Data Mining at the Home Page of George Tziralis 


Doctoral Researcher, Dipl. Mechanical Engineer

 

 I am in charge of teaching the course "Data Mining Algorithms" at the postgraduate program "Applied Mathematical Sciences" of NTUA's School of Applied Mathematics and Physics.

 

Here you can download some lecture notes I created (in greek):

 

01_Introduction 

02_DataComponents,Visualization&Exploration.pdf 

03_DataPreprocess&AttributeSelection.pdf 

04_KnowledgeRepresentation,Credibility&Evaluation.pdf 

05_Algorithms_Trees&Rules.pdf

06_Algorithms_Bayes,Association,Instance-based&Clustering.pdf

07_Algorithms_SupportVectors,NeuralNets&MetaAlgorithms.pdf

 

 

Here you can download a lecture on forecasting I prepared for the graduate course on Logistics, School of Mechanical Engineering, NTUA (in greek).

 

LogisticsCourse_LectureOnForecasting.pdf 

 

An introductory lecture on data mining I prepared for the graduate course 'Management Information Systems', School of Mechanical Engineering, NTUA (in greek).


MIS_IntroToDataMining.pdf

 

 

 main page 

prediction markets 

 


 

Course's Textbook: 


Software:

weka

  

Interesting links on data mining: 


 

 contact me