/** * Adds an empty technical information with the given type to the list of * additional informations and returns the instance. * * @param type the type of the new information to add * @return the generated information */ public TechnicalInformation add(Type type) { TechnicalInformation result; result = new TechnicalInformation(type); add(result); return result; }
/** * Adds an empty technical information with the given type to the list of * additional informations and returns the instance. * * @param type the type of the new information to add * @return the generated information */ public TechnicalInformation add(Type type) { TechnicalInformation result; result = new TechnicalInformation(type); add(result); return result; }
@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; }
@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; }
/** * 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.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Geoffrey Holmes and Mark Hall and Eibe Frank"); result.setValue(Field.TITLE, "Generating Rule Sets from Model Trees"); result.setValue(Field.BOOKTITLE, "Twelfth Australian Joint Conference on Artificial Intelligence"); result.setValue(Field.YEAR, "1999"); result.setValue(Field.PAGES, "1-12"); result.setValue(Field.PUBLISHER, "Springer"); result.add(super.getTechnicalInformation()); return result; }
/** * 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.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Geoffrey Holmes and Mark Hall and Eibe Frank"); result.setValue(Field.TITLE, "Generating Rule Sets from Model Trees"); result.setValue(Field.BOOKTITLE, "Twelfth Australian Joint Conference on Artificial Intelligence"); result.setValue(Field.YEAR, "1999"); result.setValue(Field.PAGES, "1-12"); result.setValue(Field.PUBLISHER, "Springer"); result.add(super.getTechnicalInformation()); return result; }
@Override public TechnicalInformation getTechnicalInformation() { TechnicalInformation result; TechnicalInformation additional; result = new TechnicalInformation(Type.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Jesse Read and Luca Martino and David Luengo"); result.setValue(Field.TITLE, "Efficient Monte Carlo Optimization for Multi-label Classifier Chains"); result.setValue(Field.BOOKTITLE, "ICASSP'13: International Conference on Acoustics, Speech, and Signal Processing"); result.setValue(Field.YEAR, "2013"); additional = new TechnicalInformation(Type.ARTICLE); additional.setValue(Field.AUTHOR, "Jesse Read and Luca Martino and David Luengo"); additional.setValue(Field.TITLE, "Efficient Monte Carlo Optimization for Multi-dimensional Classifier Chains"); additional.setValue(Field.JOURNAL, "Elsevier Pattern Recognition"); additional.setValue(Field.YEAR, "2013"); result.add(additional); return result; }
@Override public TechnicalInformation getTechnicalInformation() { TechnicalInformation result; TechnicalInformation additional; result = new TechnicalInformation(Type.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Jesse Read and Luca Martino and David Luengo"); result.setValue(Field.TITLE, "Efficient Monte Carlo Optimization for Multi-label Classifier Chains"); result.setValue(Field.BOOKTITLE, "ICASSP'13: International Conference on Acoustics, Speech, and Signal Processing"); result.setValue(Field.YEAR, "2013"); additional = new TechnicalInformation(Type.ARTICLE); additional.setValue(Field.AUTHOR, "Jesse Read and Luca Martino and David Luengo"); additional.setValue(Field.TITLE, "Efficient Monte Carlo Optimization for Multi-dimensional Classifier Chains"); additional.setValue(Field.JOURNAL, "Elsevier Pattern Recognition"); additional.setValue(Field.YEAR, "2013"); result.add(additional); return result; }
@Override public TechnicalInformation getTechnicalInformation() { TechnicalInformation result; TechnicalInformation additional; result = new TechnicalInformation(Type.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Jesse Read and Luca Martino and David Luengo"); result.setValue(Field.TITLE, "Efficient Monte Carlo Optimization for Multi-label Classifier Chains"); result.setValue(Field.BOOKTITLE, "ICASSP'13: International Conference on Acoustics, Speech, and Signal Processing (To Appear)"); result.setValue(Field.YEAR, "2013"); additional = new TechnicalInformation(Type.ARTICLE); additional.setValue(Field.AUTHOR, "Jesse Read and Luca Martino and David Luengo"); additional.setValue(Field.TITLE, "Efficient Monte Carlo Optimization for Multi-dimensional Classifier Chains"); additional.setValue(Field.JOURNAL, "arXiv.org"); additional.setValue(Field.URL, "http://arxiv.org/abs/1211.2190"); additional.setValue(Field.YEAR, "2012"); result.add(additional); return result; }
/** * 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.INPROCEEDINGS); result.setValue(Field.AUTHOR, "S.K. Shevade and S.S. Keerthi and C. Bhattacharyya and K.R.K. Murthy"); result.setValue(Field.TITLE, "Improvements to the SMO Algorithm for SVM Regression"); result.setValue(Field.BOOKTITLE, "IEEE Transactions on Neural Networks"); result.setValue(Field.YEAR, "1999"); result.setValue(Field.PS, "http://guppy.mpe.nus.edu.sg/~mpessk/svm/ieee_smo_reg.ps.gz"); additional = result.add(Type.TECHREPORT); additional.setValue(Field.AUTHOR, "A.J. Smola and B. Schoelkopf"); additional.setValue(Field.TITLE, "A tutorial on support vector regression"); additional.setValue(Field.NOTE, "NeuroCOLT2 Technical Report NC2-TR-1998-030"); additional.setValue(Field.YEAR, "1998"); return result; }
/** * 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.INPROCEEDINGS); result.setValue(Field.AUTHOR, "S.K. Shevade and S.S. Keerthi and C. Bhattacharyya and K.R.K. Murthy"); result.setValue(Field.TITLE, "Improvements to the SMO Algorithm for SVM Regression"); result.setValue(Field.BOOKTITLE, "IEEE Transactions on Neural Networks"); result.setValue(Field.YEAR, "1999"); result.setValue(Field.PS, "http://guppy.mpe.nus.edu.sg/~mpessk/svm/ieee_smo_reg.ps.gz"); additional = result.add(Type.TECHREPORT); additional.setValue(Field.AUTHOR, "A.J. Smola and B. Schoelkopf"); additional.setValue(Field.TITLE, "A tutorial on support vector regression"); additional.setValue(Field.NOTE, "NeuroCOLT2 Technical Report NC2-TR-1998-030"); additional.setValue(Field.YEAR, "1998"); return result; }
/** * 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 */ @Override public TechnicalInformation getTechnicalInformation() { TechnicalInformation result; TechnicalInformation additional; result = new TechnicalInformation(Type.PHDTHESIS); result.setValue(Field.AUTHOR, "Oded Maron"); result.setValue(Field.YEAR, "1998"); result.setValue(Field.TITLE, "Learning from ambiguity"); result.setValue(Field.SCHOOL, "Massachusetts Institute of Technology"); additional = result.add(Type.ARTICLE); additional.setValue(Field.AUTHOR, "O. Maron and T. Lozano-Perez"); additional.setValue(Field.YEAR, "1998"); additional.setValue(Field.TITLE, "A Framework for Multiple Instance Learning"); additional.setValue(Field.JOURNAL, "Neural Information Processing Systems"); additional.setValue(Field.VOLUME, "10"); return result; }
/** * 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.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Eibe Frank and Mark Hall and Bernhard Pfahringer"); result.setValue(Field.YEAR, "2003"); result.setValue(Field.TITLE, "Locally Weighted Naive Bayes"); result.setValue(Field.BOOKTITLE, "19th Conference in Uncertainty in Artificial Intelligence"); result.setValue(Field.PAGES, "249-256"); result.setValue(Field.PUBLISHER, "Morgan Kaufmann"); additional = result.add(Type.ARTICLE); additional.setValue(Field.AUTHOR, "C. Atkeson and A. Moore and S. Schaal"); additional.setValue(Field.YEAR, "1996"); additional.setValue(Field.TITLE, "Locally weighted learning"); additional.setValue(Field.JOURNAL, "AI Review"); return result; }
@Override public TechnicalInformation getTechnicalInformation() { TechnicalInformation result; TechnicalInformation additional; result = new TechnicalInformation(Type.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Grigorios Tsoumakas and Ioannis Katakis and 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.VOLUME, "99"); result.setValue(Field.NUMBER, "1"); result.setValue(Field.YEAR, "2010"); additional = new TechnicalInformation(Type.INPROCEEDINGS); additional.setValue(Field.AUTHOR, "Jesse Read, Antti Puurula, Albert Bifet"); additional.setValue(Field.TITLE, "Multi-label Classification with Meta-labels"); additional.setValue(Field.BOOKTITLE, "International Conference on Data Mining"); additional.setValue(Field.YEAR, "2014"); result.add(additional); return result; }
@Override public TechnicalInformation getTechnicalInformation() { TechnicalInformation result; TechnicalInformation additional; result = new TechnicalInformation(Type.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Grigorios Tsoumakas and Ioannis Katakis and 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.VOLUME, "99"); result.setValue(Field.NUMBER, "1"); result.setValue(Field.YEAR, "2010"); additional = new TechnicalInformation(Type.INPROCEEDINGS); additional.setValue(Field.AUTHOR, "Jesse Read, Antti Puurula, Albert Bifet"); additional.setValue(Field.TITLE, "Multi-label Classification with Meta-labels"); additional.setValue(Field.BOOKTITLE, "International Conference on Data Mining"); additional.setValue(Field.YEAR, "2014"); result.add(additional); return result; }
@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; }
@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; }
@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; }
@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; }
@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; }