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Data mining concepts and algorithms

01QTEIU

A.A. 2019/20

2019/20

Data mining concepts and algorithms

PERIOD: JANUARY The availability of huge amounts of heterogeneous data in the most diverse application domains highlights the need of new techniques for information management, which should allow the extraction of relevant and actionable information from available data. The course will provide an introduction to the most widespread data mining techniques and will describe some algorithmic implementation of the most relevant analysis techniques.

Data mining concepts and algorithms

PERIOD: JANUARY The availability of huge amounts of heterogeneous data in the most diverse application domains highlights the need of new techniques for information management, which should allow the extraction of relevant and actionable information from available data. The course will provide an introduction to the most widespread data mining techniques and will describe some algorithmic implementation of the most relevant analysis techniques.

Data mining concepts and algorithms

Data mining concepts and algorithms

Data mining concepts and algorithms

Data mining concepts and algorithms

Data mining concepts and algorithms

Inglese • What is data mining • Data Preprocessing • Association rules o Extraction algorithms o Relevance and quality evaluation • Classification o Decision trees o Bayesian classification o Neural networks o SVM o Classifier validation • Clustering o Distance measures o Partitional methods o Hierarchical methods o Density-based methods • Experimental evaluation of algorithms

Data mining concepts and algorithms

Inglese • What is data mining • Data Preprocessing • Association rules o Extraction algorithms o Relevance and quality evaluation • Classification o Decision trees o Bayesian classification o Neural networks o SVM o Classifier validation • Clustering o Distance measures o Partitional methods o Hierarchical methods o Density-based methods • Experimental evaluation of algorithms

Data mining concepts and algorithms

- Mercoledì 8 Gennaio dalle 14:30 alle 19:00 aula 17A - Venerdì 10 Gennaio dalle 14:30 alle 19.00 aula 17A - Lunedì 13 Gennaio dalle 10:00 alle 14:30 aula 11 - Giovedì 16 Gennaio dalle 13:00 alle 17:30 aula 1D - Lunedì 20 Gennaio dalle 13:00 alle 17:30 LABINF

Data mining concepts and algorithms

- Mercoledì 8 Gennaio dalle 14:30 alle 19:00 aula 17A - Venerdì 10 Gennaio dalle 14:30 alle 19.00 aula 17A - Lunedì 13 Gennaio dalle 10:00 alle 14:30 aula 11 - Giovedì 16 Gennaio dalle 13:00 alle 17:30 aula 1D - Lunedì 20 Gennaio dalle 13:00 alle 17:30 LABINF

Data mining concepts and algorithms

Data mining concepts and algorithms

Data mining concepts and algorithms

Data mining concepts and algorithms

Data mining concepts and algorithms

Modalità di esame:

Data mining concepts and algorithms

Data mining concepts and algorithms

Exam:

Data mining concepts and algorithms



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