/** * 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, "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"); 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; }
/** * 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; }
@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.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; }
/** * 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; }
/** * 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, "Niels Landwehr and Mark Hall and Eibe Frank"); result.setValue(Field.TITLE, "Logistic Model Trees"); result.setValue(Field.BOOKTITLE, "Machine Learning"); result.setValue(Field.YEAR, "2005"); result.setValue(Field.VOLUME, "95"); result.setValue(Field.PAGES, "161-205"); result.setValue(Field.NUMBER, "1-2"); additional = result.add(Type.INPROCEEDINGS); additional.setValue(Field.AUTHOR, "Marc Sumner and Eibe Frank and Mark Hall"); additional.setValue(Field.TITLE, "Speeding up Logistic Model Tree Induction"); additional .setValue(Field.BOOKTITLE, "9th European Conference on Principles and Practice of Knowledge Discovery in Databases"); additional.setValue(Field.YEAR, "2005"); additional.setValue(Field.PAGES, "675-683"); additional.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.MISC); result.setValue(Field.AUTHOR, "Wikipedia"); result.setValue(Field.TITLE, "Euclidean distance"); result.setValue(Field.URL, "http://en.wikipedia.org/wiki/Euclidean_distance"); 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.MISC); result.setValue(Field.AUTHOR, "Wikipedia"); result.setValue(Field.TITLE, "Minkowski distance"); result.setValue(Field.URL, "http://en.wikipedia.org/wiki/Minkowski_distance"); 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.MISC); result.setValue(Field.AUTHOR, "Wikipedia"); result.setValue(Field.TITLE, "Chebyshev distance"); result.setValue(Field.URL, "http://en.wikipedia.org/wiki/Chebyshev_distance"); 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.MISC); result.setValue(Field.AUTHOR, "Wikipedia"); result.setValue(Field.TITLE, "Taxicab geometry"); result.setValue(Field.URL, "http://en.wikipedia.org/wiki/Taxicab_geometry"); return result; }
public static TechnicalInformation getTechnicalInformation() { TechnicalInformation result = new TechnicalInformation(Type.TECHREPORT); result.setValue(Field.AUTHOR, "Christopher Beckham, Mark Hall, Eibe Frank"); result.setValue(Field.TITLE, "WekaPyScript: Classification, Regression, and Filter Schemes for WEKA Implemented in Python"); result.setValue(Field.JOURNAL, "Journal of Open Research Software"); result.setValue(Field.URL, "http://openresearchsoftware.metajnl.com/articles/10.5334/jors.108/"); result.setValue(Field.YEAR, "2016"); 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.MISC); result.setValue(Field.AUTHOR, "Wikipedia"); result.setValue(Field.TITLE, "Minkowski distance"); result.setValue(Field.URL, "http://en.wikipedia.org/wiki/Minkowski_distance"); return result; }
@Override public TechnicalInformation getTechnicalInformation() { TechnicalInformation result; result = new TechnicalInformation(Type.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Jesse Read, Concha Blieza, Pedro Larranaga"); result.setValue(Field.TITLE, "Multi-Dimensional Classification with Super-Classes"); result.setValue(Field.JOURNAL, "IEEE Transactions on Knowledge and Data Engineering"); result.setValue(Field.YEAR, "2013"); return result; }
@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; }
@Override public TechnicalInformation getTechnicalInformation() { TechnicalInformation result; result = new TechnicalInformation(Type.INPROCEEDINGS); result.setValue(Field.AUTHOR, "Jesse Read and Jaako Hollmen"); result.setValue(Field.TITLE, "A Deep Interpretation of Classifier Chains"); result.setValue(Field.BOOKTITLE, "Advances in Intelligent Data Analysis {XIII} - 13th International Symposium, {IDA} 2014"); result.setValue(Field.PAGES, "251--262"); result.setValue(Field.YEAR, "2014"); return result; }
@Override public TechnicalInformation getTechnicalInformation() { TechnicalInformation result; result = new TechnicalInformation(Type.ARTICLE); result.setValue(Field.AUTHOR, "Geoffrey Hinton and Ruslan Salakhutdinov"); result.setValue(Field.TITLE, "Reducing the Dimensionality of Data with Neural Networks"); result.setValue(Field.JOURNAL, "Science"); result.setValue(Field.VOLUME, "313"); result.setValue(Field.NUMBER, "5786"); result.setValue(Field.PAGES, "504-507"); result.setValue(Field.YEAR, "2006"); return result; }
@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; }
/** * 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, "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 TechnicalInformation about the paper related to the algorithm. * * @return the TechnicalInformation */ public TechnicalInformation getTechnicalInformation() { TechnicalInformation paper = new TechnicalInformation(Type.PROCEEDINGS); paper.setValue(Field.AUTHOR, "Ramakrishnan Srikant and Rakesh Agrawal"); paper.setValue(Field.TITLE, "Mining Sequential Patterns: Generalizations and Performance Improvements"); paper.setValue(Field.BOOKTITLE, "Advances in Database Technology EDBT '96"); paper.setValue(Field.YEAR, "1996"); paper.setValue(Field.PUBLISHER, "Springer"); return paper; }
/** * 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 */ @Override public TechnicalInformation getTechnicalInformation() { TechnicalInformation result; TechnicalInformation additional; 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"); additional = result.add(Type.BOOK); additional.setValue(Field.AUTHOR, "P. E. Gill and W. Murray and M. H. Wright"); additional.setValue(Field.YEAR, "1981"); additional.setValue(Field.TITLE, "Practical Optimization"); additional.setValue(Field.PUBLISHER, "Academic Press"); additional.setValue(Field.ADDRESS, "London and New York"); additional = result.add(Type.TECHREPORT); additional.setValue(Field.AUTHOR, "P. E. Gill and W. Murray"); additional.setValue(Field.YEAR, "1976"); additional.setValue(Field.TITLE, "Minimization subject to bounds on the variables"); additional.setValue(Field.INSTITUTION, "National Physical Laboratory"); additional.setValue(Field.NUMBER, "NAC 72"); additional = result.add(Type.BOOK); additional.setValue(Field.AUTHOR, "E. K. P. Chong and S. H. Zak"); additional.setValue(Field.YEAR, "1996"); additional.setValue(Field.TITLE, "An Introduction to Optimization"); additional.setValue(Field.PUBLISHER, "John Wiley and Sons"); additional.setValue(Field.ADDRESS, "New York"); additional = result.add(Type.BOOK); additional.setValue(Field.AUTHOR, "J. E. Dennis and R. B. Schnabel"); additional.setValue(Field.YEAR, "1983"); additional .setValue(Field.TITLE, "Numerical Methods for Unconstrained Optimization and Nonlinear Equations"); additional.setValue(Field.PUBLISHER, "Prentice-Hall"); additional = result.add(Type.BOOK); additional .setValue(Field.AUTHOR, "W. H. Press and B. P. Flannery and S. A. Teukolsky and W. T. Vetterling"); additional.setValue(Field.YEAR, "1992"); additional.setValue(Field.TITLE, "Numerical Recipes in C"); additional.setValue(Field.PUBLISHER, "Cambridge University Press"); additional.setValue(Field.EDITION, "Second"); additional = result.add(Type.ARTICLE); additional.setValue(Field.AUTHOR, "P. E. Gill and G. H. Golub and W. Murray and M. A. Saunders"); additional.setValue(Field.YEAR, "1974"); additional.setValue(Field.TITLE, "Methods for modifying matrix factorizations"); additional.setValue(Field.JOURNAL, "Mathematics of Computation"); additional.setValue(Field.VOLUME, "28"); additional.setValue(Field.NUMBER, "126"); additional.setValue(Field.PAGES, "505-535"); 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.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"); additional = result.add(Type.BOOK); additional.setValue(Field.AUTHOR, "P. E. Gill and W. Murray and M. H. Wright"); additional.setValue(Field.YEAR, "1981"); additional.setValue(Field.TITLE, "Practical Optimization"); additional.setValue(Field.PUBLISHER, "Academic Press"); additional.setValue(Field.ADDRESS, "London and New York"); additional = result.add(Type.TECHREPORT); additional.setValue(Field.AUTHOR, "P. E. Gill and W. Murray"); additional.setValue(Field.YEAR, "1976"); additional.setValue(Field.TITLE, "Minimization subject to bounds on the variables"); additional.setValue(Field.INSTITUTION, "National Physical Laboratory"); additional.setValue(Field.NUMBER, "NAC 72"); additional = result.add(Type.BOOK); additional.setValue(Field.AUTHOR, "E. K. P. Chong and S. H. Zak"); additional.setValue(Field.YEAR, "1996"); additional.setValue(Field.TITLE, "An Introduction to Optimization"); additional.setValue(Field.PUBLISHER, "John Wiley and Sons"); additional.setValue(Field.ADDRESS, "New York"); additional = result.add(Type.BOOK); additional.setValue(Field.AUTHOR, "J. E. Dennis and R. B. Schnabel"); additional.setValue(Field.YEAR, "1983"); additional.setValue(Field.TITLE, "Numerical Methods for Unconstrained Optimization and Nonlinear Equations"); additional.setValue(Field.PUBLISHER, "Prentice-Hall"); additional = result.add(Type.BOOK); additional.setValue(Field.AUTHOR, "W. H. Press and B. P. Flannery and S. A. Teukolsky and W. T. Vetterling"); additional.setValue(Field.YEAR, "1992"); additional.setValue(Field.TITLE, "Numerical Recipes in C"); additional.setValue(Field.PUBLISHER, "Cambridge University Press"); additional.setValue(Field.EDITION, "Second"); additional = result.add(Type.ARTICLE); additional.setValue(Field.AUTHOR, "P. E. Gill and G. H. Golub and W. Murray and M. A. Saunders"); additional.setValue(Field.YEAR, "1974"); additional.setValue(Field.TITLE, "Methods for modifying matrix factorizations"); additional.setValue(Field.JOURNAL, "Mathematics of Computation"); additional.setValue(Field.VOLUME, "28"); additional.setValue(Field.NUMBER, "126"); additional.setValue(Field.PAGES, "505-535"); return result; }
/** * @return {@inheritDoc} * @see weka.core.TechnicalInformationHandler#getTechnicalInformation() */ @Override public TechnicalInformation getTechnicalInformation() { TechnicalInformation ti = new TechnicalInformation(TechnicalInformation.Type.BOOK, "skousen1989analogical"); ti.setValue(TechnicalInformation.Field.TITLE, "Analogical Modeling of Language"); ti.setValue(TechnicalInformation.Field.AUTHOR, "Skousen, R."); ti.setValue(TechnicalInformation.Field.ISBN13, "9780792305170"); ti.setValue(TechnicalInformation.Field.YEAR, "1989"); ti.setValue(TechnicalInformation.Field.PUBLISHER, "Kluwer Academic Publishers"); ti.setValue(TechnicalInformation.Field.ABSTRACT, "Review: 'Skousen develops an analogical approach, which is claimed " + "to handle not merely cases which are problematic for tructuralist " + "approaches, but to be applicable equally to the cases with which " + "structuralism is at its best - in short, to be an Einstein to the " + "common Newton.This is altogether a stimulating and richly suggestive " + "book whose fundamental notions are presented with formal rigour. Other, " + "more psychologically adequate, formal analogical theories may be devised, " + "but Skousen has shown the way forward.' Artificial Intelligence and " + "Stimulation of Behaviour Quarterly, 1990, No. 72" ); TechnicalInformation ti2 = new TechnicalInformation(Type.INBOOK, "skousen2002analogical"); ti2.setValue(TechnicalInformation.Field.EDITOR, "Skousen, Royal and Lonsdale, Deryle and Parkinson, Dilworth"); ti2.setValue(TechnicalInformation.Field.YEAR, "2002"); ti2.setValue(TechnicalInformation.Field.PUBLISHER, "John Benjamins Publishing Company"); ti2.setValue(TechnicalInformation.Field.TITLE, "Analogical modeling: an exemplar-based approach to language"); ti2.setValue(TechnicalInformation.Field.AUTHOR, "Theron Stanford"); ti2.setValue( TechnicalInformation.Field.ABSTRACT, "Analogical Modeling (AM) is an exemplar-based general theory of description " + "that uses both neighbors and non-neighbors (under certain well-defined conditions " + "of homogeneity) to predict language behavior. This book provides a basic " + "introduction to AM, compares the theory with nearest-neighbor approaches, and " + "discusses the most recent advances in the theory, including psycholinguistic " + "evidence, applications to specific languages, the problem of categorization, " + "and how AM relates to alternative approaches of language description (such as " + "instance families, neural nets, connectionism, and optimality theory). The book " + "closes with a thorough examination of the problem of the exponential explosion, " + "an inherent difficulty in AM (and in fact all theories of language description). " + "Quantum computing (based on quantum mechanics with its inherent simultaneity and " + "reversibility) provides a precise and natural solution to the exponential explosion " + "in AM. Finally, an extensive appendix provides three tutorials for running the AM " + "computer program (available online)." ); ti2.setValue(TechnicalInformation.Field.PAGES, "385--409"); ti2.setValue(TechnicalInformation.Field.ISBN13, "9789027223623"); TechnicalInformation ti3 = new TechnicalInformation(Type.MISC, "wiki:AnalgocialModeling"); ti3.setValue(TechnicalInformation.Field.AUTHOR, "Wikipedia"); ti3.setValue(TechnicalInformation.Field.URL, "http://en.wikipedia.org/wiki/Analogical_modeling"); ti3.setValue(TechnicalInformation.Field.NOTE, "[Online; accessed 15-June-2012]"); ti3.setValue(TechnicalInformation.Field.YEAR, "2012"); ti3.setValue(TechnicalInformation.Field.URL, "http://en.wikipedia.org/wiki/Analogical_modeling"); ti.add(ti2); return ti; }
