Resultados da pesquisa - learning (algorithm OR algorithms)

Intelligent Computing for Big Data

Assuntos: “...deep learning...”
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Advances in Intelligent Vehicle Control

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Statistical Foundations of Actuarial Learning and its Applications Por Wüthrich, Mario V., Merz, Michael

Assuntos: “...Deep Learning...”
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Modern Cryptography Volume 2 Por Zheng, Zhiyong, Tian, Kun, Liu, Fengxia

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Convex Optimization for Machine Learning Por Suh, Changho

“...Another key feature is that it includes programming implementation of a variety of machine learning algorithms inspired by optimization fundamentals, together with a brief tutorial of the used programming tools. ...”
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Statistical Analysis of Networks Por Avrachenkov, Konstantin, Dreveton, Maximilien

“...Numerous fundamental tools and concepts needed for the analysis of networks are presented, such as network modeling, community detection, graph-based semi-supervised learning and sampling in networks. The description of these concepts is self-contained, with both theoretical justifications and applications provided for the presented algorithms. ...”
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Land Surface Monitoring Based on Satellite Imagery

Assuntos: “...machine learning algorithm...”
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Geo-Information Technology and Its Applications

Assuntos: “...ensemble learning...”
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Technology and Management Applied in Construction Engineering Projects

Assuntos: “...whale optimization algorithm...”
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Augmented Reality, Virtual Reality & Semantic 3D Reconstruction

Assuntos: “...deep learning...”
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Electronics, Close-Range Sensors and Artificial Intelligence in Forestry

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Modeling, Optimization and Design Method of Metal Manufacturing Processes

Assuntos: “...machine learning...”
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Hyperparameter Tuning for Machine and Deep Learning with R

“...The content focuses on the hyperparameter tuning of ML and DL algorithms, and is divided into two main parts: theory (Part I) and application (Part II). ...”
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Machine Learning and Its Application to Reacting Flows

“...This open access book introduces and explains machine learning (ML) algorithms and techniques developed for statistical inferences on a complex process or system and their applications to simulations of chemically reacting turbulent flows. ...”
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Architecture of Advanced Numerical Analysis Systems Por Wang, Liang, Zhao, Jianxin

“...After reading and using this book, you'll have the knowledge required to design and build real-world complex systems that effectively leverage the advantages of the OCaml functional programming language. What You Will Learn Optimize core operations based on N-dimensional arrays Design and implement an industry-level algorithmic differentiation module Implement mathematical optimization, regression, and deep neural network functionalities based on algorithmic differentiation Design and optimize a computation graph module, and understand the benefits it brings to the numerical computing library Accommodate the growing number of hardware accelerators (e.g. ...”
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Discovery in Physics

Assuntos: “...Resource-Aware Machine Learning...”
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Fundamentals

Assuntos: “...Resource-Aware Machine Learning...”
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Applications

Assuntos: “...Resource-Aware Machine Learning...”
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Analytical, Numerical and Big-Data-Based Methods in Deep Rock Mechanics

Assuntos: “...beetle antennae search algorithm...”
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Various Applications of Methods and Elements of Adaptive Optics

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