Classification Of Urban Morphology With Deep Learning - Application On Urban Vitality
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https://doi.org/10.1016/j.compenvurbsys.2021.101706 <-- shared paper
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https://github.com/ualsg/Road-Network-Classification <-- shared GitHub repository
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#GIS #spatial #mapping #bigdata #city #cities #spatialanalysis #spatiotemporal #urban #analysis #model #modeling #urbanmorphology #deeplearning #machinelearning #AI #classifaction #network #streets #routing #network #connections #morphology #density #proportion #type #mixture #convolutionalneuralnetwork #CNN #regressionmodel #OpenStreetMap #groups #subgroups #vitality #indicators

A deep dive into the causes, effects, and remedies for bias in regression models by Sachin Date

https://towardsdatascience.com/how-biased-is-your-regression-model-4ef6c1495b77

#Regression #RegressionModel #DataScience

25 most important mathematical definitions in data science in a single frame.

How many of them do you know?

Explanation available here: https://blog.dailydoseofds.com/p/25-most-important-mathematical-definitions

#DataScience #Data #ML #MachineLearning #Math #Maths #Mathematics #DS #RegressionModel #Regression

`Introduction to the Cox model`

https://www.youtube.com/watch?v=CzHt22YL_-w

#coxModel #proportionalHazardModel #davidCox #sirDavidCox #survivalAnalysis #failureAnalysis #failureTimeAnalysis #forceOfMortality #reliabilityEngineering #kaplanMeier #failureDistribution #failureTimeDistribution #failureRate #hazardFunction #hazardRate #failureRate #nonParametric #model #modeling #statistics #stats #mortality #function #mathematics #math #proportionality #regression #regressionModel #leastSquares