Zoekresultaten - machine learning (algorithm OR algorithms)

Advances in Molecular Modeling in Chemistry, 2nd Edition

“…The Special Issue highlights innovative methodologies, algorithms, and applications in areas such as quantum chemical calculations, molecular dynamics and Monte Carlo simulations, machine learning and artificial intelligence in chemical modeling, etc. …”
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Machine Learning for Pattern Recognition (2nd Edition)

Onderwerpen: “…Deep learning algorithm…”
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Applied Mathematics to Mechanisms and Machines II

Onderwerpen: “…Machine learning…”
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Computational Approaches in Drug Discovery and Design

“…In this Special Issue, we have collected some research works on drug design using computational methods with respect to drug–target interactions, covering three topics, i.e., the developments of methods including machine learning and transformer-based models, the conformational effects in the target site based on molecular dynamics simulations, and the rational design of new inhibitors via virtual screening and experimental validation. …”
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Algorithms and Applications of Machine Learning Techniques for Healthcare

Onderwerpen: “…Machine learning…”
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Remote Sensing of Vegetation

“…Over recent decades, advances in remote sensing, in conjunction with statistical and machine learning algorithms and powerful cloud computing platforms, have enabled efficient mapping and monitoring of the vegetation. …”
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Causality and Complex Systems

“…The 17 articles in this issue encompass a broad spectrum of topics, ranging from theoretical frameworks to practical applications, with the shared goal of advancing our understanding of causality in dynamic, interconnected systems.Key contributions of this issue include novel theoretical frameworks for quantifying causal emergence, innovative causal machine learning algorithms, and information-theoretic measures for analyzing causality. …”
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The Inner World of Artificial Intelligence

Onderwerpen: “…Machine learning bias…”
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Skin Cancer Detection Using Artificial Intelligence Techniques door Mahalle, Parikshit N., Faiz Shaikh, Nuzhat, Ingle, Pritibala S., Ingle, Yashwant S.

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Superintelligence Series Volume 1: Artificial Intelligence for Operational and Predictive Optimization

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Tensor Network Contractions door Ran, Shi-Ju, Tirrito, Emanuele, Peng, Cheng, Chen, Xi, Tagliacozzo, Luca, Su, Gang, Lewenstein, Maciej

“…This book is also useful to those who apply tensor networks in areas beyond physics, such as machine learning and the big-data analysis. Tensor network originates from the numerical renormalization group approach proposed by K. …”
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Tools and Algorithms for the Construction and Analysis of Systems

“…The papers are organized in topical sections as follows: Part I: SAT and SMT, SAT solving and theorem proving; verification and analysis; model checking; tool demo; and machine learning. Part II: concurrent and distributed systems; monitoring and runtime verification; hybrid and stochastic systems; synthesis; symbolic verification; and safety and fault-tolerant systems.…”
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Advances in Intelligent Data Analysis XVIII

Onderwerpen: “…Machine Learning…”
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Tools and Algorithms for the Construction and Analysis of Systems

“…The papers are organized in topical sections as follows: Part I: SAT and SMT, SAT solving and theorem proving; verification and analysis; model checking; tool demo; and machine learning. Part II: concurrent and distributed systems; monitoring and runtime verification; hybrid and stochastic systems; synthesis; symbolic verification; and safety and fault-tolerant systems.…”
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Machine Learning for Cyber Physical Systems

Onderwerpen: “…Machine Learning…”
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Entity-Oriented Search door Balog, Krisztian

“…A general background in information retrieval is sufficient to follow the material, including an understanding of basic probability and statistics concepts as well as a basic knowledge of machine learning concepts and supervised learning algorithms.…”
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The Democratization of Artificial Intelligence

“…Against this background, the aim of this book is to discuss the heterogenous conditions, implications, and effects of modern AI and Internet technologies in terms of their political dimension: What does it mean to critically investigate efforts of net politics in the age of machine learning algorithms?…”
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Representation Learning for Natural Language Processing door Liu, Zhiyuan, Lin, Yankai, Sun, Maosong

“…The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. …”
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On the path to AI door Grant, Thomas D., Wischik, Damon J.

Onderwerpen: “…Machine learning…”
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Mapping Crisis

“…The digital age has thrown questions of representation, participation and humanitarianism back to the fore, as machine learning, algorithms and big data centres take over the process of mapping the subjugated and subaltern. …”
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