Thema Data Mining – alle Bücher, Seite 2

Sascha Kersken
Daten- und Prozessanalyse für Fachinformatiker*innen

Rheinwerk Computing

Alles über den neuen Fachinformatik-Ausbildungsgang Daten- und Prozessanalyse. Worauf es dabei ankommt, zeigt Auszubildenden dieser Fachrichtung dieses neue Lehr- und Praxisbuch. Mathematische Grundlagen,…

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Andrei P. Kirilenko
Practical Data Mining with AI for Social Scientists

Springer Texts in Social Sciences

This book is designed as a foundational textbook for upper-level undergraduate and graduate students from non-technical fields who want to acquire a basic understanding of data science and learn practical…

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Scott Krig
Computer Vision Metrics

This 2nd Edition, based on the successful 2016 textbook, has been updated and expanded to cover 3rd generation Computer Vision and AI as it supersedes historical visual computing methods, providing a comp…

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Tze-San Lee
Misclassification in Epidemiology

Emerging Topics in Statistics and Biostatistics

This book examines the issues of misclassification in epidemiology. It includes some solutions to the old and new issues of misclassification in a variety of epidemiologic design studies. The book is sepa…

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Zehang Lin, Qing Li
Multimodal Event Detection on Social Media

Wireless Networks

This book systematically explores how to build reliable, cross-platform multimodal event detection systems that operate under open-world conditions in today's complex social media environment. It delves i…

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Gang Liu, Eric Inae, Meng Jiang
Deep Learning for Polymer Discovery

Synthesis Lectures on Data Mining and Knowledge Discovery

This book presents a comprehensive range of topics in deep learning for polymer discovery, from fundamental concepts to advanced methodologies. These topics are crucial as they address critical challenges…

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Antonio Martínez Rojas
Automate It All!

Lecture Notes in Business Information Processing - Band 579

This book is a revised version of the PhD dissertation written by the author at the University of Seville, Spain.It proposes a task mining framework that enriches user interface (UI) logs by incorporating…

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Eduardo Ogasawara, Rebecca Salles, Fabio Porto, Esther Pacitti
Event Detection in Time Series

Synthesis Lectures on Data Management

This book is dedicated to exploring and explaining time series event detection in databases. The focus is on events, which are pervasive in time series applications where significant changes in behavior a…

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Petraq Papajorgji, Howard Moskowitz
The Mind of Everyday

The advent of artificial intelligence (AI) is associated with relevant changes in how we live today. AI has the potential to significantly enhance daily decision-making by providing tailored, data-depende…

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Uday Kiran Rage
Hands-on Pattern Mining

This book introduces pattern mining by presenting various pattern mining techniques and giving hands-on experience with each technique. Pattern mining is a popular data mining technique with many real-wor…

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Elmar Rueckert
Data Modeling

This book presents the fundamental theories, concepts, and methods of data modeling, bridging physical processes with machine learning predictions. It covers topics such as data collection, storage, analy…

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Nasir Salari
Advanced Marketing Analytics

This textbook is ideal for learning and understanding more advanced data and analytical techniques in marketing analytics. Advanced Marketing Analytics by Nasir Salari provides postgraduate students with …

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Gero Szepannek
Grundprinzipien des maschinellen Lernens

Was steckt hinter den Algorithmen der künstlichen Intelligenz?Künstliche Intelligenz und maschinelles Lernen halten zunehmend Einzug, in betrieblichen Anwendungen wie in der Forschung. Nicht alle Anwender…

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Gregor Thurmair
Knowledge-Driven Multilingual Text Analysis and Transparent Information Retrieval

Cognitive Technologies

This book presents all components and knowledge sources required for Transparent Information Retrieval. Depending on the respective topic and taking care of their interoperability, both deep and shallow t…

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Chen-Tse Tsai, Shyam Upadhyay, Dan Roth
Multilingual Entity Linking

Synthesis Lectures on Human Language Technologies

This book focuses on Entity Discovery and Linking (EDL), which is the problem of identifying concepts and entities, disambiguating them, and grounding them to one or more knowledge bases (KBs). The author…

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Dinusha Vatsalan, Hassan Asghar, Dali Kaafar
Privacy-Preserving Record Linkage

Advances in Information Security - Band 94

This is the first book on Privacy-Preserving Record Linkage (PPRL) that provides a comprehensive coverage of the different aspects, ranging from ethical considerations such as fairness-bias in record link…

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Markus Vollmert
Google Analytics 4

Frustrated by the complexities of Google Analytics 4? Let us show you the way! Whether this is your first foray into GA4 or you need a detailed guide to supplement your existing training, you'll get step-…

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Cheng Wang
Computational Structural Behavior

As intelligent behavior modeling grows increasingly complex, existing models have reached a bottleneck in their ability to express behavior. This book proposed the concept---Behavioral Molecular Structure…

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Shirui Wang, Wenyi Hu, Xuqing Wu, Jiefu Chen
Deep Learning for Seismic Data Enhancement and Representation

Advances in Oil and Gas Exploration & Production

Seismic imaging is a key component of subsurface exploration, and it depends on a high-quality seismic data acquisition system with effective seismic processing algorithms. Seismic data quality concerns v…

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Jingyuan Wang, Jiahao Ji
Mechanism-Driven Explainable Urban Spatio-Temporal Prediction

Big Data Management

Urban environments generate massive streams of spatio-temporal data, yet accurately predicting urban dynamics remains a fundamental challenge due to complex human mobility patterns, evolving environmental…

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