Search Results - "deep learning"

Deep learning for remote sensing images with open source software / by Cresson, Rémi

Table of Contents: “…Deep learning backgrounds -- Software -- Data used : the Tokyo dataset -- A simple convolutional neural network -- Fully convolutional neural network -- Classifiers on deep features -- Dealing with multiple sources -- Semantic segmentation of optical imagery -- Data used : the Amsterdam dataset -- Mapping buildings -- Gap filling of optical images : principle -- The Marmande dataset -- Pre-processing -- Model training -- Inference.…”
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Artificial intelligence trends for data analytics using machine learning and deep learning approaches /

Table of Contents: “…Alamelu -- Object detection and tracking in video using deep learning techniques : A review / Dhivya Praba R, Kavitha K.…”
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Statistics and machine learning methods for EHR data : from data extraction to data analytics /

Table of Contents: “…Ly -- EHR data exploration, analysis and predictions : statistical models and methods / Gen Zhu, Frances Brito, Stacia M DeSantis, and Vahed Maroufy -- Neural network and deep learning methods for EHR data / Duo Yu, Ashraf Yaseen, and Xi Luo -- EHR data analytics and predictions : machine learning methods / Yuxuan Gu, Yuefan Huang, Vi Ly, Ashraf Yaseen, and Hongyu Miao -- Use of EHR data for research : future / Hulin Wu.…”
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Hands on data science for biologists using Python by Hasija, Yasha, Chakraborty, Rajkumar

Table of Contents: “…Python : introduction and environment set up -- Basic Python programming -- BioPython -- Python for data analysis -- Python for data visualization -- Principal component analysis -- Hands-on projects -- Machine learning and linear regression -- Logistic regression -- K-nearest neighbors (K-NN) -- Decision trees and random forests -- Support vector machines -- Neural nets and deep learning -- The machine learning project -- Natural language processing -- K-means clustering.…”
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AI Meets BI : Artificial Intelligence and Business Intelligence / by Lakshman, Bulusu, Abellera, Rosendo

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Applied intelligent decision making in machine learning /

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Big data in multimodal medical imaging /

Table of Contents: “…Dwyer, Robert Keynton, Adel Elmaghraby, and Ayman El-Baz -- Overview of deep learning algorithms applied to medical images / Behnaz Abdollahi, Ayman El-Baz, Hermann B. …”
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Beyond EHR : using technology to meet growing demands and deliver better patient care / by Daigrepont, Jeffery P.

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