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Krishna Garikipati
Data-driven Modelling and Scientific Machine Learning in Continuum Physics

This monograph takes the reader through recent advances in data-driven methods and machine learning for problems in science-specifically in continuum physics. It develops the foundations and details a num…

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Data-Driven Diagnostics and Disease Prediction with AI Optim

Data-Driven Diagnostics and Disease Prediction with AI Optimizationprovides useful insights into model creation, data preparation, and ethical issues for healthcare applications. The book covers all the c…

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Jan-Willem van Wingerden, Nassir Cassamo
Data-driven Modelling of Wind Farm Flow Control Strategies

This book presents data-driven algorithms used in the context of wind farm modelling and exploits their relation with concepts from non-linear dynamical system theory. The algortihms include Input Output …

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Martin Unterberg
Data-driven Indirect Tool Condition Monitoring in Sheet-metal Stamping

This dissertation introduces a framework for indirect tool condition monitoring in sheet-metal stamping using acoustic emission signals. Analysis of 398,047 fineblanking strokes from industrial and labora…

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Quantitative Methods and Data Analysis in Applied Demography - Volume 2

This second volume of two complements volume 1 by discussing models, risk and surveys in applied demography. Models and modeling cover a wide range of data analysis methods and techniques to cope with dem…

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Quantitative Methods and Data Analysis in Applied Demography - Volume 1

This first volume of two provides quantitative techniques to estimate the healthy life years lost by expanding the classical life tables to include the proportion with disability calculated from life tabl…

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Data Analysis and Related Applications, Volume 5

This book is a collective work by several leading scientists, analysts, engineers, mathematicians and statisticians, who have been working at the forefront of data analysis and related applications, arisi…

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Raphael Röttinger
Data Analysis and Risk Modelling for Terrorism Prevention:

In the field of terrorism prevention, data analysis plays a critical role in developing predictive models to address the growing complexity of modern terrorist tactics. This book examines the challenges, …

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Quantitative Approaches to Microcirculation

Microcirculation is a key area of interest within the realms of biology and medicine. As a vital discipline, microcirculatory biology forms a significant part of established medical fields like cardiovasc…

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Collaborative Methods

Collaborative Methods explores the intersections between participatory data analysis and feminist research--traditions that complement each other but are rarely examined together. The chapters highlight t…

lieferbar ab 16.10.2025.

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Cristina Cantagallo, Valentino Sangiorgio, Humberto Varum, Francesco Fiorito
Digitization of Built Heritage

This book presents a comprehensive framework for applying digital technologies to heritage conservation. It begins by developing a knowledge path of cultural heritage buildings through methods such as 3D …

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Emily Wall
Human Bias in Visual Data Analysis

Synthesis Lectures on Visualization

This is an open access book. It demonstrates how human biases affect the process of visual data analysis, a subject which has typically been left to researchers in cognitive and perceptual psychology and …

lieferbar ab 19.12.2025.

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Advances in Intelligent Data Analysis XXIII

This volume constitutes the proceedings of the 23rd International Symposium on Intelligent Data Analysis, IDA 2025, which was held in Konstanz, Germany, during May 7--9, 2025.The 35 full papers included i…

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Junwei Lu
Big Data Analysis

This book covers the methods and theory of high dimensional probability, statistics, large-scale optimization, and inference. We aim to quickly bring readers to the frontier and interdisciplinary areas of…

lieferbar ab 18.11.2025.

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Mona Khalil
Effective Data Analysis

From the back cover:Effective Data Analysis teaches you to deliver productive data science in business and research. It assumes you've mastered the basics and supports you with best practices normally lea…

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Steffen Hoffmann
Exploratives Benchmarking

Methoden des Benchmarkings sind integraler Bestandteil der wirtschaftswissenschaftlichen Forschung und Praxis. Elementare Aufgabe eines Benchmarkings ist es, durch den Vergleich mit den Besten Leistungslü…

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Sebastien Roch
Mathematical Methods in Data Science

Bridge the gap between theoretical concepts and their practical applications with this rigorous introduction to the mathematics underpinning data science. It covers essential topics in linear algebra, cal…

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Sebastien Roch
Mathematical Methods in Data Science

A hands-on textbook for advanced undergraduates and beginning graduate students in data science, offering an accessible introduction to the essential mathematics behind modern data analysis. With practica…

lieferbar ab 30.10.2025.

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Molecular Pathway Analysis Using High-Throughput Omics Molecular Data

The field molecular pathway analysis evolves rapidly, and many progressive methods have recently been discovered. Molecular Pathway Analysis Using High-Throughput OMICS Data contains the largest collectio…

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Immanuel Trummer
Data Analysis with Llms

Speed up common data science tasks with AI assistants like ChatGPT and Large Language Models (LLMs) from Anthropic, Cohere, Open AI, Google, Hugging Face, and more!Data Analysis with LLMs teaches you to u…

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