27 Ocak 2016 Çarşamba

An Efficient Knowledge Transfer Solution to a Novel SMDP Formalization of a Broker’s Decision Problem

http://www.aamas2015.com/en/AAMAS_2015_USB/aamas/p1735.pdf

A survey of feature selection and feature extraction techniques in machine learning

http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6918213&url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel7%2F6901367%2F6918164%2F06918213.pdf%3Farnumber%3D6918213

NIPS 2015 Workshop: Machine Learning for eCommerce

https://sites.google.com/site/nips15ecommerce/call-for-papers

European Workshop on Reinforcement Learning

https://ewrl.wordpress.com/ewrl12-2015/

MIT Open Courseware

http://ocw.mit.edu/courses/mathematics/

YDS

http://esinav.osym.gov.tr/deneme
http://dokuman.osym.gov.tr/pdfdokuman/2016/e-YDS/e-YDS_2016InternetKitapcigi23012016.pdf
http://osym.gov.tr/belge/1-24849/2016-yds-yabanci-dil-bilgisi-seviye-tespit-sinavi.html

Transfer Learning Applications Presentation

http://ijcai-13.org/files/tutorial_slides/td2.pdf

COURSERA

https://www.coursera.org/learn/machine-learning/

Introduction to Statistical Modeling

http://support.sas.com/documentation/cdl/en/statug/63033/HTML/default/viewer.htm#statug_intromod_a0000000339.htm

Autonomous transfer for reinforcement learning

http://dl.acm.org/citation.cfm?id=1402427

Using Homomorphisms to transfer options across continuous reinforcement learning domains

http://dl.acm.org/citation.cfm?id=1597618

335 Data Sets for ML projects

http://archive.ics.uci.edu/ml/datasets.html

Transfer Learning at U of Texas

http://www.cs.utexas.edu/~ml/publications/area/125/transfer_learning

Paul's Online Math Notes

http://tutorial.math.lamar.edu/Classes/CalcI/Functions.aspx

ML projects for .NET developers

http://jeremybytes.blogspot.com.tr/2015/09/update-machine-learning-projects-for.html

WEKA

https://en.wikipedia.org/wiki/Weka_(machine_learning)

Building a Machine Learning Portfolio

http://machinelearningmastery.com/build-a-machine-learning-portfolio/

Project Euler

https://projecteuler.net/problem=1

Feature Selection

http://machinelearningmastery.com/feature-selection-to-improve-accuracy-and-decrease-training-time/

Accord Framework : Decision Trees

http://accord-framework.net/docs/html/T_Accord_MachineLearning_DecisionTrees_Learning_ID3Learning.htm
http://accord-framework.net/docs/html/T_Accord_MachineLearning_DecisionTrees_Learning_C45Learning.htm

https://github.com/accord-net/framework/tree/master/Samples/MachineLearning/Decision%20Trees