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Machine Learning And Data Analytics For Predicting Managing And Monitoring Disease


Image Fusion For Remote Sensing Using Fast Large Scale Neuroscience Models
Author: Roy, Manikant
Publisher: IGI Global
ISBN: 1799871908
Size: 10.75 MB
Format: PDF, Mobi
View: 1179
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Data analytics is proving to be an ally for epidemiologists as they join forces with data scientists to address the scale of crises. Analytics examined from many sources can derive insights and be used to study and fight global outbreaks. Pandemic analytics is a modern way to combat a problem as old as humanity itself: the proliferation of disease. Machine Learning and Data Analytics for Predicting, Managing, and Monitoring Disease explores different types of data and discusses how to prepare data for analysis, perform simple statistical analyses, create meaningful data visualizations, predict future trends from data, and more by applying cutting edge technology such as machine learning and data analytics in the wake of the COVID-19 pandemic. Covering a range of topics such as mental health analytics during COVID-19, data analysis and machine learning using Python, and statistical model development and deployment, it is ideal for researchers, academicians, data scientists, technologists, data analysts, diagnosticians, healthcare professionals, computer scientists, and students.




Proceedings Of 2nd International Conference On Computer Vision Image Processing


Image Fusion For Remote Sensing Using Fast Large Scale Neuroscience Models
Author: Bidyut B. Chaudhuri
Publisher: Springer
ISBN: 981107898X
Size: 16.84 MB
Format: PDF, Mobi
View: 3411
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The book provides insights into the Second International Conference on Computer Vision & Image Processing (CVIP-2017) organized by Department of Computer Science and Engineering of Indian Institute of Technology Roorkee. The book presents technological progress and research outcomes in the area of image processing and computer vision. The topics covered in this book are image/video processing and analysis; image/video formation and display; image/video filtering, restoration, enhancement and super-resolution; image/video coding and transmission; image/video storage, retrieval and authentication; image/video quality; transform-based and multi-resolution image/video analysis; biological and perceptual models for image/video processing; machine learning in image/video analysis; probability and uncertainty handling for image/video processing; motion and tracking; segmentation and recognition; shape, structure and stereo.




Conscious Mind Resonant Brain


Image Fusion For Remote Sensing Using Fast Large Scale Neuroscience Models
Author: Stephen Grossberg
Publisher: Oxford University Press
ISBN: 0190070552
Size: 41.50 MB
Format: PDF, Kindle
View: 5308
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How does your mind work? How does your brain give rise to your mind? These are questions that all of us have wondered about at some point in our lives, if only because everything that we know is experienced in our minds. They are also very hard questions to answer. After all, how can a mind understand itself? How can you understand something as complex as the tool that is being used to understand it? This book provides an introductory and self-contained description of some of the exciting answers to these questions that modern theories of mind and brain have recently proposed. Stephen Grossberg is broadly acknowledged to be the most important pioneer and current research leader who has, for the past 50 years, modelled how brains give rise to minds, notably how neural circuits in multiple brain regions interact together to generate psychological functions. This research has led to a unified understanding of how, where, and why our brains can consciously see, hear, feel, and know about the world, and effectively plan and act within it. The work embodies revolutionary Principia of Mind that clarify how autonomous adaptive intelligence is achieved. It provides mechanistic explanations of multiple mental disorders, including symptoms of Alzheimer's disease, autism, amnesia, and sleep disorders; biological bases of morality and religion, including why our brains are biased towards the good so that values are not purely relative; perplexing aspects of the human condition, including why many decisions are irrational and self-defeating despite evolution's selection of adaptive behaviors; and solutions to large-scale problems in machine learning, technology, and Artificial Intelligence that provide a blueprint for autonomously intelligent algorithms and robots. Because brains embody a universal developmental code, unifying insights also emerge about shared laws that are found in all living cellular tissues, from the most primitive to the most advanced, notably how the laws governing networks of interacting cells support developmental and learning processes in all species. The fundamental brain design principles of complementarity, uncertainty, and resonance that Grossberg has discovered also reflect laws of the physical world with which our brains ceaselessly interact, and which enable our brains to incrementally learn to understand those laws, thereby enabling humans to understand the world scientifically. Accessibly written, and lavishly illustrated, Conscious Mind/Resonant Brain is the magnum opus of one of the most influential scientists of the past 50 years, and will appeal to a broad readership across the sciences and humanities.



Image Fusion for Remote Sensing Using Fast, Large-scale Neuroscience Models
Language: en
Pages:
Authors:
Categories:
Type: BOOK - Published: 2011 - Publisher:
Books about Image Fusion for Remote Sensing Using Fast, Large-scale Neuroscience Models
Proceedings of 2nd International Conference on Computer Vision & Image Processing
Language: en
Pages: 402
Authors: Bidyut B. Chaudhuri, Mohan S. Kankanhalli, Balasubramanian Raman
Categories: Technology & Engineering
Type: BOOK - Published: 2018-05-04 - Publisher: Springer
The book provides insights into the Second International Conference on Computer Vision & Image Processing (CVIP-2017) organized by Department of Computer Science and Engineering of Indian Institute of Technology Roorkee. The book presents technological progress and research outcomes in the area of image processing and computer vision. The topics covered
Machine Learning and Data Analytics for Predicting, Managing, and Monitoring Disease
Language: en
Pages: 241
Authors: Roy, Manikant, Gupta, Lovi Raj
Categories: Computers
Type: BOOK - Published: 2021-06-25 - Publisher: IGI Global
Data analytics is proving to be an ally for epidemiologists as they join forces with data scientists to address the scale of crises. Analytics examined from many sources can derive insights and be used to study and fight global outbreaks. Pandemic analytics is a modern way to combat a problem
Commerce Business Daily
Language: en
Pages:
Authors: Roy, Manikant, Gupta, Lovi Raj
Categories: Government purchasing
Type: BOOK - Published: 1999-05 - Publisher:
Books about Commerce Business Daily
Conscious Mind, Resonant Brain
Language: en
Pages: 768
Authors: Stephen Grossberg
Categories: Computers
Type: BOOK - Published: 2021-06-04 - Publisher: Oxford University Press
How does your mind work? How does your brain give rise to your mind? These are questions that all of us have wondered about at some point in our lives, if only because everything that we know is experienced in our minds. They are also very hard questions to answer.