Volume 19; Issue 6

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Intelligent Data Analysis
Volume 19; Issue 6

Intelligent Data Analysis

Volume 19; Issue 6

1

Improving Random Forest and Rotation Forest for highly imbalanced datasets

Su, Chong, Ju, Shenggen, Liu, Yiguang, Yu, Zhonghua

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 580 KB

english, 2015

2

Bias reduction through conditional conformal prediction

Löfström, Tuve, Boström, Henrik, Linusson, Henrik, Johansson, Ulf

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 421 KB

english, 2015

3

OverDBC: A new density-based clustering method with the ability of detecting overlapped clusters from gene expression data

Mirzaie, Mansooreh, Barani, Ahmad, Nematbakkhsh, Naser, Beigi, Majid

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 408 KB

english, 2015

4

Mining patterns for clustering using unsupervised decision trees

Gutierrez-Rodríguez, A.E., Martínez-Trinidad, J.Fco., García-Borroto, M., Carrasco-Ochoa, J.A.

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 346 KB

english, 2015

5

A robust parzen window mutual information estimator for feature selection with label noise

He, Dengchao, Zhang, Hongjun, Hao, Wenning, Zhang, Rui

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 404 KB

english, 2015

6

Comparing clustering solutions: The use of adjusted paired indices

Amorim, Maria José, Cardoso, Margarida G.M.S.

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 1.52 MB

english, 2015

7

An efficient framework based on usage and semantic data for next page prediction

Hussein, Wedad, Gharib, Tarek F., Ismail, Rasha M., Mostafa, Mostafa G.M.

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 697 KB

english, 2015

8

A geometric density-based sample reduction method

Mohammadi, Mahdi, Raahemi, Bijan, Akbari, Ahmad

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 2.73 MB

english, 2015

9

Editorial

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 43 KB

english, 2015

10

Differential scorecards for binary and ordinal data

Silva, Pedro F.B., Cardoso, Jaime S.

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 211 KB

english, 2015

11

An embedded feature selection approach for support vector classification via second-order cone programming

Maldonado, Sebastián, López, Julio

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 239 KB

english, 2015

12

Piecewise-linear manifold learning: A heuristic approach to non-linear dimensionality reduction

Strange, Harry, Zwiggelaar, Reyer

Journal:

Intelligent Data Analysis

Year:

2015

File:

PDF, 3.44 MB

2015

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