Arama Sonuçları - "causality"

Causal Inference in Econometrics

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Real-Time Progressive Hyperspectral Image Processing Endmember Finding and Anomaly Detection / Yazar: Chang, Chein-I

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Business Planning for Turbulent Times : New Methods for Applying Scenarios. Yazar: Ramirez, Rafael

İçindekiler: “…To What Extent Do Venezuela's Causal Textures Allow Scenarios to Work towards Social Dialogue? …”
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Neuromorphic Cognitive Systems A Learning and Memory Centered Approach / Yazar: Yu, Qiang, Tang, Huajin, Hu, Jun, Tan Chen, Kay

İçindekiler: “…Introduction -- Rapid Feedforward Computation by Temporal Encoding and Learning with Spiking Neurons -- A Spike-Timing Based Integrated Model for Pattern Recognition -- Precise-Spike-Driven Synaptic Plasticity for Hetero Association of Spatiotemporal Spike Patterns -- A Spiking Neural Network System for Robust Sequence Recognition -- Temporal Learning in Multilayer Spiking Neural Networks Through Construction of Causal Connections -- A Hierarchically Organized Memory Model with Temporal Population Coding -- Spiking Neuron Based Cognitive Memory Model.…”
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Human Activity Recognition and Prediction

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Spectral, Convolution and Numerical Techniques in Circuit Theory Yazar: Badrieh, Fuad

İçindekiler: “…Introduction -- Steady State Solutions to Circuit Problems -- Differential Equation Solution to Circuit Problems -- Series Expansion solution for Circuit Problems -- Numerical Differential Equation Solution to Circuit Problems -- Fourier Series and Periodic Functions -- Complex Fourier Series -- Fourier Transform -- Properties of the Fourier Transforms -- Further Examples/Topics on Fourier Transform -- Fourier Transform of Periodic Signals -- Approximate and Numerical Techniques in Fourier Transform -- Bandwidth -- Laplace Transform -- Using Complex Integration to Figure Inverse Laplace Transform -- Properties of Laplace Transform -- Laplace Transform of Periodic Functions -- Finding Inverse Laplace Transform via Partial Fractions -- Convolution -- Signal Construction in Terms of Convolution Integrals -- The Delta Function -- Impulse Response -- Time Convolution with Impulse Response -- Time Convolution with the Unit Step Response -- Sampling and the Sampling Theorem -- Transfer Functions -- The Phase -- Stability and Relation to Poles Placements -- Impulse Response as Configured from Inverse Transform -- Unit Step Response as Configured from Inverse Transform -- Pulse response -- Causal Cosine and Sine Response -- Causal, Periodic Pulse Response -- Slanted Unit Step Response -- Voltage/Voltage Filters -- RLC Circuits with Feedback -- Matrix Solution to MultiBranch Networks -- MultiSource Networks and Superposition -- Systems with Initial Conditions -- Application to Transistor Modeling and Circuits -- Op-Amp Filters -- Multi-port Network: Z-, Y-Parameters -- Scattering (s−) Parameters -- Application of Spectral Techniques to Solving 2D Electrostatic Problems -- Application of Spectral Techniques in Solving Diffusion Problems -- Application of Spectral Techniques in Solving the Wave Equation -- Appendix -- References -- Index.…”
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Complex Systems Design & Management Asia Smart Transportation: Proceedings of the Third Asia-Pacific Conference on Complex Systems Design & Management, CSD&M Asia 2018 /

İçindekiler: “…A Net-based Formal Framework for Causal Loop Diagrams -- Modeling Operations of a Custom Hiring Center Using Agent Based Modeling and Discrete Event Simulation -- Modelling the Efficacy of Assurance Strategies for Better Integration, Interoperability and Information Assurance in Family-of-System-of-Systems Portfolios -- Multi-class Fleet Sizing and Mobility-on-Demand Service -- SMACOF Hierarchical Clustering to Manage Complex Design Problems with the Design Structure Matrix -- Modelling Safe and Secure Cooperative Intelligent Transport Systems -- Detection of Teamwork Behavior as Meaningful Exploration of Tradespace during Project Design -- Leveraging Data Analytics in Systems Engineering - Towards A Quantum Leap in Railway Reliability.…”
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Theory of Power Matching Yazar: Ladvánszky, János

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Uncertainty in Biology A Computational Modeling Approach /

İçindekiler: “…An Introduction to Uncertainty in the Development of Computational Models of Biological Processes -- Reverse Engineering under Uncertainty -- Probabilistic Computational Causal Discovery for Systems Biology -- Macroscopic Simulation of Individual-Based Stochastic Models for Biological Processes -- The Experimental Side of Parameter Estimation -- Statistical Data Analysis and Modeling -- Optimization in Biology: Parameter Estimation and the Associated Optimization Problem -- Interval Methods -- Model Extension and Model Selection -- Bayesian Model Selection Methods and their Application to Biological ODE Systems -- Sloppiness and the Geometry of Parameter Space -- Modeling and Model Simplification to Facilitate Biological Insights and Predictions -- Sensitivity Analysis by Design of Experiments -- Waves in Spatially-Disordered Neural Fields: a Case Study in Uncertainty Quantification -- X In-silico Models of Trabecular Bone: a Sensitivity Analysis Perspective -- Neuroswarm: a Methodology to Explore the Constraints that Function Imposes on Simulation Parameters in Large-Scale Networks of Biological Neurons -- Prediction Uncertainty Estimation Despite Unidentifiability: an Overview of Recent Developments -- Computational Modeling Under Uncertainty: Challenges and Opportunities.…”
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Bond Graphs for Modelling, Control and Fault Diagnosis of Engineering Systems

İçindekiler: “…Introduction -- Part I: Bond Graph Theory and Methodology -- Bond Graph Modelling and Analysis of Hybrid Systems -- Controlled Switched Junctions. -Causally Dynamic Hybrid Bond Graphs -- Part II: Bond Graph Modelling for Control, Fault Diagnosis, and Fault Tolerant Control -- Fault Diagnosis and Fault Tolerant Control of Hybrid Systems Using Bond Graphs -- Bond Graph-based Fault Diagnosis and Prognosis of Uncertain Systems -- Bond Graphs for Supervision of Industrial Processes -- Part III: Thermodynamic Systems and Distributed Parameter Systems -- Bond Graph Modelling and Simulation of Thermodynamic Systems -- Fluid-flow Systems -- Bond Graph Approximation of Distributed Parameter Systems -- Part IV: Applications -- Absorbing Vibrations in a Helicopter -- Bond Graph Modelling and Control of Miniature Robots for In-vivo Surgery. …”
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Advances in Cross-Cultural Decision Making Proceedings of the AHFE 2017 International Conference on Cross-Cultural Decision Making, July 17-21, 2017, The Westin Bonaventure Hotel,...

İçindekiler: “…A cross-cultural comparison of the accuracy of personality judgements made through social media -- Autochthonous materials & traditional manufacturing methods: Analysis based on cultural and historical features -- Comparison of cross-cultural reactions to crisis events via language and emoticon use -- Geo-tagged social media data as a proxy for urban mobility -- Veterans in STEM: Supporting the transition from military culture to the culture of college -- Nationalism, patriotism and multinational decision-making competence: Evidence from a situation judgment test -- Cultural and social determinants of working conditions in Europe -- Organization & cultural impact of microservices architecture -- Enabling mixed method modeling through the use of causal networks -- A fast track approach towards automatic detection of Gray Zone activities from text -- Challenges and opportunities in gray zone "combat" -- Intra-group tension under inter-group conflict: A generative model using group social norms and identity -- Designing culturally appropriate responses to culturally influenced computer usage behaviours -- Analyzing various functions of prefrontal cortex (PFC) in decision making via brain imaging techniques. .…”
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Machine Learning for Cyber Physical Systems Selected papers from the International Conference ML4CPS 2018 /

İçindekiler: “…Machine Learning for Enhanced Waste Quantity Reduction: Insights from the MONSOON Industry 4.0 Project -- Deduction of time-dependent machine tool characteristics by fuzzy-clustering -- Unsupervised Anomaly Detection in Production Lines -- A Random Forest Based Classifer for Error Prediction of Highly Individualized Products -- Web-based Machine Learning Platform for Condition-Monitoring -- Selection and Application of Machine Learning-Algorithms in Production Quality -- Which deep artifificial neural network architecture to use for anomaly detection in Mobile Robots kinematic data -- GPU GEMM-Kernel Autotuning for scalable machine learners -- Process Control in a Press Hardening Production Line with Numerous Process Variables and Quality Criteria -- A Process Model for Enhancing Digital Assistance in Knowledge-Based Maintenance -- Detection of Directed Connectivities in Dynamic Systems for Different Excitation Signals using Spectral Granger Causality -- Enabling Self-Diagnosis of AutomationDevices through Industrial Analytics -- Making Industrial Analytics work for Factory Automation Applications -- Application of Reinforcement Learning in Production Planning and Control of Cyber Physical Production Systems -- LoRaWan for Smarter Management of Water Network: From metering to data analysis.…”
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Geotechnical Design and Practice Selected Topics /

İçindekiler: “…Quality Assurance Studies for Ground Improvement Projects -- Liquefaction Screening - Nonplastic Silty Sands and Sands -- Insights into the role of osmotic suction in soil behavior -- Modern Geotechnical Practices -- A design framework for cement mixing in deep excavations and underground constructions -- Understanding Performance and Developing Global Geotechnical Standards -- Stress State Variables for Unsaturated Soils - Consensus and Controversy -- Addressing The 21st Century Transportation Geotechnics Challenges Using the Mechanics of Unsaturated Soils -- Characterization of sensitive soft clays for design purposes -- Dynamic Soil-Structure Interaction of Offshore Wind Turbines -- Multiple Driven Fibre-reinforced Columnar Intrusion for Vertical Drains - A case study -- Development of Fly ash Stabilized Recycled Base Material (FRB) for Indian Highways -- Impact of anisotropy in permeability of peaty soil on deep excavation -- Seismic analysis of reinforced soil retaining structures -- Tailoringthe Properties of Cement Treated Clayey Soils -- Landslides in Nilgiris- Causal Factors and Remedial Measures -- New Paradigm in Geotechnical Performance Monitoring Using Remote Sensing -- Characterisation of vesicular basalts of Mumbai using piezoceramic bender elements -- Geotechnical challenges and opportunities in large infrastructure projects - learning from failures -- Overcoming Challenges in Design & Construction of Tunnels in Mixed and Varying Ground Conditions -- Reliability based Design of Pile Foundation under Static and Dynamic Loads -- Modelling large deformation in geomechanics -- Geotechnical Engineering through Mind Maps.…”
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Applications of research methodology

İçindekiler: “…Jemma Robertson, Marona Amandla Leaura Graham-Bailey -- Examining the effects of professional development to improve early reading instruction: how strong is the causal chain? / Stephanie Al Otaiba, Jeanine Clancy-Menchetti, Christopher Schatschneider -- Reading comprehension and written composition problems of children with ADHD: discussion of research and methodological considerations / Ana Miranda, Manuel Soriano, Rosa García -- Conducting integrative reviews of special education research: overview and case study / Elizabeth A. …”
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Classroom behavior, contexts, and interventions

İçindekiler: “…Brownell, Alexandra Lauterbach, Amber Benedict, Jenna Kimerling, Elizabeth Bettini, Kristin Murphy -- Teachers' causal attributions for student problem behavior : implications for school-based behavioral interventions and research / Andrew L. …”
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Advances in Unconventional Computing Volume 1: Theory /

İçindekiler: “…-Asymptotic Intrinsic Universality and Natural Reprogrammability by BehaviouralEmulation -- Two Small Universal Reversible Turing Machines -- Percolation Transition and Related Phenomena in Terms of Grossone Infinity Computations -- Spacetime Computing: Towards Algorithmic Causal Sets with Special-Relativistic Properties -- Interaction-based Programming in MGS -- Cellular Automata in Hyperbolic Spaces -- A Computation in a Cellular Automaton Collider Rule 110 -- Quantum Queries Associated with Equi-Partitioning of States and Multipartite Relational Encoding Across Space-Time -- Solving the Broadcast Time Problem Using a D-Wave Quantum Computer -- The Group Zoo of Classical Reversible Computing and Quantum Computing -- Fault Models in Reversible and Quantum Circuits -- A Class of Non-optimum-time 3n-Step FSSP Algorithms -- Universality of Asynchronous Circuits Composed of Locally Reversible Elements -- Reservoir Computing as a Model for In-Materio Computing -- On Reservoir Computing: from Mathematical Foundations to Unconventional Applications -- Computational Properties of Cell Regulatory Pathways through Petri Nets -- Kernel P Systems and Stochastic P Systems for Modelling and Formal Verification of Genetic Logic Gates -- On Improving the Expressive Power of Chemical Computation -- Conventional and Unconventional Approaches to Swarm Logic -- On the Inverse Pattern Recognition Problem in the Context of the Time-Series Data Processing withMemristor Networks -- Self-Awareness in Digital Systems: Augmenting Self-Modification with Introspection to Create Adaptive, Responsive Circuitry -- Looking for Computers in the Biological Cell. …”
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Industry 4.0: Industrial Revolution of the 21st Century

İçindekiler: “…The Notion, Essence, and Peculiarities of Industry 4.0 as a Sphere of Industry -- Genesis of the Revolutionary Transition to Industry 4.0 in the 21st Century and Overview of Previous Industrial Revolutions -- Fundamental Differences of Transition to Industry 4.0 from Previous Industrial Revolutions -- Industry 4.0 and Closed-Loop Economy in the Context of Solving the Global Problems of Modern Times -- The Fundamental Provisions of the Concept of Knowledge Economy -- Preconditions of Formation and Development of Industry 4.0 in the Conditions of Knowledge Economy -- The Role and Importance of Knowledge Economy as a Platform for Formation of Industry 4.0 -- Methodology for Analysis and Evaluation of Industry 4.0 in the Conditions of Knowledge Economy -- Industry 4.0 as a New Vector of Growth and Development of Knowledge Economy -- Stages of Formation of Industry 4.0 and the Key Indicators of its Development -- Criteria of Evaluation of Effectiveness of Industry 4.0 from the Position of Stimulatingthe Development of Knowledge Economy -- Industry 4.0 - Transition to New Economic Reality -- Successful Experience of Formation of Industry 4.0 in Various Countries -- Causal Connections of Formation of Industry 4.0 from the Positions of the Global Economy -- Peculiarities and Problems of Formation of Industry 4.0 in Modern Russia -- Comparative Analysis of Formaion of Industry 4.0 in Developed and Developing Countries -- Priorities of Development of Industry 4.0 in Modern Economic Systems with Different Progress in Formation of Knowledge Economy -- The Mechanism of Managing the Process of Formation and Development of Industry 4.0 in Modern Economic Systems -- Modernization of the Standards of Education and Personnel Training Due to Development of Industry 4.0 in the Conditions of Knowledge Economy's Formation -- Transformation Changes in the System of Professional Competences of a Modern Specialists in the Conditions of Knowledge Economy's Formation and the Innovational Approach to Training.…”
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Biologically Inspired Cognitive Architectures (BICA) for Young Scientists Proceedings of the First International Early Research Career Enhancement School (FIERCES 2016) /

İçindekiler: “…Models of Autonomous Cognitive Agents -- Differentiation of Groundwater Tax Rates as an Element of Improving the Economic Mechanism in the State Groundwater Extraction Management -- Users' of Information Systems Protection Analysis from Malefactor's Social Engineering Attacks Taking into Account Malefactor's Competence Profile -- Character Reasoning of the Social Network Users on the Basis of the Content Contained on Their Personal Pages -- Bayesian Optimization of Spiking Neural Network Parameters to Solving the Time Series Classiffcation Task -- Simulation of Learning in Neuronal Culture -- Unsupervised Neural Architecture for Saliency Detection: Extended Version -- Active adaptation of expert-based suggestions in ladieswear recommender system LookBooksClub via Reinforcement Learning -- Visual Analytics Support for Carbon Nanotube Design Automation -- A model of Neurodynamics of Hippocampal Formation Neurons Performing Spatial Processing Based on Even Cyclic Inhibitory Networks -- Feature Selection for Time-Series Prediction in Case of Undetermined Estimation -- A New Approach for Semantic Cognitive Maps Creation and Evaluation Based on Affix Relations -- On Alternative Instruments for the fMRI Data Analysis: General Linear Model Versus Algebraic Topology Approach -- Application of Hopfield Neural Network to the N-Queens Problem -- Simulation of a Fear-Like State on a Model of Dopamine System of Rat Brain -- Spatial and Temporal Parameters of Eye Movements During Viewing of Affective Images -- MEG Data Analysis Using the Empirical Mode Decomposition Method -- Evolutional Approach to Image Processing on the Example of Microsections -- "Cognovisor" for the Human Brain: Towards Mapping of Thought Processes by a Combination of fMRI and Eye-tracking -- Dynamic Intelligent Systems Integration and Evolution of Intelligent Control Systems Architectures -- Automated Planning: Usage for Integrated Expert Systems Construction -- Some Aspects of Temporal Knowledge Acquisition and Representation in Dynamic Integrated Expert Systems -- Collaboration of All-purpose Static Solver, Temporal Reasoning and Simulation Modeling Tools in Dynamic Integrated Expert Systems -- Some Aspects of Intellectual Tutoring Based on the Integrated Tutoring Expert Systems Usage -- To the Question of Learnability of a Spiking Neuron with Spike-Timing-Dependent Plasticity in Case of Complex Input Signals -- Causal Interactions Within the Default Mode Network as Revealed by Low-frequency Brain Fluctuations and Information Transfer Entropy -- Hierarchical Temporal Memory Implementation with Explicit States Extraction -- Swarm MeLiF: Feature Selection with Filter Combination Found via Swarm Intelligence -- Agent-based Model of Interactions in the Community of Investors and Producers -- Patterns of Spiking Activity of Neuronal Networks in Vitro as Memory Traces -- The Competency Management Based on Ontologies: Issues of Using in Organizations -- The Approach to Modeling of Synchronized Bursting in Neuronal Culture Using a Mathematical Model of a Neuron with Autoregulation Mechanism -- Dynamic Clustering of Connections Between fMRI Resting State Networks: A Comparison of Two Methods of Data Analysis -- Neural Network Solution of an Inverse Problem in Raman Spectroscopy of Multi-Component Solutions of Inorganic Salts -- Prediction of Relativistic Electrons Flux in the Outer Radiation Belt of the Earth Using Adaptive Methods -- Comparative Analysis of Residual Minimization and Artificial Neural Networks as Methods of Solving Inverse Problems: Test on Model Data -- A Biologically Inspired Architecture for Visual Self-Location.…”
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Intelligent Engineering Informatics Proceedings of the 6th International Conference on FICTA /

İçindekiler: “…An Integrated Approach Incorporating Non Linear Dynamics and Machine Learning for Predictive Analytics and Delving Causal Interaction -- 30. Adaptive Channel Equalization using Decision Directed & Dispersion Minimising Equalizers trained by Variable Step size Firefly Algorithm -- 31. …”
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Interpretable Machine Learning with Python : Build Explainable, Fair, and Robust High-Performance Models with Hands-on, Real-world Examples. Yazar: Mas�is, Serg

İçindekiler: “…Defining a strategy to get it to work with a multivariate time series model -- Laying the groundwork for the permutation approximation strategy -- Computing the SHAP values -- Identifying influential features with factor prioritization -- Computing Morris sensitivity indices -- Analyzing the elementary effects -- Quantifying uncertainty and cost sensitivity with factor fixing -- Generating and predicting on Saltelli samples -- Performing Sobol sensitivity analysis -- Incorporating a realistic cost function -- Mission accomplished -- Summary -- Dataset and image sources -- Further reading -- Chapter 10: Feature Selection and Engineering for Interpretability -- Technical requirements -- The mission -- The approach -- The preparations -- Loading the libraries -- Understanding and preparing the data -- Understanding the effect of irrelevant features -- Creating a base model -- Evaluating the model -- Training the base model at different max depths -- Reviewing filter-based feature selection methods -- Basic filter-based methods -- Constant features with a variance threshold -- Quasi-constant features with value_counts -- Duplicating features -- Removing unnecessary features -- Correlation filter-based methods -- Ranking filter-based methods -- Comparing filter-based methods -- Exploring embedded feature selection methods -- Discovering wrapper, hybrid, and advanced feature selection methods -- Wrapper methods -- Sequential forward selection (SFS) -- Hybrid methods -- Recursive Feature Elimination (RFE) -- Advanced methods -- Model-agnostic feature importance -- Genetic algorithms -- Evaluating all feature-selected models -- Considering feature engineering -- Mission accomplished -- Summary -- Dataset sources -- Further reading -- Chapter 11: Bias Mitigation and Causal Inference Methods -- Technical requirements -- The mission -- The approach.…”
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