503 hasil untuk machine learning
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Chapter GeoAI for High-Resolution Urban Air Temperature Estimation and Urban Heat Island Monitoring
…world This book is intended for researchers and scientists interested in learning techniques in GeoAI, including the technologies for collecting, analyzing, managing, processing, and visualizing geospatial datasets. Chapters 3, 6, 7, 8, and 15 of this book are freely available as a downloadable…
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Signature Methods in Finance
…kernel, open a rich and compelling framework at the interface between machine learning and mathematical finance. “I have been extraordinarily fortunate to work alongside brilliant collaborators throughout this journey, and this book beautifully reflects the richness of that shared contribution—for…
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Beyond Quantity
How do artificial neural networks and other forms of artificial intelligence interfere with methods and practices in the sciences? Which interdisciplinary epistemological challenges arise when we think about the use of AI beyond its dependency on big data? Not only the natural sciences, but also…
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ChatGPT und andere »Quatschmaschinen«
Die Veröffentlichung von ChatGPT im Herbst 2022 heizte die Kontroverse um Künstliche Intelligenz an und führte zu einer seitdem unaufhörlichen Fragelust - verstärkt dadurch, dass dieselben Prompts schon kürzeste Zeit später andere Outputs generieren. In einem experimentellen Format präsentieren die…
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Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
This two-volume set LNCS 12962 and 12963 constitutes the thoroughly refereed proceedings of the 7th International MICCAI Brainlesion Workshop, BrainLes 2021, as well as the RSNA-ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge, the Federated Tumor Segmentation (FeTS) Challenge, the…
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Quantum Computing from Hopfield Nets
…for readers who have basic knowledge of Artificial Intelligence (AI) and Machine Learning (ML) and have a certain familiarity with search algorithms, optimization techniques, and neural networks. This is not because the authors are interested in Quantum AI or Quantum ML, but because they start from…
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Global Internet of Things and Edge Computing Summit
This Open Access book constitutes the proceedings from the First Global Internet of Things and Edge Computing Summit, GIECS 2024, held in September 24–25, 2024, in Brussels, Belgium. The 12 full papers presented here were carefully reviewed and selected from 21 submissions. These papers have been…
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Vector Semantics
This open access book introduces Vector semantics, which links the formal theory of word vectors to the cognitive theory of linguistics. The computational linguists and deep learning researchers who developed word vectors have relied primarily on the ever-increasing availability of large corpora…
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Feature Models
…AI areas of knowledge representation and reasoning, explainable AI, and machine learning.
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Advanced Digital Auditing
…information systems and related technologies, such as blockchain and self-learning systems, the book will be a valuable resource. It is aimed at students and practitioners who are interested in contemporary technology and managerial implications.
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Global Internet of Things and Edge Computing Summit
This Open Access book LNCS 2719 constitutes the proceedings of the Second International Summit on the Global Internet of Things and Edge Computing, GIECS 2025, held in Madrid, Spain, on September 22, 2025. The 14 full papers included in this volume were carefully reviewed and selected from 21…
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Multimedia Information Technology and Applications
This open access book constitutes the refereed proceedings of the 21st International Conference on Multimedia Information Technology and Applications, MITA 2025, Jeju, South Korea, during July 21–24, 2025. The 14 full papers and 5 short papers included in this book were carefully reviewed and…
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Anomaly detection for interoperable and modular operating room tables
Technologies that enable connectivity, interoperability and automation have the potential to increase the quality and efficiency of patient care. In this dissertation, the necessary adaptations to the software and E/E architectures of medical devices are examined using the example of operating…
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Neugierige Strukturvorschläge im maschinellen Lernen
Dieser Band beschäftigt sich mit dem maschinellen Lernen - der Autoadaption von algorithmischen Artefakten - als Thema interdisziplinärer Diskurse zu beispielsweise Selbstorganisation oder schwacher künstlicher Intelligenz. Anknüpfend an Heidegger, Goodman und Hubig ermöglicht die Studie einen…
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Computational Techniques for Modelling and Simulating Adsorption Processes for (Waste)Water Treatment
…molecular dynamics, Monte Carlo simulations and QSAR techniques; AI and machine learning in adsorption modelling; computational fluid dynamics and system-level optimization. Together, these topics provide researchers, engineers, and practitioners with the tools needed to model, simulate, and…
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Elements of Causal Inference
A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.The mathematization of causality is a relatively recent development, and has become increasingly important in data science and machine learning. This book offers a…
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Soziologie der Künstlichen Intelligenz
Die Erforschung Künstlicher Intelligenz (KI) ist in den letzten Jahren in eine neue Phase eingetreten. Der erleichterte Zugriff auf große Datenmengen und die Fortschritte im Bereich des maschinellen Lernens, insbesondere auf der Basis künstlicher neuronaler Netze, haben dabei zahlreiche neue…
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Bioimage Data Analysis Workflows ‒ Advanced Components and Methods
…relying on batch and GPU programming, as well as on powerful deep learning-based algorithms. In addition, downstream data processing techniques are introduced, such as Python libraries for data organization, plotting, and visualizations. Finally, by studying the way individual unique ideas are…
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Regularized System Identification
This open access book provides a comprehensive treatment of recent developments in kernel-based identification that are of interest to anyone engaged in learning dynamic systems from data. The reader is led step by step into understanding of a novel paradigm that leverages the power of machine…
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Computational Science – ICCS 2022
The four-volume set LNCS 13350, 13351, 13352, and 13353 constitutes the proceedings of the 22ndt International Conference on Computational Science, ICCS 2022, held in London, UK, in June 2022.* The total of 175 full papers and 78 short papers presented in this book set were carefully reviewed and…