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Computational Intelligence Methods in Covid-19: Surveillance, Prevention, Prediction and Diagnosis, Raza Khalid


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Автор: Raza Khalid
Название:  Computational Intelligence Methods in Covid-19: Surveillance, Prevention, Prediction and Diagnosis
ISBN: 9789811585333
Издательство: Springer
Классификация:


ISBN-10: 9811585334
Обложка/Формат: Hardcover
Страницы: 436
Вес: 0.81 кг.
Дата издания: 16.12.2020
Язык: English
Размер: 23.39 x 15.60 x 2.54 cm
Ссылка на Издательство: Link
Поставляется из: Германии
Описание: 1. An Introduction to Computational Intelligence in COVID-19: Surveillance, Prevention, Prediction, and Diagnosis.- 2. Role of Computational Intelligence against COVID-19.- 3. Using Computational Intelligence for Tracking COVID-19 Outbreak in Online Social Networks.- 4. Social Network Analysis for the Identification of Key Spreaders during COVID-19.- 5. Mobile Technology Solution for COVID -19: Surveillance and Prevention.- 6. The Role of Internet of Things (IoT) in the Containment and Spread of the Novel COVID-19 Pandemic.- 7. A Review on Predictive Systems and Data Models for COVID-19.- 8. A Comparative Study of the SIR Prediction Models and Disease Control Strategies: A Case Study of the State of Kerala, India.- 9. Computational Intelligence Approach for Prediction of COVID-19 using Particle Swarm Optimization. 10. COVID-19 Insightful Data Visualization and Forecasting using Elasticsearch.


Computational Intelligence for Modelling and Prediction

Автор: Saman K. Halgamuge; Lipo Wang
Название: Computational Intelligence for Modelling and Prediction
ISBN: 3642065414 ISBN-13(EAN): 9783642065415
Издательство: Springer
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Цена: 30606.00 р.
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Описание: The range of the various applications is captured with 5 chapters in image processing, 2 chapters in audio processing, 3 chapters in commerce and finance, 2 chapters in communication networks and 6 chapters containing other applications.

Advances in Data Analysis with Computational Intelligence Methods

Автор: Adam E Gaw?da; Janusz Kacprzyk; Leszek Rutkowski;
Название: Advances in Data Analysis with Computational Intelligence Methods
ISBN: 3319679457 ISBN-13(EAN): 9783319679457
Издательство: Springer
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Цена: 20962.00 р.
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Описание:

This book is a tribute to Professor Jacek Żurada, who is best known for his contributions to computational intelligence and knowledge-based neurocomputing. It is dedicated to Professor Jacek Żurada, Full Professor at the Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, J.B. Speed School of Engineering, University of Louisville, Kentucky, USA, as a token of appreciation for his scientific and scholarly achievements, and for his longstanding service to many communities, notably the computational intelligence community, in particular neural networks, machine learning, data analyses and data mining, but also the fuzzy logic and evolutionary computation communities, to name but a few.

At the same time, the book recognizes and honors Professor Żurada's dedication and service to many scientific, scholarly and professional societies, especially the IEEE (Institute of Electrical and Electronics Engineers), the world's largest professional technical professional organization dedicated to advancing science and technology in a broad spectrum of areas and fields.

The volume is divided into five major parts, the first of which addresses theoretic, algorithmic and implementation problems related to the intelligent use of data in the sense of how to derive practically useful information and knowledge from data. In turn, Part 2 is devoted to various aspects of neural networks and connectionist systems. Part 3 deals with essential tools and techniques for intelligent technologies in systems modeling and Part 4 focuses on intelligent technologies in decision-making, optimization and control, while Part 5 explores the applications of intelligent technologies.


Condition Monitoring Using Computational Intelligence Methods

Автор: Tshilidzi Marwala
Название: Condition Monitoring Using Computational Intelligence Methods
ISBN: 1447161343 ISBN-13(EAN): 9781447161349
Издательство: Springer
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Цена: 16977.00 р.
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Описание: This book shows how condition monitoring can be used to help avoid equipment failure and lengthen useful life, minimize downtime and reduce maintenance costs. Covers the uses of such techniques as principal component analysis, and much more.

Modern Computational Intelligence Methods for the Interpretation of Medical Images

Автор: Ryszard Tadeusiewicz
Название: Modern Computational Intelligence Methods for the Interpretation of Medical Images
ISBN: 3642446361 ISBN-13(EAN): 9783642446368
Издательство: Springer
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Цена: 23757.00 р.
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Описание: A detailed description of up-to-date methods used for computer processing and interpretation of medical images is given. The scope of the book include images acquisition, storing with compression, processing, analysis, recognition and also its automatic understanding In introduction general overview of the computer vision methods designed for medical images is presented. Next sources of medical images are presented with their general characteristics. Both traditional (like X-ray) and very modern (like PET) sources of medical images are presented. The main emphasis is placed on such properties of medical images given by particular medical imaging methods which are important form the point of view of its computer processing, analysis and recognition. The consecutive parts of the book describe compression and processing methods, including many methods developed by authors especially for medical images. After parts describing analysis and recognition of medical images come most important part, in which the new method of automatic understanding of medical images is given. This new method of image interpretation, described in previous works of the same authors with applications for simple 2D images now is generalized for 3D images and for complex medical images with many objects observed and with complicated relations between these objects.

Computational Intelligence for Machine Learning and Healthcare Informatics

Автор: Rajshree Srivastava, Pradeep Kumar Mallick, Siddha
Название: Computational Intelligence for Machine Learning and Healthcare Informatics
ISBN: 3110647826 ISBN-13(EAN): 9783110647822
Издательство: Walter de Gruyter
Цена: 20446.00 р.
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Описание: THE SERIES: INTELLIGENT BIOMEDICAL DATA ANALYSIS
By focusing on the methods and tools for intelligent data analysis, this series aims to narrow the increasing gap between data gathering and data comprehension. Emphasis is also given to the problems resulting from automated data collection in modern hospitals, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring. In medicine, overcoming this gap is crucial since medical decision making needs to be supported by arguments based on existing medical knowledge as well as information, regularities and trends extracted from big data sets.

Computational Intelligence in Fault Diagnosis

Автор: Vasile Palade; Cosmin Danut Bocaniala
Название: Computational Intelligence in Fault Diagnosis
ISBN: 1849965838 ISBN-13(EAN): 9781849965835
Издательство: Springer
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Цена: 23058.00 р.
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Описание: This book presents the most recent concerns and research results in industrial fault diagnosis using intelligent techniques. It focuses on computational intelligence applications to fault diagnosis with real-world applications used in different chapters to validate the different diagnosis methods.

Computational Intelligence Techniques in Diagnosis of Brain Diseases

Автор: Sasikumar Gurumoorthy; Naresh Babu Muppalaneni; Xi
Название: Computational Intelligence Techniques in Diagnosis of Brain Diseases
ISBN: 9811065284 ISBN-13(EAN): 9789811065286
Издательство: Springer
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Цена: 7685.00 р.
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Описание: This book highlights a new biomedical signal processing method of extracting a specific underlying signal from possibly noisy multi-channel recordings, and shows that the method is suitable for extracting independent components from the measured electroencephalogram (EEG) signal.

Computational Intelligence Processing in Medical Diagnosis

Автор: Manfred Schmitt; Horia-Nicolai Teodorescu; Ashlesh
Название: Computational Intelligence Processing in Medical Diagnosis
ISBN: 3790814636 ISBN-13(EAN): 9783790814637
Издательство: Springer
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Цена: 32004.00 р.
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Описание: This volume presents advanced applications of machine intelligence in medicine and bio-medical engineering. Applied methods include knowledge bases, expert systems, neural networks, neuro-fuzzy systems, evolvable systems, wavelet transforms and specific internet applications.

Computational Intelligence Processing in Medical Diagnosis

Автор: Manfred Schmitt; Horia-Nicolai Teodorescu; Ashlesh
Название: Computational Intelligence Processing in Medical Diagnosis
ISBN: 3790825093 ISBN-13(EAN): 9783790825091
Издательство: Springer
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Цена: 32004.00 р.
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Описание: The volume is written in view of explaining to the practitioner the fundamental issues related to computational intelligence paradigms and to offer a fast and friendly-managed introduction to the most recent methods based on computer intelligence in medicine.

Handbook of Computational Social Choice

Автор: Brandt
Название: Handbook of Computational Social Choice
ISBN: 1107060435 ISBN-13(EAN): 9781107060432
Издательство: Cambridge Academ
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Цена: 8870.00 р.
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Описание: At the intersection of computer science and economics, computational social choice deals with the computational aspects of collective decision making. This book outlines the field`s major themes: voting, fair allocation, and coalition formation. Graduate students and researchers in computer science, economics, mathematics, political science, and philosophy will benefit from this book.

Computational Intelligence Methods for Bioinformatics and Biostatistics

Автор: Angelini
Название: Computational Intelligence Methods for Bioinformatics and Biostatistics
ISBN: 3319443313 ISBN-13(EAN): 9783319443317
Издательство: Springer
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Цена: 7685.00 р.
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Описание: This book constitutes the thoroughly refereed post-conference proceedings of the 12th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2015, held in Naples, Italy, in September, 2015. The 21 revised full papers presented were carefully reviewed and selected from 24 submissions.

Advanced Methods and Applications in Computational Intelligence

Автор: Ryszard Klempous; Jan Nikodem; Witold Jacak; Zenon
Название: Advanced Methods and Applications in Computational Intelligence
ISBN: 3319014358 ISBN-13(EAN): 9783319014357
Издательство: Springer
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Цена: 22203.00 р.
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Описание: This book includes updates and extended versions of select contributions to ACASE 2012, the 1st Australian Conference on the Applications of Systems Engineering, held February 2012. It presents advanced methods and applications in computational intelligence.


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