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Tools and Algorithms for the Construction and Analysis of Systems 25th International Conference, TACAS 2019, Held as Part of the European Joint Conferences on Theory and Practice o...
Published 2019Table of Contents: “…SAT and SMT -- Decomposing Farkas Interpolants -- Parallel SAT Simplification on GPU Architectures -- Encoding Redundancy for Satisfaction-Driven Clause Learning -- WAPS: Weighted and Projected Sampling -- Building Better Bit-Blasting for Floating-Point Problems -- The Axiom Profiler: Understanding and Debugging SMT Quantifier Instantiations -- On the Empirical Time Complexity of Scale-Free 3-SAT at the Phase Transition -- Modular and Efficient Divide-and-Conquer SAT Solver on Top of the Painless Framework -- SAT Solving and Theorem Proving -- Quantitative Verification of Masked Arithmetic Programs against Side-Channel Attacks -- Incremental Analysis of Evolving Alloy Models -- Extending a Brainiac Prover to Lambda-Free Higher-Order Logic -- Verification and Analysis LCV: A Verification Tool for Linear Controller Software -- Semantic Fault Localization and Suspiciousness Ranking -- Computing Coupled Similarity -- Reachability Analysis for Termination and Confluence of Rewriting -- Model Checking -- VoxLogicA: a Spatial Model Checker for Declarative Image Analysis -- On Reachability in Parameterized Phaser Programs -- Abstract Dependency Graphs and Their Application to Model Checking -- Tool Demo -- nonreach - A Tool for Nonreachability Analysis -- The Quantitative Verification Benchmark Set -- ILAng: A Modeling Platform for SoC Verification using Instruction-Level Abstractions -- MetAcsl: Specification and Verification of High-Level Properties -- ROLL 1.0: !…”
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Multivariate Statistical Machine Learning Methods for Genomic Prediction
Published 2022Table of Contents: “…Preface -- Chapter 1 -- General elements of genomic selection and statistical learning -- Chapter. 2 -- Preprocessing tools for data preparation -- Chapter. 3 -- Elements for building supervised statistical machine learning models -- Chapter. 4 -- Overfitting, model tuning and evaluation of prediction performance -- Chapter. 5 -- Linear Mixed Models -- Chapter. 6 -- Bayesian Genomic Linear Regression -- Chapter. 7 -- Bayesian and classical prediction models for categorical and count data -- Chapter. 8 -- Reproducing Kernel Hilbert Spaces Regression and Classification Methods -- Chapter. 9 -- Support vector machines and support vector regression -- Chapter. 10 -- Fundamentals of artificial neural networks and deep learning -- Chapter. 11 -- Artificial neural networks and deep learning for genomic prediction of continuous outcomes -- Chapter. 12 -- Artificial neural networks and deep learning for genomic prediction of binary, ordinal and mixed outcomes -- Chapter. 13 -- Convolutional neural networks -- Chapter. 14 -- Functional regression -- Chapter. 15 -- Random forest for genomic prediction.…”
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Adhesive Bonding of Aircraft Composite Structures Non-destructive Testing and Quality Assurance Concepts /
Published 2021Subjects: “…Machines, Tools, Processes.…”
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Building Energy Audits-Diagnosis and Retrofitting
Published 2021Subjects: “…buildings…”
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Citizen Science and Geospatial Capacity Building
Published 2022DOAB: download the publication
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Challenges and Opportunities in Applied System Innovation
Published 2022Subjects: “…circular building…”
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Open Data and Energy Analytics
Published 2020DOAB: download the publication
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Architecture and Engineering The Challenges - Trends - Achievements
Published 2020Subjects: “…high-rise buildings…”
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Towards Smart Tech 4.0 in the Built Environment Applications of Disruptive Digital Technologies in Smart Cities, Construction, and Real Estate
Published 2023Subjects: “…building corrosion detection…”
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