Segmentation With Matlab Cluster Analisis And Nearest Neighbors Knn

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Biosignal and Medical Image Processing

Author : John L. Semmlow
Publisher : CRC Press
ISBN 13 : 1466567376
Total Pages : 630 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Biosignal and Medical Image Processing by : John L. Semmlow

Download or read book Biosignal and Medical Image Processing written by John L. Semmlow and published by CRC Press. This book was released on 2021-10-01 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written specifically for biomedical engineers, Biosignal and Medical Image Processing, Third Edition provides a complete set of signal and image processing tools, including diagnostic decision-making tools, and classification methods. Thoroughly revised and updated, it supplies important new material on nonlinear methods for describing and classify

Intelligent Data Engineering and Analytics

Author : Suresh Chandra Satapathy
Publisher : Springer Nature
ISBN 13 : 9811666245
Total Pages : 556 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Intelligent Data Engineering and Analytics by : Suresh Chandra Satapathy

Download or read book Intelligent Data Engineering and Analytics written by Suresh Chandra Satapathy and published by Springer Nature. This book was released on 2022-02-28 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 9th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2021), held at NIT Mizoram, Aizwal, Mizoram, India, during June 25 – 26, 2021. FICTA conference aims to bring together researchers, scientists, engineers, and practitioners to exchange their new ideas and experiences in the domain of intelligent computing theories with prospective applications to various engineering disciplines. This volume covers broad areas of Intelligent Data Engineering and Analytics. The conference papers included herein presents both theoretical as well as practical aspects of data intensive computing, data mining, big data, knowledge management, intelligent data acquisition and processing from sensors, data communication networks protocols and architectures, etc. The volume will also serve as a knowledge centre for students of post-graduate level in various engineering disciplines.

Intelligent Systems

Author : Siba K. Udgata
Publisher : Springer Nature
ISBN 13 : 9819939321
Total Pages : 617 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Intelligent Systems by : Siba K. Udgata

Download or read book Intelligent Systems written by Siba K. Udgata and published by Springer Nature. This book was released on 2023-11-07 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features best selected research papers presented at the Third International Conference on Machine Learning, Internet of Things and Big Data (ICMIB 2023) held at Indira Gandhi Institute of Technology, Sarang, India, during March 10–12, 2023. It comprises high-quality research work by academicians and industrial experts in the field of machine learning, mobile computing, natural language processing, fuzzy computing, green computing, human–computer interaction, information retrieval, intelligent control, data mining and knowledge discovery, evolutionary computing, IoT and applications in smart environments, smart health, smart city, wireless networks, big data, cloud computing, business intelligence, Internet security, pattern recognition, predictive analytics applications in health care, sensor networks and social sensing, and statistical analysis of search techniques.

Data Clustering: Theory, Algorithms, and Applications, Second Edition

Author : Guojun Gan
Publisher : SIAM
ISBN 13 : 1611976332
Total Pages : 430 pages
Book Rating : 4.6/5 (119 download)

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Book Synopsis Data Clustering: Theory, Algorithms, and Applications, Second Edition by : Guojun Gan

Download or read book Data Clustering: Theory, Algorithms, and Applications, Second Edition written by Guojun Gan and published by SIAM. This book was released on 2020-11-10 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data clustering, also known as cluster analysis, is an unsupervised process that divides a set of objects into homogeneous groups. Since the publication of the first edition of this monograph in 2007, development in the area has exploded, especially in clustering algorithms for big data and open-source software for cluster analysis. This second edition reflects these new developments, covers the basics of data clustering, includes a list of popular clustering algorithms, and provides program code that helps users implement clustering algorithms. Data Clustering: Theory, Algorithms and Applications, Second Edition will be of interest to researchers, practitioners, and data scientists as well as undergraduate and graduate students.

Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques

Author : Abdulhamit Subasi
Publisher : Academic Press
ISBN 13 : 0128176733
Total Pages : 458 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques by : Abdulhamit Subasi

Download or read book Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques written by Abdulhamit Subasi and published by Academic Press. This book was released on 2019-03-16 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques: A MATLAB Based Approach presents how machine learning and biomedical signal processing methods can be used in biomedical signal analysis. Different machine learning applications in biomedical signal analysis, including those for electrocardiogram, electroencephalogram and electromyogram are described in a practical and comprehensive way, helping readers with limited knowledge. Sections cover biomedical signals and machine learning techniques, biomedical signals, such as electroencephalogram (EEG), electromyogram (EMG) and electrocardiogram (ECG), different signal-processing techniques, signal de-noising, feature extraction and dimension reduction techniques, such as PCA, ICA, KPCA, MSPCA, entropy measures, and other statistical measures, and more. This book is a valuable source for bioinformaticians, medical doctors and other members of the biomedical field who need a cogent resource on the most recent and promising machine learning techniques for biomedical signals analysis. - Provides comprehensive knowledge in the application of machine learning tools in biomedical signal analysis for medical diagnostics, brain computer interface and man/machine interaction - Explains how to apply machine learning techniques to EEG, ECG and EMG signals - Gives basic knowledge on predictive modeling in biomedical time series and advanced knowledge in machine learning for biomedical time series

Clustering Algorithms

Author : John A. Hartigan
Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 374 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Clustering Algorithms by : John A. Hartigan

Download or read book Clustering Algorithms written by John A. Hartigan and published by John Wiley & Sons. This book was released on 1975 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Shows how Galileo, Newton, and Einstein tried to explain gravity. Discusses the concept of microgravity and NASA's research on gravity and microgravity.

Explaining the Success of Nearest Neighbor Methods in Prediction

Author : George H. Chen
Publisher : Foundations and Trends (R) in Machine Learning
ISBN 13 : 9781680834543
Total Pages : 264 pages
Book Rating : 4.8/5 (345 download)

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Book Synopsis Explaining the Success of Nearest Neighbor Methods in Prediction by : George H. Chen

Download or read book Explaining the Success of Nearest Neighbor Methods in Prediction written by George H. Chen and published by Foundations and Trends (R) in Machine Learning. This book was released on 2018-05-30 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explains the success of Nearest Neighbor Methods in Prediction, both in theory and in practice.

Communication, Signal Processing & Information Technology

Author : Faouzi Derbel
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110448394
Total Pages : 142 pages
Book Rating : 4.1/5 (14 download)

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Book Synopsis Communication, Signal Processing & Information Technology by : Faouzi Derbel

Download or read book Communication, Signal Processing & Information Technology written by Faouzi Derbel and published by Walter de Gruyter GmbH & Co KG. This book was released on 2017-03-20 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: Communication & Signal Processing involving topics such as: Communications Theory and Techniques, Communications Protocols and Standards, Telecommunication Systems, Modulation and Signal Design, Coding Compression and Information Theory, Communication Networks, Wireless Communication, Optical Communication, Wireless Sensor Networks, MIMO Systems, MIMO Communications, Signal Processing for Communications e-Learning. Digital Signal Processing, Multiresolution Analysis, Wavelets, Smart Antennas, Adaptive Antennas, Theory and Practice of Signal Processing, Digital Signal Processing, Speech, Image, Video Signal Processing, Person Authentication, Biometry, Medical Imaging, Remote Sensing Analysis, Image Indexation, Image compression, Data Fusion and Pattern Recognition, Parallel Computing, Artificial Intelligence, Information Retrieval.

Proceedings of International Conference on Data Science and Applications

Author : Mukesh Saraswat
Publisher : Springer Nature
ISBN 13 : 9811966346
Total Pages : 908 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of International Conference on Data Science and Applications by : Mukesh Saraswat

Download or read book Proceedings of International Conference on Data Science and Applications written by Mukesh Saraswat and published by Springer Nature. This book was released on 2023-02-06 with total page 908 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers outstanding papers presented at the International Conference on Data Science and Applications (ICDSA 2022), organized by Soft Computing Research Society (SCRS) and Jadavpur University, Kolkata, India, from 26 to 27 March 2022. It covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.

Introduction to Pattern Recognition

Author : Sergios Theodoridis
Publisher : Academic Press
ISBN 13 : 0080922759
Total Pages : 233 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Introduction to Pattern Recognition by : Sergios Theodoridis

Download or read book Introduction to Pattern Recognition written by Sergios Theodoridis and published by Academic Press. This book was released on 2010-03-03 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Pattern Recognition: A Matlab Approach is an accompanying manual to Theodoridis/Koutroumbas' Pattern Recognition. It includes Matlab code of the most common methods and algorithms in the book, together with a descriptive summary and solved examples, and including real-life data sets in imaging and audio recognition. This text is designed for electronic engineering, computer science, computer engineering, biomedical engineering and applied mathematics students taking graduate courses on pattern recognition and machine learning as well as R&D engineers and university researchers in image and signal processing/analyisis, and computer vision. - Matlab code and descriptive summary of the most common methods and algorithms in Theodoridis/Koutroumbas, Pattern Recognition, Fourth Edition - Solved examples in Matlab, including real-life data sets in imaging and audio recognition - Available separately or at a special package price with the main text (ISBN for package: 978-0-12-374491-3)

Computer Vision and Image Analysis for Industry 4.0

Author : Nazmul Siddique
Publisher : CRC Press
ISBN 13 : 1000804739
Total Pages : 214 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Computer Vision and Image Analysis for Industry 4.0 by : Nazmul Siddique

Download or read book Computer Vision and Image Analysis for Industry 4.0 written by Nazmul Siddique and published by CRC Press. This book was released on 2023-06-12 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focuses on several core aspects of Industry 4.0 on computer vision & imaging. Highlights several exciting techniques for disease prediction, NLP, image captioning, flood level assessment, crop classifications, and fabrication of smart wheelchairs. Covers several chapters on Natural Language Processing (NLP), focusing on Bangla language. Chapters presented in a step-by-step manner so that young minds can understand and implement easily.

Progress in Advanced Computing and Intelligent Engineering

Author : Bibudhendu Pati
Publisher : Springer
ISBN 13 : 9811317089
Total Pages : 585 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Progress in Advanced Computing and Intelligent Engineering by : Bibudhendu Pati

Download or read book Progress in Advanced Computing and Intelligent Engineering written by Bibudhendu Pati and published by Springer. This book was released on 2018-12-17 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book gathers high-quality research papers presented at the International Conference on Advanced Computing and Intelligent Engineering (ICACIE 2017). It includes technical sections describing progress in the fields of advanced computing and intelligent engineering, and is primarily intended for postgraduate students and researchers working in Computer Science and Engineering. However, researchers working in Electronics will also find the book useful, as it addresses hardware technologies and next-gen communication technologies.

Data Science and Artificial Intelligence for Digital Healthcare

Author : Pradeep Kumar Singh
Publisher : Springer Nature
ISBN 13 : 3031568184
Total Pages : 284 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Data Science and Artificial Intelligence for Digital Healthcare by : Pradeep Kumar Singh

Download or read book Data Science and Artificial Intelligence for Digital Healthcare written by Pradeep Kumar Singh and published by Springer Nature. This book was released on with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Kernel Methods in Bioengineering, Signal and Image Processing

Author : Gustavo Camps-Valls
Publisher : IGI Global
ISBN 13 : 1599040425
Total Pages : 431 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Kernel Methods in Bioengineering, Signal and Image Processing by : Gustavo Camps-Valls

Download or read book Kernel Methods in Bioengineering, Signal and Image Processing written by Gustavo Camps-Valls and published by IGI Global. This book was released on 2007-01-01 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book presents an extensive introduction to the field of kernel methods and real world applications. The book is organized in four parts: the first is an introductory chapter providing a framework of kernel methods; the others address Bioegineering, Signal Processing and Communications and Image Processing"--Provided by publisher.

Discriminatory Analysis

Author : Evelyn Fix
Publisher :
ISBN 13 :
Total Pages : 142 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Discriminatory Analysis by : Evelyn Fix

Download or read book Discriminatory Analysis written by Evelyn Fix and published by . This book was released on 1985 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Electronics, Communications and Networks IV

Author : Amir Hussain
Publisher : CRC Press
ISBN 13 : 1315682109
Total Pages : 1836 pages
Book Rating : 4.3/5 (156 download)

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Book Synopsis Electronics, Communications and Networks IV by : Amir Hussain

Download or read book Electronics, Communications and Networks IV written by Amir Hussain and published by CRC Press. This book was released on 2015-07-01 with total page 1836 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 4th International Conference on Electronic, Communications and Networks (CECNet2014) inherits the fruitfulness of the past three conferences and lays a foundation for the forthcoming next year in Shanghai. CECNet2014 was hosted by Hubei University of Science and Technology, China, with the main objective of providing a comprehensive global forum for experts and participants from acadamia to exchange ideas and presenting results of ongoing research in the most state-of-the-art areas of Consumer Electronics Technology, Communication Engineering and Technology, Wireless Communications Enginneering and Technology, and Computer Engineering and Technology.In this event, 13 famous scholars and Engineers have delivered the keynote speeches on their latest research, including Prof. Vijaykrishnan Narayanan (a Fellow of the Institute of Electrical and ElectronicsEngineers), Prof. Han-Chieh Chao (the Director of the Computer Center for Ministry of Education Taiwan from September 2008 to July 2010), Prof. Borko Furht (the founder of the Journal of Multimedia Tools and Applications), Prof. Kevin Deng (who served as Acting Director of Hong Kong APAS R&D Center in 2010), and Prof. Minho Jo (the Professor of Department of Computer and Information Science, Korea University).

Hyperspectral Image Analysis

Author : Saurabh Prasad
Publisher : Springer Nature
ISBN 13 : 3030386171
Total Pages : 464 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Hyperspectral Image Analysis by : Saurabh Prasad

Download or read book Hyperspectral Image Analysis written by Saurabh Prasad and published by Springer Nature. This book was released on 2020-04-27 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews the state of the art in algorithmic approaches addressing the practical challenges that arise with hyperspectral image analysis tasks, with a focus on emerging trends in machine learning and image processing/understanding. It presents advances in deep learning, multiple instance learning, sparse representation based learning, low-dimensional manifold models, anomalous change detection, target recognition, sensor fusion and super-resolution for robust multispectral and hyperspectral image understanding. It presents research from leading international experts who have made foundational contributions in these areas. The book covers a diverse array of applications of multispectral/hyperspectral imagery in the context of these algorithms, including remote sensing, face recognition and biomedicine. This book would be particularly beneficial to graduate students and researchers who are taking advanced courses in (or are working in) the areas of image analysis, machine learning and remote sensing with multi-channel optical imagery. Researchers and professionals in academia and industry working in areas such as electrical engineering, civil and environmental engineering, geosciences and biomedical image processing, who work with multi-channel optical data will find this book useful.