Java Code Examples for weka.core.TechnicalInformation.Type#ARTICLE

The following examples show how to use weka.core.TechnicalInformation.Type#ARTICLE . You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. You may check out the related API usage on the sidebar.
Example 1
Source File: ConjugateGradientOptimization.java    From tsml with GNU General Public License v3.0 6 votes vote down vote up 
/**
 * Returns an instance of a TechnicalInformation object, containing 
 * detailed information about the technical background of this class,
 * e.g., paper reference or book this class is based on.
 * 
 * @return the technical information about this class
 */
public TechnicalInformation getTechnicalInformation() {
  TechnicalInformation 	result;
  TechnicalInformation 	additional;
  
  result = new TechnicalInformation(Type.ARTICLE);
  result.setValue(Field.AUTHOR, "Y.H. Dai and Y. Yuan");
  result.setValue(Field.YEAR, "2001");
  result.setValue(Field.TITLE, "An Efficient Hybrid Conjugate Gradient Method for Unconstrained Optimization");
  result.setValue(Field.JOURNAL, "Annals of Operations Research");
  result.setValue(Field.VOLUME, "103");
  result.setValue(Field.PAGES, "33-47");
  
  additional = result.add(Type.ARTICLE);
  result.setValue(Field.AUTHOR, "W.W. Hager and H. Zhang");
  result.setValue(Field.YEAR, "2006");
  result.setValue(Field.TITLE, "A survey of nonlinear conjugate gradient methods");
  result.setValue(Field.JOURNAL, "Pacific Journal of Optimization");
  result.setValue(Field.VOLUME, "2");
  result.setValue(Field.PAGES, "35-58");
  
  return result;
}
Example 2
Source File: CC.java    From meka with GNU General Public License v3.0 6 votes vote down vote up 
@Override
public TechnicalInformation getTechnicalInformation() {
	TechnicalInformation	result;
	TechnicalInformation	additional;
	
	result = new TechnicalInformation(Type.ARTICLE);
	result.setValue(Field.AUTHOR, "Jesse Read, Bernhard Pfahringer, Geoff Holmes, Eibe Frank");
	result.setValue(Field.TITLE, "Classifier Chains for Multi-label Classification");
	result.setValue(Field.JOURNAL, "Machine Learning Journal");
	result.setValue(Field.YEAR, "2011");
	result.setValue(Field.VOLUME, "85");
	result.setValue(Field.NUMBER, "3");
	result.setValue(Field.PAGES, "333-359");
	
	additional = new TechnicalInformation(Type.INPROCEEDINGS);
	additional.setValue(Field.AUTHOR, "Jesse Read, Bernhard Pfahringer, Geoff Holmes, Eibe Frank");
	additional.setValue(Field.TITLE, "Classifier Chains for Multi-label Classification");
	additional.setValue(Field.BOOKTITLE, "20th European Conference on Machine Learning (ECML 2009). Bled, Slovenia, September 2009");
	additional.setValue(Field.YEAR, "2009");

	result.add(additional);
   
	return result;
}
Example 3
Source File: RAkELd.java    From meka with GNU General Public License v3.0 6 votes vote down vote up 
@Override
public TechnicalInformation getTechnicalInformation() {
	TechnicalInformation	result;
	TechnicalInformation	additional;
	
	result = new TechnicalInformation(Type.ARTICLE);
	result.setValue(Field.AUTHOR, "Grigorios Tsoumakas, Ioannis Katakis, Ioannis Vlahavas");
	result.setValue(Field.TITLE, "Random k-Labelsets for Multi-Label Classification");
	result.setValue(Field.JOURNAL, "IEEE Transactions on Knowledge and Data Engineering");
	result.setValue(Field.YEAR, "2011");
	result.setValue(Field.VOLUME, "23");
	result.setValue(Field.NUMBER, "7");
	result.setValue(Field.PAGES, "1079--1089");
	
	additional = new TechnicalInformation(Type.INPROCEEDINGS);
	additional.setValue(Field.AUTHOR, "Jesse Read, Antti Puurula, Albert Bifet");
	additional.setValue(Field.TITLE, "Classifier Chains for Multi-label Classification");
	result.setValue(Field.BOOKTITLE, "ICDM'14: International Conference on Data Mining (ICDM 2014). Shenzen, China.");
	result.setValue(Field.PAGES, "941--946");
	result.setValue(Field.YEAR, "2014");

	result.add(additional);
   
	return result;
}
Example 4
Source File: SMOTE.java    From tsml with GNU General Public License v3.0 5 votes vote down vote up 
/**
 * Returns an instance of a TechnicalInformation object, containing 
 * detailed information about the technical background of this class,
 * e.g., paper reference or book this class is based on.
 * 
 * @return 		the technical information about this class
 */
public TechnicalInformation getTechnicalInformation() {
  TechnicalInformation result = new TechnicalInformation(Type.ARTICLE);

  result.setValue(Field.AUTHOR, "Nitesh V. Chawla et. al.");
  result.setValue(Field.TITLE, "Synthetic Minority Over-sampling Technique");
  result.setValue(Field.JOURNAL, "Journal of Artificial Intelligence Research");
  result.setValue(Field.YEAR, "2002");
  result.setValue(Field.VOLUME, "16");
  result.setValue(Field.PAGES, "321-357");

  return result;
}
Example 5
Source File: EM.java    From meka with GNU General Public License v3.0 5 votes vote down vote up 
@Override
public TechnicalInformation getTechnicalInformation() {
	TechnicalInformation	result;
	
	result = new TechnicalInformation(Type.ARTICLE);
	result.setValue(Field.AUTHOR, "Nigam, Kamal and Mccallum, Andrew K. and Thrun, Sebastian and Mitchell, Tom M.");
	result.setValue(Field.TITLE, "Text classification from Labeled and Unlabeled Documents using EM");
	result.setValue(Field.JOURNAL, "Machine Learning");
	result.setValue(Field.VOLUME, "39");
	result.setValue(Field.NUMBER, "2/3");
	result.setValue(Field.PAGES, "103--134");
	result.setValue(Field.YEAR, "2010");

	return result;
}
Example 6
Source File: SubsetMapper.java    From meka with GNU General Public License v3.0 5 votes vote down vote up 
@Override
public TechnicalInformation getTechnicalInformation() {
	TechnicalInformation	result;
	
	result = new TechnicalInformation(Type.ARTICLE);
	result.setValue(Field.AUTHOR, "Robert E. Schapire, Yoram Singer ");
	result.setValue(Field.TITLE, "Improved Boosting Algorithms Using Confidence-rated Predictions");
	result.setValue(Field.JOURNAL, "Machine Learning Journal");
	result.setValue(Field.YEAR, "1999");
	result.setValue(Field.VOLUME, "37");
	result.setValue(Field.NUMBER, "3");
	result.setValue(Field.PAGES, "297-336");
	
	return result;
}
Example 7
Source File: RandomSubspaceML.java    From meka with GNU General Public License v3.0 5 votes vote down vote up 
@Override
public TechnicalInformation getTechnicalInformation() {
	TechnicalInformation	result;
	
	result = new TechnicalInformation(Type.ARTICLE);
	result.setValue(Field.AUTHOR, "Jesse Read, Bernhard Pfahringer, Geoff Holmes, Eibe Frank");
	result.setValue(Field.TITLE, "Classifier Chains for Multi-label Classification");
	result.setValue(Field.JOURNAL, "Machine Learning Journal");
	result.setValue(Field.YEAR, "2011");
	result.setValue(Field.VOLUME, "85");
	result.setValue(Field.NUMBER, "3");
	result.setValue(Field.PAGES, "333-359");
	
	return result;
}
Example 8
Source File: CDN.java    From meka with GNU General Public License v3.0 5 votes vote down vote up 
@Override
public TechnicalInformation getTechnicalInformation() {
	TechnicalInformation	result;

	result = new TechnicalInformation(Type.ARTICLE);
	result.setValue(Field.AUTHOR, "Yuhong Guoand and Suicheng Gu");
	result.setValue(Field.TITLE, "Multi-Label Classification Using Conditional Dependency Networks");
	result.setValue(Field.BOOKTITLE, "IJCAI '11");
	result.setValue(Field.YEAR, "2011");

	return result;
}
Example 9
Source File: CCq.java    From meka with GNU General Public License v3.0 5 votes vote down vote up 
@Override
public TechnicalInformation getTechnicalInformation() {
	TechnicalInformation	result;
	
	result = new TechnicalInformation(Type.ARTICLE);
	result.setValue(Field.AUTHOR, "Jesse Read, Bernhard Pfahringer, Geoff Holmes, Eibe Frank");
	result.setValue(Field.TITLE, "Classifier Chains for Multi-label Classification");
	result.setValue(Field.JOURNAL, "Machine Learning Journal");
	result.setValue(Field.YEAR, "2011");
	result.setValue(Field.VOLUME, "85");
	result.setValue(Field.NUMBER, "3");
	result.setValue(Field.PAGES, "333-359");
	
	return result;
}
Example 10
Source File: BRq.java    From meka with GNU General Public License v3.0 5 votes vote down vote up 
@Override
public TechnicalInformation getTechnicalInformation() {
	TechnicalInformation	result;

	result = new TechnicalInformation(Type.ARTICLE);
	result.setValue(Field.AUTHOR, "Jesse Read, Bernhard Pfahringer, Geoff Holmes, Eibe Frank");
	result.setValue(Field.TITLE, "Classifier Chains for Multi-label Classification");
	result.setValue(Field.JOURNAL, "Machine Learning Journal");
	result.setValue(Field.YEAR, "2011");
	result.setValue(Field.VOLUME, "85");
	result.setValue(Field.NUMBER, "3");
	result.setValue(Field.PAGES, "333-359");

	return result;
}
Example 11
Source File: CDT.java    From meka with GNU General Public License v3.0 5 votes vote down vote up 
@Override
public TechnicalInformation getTechnicalInformation() {
	TechnicalInformation	result;

	result = new TechnicalInformation(Type.ARTICLE);
	result.setValue(Field.AUTHOR, "Yuhong Guoand and Suicheng Gu");
	result.setValue(Field.TITLE, "Multi-Label Classification Using Conditional Dependency Networks");
	result.setValue(Field.BOOKTITLE, "IJCAI '11");
	result.setValue(Field.YEAR, "2011");

	result.add(new CT().getTechnicalInformation());

	return result;
}
Example 12
Source File: FastRandomForest.java    From android-speaker-audioanalysis with MIT License 5 votes vote down vote up 
/**
 * Returns an instance of a TechnicalInformation object, containing
 * detailed information about the technical background of this class,
 * e.g., paper reference or book this class is based on.
 *
 * @return the technical information about this class
 */
public TechnicalInformation getTechnicalInformation(){
  TechnicalInformation result;

  result = new TechnicalInformation(Type.ARTICLE);
  result.setValue(Field.AUTHOR, "Leo Breiman");
  result.setValue(Field.YEAR, "2001");
  result.setValue(Field.TITLE, "Random Forests");
  result.setValue(Field.JOURNAL, "Machine Learning");
  result.setValue(Field.VOLUME, "45");
  result.setValue(Field.NUMBER, "1");
  result.setValue(Field.PAGES, "5-32");

  return result;
}