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Inteligência Computacional

Inteligência Computacional


Datasets

16/08/2016 – Aula1

Artigos: Teoria de Rough Sets Aplicada à Data Mining e State of Art Review for Applying Computational Intelligence and Machine Learning Techniques To Portfolio Optimisation

23/08/2016 – Aula2

Artigo: Cunningham, Padraig, and Sarah Jane Delany. “k-Nearest neighbour classifiers.” Multiple Classifier Systems (2007): 1-17.

Artigo: Victor Cheng, Chun-Hung Li, James T. Kwok, Chi-Kwong Li, Dissimilarity learning for nominal data, Pattern Recognition, Volume 37, Issue 7, July 2004, Pages 1471-1477, ISSN 0031-3203, http://dx.doi.org/10.1016/j.patcog.2003.12.015

Artigo: A Survey of Distance Metrics for Nominal Attributes

Artigo: Survey of Improving K-Nearest-Neighbor for Classification

 

06/09/2016 – Aula3 – Base de Dados

13/09/2016 e 20/09/2016 – Arvores de Decisão   Base “carros”

Breslow, Leonard A., and David W. Aha. “Simplifying decision trees: A survey.” The Knowledge Engineering Review 12.01 (1997): 1-40.

Top-Down Induction of Decision Trees Classifiers—A Survey

04/10/2016 – RNA

 

 

 

*** ANTIGO ****

15/09/2015 – Aula1

Artigos: Teoria de Rough Sets Aplicada à Data Mining e State of Art Review for Applying Computational Intelligence and Machine Learning Techniques To Portfolio Optimisation

 

22/09/2015 – Aula2Fuzzy

Artigo: Fuzzy Rule-Based Systems for Classi cation and Regression in R

13/10/2015 – Dataset Pattern

20/10/2015 – Aula3

10/11/2015 e 17/11/2015 – Aula1 Aula2

03/12/2015 – Aula5 Apoio

15/12/2015 – ApresentaçãoProjeto

19/01/2016 – Redes Neurais (Aula1Aula2)

26/01/2016 – Redes Neurais (Aula3)

16/02/2016 – Redes Neurais (Aula4perceptron.R)

23/02/2016 – Redes Neurais (Aula5AvaliaçãoDataset)