High-Dimensional Micro-array Data Classification Using Minimum Description Length and Domain Expert Knowledge

Advances in Applied Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/11779568_85 ◽

2006 ◽

pp. 790-799 ◽

Author(s):

Andrea Bosin ◽

Nicoletta Dessì ◽

Barbara Pes

Keyword(s):

Expert Knowledge ◽

Minimum Description Length ◽

Data Classification ◽

High Dimensional ◽

Domain Expert ◽

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Capturing Heuristics and Intelligent Methods for Improving Micro-array Data Classification

Intelligent Data Engineering and Automated Learning - IDEAL 2007 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-77226-2_79 ◽

2007 ◽

pp. 790-799 ◽

Author(s):

Andrea Bosin ◽

Nicoletta Dessì ◽

Barbara Pes

Keyword(s):

Data Classification ◽

Micro Array ◽

Intelligent Methods

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LEARNING CLASSIFIERS FOR HIGH-DIMENSIONAL MICRO-ARRAY DATA

Applied Artificial Intelligence ◽

10.1142/9789812774118_0084 ◽

2006 ◽

Author(s):

ANDREA BOSIN ◽

NICOLETTA DESSÌ ◽

BARBARA PES

Keyword(s):

High Dimensional ◽

Learning Classifiers ◽

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Recurrent Neural Network Based Feature Selection for High Dimensional and Low Sample Size Micro-array Data

2019 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata47090.2019.9006432 ◽

2019 ◽

Author(s):

Shanta Chowdhury ◽

Xishuang Dong ◽

Xiangfang Li

Keyword(s):

Neural Network ◽

Feature Selection ◽

Sample Size ◽

Recurrent Neural Network ◽

High Dimensional ◽

Micro Array ◽

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Orthogonal linear discriminant analysis and feature selection for micro-array data classification

Expert Systems with Applications ◽

10.1016/j.eswa.2010.03.002 ◽

2010 ◽

Vol 37 (10) ◽

pp. 7132-7137 ◽

Author(s):

Loris Nanni ◽

Alessandra Lumini

Keyword(s):

Feature Selection ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Data Classification ◽

Linear Discriminant ◽

Micro Array ◽

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Novel Machine Learning Techniques for Micro-Array Data Classification

Bioinformatics - Trends and Methodologies ◽

10.5772/22132 ◽

2011 ◽

Author(s):

Neamat El ◽

Eman Ahmed ◽

Iman El

Keyword(s):

Machine Learning ◽

Data Classification ◽

Machine Learning Techniques ◽

Learning Techniques ◽

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A hybrid feature selection method based on Binary Jaya algorithm for micro-array data classification

Computers & Electrical Engineering ◽

10.1016/j.compeleceng.2020.106963 ◽

2021 ◽

Vol 90 ◽

pp. 106963

Author(s):

Abhilasha Chaudhuri ◽

Tirath Prasad Sahu

Keyword(s):

Feature Selection ◽

Feature Selection Method ◽

Data Classification ◽

Selection Method ◽

Jaya Algorithm ◽

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A Filter-Based Evolutionary Approach for Selecting Features in High-Dimensional Micro-array Data

Intelligent Information Processing V - IFIP Advances in Information and Communication Technology ◽

10.1007/978-3-642-16327-2_36 ◽

2010 ◽

pp. 297-307 ◽

Author(s):

Laura Maria Cannas ◽

Nicoletta Dessì ◽

Barbara Pes

Keyword(s):

Evolutionary Approach ◽

High Dimensional ◽

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Applying CBR Systems to Micro Array Data Classification

Advances in Soft Computing - 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics (IWPACBB 2008) ◽

10.1007/978-3-540-85861-4_13 ◽

2008 ◽

pp. 102-111 ◽

Author(s):

Sara Rodríguez ◽

Juan F. Paz ◽

Javier Bajo ◽

Juan M. Corchado

Keyword(s):

Data Classification ◽

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A Cost-Sensitive Approach to Feature Selection in Micro-Array Data Classification

Applications of Fuzzy Sets Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-73400-0_73 ◽

2007 ◽

pp. 571-579 ◽

Author(s):

Andrea Bosin ◽

Nicoletta Dessì ◽

Barbara Pes

Keyword(s):

Feature Selection ◽

Data Classification ◽

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Research of Medical High-Dimensional Imbalanced Data Classification Ensemble Feature Selection Algorithm with Random Forest

2017 International Conference on Smart Grid and Electrical Automation (ICSGEA) ◽

10.1109/icsgea.2017.158 ◽

2017 ◽

Author(s):

Min Zhu ◽

Bo Su ◽

Gangmin Ning

Keyword(s):

Feature Selection ◽

Random Forest ◽

Imbalanced Data ◽

Data Classification ◽

High Dimensional ◽

Selection Algorithm ◽

Feature Selection Algorithm ◽

Imbalanced Data Classification

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