/** * 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.MISC); result.setValue(Field.AUTHOR, "A.J. Smola and B. Schoelkopf"); result.setValue(Field.TITLE, "A tutorial on support vector regression"); result.setValue(Field.NOTE, "NeuroCOLT2 Technical Report NC2-TR-1998-030"); result.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; result = new TechnicalInformation(Type.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Andrew Mccallum and Kamal Nigam"); result.setValue(Field.YEAR, "1998"); result.setValue( Field.TITLE, "A Comparison of Event Models for Naive Bayes Text Classification"); result.setValue(Field.BOOKTITLE, "AAAI-98 Workshop on 'Learning for Text Categorization'"); return result; }
@Override public TechnicalInformation getTechnicalInformation() { TechnicalInformation result; result = new TechnicalInformation(Type.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Krzysztof Dembczynsky and Weiwei Cheng and Eyke Hullermeier"); result.setValue( Field.TITLE, "Bayes Optimal Multi-label Classification via Probabalistic Classifier Chains"); result.setValue(Field.BOOKTITLE, "ICML '10: 27th International Conference on Machine Learning"); result.setValue(Field.YEAR, "2010"); 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.ARTICLE); result.setValue(Field.AUTHOR, "Geoffrey I. Webb"); result.setValue(Field.YEAR, "2000"); result.setValue(Field.TITLE, "MultiBoosting: A Technique for Combining Boosting and Wagging"); result.setValue(Field.JOURNAL, "Machine Learning"); result.setValue(Field.VOLUME, "Vol.40"); result.setValue(Field.NUMBER, "No.2"); result.setValue(Field.PUBLISHER, "Kluwer Academic Publishers"); result.setValue(Field.ADDRESS, "Boston"); 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; result = new TechnicalInformation(Type.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Eibe Frank and Ian H. Witten"); result.setValue(Field.TITLE, "Generating Accurate Rule Sets Without Global Optimization"); result.setValue(Field.BOOKTITLE, "Fifteenth International Conference on Machine Learning"); result.setValue(Field.EDITOR, "J. Shavlik"); result.setValue(Field.YEAR, "1998"); result.setValue(Field.PAGES, "144-151"); result.setValue(Field.PUBLISHER, "Morgan Kaufmann"); result.setValue(Field.PS, "http://www.cs.waikato.ac.nz/~eibe/pubs/ML98-57.ps.gz"); 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, "Ron Kohavi and David H. Wolpert"); result.setValue(Field.YEAR, "1996"); result.setValue(Field.TITLE, "Bias Plus Variance Decomposition for Zero-One Loss Functions"); result.setValue( Field.BOOKTITLE, "Machine Learning: Proceedings of the Thirteenth International Conference"); result.setValue(Field.PUBLISHER, "Morgan Kaufmann"); result.setValue(Field.EDITOR, "Lorenza Saitta"); result.setValue(Field.PAGES, "275-283"); result.setValue(Field.PS, "http://robotics.stanford.edu/~ronnyk/biasVar.ps"); 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.ARTICLE); result.setValue(Field.AUTHOR, "J. Friedman and T. Hastie and R. Tibshirani"); result.setValue(Field.TITLE, "Additive Logistic Regression: a Statistical View of Boosting"); result.setValue(Field.JOURNAL, "Annals of Statistics"); result.setValue(Field.VOLUME, "95"); result.setValue(Field.NUMBER, "2"); result.setValue(Field.PAGES, "337-407"); result.setValue(Field.YEAR, "2000"); 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; result = new TechnicalInformation(Type.ARTICLE); result.setValue(Field.AUTHOR, "le Cessie, S. and van Houwelingen, J.C."); result.setValue(Field.YEAR, "1992"); result.setValue(Field.TITLE, "Ridge Estimators in Logistic Regression"); result.setValue(Field.JOURNAL, "Applied Statistics"); result.setValue(Field.VOLUME, "41"); result.setValue(Field.NUMBER, "1"); result.setValue(Field.PAGES, "191-201"); 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, "Ron Kohavi"); result.setValue(Field.TITLE, "The Power of Decision Tables"); result.setValue(Field.BOOKTITLE, "8th European Conference on Machine Learning"); result.setValue(Field.YEAR, "1995"); result.setValue(Field.PAGES, "174-189"); result.setValue(Field.PUBLISHER, "Springer"); 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.ARTICLE); result.setValue(Field.AUTHOR, "D. Aha and D. Kibler"); result.setValue(Field.YEAR, "1991"); result.setValue(Field.TITLE, "Instance-based learning algorithms"); result.setValue(Field.JOURNAL, "Machine Learning"); result.setValue(Field.VOLUME, "6"); result.setValue(Field.PAGES, "37-66"); 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.MANUAL); result.setValue(Field.AUTHOR, "David M. Mount"); result.setValue(Field.YEAR, "2006"); result.setValue(Field.TITLE, "ANN Programming Manual"); result.setValue(Field.ORGANIZATION, "Department of Computer Science, University of Maryland"); result.setValue(Field.ADDRESS, "College Park, MD, USA"); result.setValue(Field.HTTP, "Available from http://www.cs.umd.edu/~mount/ANN/"); 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, "G. Demiroz and A. Guvenir"); result.setValue(Field.TITLE, "Classification by voting feature intervals"); result.setValue(Field.BOOKTITLE, "9th European Conference on Machine Learning"); result.setValue(Field.YEAR, "1997"); result.setValue(Field.PAGES, "85-92"); result.setValue(Field.PUBLISHER, "Springer"); 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.MASTERSTHESIS); result.setValue(Field.AUTHOR, "Xin Xu"); result.setValue(Field.YEAR, "2003"); result.setValue(Field.TITLE, "Statistical learning in multiple instance problem"); result.setValue(Field.SCHOOL, "University of Waikato"); result.setValue(Field.ADDRESS, "Hamilton, NZ"); result.setValue(Field.NOTE, "0657.594"); return result; }
public TechnicalInformation getTechnicalInformation() { TechnicalInformation result; result = new TechnicalInformation(Type.ARTICLE); result.setValue(Field.AUTHOR, "T. Calinski and J. Harabasz"); result.setValue(Field.TITLE, "A dendrite method for cluster analysis"); result.setValue(Field.BOOKTITLE, "Communications in Statistics"); result.setValue(Field.VOLUME, "3"); result.setValue(Field.NUMBER, "1"); result.setValue(Field.YEAR, "1974"); result.setValue(Field.PAGES, "1-27"); 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.ARTICLE); result.setValue(Field.AUTHOR, "R. Quinlan"); result.setValue(Field.YEAR, "1986"); result.setValue(Field.TITLE, "Induction of decision trees"); result.setValue(Field.JOURNAL, "Machine Learning"); result.setValue(Field.VOLUME, "1"); result.setValue(Field.NUMBER, "1"); result.setValue(Field.PAGES, "81-106"); 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.TECHREPORT); result.setValue(Field.AUTHOR, "J.H. Friedman"); result.setValue(Field.YEAR, "1999"); result.setValue(Field.TITLE, "Stochastic Gradient Boosting"); result.setValue(Field.INSTITUTION, "Stanford University"); result.setValue(Field.PS, "http://www-stat.stanford.edu/~jhf/ftp/stobst.ps"); 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.BOOK); result.setValue(Field.AUTHOR, "Ross Quinlan"); result.setValue(Field.YEAR, "1993"); result.setValue(Field.TITLE, "C4.5: Programs for Machine Learning"); result.setValue(Field.PUBLISHER, "Morgan Kaufmann Publishers"); result.setValue(Field.ADDRESS, "San Mateo, CA"); 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 = 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; }
/** * 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.BOOK); result.setValue(Field.AUTHOR, "David E. Goldberg"); result.setValue(Field.YEAR, "1989"); result.setValue(Field.TITLE, "Genetic algorithms in search, optimization and machine learning"); result.setValue(Field.ISBN, "0201157675"); result.setValue(Field.PUBLISHER, "Addison-Wesley"); 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, "L. Jiang and H. Zhang"); result.setValue(Field.TITLE, "Weightily Averaged One-Dependence Estimators"); result.setValue( Field.BOOKTITLE, "Proceedings of the 9th Biennial Pacific Rim International Conference on Artificial Intelligence, PRICAI 2006"); result.setValue(Field.YEAR, "2006"); result.setValue(Field.PAGES, "970-974"); result.setValue(Field.SERIES, "LNAI"); result.setValue(Field.VOLUME, "4099"); 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; result = new TechnicalInformation(Type.BOOK); result.setValue(Field.AUTHOR, "L. Breiman and J.H. Friedman and R.A. Olshen and C.J. Stone"); result.setValue(Field.TITLE, "Classification and Regression Trees"); result.setValue(Field.YEAR, "1984"); result.setValue(Field.PUBLISHER, "Wadsworth Inc"); result.setValue(Field.ISBN, "0412048418"); 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; result = new TechnicalInformation(Type.BOOK); result.setValue(Field.AUTHOR, "Richard Duda and Peter Hart"); result.setValue(Field.YEAR, "1973"); result.setValue(Field.TITLE, "Pattern Classification and Scene Analysis"); result.setValue(Field.PUBLISHER, "Wiley"); result.setValue(Field.ADDRESS, "New York"); 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.PHDTHESIS); result.setValue(Field.AUTHOR, "R. Kohavi"); result.setValue(Field.YEAR, "1995"); result.setValue( Field.TITLE, "Wrappers for Performance Enhancement and Oblivious Decision Graphs"); result.setValue(Field.SCHOOL, "Stanford University"); result.setValue(Field.ADDRESS, "Department of Computer Science, Stanford University"); 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, "John G. Cleary and Leonard E. Trigg"); result.setValue( Field.TITLE, "K*: An Instance-based Learner Using an Entropic Distance Measure"); result.setValue(Field.BOOKTITLE, "12th International Conference on Machine Learning"); result.setValue(Field.YEAR, "1995"); result.setValue(Field.PAGES, "108-114"); 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; result = new TechnicalInformation(Type.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Noam Slonim and Nir Friedman and Naftali Tishby"); result.setValue(Field.YEAR, "2002"); result.setValue( Field.TITLE, "Unsupervised document classification using sequential information maximization"); result.setValue( Field.BOOKTITLE, "Proceedings of the 25th International ACM SIGIR Conference on Research and Development in Information Retrieval"); result.setValue(Field.PAGES, "129-136"); 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.PHDTHESIS); result.setValue(Field.AUTHOR, "Wang, Y"); result.setValue(Field.YEAR, "2000"); result.setValue( Field.TITLE, "A new approach to fitting linear models in high dimensional spaces"); result.setValue(Field.SCHOOL, "Department of Computer Science, University of Waikato"); result.setValue(Field.ADDRESS, "Hamilton, New Zealand"); additional = result.add(Type.INPROCEEDINGS); additional.setValue(Field.AUTHOR, "Wang, Y. and Witten, I. H."); additional.setValue(Field.YEAR, "2002"); additional.setValue(Field.TITLE, "Modeling for optimal probability prediction"); additional.setValue( Field.BOOKTITLE, "Proceedings of the Nineteenth International Conference in Machine Learning"); additional.setValue(Field.YEAR, "2002"); additional.setValue(Field.PAGES, "650-657"); additional.setValue(Field.ADDRESS, "Sydney, Australia"); 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, "Andrew W. Moore"); result.setValue( Field.TITLE, "The Anchors Hierarchy: Using the Triangle Inequality to Survive High Dimensional Data"); result.setValue(Field.YEAR, "2000"); result.setValue( Field.BOOKTITLE, "UAI '00: Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence"); result.setValue(Field.PAGES, "397-405"); result.setValue(Field.PUBLISHER, "Morgan Kaufmann Publishers Inc."); result.setValue(Field.ADDRESS, "San Francisco, CA, USA"); additional = result.add(Type.MASTERSTHESIS); additional.setValue(Field.AUTHOR, "Ashraf Masood Kibriya"); additional.setValue(Field.TITLE, "Fast Algorithms for Nearest Neighbour Search"); additional.setValue(Field.YEAR, "2007"); additional.setValue( Field.SCHOOL, "Department of Computer Science, School of Computing and Mathematical Sciences, University of Waikato"); additional.setValue(Field.ADDRESS, "Hamilton, New Zealand"); 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.ARTICLE); result.setValue(Field.AUTHOR, "R. Jensen, Q. Shen"); result.setValue(Field.YEAR, "2009"); result.setValue( Field.TITLE, "New Approaches to Fuzzy-rough Feature Selection. IEEE Transactions on Fuzzy Systems"); result.setValue(Field.SCHOOL, "Aberystwyth University"); result.setValue(Field.ADDRESS, ""); additional = result.add(Type.INPROCEEDINGS); additional.setValue(Field.AUTHOR, "C. Cornelis, G. Hurtado Martin, R. Jensen and D. Slezak"); additional.setValue(Field.TITLE, "Feature Selection with Fuzzy Decision Reducts"); additional.setValue( Field.BOOKTITLE, "Third International Conference on Rough Sets and Knowledge Technology (RSKT'08)"); additional.setValue(Field.YEAR, "2008"); additional.setValue(Field.PAGES, "284-291"); additional.setValue(Field.PUBLISHER, "Springer"); additional = result.add(Type.INPROCEEDINGS); additional.setValue(Field.AUTHOR, "C. Cornelis and R. Jensen"); additional.setValue(Field.TITLE, "A Noise-tolerant Approach to Fuzzy-Rough Feature Selection"); additional.setValue( Field.BOOKTITLE, "17th International Conference on Fuzzy Systems (FUZZ-IEEE'08)"); additional.setValue(Field.YEAR, "2008"); additional.setValue(Field.PAGES, "1598-1605"); additional.setValue(Field.PUBLISHER, "IEEE"); 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, "Martin Guetlein and Eibe Frank and Mark Hall and Andreas Karwath"); result.setValue(Field.YEAR, "2009"); result.setValue(Field.TITLE, "Large Scale Attribute Selection Using Wrappers"); result.setValue( Field.BOOKTITLE, "Proc IEEE Symposium on Computational Intelligence and Data Mining"); result.setValue(Field.PAGES, "332-339"); result.setValue(Field.PUBLISHER, "IEEE"); additional = result.add(Type.MASTERSTHESIS); additional.setValue(Field.AUTHOR, "Martin Guetlein"); additional.setValue(Field.YEAR, "2006"); additional.setValue(Field.TITLE, "Large Scale Attribute Selection Using Wrappers"); additional.setValue(Field.SCHOOL, "Albert-Ludwigs-Universitaet"); additional.setValue(Field.ADDRESS, "Freiburg, Germany"); 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.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Usama M. Fayyad and Keki B. Irani"); result.setValue( Field.TITLE, "Multi-interval discretization of continuousvalued attributes for classification learning"); result.setValue( Field.BOOKTITLE, "Thirteenth International Joint Conference on Articial Intelligence"); result.setValue(Field.YEAR, "1993"); result.setValue(Field.VOLUME, "2"); result.setValue(Field.PAGES, "1022-1027"); result.setValue(Field.PUBLISHER, "Morgan Kaufmann Publishers"); additional = result.add(Type.INPROCEEDINGS); additional.setValue(Field.AUTHOR, "Igor Kononenko"); additional.setValue(Field.TITLE, "On Biases in Estimating Multi-Valued Attributes"); additional.setValue( Field.BOOKTITLE, "14th International Joint Conference on Articial Intelligence"); additional.setValue(Field.YEAR, "1995"); additional.setValue(Field.PAGES, "1034-1040"); additional.setValue(Field.PS, "http://ai.fri.uni-lj.si/papers/kononenko95-ijcai.ps.gz"); return result; }