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Standalone Renewable Energy Systems

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Spatial Big Data, BIM and advanced GIS for Smart Transformation

“…Some of selected specific tools presented in this book are as a simulator for improving the smart parking practices by modelling drivers with activity plans, a bike optimization algorithm to increase the efficiency of bike stations, an agent-based model simulation of human mobility with the use of mobile phone datasets. …”
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Advances in Hydrologic Forecasts and Water Resources Management

Ämnen: “…gravitational search algorithm…”
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Optimization of Motion Planning and Control for Automatic Machines, Robots and Multibody Systems

Ämnen: “…whole robot control…”
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Modelling, Simulation and Control of Thermal Energy Systems

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Evolutionary Computation & Swarm Intelligence

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Remote Sensing in Applied Geophysics

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Mathematical Logic and Its Applications 2020

“…Exact combinatorial optimization algorithms, in which the complexity relative to the source data is characterized by a low, or even first degree, polynomial (1 article). …”
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Advances in Hydrologic Forecasts and Water Resources Management

Ämnen: “…gravitational search algorithm…”
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Deep Learning in Medical Image Analysis

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Numerical and Evolutionary Optimization 2020

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Sustainable Industrial Engineering along Product-Service Life Cycle/Supply Chain

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Novel Technologies to Enhance Energy Performance and Indoor Environmental Quality of Buildings

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Sustainable Construction Engineering and Management

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Boosting av Schapire, Robert E., Freund, Yoav

“…A remarkably rich theory has evolved around boosting, with connections to a range of topics, including statistics, game theory, convex optimization, and information geometry. Boosting algorithms have also enjoyed practical success in such fields as biology, vision, and speech processing. …”
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Distributed Ledgers av Townsend, Robert M.

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Theoretical and Computational Research in Various Scheduling Models

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Metalearning av Brazdil, Pavel, van Rijn, Jan N., Soares, Carlos, Vanschoren, Joaquin

“…This book offers a comprehensive and thorough introduction to almost all aspects of metalearning and AutoML, covering the basic concepts and architecture, evaluation, datasets, hyperparameter optimization, ensembles and workflows, and also how this knowledge can be used to select, combine, compose, adapt and configure both algorithms and models to yield faster and better solutions to data mining and data science problems. …”
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Advances in Computational Intelligence Applications in the Mining Industry

Ämnen: “…random forest algorithm…”
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Computational Optimizations for Machine Learning

“…It is hoped that the book will be interesting and useful to those developing mathematical algorithms and applications in the domain of artificial intelligence and machine learning as well as for those having the appropriate mathematical background and willing to become familiar with recent advances of machine learning computational optimization mathematics, which has nowadays permeated into almost all sectors of human life and activity.…”
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