CHAIN MODEL -- THE IMPLEMENTATION -- CONCLUSION -- CONFLICT OF INTEREST -- ACKNOWLEDGEMENTS -- REFERENCES -- A New High Order Multivariate Fuzzy Time Series Forecasting Model -- Ufuk Yolcu* -- INTRODUCTION -- RELATED METHODOLOGY -- The Fuzzy C-Means (FCM) Clustering Method -- Single Multiplicative Neuron Model Artificial Neural Network (SMN-ANN) -- Fuzzy Time Series -- THE PROPOSED METHOD -- APPLICATIONS -- CONCLUSIONS AND DISCUSSION -- CONFLICT OF INTEREST -- ACKNOWLEDGEMENTS -- REFERENCES -- Fuzzy Functions Approach for Time Series Forecasting -- Ali Z. …”
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215
The finite element method : its basis and fundamentals
Published 2005Full text (MFA users only)
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216
Monte Carlo methods in mechanics of fluid and gas
Published 2010Table of Contents: “…Parallelization of the statistical algorithms.…”
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217
PRINCIPLES OF QUANTUM ARTIFICIAL INTELLIGENCE.
Published 2013Table of Contents: “…Computation; 2.1 Entscheidungsproblem; 2.1.1 Cantor's diagonal argument; 2.1.2 Reductio ad absurdum; 2.2 Complexity Theory; 2.2.1 Decision problems; 2.2.2 P and NP; 2.3 Church-Turing Thesis; 2.3.1 Church-Turing-Deutsch principle; 2.4 Computers; 2.4.1 Analog computers; 2.4.2 Digital computers; 2.4.3 Von Neumann architecture; 3. …”
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218
Towards 5G : Applications, Requirements and Candidate Technologies.
Published 2016Table of Contents: “…2.2.6 Broadcast Services2.2.7 Summary; 2.3 General Requirements; 2.3.1 Capacity Requirements; 2.3.2 User Data-rate Requirements ; 2.3.3 Latency Requirements; 2.3.3.1 User-plane Latency ; 2.3.3.2 Control-plane Latency ; 2.3.4 Massive Device Connectivity; 2.3.5 Energy Saving and€Robustness against Emergencies; 2.3.6 Summary; References; Chapter 3 Collaborative 5G Research within the EU Framework of funded research ; 3.1 Rationale for€5G Research and€the€EU's Motivation; 3.2 EU Research; 3.2.1 History; 3.2.2 EU Bodies, Structure, Roles, and€Project Creation; 3.2.3 Project Creation and€Operation.…”
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219
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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220
Pulmonary arterial hypertension : diagnosis and evidence-based treatment
Published 2008Table of Contents: “…Combination therapy in pulmonary arterial hypertension / Anne Keogh and Marius Hoeper -- Interventional and surgical modalities of treatment for pulmonary arterial hypertension / Julio Sandoval and Ramona Doyle -- End points and clinical trial design in pulmonary arterial hypertension : clinical and regulatory perspectives / Andrew J. …”
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