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  Author: creativelivenew1   |   23 April 2024   |   Comments icon: 0
Machine Learning for Multimodal Healthcare Data First International Workshop, ML4MHD 2023, Honolulu, Hawaii, USA, July
Free Download Andreas K. Maier, "Machine Learning for Multimodal Healthcare dаta: First International Workshop, ML4MHD 2023, Honolulu, Hawaii, USA, July "
English | ISBN: 3031476786 | 2024 | 200 pages | PDF | 20 MB
This book constitutes the proceedings of the First International Workshop on Machine Learning for Multimodal Healthcare Date, ML4MHD 2023, held in Honolulu, Hawaii, USA, in July 2023.

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  Author: creativelivenew1   |   23 April 2024   |   Comments icon: 0
Machine Learning for Environmental Noise Classification in Smart Cities
Free Download Machine Learning for Environmental Noise Classification in Smart Cities
English | 2024 | ISBN: 3031546660 | 225 Pages | PDF EPUB (True) | 85 MB
We present a Machine Learning (ML) approach to monitoring and classifying noise pollution. Both methods of monitoring and classification have been proven successful. MATLAB and Python code was generated to monitor all types of noise pollution from the collected data, while ML was trained to classify these data. ML algorithms showed promising performance in monitoring the different sound classes such as highways, railways, trains and birds, airports and many more. It is observed that all the data obtained by both methods can be used to control noise pollution levels and for data analytics. They can help decision making and policy making by stakeholders such as municipalities, housing authorities and urban planners in smart cities. The findings indicate that ML can be used effectively in monitoring and measurement. Improvements can be obtained by enhancing the data collection methods. The intention is to develop more ML platforms from which to construct a less noisy. The second objective of this study was to visualize and analyze the data of 18 types of noise pollution that have been collected from 16 different locations in Malaysia. All the collected data were stored in Tableau software. Through the use of both qualitative and quantitative measurements, the data collected for this project was then combined to create a noise map database that can help smart cities make informed decisions.

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  Author: creativelivenew1   |   23 April 2024   |   Comments icon: 0
Machine Learning for Edge Computing
Free Download Machine Learning for Edge Computing: Frameworks, Patterns and Best Practices
English | 2023 | ISBN: 0367694328 | 250 Pages | EPUB | 4 MB
This book divides edge intelligence into AI for edge (intelligence-enabled edge computing) and AI on edge (artificial intelligence on edge). It focuses on providing optimal solutions to the key concerns in edge computing through effective AI technologies, and it discusses how to build AI models, i.e., model training and inference, on edge. This book provides insights into this new inter-disciplinary field of edge computing from a broader vision and perspective. The authors discuss machine learning algorithms for edge computing as well as the future needs and potential of the technology. The authors also explain the core concepts, frameworks, patterns, and research roadmap, which offer the necessary background for potential future research programs in edge intelligence.

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  Author: creativelivenew1   |   23 April 2024   |   Comments icon: 0
Machine Learning and Knowledge Discovery in Databases Research Track European Conference, ECML PKDD 2023, Turin, Italy
Free Download Danai Koutra, "Machine Learning and Knowledge Discovery in Databases: Research Track: European Conference, ECML PKDD 2023, Turin, Italy"
English | ISBN: 3031434234 | 2023 | 516 pages | PDF | 34 MB
The multi-volume set LNAI 14169 until 14175 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2023, which took place in Turin, Italy, in September 2023.

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  Author: creativelivenew1   |   23 April 2024   |   Comments icon: 0
Machine Learning and Data Mining for Sports Analytics 8th International Workshop, MLSA 2021, Virtual Event, September 1
Free Download Ulf Brefeld, "Machine Learning and Data Mining for Sports Analytics: 8th International Workshop, MLSA 2021, Virtual Event, September 1"
English | ISBN: 303102043X | 2022 | 216 pages | PDF | 21 MB
This book constitutes the refereed post-conference proceedings of the 8th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2021, held as virtual event in September 2021.

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  Author: creativelivenew1   |   23 April 2024   |   Comments icon: 0
Machine Learning and Data Mining for Sports Analytics 10th International Workshop, MLSA 2023, Turin, Italy, September 1
Free Download Ulf Brefeld, "Machine Learning and Data Mining for Sports Analytics: 10th International Workshop, MLSA 2023, Turin, Italy, September 1"
English | ISBN: 3031538323 | 2024 | 214 pages | PDF | 16 MB
This book constitutes the refereed proceedings of the 10th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2023, held in Turin, Italy, in September 2023.

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  Author: creativelivenew1   |   23 April 2024   |   Comments icon: 0
Machine Learning and Autonomous Systems Proceedings of ICMLAS 2021
Free Download Joy Iong-Zong Chen, "Machine Learning and Autonomous Systems: Proceedings of ICMLAS 2021 "
English | ISBN: 9811679959 | 2022 | 673 pages | PDF | 18 MB
This book involves a collection of selected papers presented at International Conference on Machine Learning and Autonomous Systems (ICMLAS 2021), held in Tamil Nadu, India, during 24-25 September 2021. It includes novel and innovative work from experts, practitioners, scientists and decision-makers from academia and industry. It covers selected papers in the area of emerging modern mobile robotic systems and intelligent information systems and autonomous systems in agriculture, health care, education, military and industries.

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  Author: creativelivenew1   |   23 April 2024   |   Comments icon: 0
Machine Learning Theory to Applications
Free Download Machine Learning: Theory to Applications
English | 2022 | ISBN: 0367634538 | 212 Pages | EPUB | 5.4 MB
The book reviews core concepts of machine learning (ML) while focusing on modern applications. It is aimed at those who want to advance their understanding of ML by providing technical and practical insights. It does not use complicated mathematics to explain how to benefit from ML algorithms. Unlike the existing literature, this work provides the core concepts with emphasis on fresh ideas and real application scenarios. It starts with the basic concepts of ML and extends the concepts to the different deep learning algorithms. The book provides an introduction and main elements of evaluation tools with Python and walks you through the recent applications of ML in self-driving cars, cognitive decision making, communication networks, security, and signal processing. The concept of generative networks is also presented and focuses on GANs as a tool to improve the performance of existing algorithms.

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  Author: creativelivenew1   |   23 April 2024   |   Comments icon: 0
Machine Learning System Design (MEAP V07)
Free Download Machine Learning System Design (MEAP V07)
English | 2023 | ISBN: 9781633438750 | 351 pages | MOBI | 5.35 Mb
Machine Learning System Design: With end-to-end examples is a practical guide for planning and designing successful ML applications. It lays out a clear, repeatable framework for building, maintaining, and improving systems at any scale. Authors Arseny Kravchenko and Valeri Babushkin have filled this unique handbook with campfire stories and personal tips from their own extensive careers. You'll learn directly from their experience as you consider every facet of a machine learning system, from requirements gathering and data sourcing to deployment and management of the finished system.

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  Author: creativelivenew1   |   23 April 2024   |   Comments icon: 0
Machine Learning Q and AI 30 Essential Questions and Answers on Machine Learning and AI
Free Download Machine Learning Q and AI: 30 Essential Questions and Answers on Machine Learning and AI by Sebastian Raschka
English | April 16th, 2024 | ISBN: 1718503768 | 264 pages | True EPUB (Retail Copy) | 25.37 MB
Learn the answers to 30 cutting-edge questions in machine learning and AI and level up your expertise in the field.

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