Supervised Learning – alle Bücher

Massih-Reza Amini
Advanced Supervised and Semi-supervised Learning

Machine learning is one of the leading areas of artificial intelligence. It concerns the study and development of quantitative models that enable a computer to carry out operations without having been exp…

lieferbar innerhalb 2-3 Wochen

Buch

Roi Yehoshua
Machine Learning Foundations

The Essential Guide to Machine Learning in the Age of AIMachine learning stands at the heart of today's most transformative technologies: advancing scientific discovery, reshaping industries, and transfor…

lieferbar ab 7.2.2026.

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Vaibhav Verdhan
Models and Algorithms for Unlabelled Data

Discover all-practical implementations of the key algorithms and models for handling unlabeled data. Full of case studies demonstrating how to apply each technique to real-world problems. In Models and Al…

lieferbar innerhalb 1-2 Wochen

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Ricky Leung
Leveraging GenAI for Machine Learning Education in Public Health

Part 1 Laying the Foundation.- Chapter 1 Introduction.- Chapter 2 Understanding AI and Machine Learning for Public Health.- Chapter 3 Getting Started with RStudio and ChapGPT.- Part 2 Machine Learning Tec…

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Positioning and Navigation Using Machine Learning Methods

This is the first book completely dedicated to positioning and navigation using machine learning methods. It deals with ground, aerial, and space positioning and navigation for pedestrians, vehicles, UAVs…

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Haesik Kim
Artificial Intelligence in the 6G Ecosystem

This textbook provides knowledge of artificial intelligence (AI), wireless communications, and cellular networks. It covers AI techniques such as unsupervised learning, supervised learning, reinforcement …

lieferbar ab 13.2.2026.

Buch

Krish W. Ramadurai, Abhirup Banerjee
Machine Learning-Driven Rational Design in Nanomedicine

SpringerBriefs in Bioengineering

This book explores how machine learning is transforming nanomedicine, with a focus on the rational design of lipid nanoparticles (LNPs) for mRNA-based therapies. Moving beyond traditional, labor-intensive…

lieferbar ab 13.1.2026.

Buch

Emerging Trends in Artificial Intelligence, Data Science and Signal Processing

.- Impulsive Transaction Prediction for People with Bipolar Disorder using Supervised Learning Algorithms. .- A Novel Transformer-Based Approach for Portfolio Allocation Using Attention Mechanism. .- Quer…

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Information Processing in Medical Imaging

This two-volume set LNCS 15829-15830 constitutes the proceedings of the 29th International Conference on Information Processing in Medical Imaging, IPMI 2025, held on Kos, Greece, during May 25-30, 2025.T…

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Artificial Intelligence Applications and Innovations

.- A Multi-Agent System Approach for Dynamic and Adaptive Daily Profile Detection in Building Data..- Agile MLOps: Bridging the Gap Between Agility and Machine Learning Operations..- Artificial Intelligen…

lieferbar innerhalb 2-3 Wochen

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Information Processing in Medical Imaging

This two-volume set LNCS 15829-15830 constitutes the proceedings of the 29th International Conference on Information Processing in Medical Imaging, IPMI 2025, held on Kos, Greece, during May 25-30, 2025.T…

lieferbar innerhalb 2-3 Wochen

Buch

Artificial Intelligence Applications and Innovations

.- A Multi-Agent System Approach for Dynamic and Adaptive Daily Profile Detection in Building Data..- Agile MLOps: Bridging the Gap Between Agility and Machine Learning Operations..- Artificial Intelligen…

lieferbar innerhalb 2-3 Wochen

Buch

Giovanni Volpe, Benjamin Midtvedt, Jesús Pineda, Henrik Klein Moberg
Deep Learning Crash Course

A complete guide to deep neural networks -- the technology behind AI -- covering fundamental and advanced techniques to apply machine learning in real-world scenarios.Deep Learning Crash Course goes beyon…

lieferbar ab 6.1.2026.

Buch

Intelligent Information Processing XII

.- Early Anomaly Detection in Hydraulic Pumps Based on LSTM Traffic Prediction Model..- Dynamic Parameter Estimation for Mixtures of Plackett-Luce Models..- Recognition of Signal Modulation Pattern Based …

lieferbar innerhalb 2-3 Wochen

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Diabetic Foot Ulcers Grand Challenge

This book constitutes the 4th Challenge on Diabetic Foot Ulcers, DFUC2024, held in conjunction with the 27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI …

lieferbar innerhalb 2-3 Wochen

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Zihao Zhang, Stefan Zohren
Deep Learning in Quantitative Trading

This Element provides a comprehensive guide to deep learning in quantitative trading, merging foundational theory with hands-on applications. It is organized into two parts. The first part introduces the …

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Zihao Zhang, Stefan Zohren
Deep Learning in Quantitative Trading

This Element provides a comprehensive guide to deep learning in quantitative trading, merging foundational theory with hands-on applications. It is organized into two parts. The first part introduces the …

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Benedikt Sterr
Machine learning aided multiscale mechanics of fiber suspensions

We present a Fast-Fourier-Transform (FFT) based computational approach to computing the viscous stress response of rigid fibers suspended in a non-Newtonian medium. We identify closed-form models for the …

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Theodoros Karakasidis, Avraam Charakopoulos
Time Series and Networks Analysis

Introduction.- Time series statistics.- Time domain analysis.- Correlation and causality.- Clustering time series.- Nonlinear analysis.- Complex network time series.- Topological properties of networks.- …

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Supervised and Unsupervised Statistical Data Analysis

The contributions in this book offer new insights into the theoretical and practical challenges of supervised and unsupervised learning, highlighting the remarkable breadth of contemporary statistical res…

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