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Fundamentals of Pattern Recognition and Machine Learning

This book is a concise but thorough introduction to the tools commonly used in pattern recognition and machine learning, including classification, dimensionality reduction, regression, and clustering, as well as recent popular topics such as deep neural networks and Gaussian process regression. The...

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Bibliografiske detaljer
Hovedforfatter:	Braga-Neto, Ulisses (Author)
Institution som forfatter:	SpringerLink (Online service)
Format:	Electronisk eBog
Sprog:	engelsk
Udgivet:	Cham : Springer International Publishing : Imprint: Springer, 2024.
Udgivelse:	2nd ed. 2024.
Fag:	Image processing > Digital techniques. Computer vision. Machine learning. Pattern recognition systems. Bioinformatics. Computer Imaging, Vision, Pattern Recognition and Graphics. Machine Learning. Automated Pattern Recognition. Computer Vision.
Online adgang:	https://doi.org/10.1007/978-3-031-60950-3
Tags:	Tilføj Tag Ingen Tags, Vær først til at tagge denne postø!

Lignende værker

Open-Set Text Recognition Concepts, Framework, and Algorithms /
af: Yin, Xu-Cheng, et al.
Udgivet: (2024)

Pattern Recognition and Machine Intelligence 10th International Conference, PReMI 2023, Kolkata, India, December 12–15, 2023, Proceedings /
Udgivet: (2023)

Pattern Analysis and Machine Intelligence First International Conference, ICPAMI 2024, Shanghai, China, August 30 – September 1, 2024, Proceedings /
Udgivet: (2025)

Trustworthy Artificial Intelligence for Healthcare Second International Workshop, TAI4H 2024, Jeju, South Korea, August 4, 2024, Proceedings /
Udgivet: (2024)

Pattern Recognition. Competitions 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XXXIV /
Udgivet: (2025)

Pattern Recognition and Artificial Intelligence 4th International Conference, ICPRAI 2024, Jeju Island, South Korea, July 03-06, 2024, Proceedings, Part II /
Udgivet: (2025)

Pattern Recognition and Artificial Intelligence 4th International Conference, ICPRAI 2024, Jeju Island, South Korea, South Korea, July 03–06, 2024, Proceedings, Part I /
Udgivet: (2025)

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26–29, 2024, Proceedings, Part II /
Udgivet: (2025)

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26–29, 2024, Proceedings, Part I /
Udgivet: (2025)

Advanced Palmprint Authentication
af: Zhang, David, et al.
Udgivet: (2025)

Pattern recognition and machine learning /
af: Bishop, Christopher M.
Udgivet: (2006)

Pattern recognition and machine learning
af: Bishop, Christopher M
Udgivet: (2006)

Handbook of Face Recognition
Udgivet: (2024)

Object Tracking Technology Trends, Challenges and Applications /
Udgivet: (2023)

High-Orders Motion Analysis Computer Vision Methods /
af: Sun, Yan
Udgivet: (2024)

Medical Image Learning with Limited and Noisy Data Second International Workshop, MILLanD 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings /
Udgivet: (2023)

Head and Neck Tumor Segmentation and Outcome Prediction Third Challenge, HECKTOR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings /
Udgivet: (2023)

Digital Watermarking for Machine Learning Model Techniques, Protocols and Applications /
Udgivet: (2023)

Advanced Computational Intelligence and Intelligent Informatics 8th International Workshop, IWACIII 2023, Beijing, China, November 3–5, 2023, Proceedings, Part I /
Udgivet: (2024)

Advanced Computational Intelligence and Intelligent Informatics 8th International Workshop, IWACIII 2023, Beijing, China, November 3–5, 2023, Proceedings, Part II /
Udgivet: (2024)

Neural Networks with Model Compression
af: Zhang, Baochang, et al.
Udgivet: (2024)

Computer-Aided Design and Computer Graphics 18th International Conference, CAD/Graphics 2023, Shanghai, China, August 19–21, 2023, Proceedings /
Udgivet: (2024)

Anomaly Detection in Video Surveillance
af: Wang, Xiaochun
Udgivet: (2024)

Document Layout Analysis
af: Bhowmik, Showmik
Udgivet: (2023)

Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 Workshops LDTM 2024, MMMI/ML4MHD 2024, ML-CDS 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6–10, 2024, Proceedings /
Udgivet: (2025)

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops MTSAIL 2023, LEAF 2023, AI4Treat 2023, MMMI 2023, REMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8–12, 2023, Proceedings /
Udgivet: (2023)

Left Atrial and Scar Quantification and Segmentation First Challenge, LAScarQS 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings /
Udgivet: (2023)

Computer Vision and Image Processing 7th International Conference, CVIP 2022, Nagpur, India, November 4–6, 2022, Revised Selected Papers, Part I /
Udgivet: (2023)

Computer Vision and Image Processing 7th International Conference, CVIP 2022, Nagpur, India, November 4–6, 2022, Revised Selected Papers, Part II /
Udgivet: (2023)

Computational Mathematics Modeling in Cancer Analysis Second International Workshop, CMMCA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings /
Udgivet: (2023)

Computational Mathematics Modeling in Cancer Analysis Third International Workshop, CMMCA 2024, Marrakesh, Morocco, October 6, 2024, Proceedings /
Udgivet: (2025)

Advances in Visual Computing 18th International Symposium, ISVC 2023, Lake Tahoe, NV, USA, October 16–18, 2023, Proceedings, Part II /
Udgivet: (2023)

Computer Vision – ECCV 2024 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LVIII /
Udgivet: (2025)

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8–12, 2023, Proceedings /
Udgivet: (2023)

Computer Vision – ECCV 2024 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXXVIII /
Udgivet: (2025)

Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 Workshops ISIC 2024, iMIMIC 2024, EARTH 2024, DeCaF 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6–10, 2024, Proceedings /
Udgivet: (2025)

Ultra-Widefield Fundus Imaging for Diabetic Retinopathy First MICCAI Challenge, UWF4DR 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings /
Udgivet: (2025)

Computer Vision and Image Processing 8th International Conference, CVIP 2023, Jammu, India, November 3–5, 2023, Revised Selected Papers, Part I /
Udgivet: (2024)

Deep Learning for Agricultural Visual Perception Crop Pest and Disease Detection /
af: Wang, Rujing, et al.
Udgivet: (2023)

Image-Based Prediction of Retinal Disease Progression MICCAI Challenges, DIAMOND 2024 and MARIO 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings /
Udgivet: (2025)