AlgorithmicLearning – alle Bücher

Jakob Behnke
Automatische Optimierung von Audiosignalen für Transkription mit Evolutionären Algorithmen und Machine Learning

BestMasters

In diesem Buch wird die Empfindlichkeit des Automatic Speech Recognition-Werkzeugs Whisper auf Störgeräusche untersucht. Hierbei werden unterschiedliche Geräuschtypen in verschiedenen Lautstärken untersuc…

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Buch

Jens Gaulke
KI-Algorithmen mit Python

Die codegestützte Einführung ins Machine LearningIn Zeiten von Claude, Gemini, ChatGPT und Co. ist längst bekannt: KI ist nicht gleich KI. In diesem Buch lernen Sie die zentralen lernenden Algorithmen ken…

lieferbar ab 8.10.2026.

Buch

Jeremiah D. Deng
Machine Learning with Julia

Machine Learning: Foundations, Methodologies, and Applications

This textbook offers a comprehensive and accessible introduction to machine learning with the Julia programming language. It bridges mathematical theory and real-world practice, guiding readers through bo…

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Haiquan Zhao, Xiaoqiang Long, Xinyan Hou
Information Theoretic Learning-based Filter

This book provides a comprehensive and in-depth exploration of adaptive filtering algorithms based on the Information Theoretic Learning (ITL). As a powerful alternative to traditional second-order statis…

lieferbar ab 23.11.2026.

Buch

Bio-inspired Algorithms in Machine Learning and Deep Learning for Disease Detection

Currently, computational intelligence approaches are utilised in various science and engineering applications to analyse information, make decisions, and achieve optimisation goals. Over the past few deca…

lieferbar innerhalb 1-2 Wochen

Buch

Dennis Tay
Machine Learning Meets Discourse

Routledge Studies in Linguistics

Tay explores the performance-interpretability trade-off (PIT) as a critical tension in artificial intelligence (AI) and machine learning (ML), and shows its distinctive form in discourse analysis where pr…

lieferbar ab 27.10.2026.

Buch

Suparna Biswas
Machine Learning and Deep Learning in Human Activity Recognition and Fall Detection

Signals and Communication Technology

This book presents research into the domain of Human Activity Recognition (HAR) and Fall Detection (FD), with a focus on the seamless monitoring and support of elderly people. The author shows how current…

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Buch

Massih-Reza Amini
Advanced Supervised and Semi-supervised Learning

Cognitive Technologies

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…

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Buch

Oleksandr Kuznetsov
Intelligent Systems: From Theory to Applications

Cognitive Technologies

The field of Artificial Intelligence has seen explosive growth in recent years, yet a persistent challenge remains, namely bridging the gap between theoretical concepts and practical implementation. Too o…

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Buch

Fadele Ayotunde Alaba, Alvaro Rocha
Malware Detection on Smart Wearables Using Machine Learning Algorithms

Studies in Systems, Decision and Control - Band 549

This book digs into the important confluence of cybersecurity and big data, providing insights into the ever-changing environment of cyber threats and solutions to protect these enormous databases. In the…

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Buch

Debashish Das, Ali Safaa Sadiq, Seyedali Mirjalili
Optimization Algorithms in Machine Learning

Engineering Optimization: Methods and Applications

This book explores the development of several new learning algorithms that utilize recent optimization techniques and meta-heuristics. It addresses well-known models such as particle swarm optimization, g…

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Buch

Hoang Pham, Qihui Wu, Xufeng Zhao
Machine Learning

Springer Series in Reliability Engineering

This book is designed to provide a well-structured, comprehensive, and practical textbook on machine learning for undergraduate and graduate students in related fields. Through clear and accessible explan…

lieferbar ab 20.11.2026.

Buch

Ke Chen
Mathematical Modeling and Essential Regularization for Imaging Applications

Elements in Non-local Data Interactions: Foundations and Applications

To deal with an increasingly large and sophisticated class of real life problems, image processing methods range from the traditional filtering and thresholding techniques to advanced variational models a…

lieferbar ab 30.9.2026.

Buch

Ke Chen
Mathematical Modeling and Essential Regularization for Imaging Applications

Elements in Non-local Data Interactions: Foundations and Applications

To deal with an increasingly large and sophisticated class of real life problems, image processing methods range from the traditional filtering and thresholding techniques to advanced variational models a…

lieferbar ab 30.9.2026.

Buch

Bikram Pratim Bhuyan, Amylia Ait Saadi, Yassine Meraihi, Amar Ramdane-Cherif
Scientific Machine Learning

This book highlights and addresses a crucial need in the emerging field of Scientific Machine Learning (SciML) by offering a comprehensive and accessible guide that blends theory, algorithms, and applicat…

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Buch

Hang Wang, Sen Lin, Junshan Zhang
Continual and Reinforcement Learning for Edge AI

Synthesis Lectures on Learning, Networks, and Algorithms

This book provides a comprehensive introduction to continual and reinforcement learning for edge AI, which investigates how to build an AI agent that can continuously solve new learning tasks and enhance …

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Kritesh Kumar Gupta, Sudip Dey, Tanmoy Mukhopadhyay
Machine Learning in Nanoscale Materials Design

Materials Horizons: From Nature to Nanomaterials

This book provides a comprehensive overview of data-driven nano-scale characterization of materials. It covers the concept of accelerated computational characterization of nano-materials by individually a…

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Buch

Mazin A. M. Al Janabi
Liquidity Dynamics and Risk Modeling

This book presents a high-quality contribution to the applications of modern financial algorithms for liquidity risk management and its practical uses and applications to investable portfolios and mutual …

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Democracy and AI & Game AI Algorithms and Multi-Agent Learning

Lecture Notes in Computer Science - Band 16400

This book constitutes the proceedings of the The 6th International Workshop on Democracy and AI, DemocrAI 2025, and the 2nd Workshop on Game AI Algorithms and Multi-Agent Learning, GAAMAL 2025, Held in Co…

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Jona Motta
Development of Machine Learning ¿ Trigger Algorithms and Search for Higgs Boson Pair Production

Springer Theses

This book reports the successful optimization of the Compact Mupn Solenoid (CMS) tau trigger algorithm for the Run-3 (Phase-1) of the Large Hadron Collider (LHC) and a completely new and original design o…

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