Deterministic and statistical methods in machine learning: first international workshop, Sheffield, UK, September 7 - 10, 2004 ; revised lectures
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2005
|
| Schriftenreihe: | Lecture notes in computer science
3635 : Lecture notes in artificial intelligence |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | VIII, 339 S. Ill., graph. Darst. |
| ISBN: | 9783540290735 3540290737 |
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Datensatz im Suchindex
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Table of Contents
Object Recognition via Local Patch Labelling
Christopher M. Bishop, Ukay Ulusoy
Multi
Samy Bengio,
Bayesian Kernel Learning Methods for Parametric Accelerated Life
Survival Analysis
Gavin C. Cawley, Nicola L.C. Talbot, Gareth J. Janacek,
Michael W. Peck
Extensions of the Informative Vector Machine
Neu
Efficient Communication by Breathing
Tom H. Shorrock, David J. C. MacKay, Chris J. Ball
Guiding Local Regression Using Visualisation
Dharmesh M. Maniyar, Ian T. Nabney
Transformations of Gaussian Process Priors
Roderick Murray-Smith, Barak A.
Kernel Based Learning Methods: Regularization Networks and RBF
Networks
Petra Kudová,
Redundant Bit Vectors for Quickly Searching High-Dimensional
Regions
Jonathan Goldstein, John
Bayesian Independent Component Analysis with Prior Constraints: An
Application in
Stephen Roberts, Rizwan Choudrey
Ensemble Algorithms for Feature Selection
Jeremy D. Rogers, Steve R. Gunn
Can Gaussian Process Regression Be Made Robust Against Model
Mismatch?
Peter
VIII Table of Contents
Understanding Gaussian Process Regression Using the Equivalent
Kernel
Peter Sollich, Christopher K.I. Williams
Integrating Binding Site Predictions Using Non-linear Classification
Methods
Yi Sun, Mark Robinson, Rod Adams, Paul Kaye, Alistair Rust,
Neu Davey. 229
Support Vector Machine to Synthesise Kernels
Hongying
Jason D.R. Farquhar
Appropriate Kernel Functions for Support Vector Machine Learning
with Sequences of Symbolic Data
Bram
Variational
Bo Wang,
A Comparison of Condition Numbers for the Pull Rank Least Squares
Problem
Joab R.
SVM Based Learning System for Information Extraction
Yaoyong Li, Kalina Bontcheva, Hamish Cunningham
Author Index |
| adam_txt |
Table of Contents
Object Recognition via Local Patch Labelling
Christopher M. Bishop, Ukay Ulusoy
Multi
Samy Bengio,
Bayesian Kernel Learning Methods for Parametric Accelerated Life
Survival Analysis
Gavin C. Cawley, Nicola L.C. Talbot, Gareth J. Janacek,
Michael W. Peck
Extensions of the Informative Vector Machine
Neu
Efficient Communication by Breathing
Tom H. Shorrock, David J. C. MacKay, Chris J. Ball
Guiding Local Regression Using Visualisation
Dharmesh M. Maniyar, Ian T. Nabney
Transformations of Gaussian Process Priors
Roderick Murray-Smith, Barak A.
Kernel Based Learning Methods: Regularization Networks and RBF
Networks
Petra Kudová,
Redundant Bit Vectors for Quickly Searching High-Dimensional
Regions
Jonathan Goldstein, John
Bayesian Independent Component Analysis with Prior Constraints: An
Application in
Stephen Roberts, Rizwan Choudrey
Ensemble Algorithms for Feature Selection
Jeremy D. Rogers, Steve R. Gunn
Can Gaussian Process Regression Be Made Robust Against Model
Mismatch?
Peter
VIII Table of Contents
Understanding Gaussian Process Regression Using the Equivalent
Kernel
Peter Sollich, Christopher K.I. Williams
Integrating Binding Site Predictions Using Non-linear Classification
Methods
Yi Sun, Mark Robinson, Rod Adams, Paul Kaye, Alistair Rust,
Neu Davey. 229
Support Vector Machine to Synthesise Kernels
Hongying
Jason D.R. Farquhar
Appropriate Kernel Functions for Support Vector Machine Learning
with Sequences of Symbolic Data
Bram
Variational
Bo Wang,
A Comparison of Condition Numbers for the Pull Rank Least Squares
Problem
Joab R.
SVM Based Learning System for Information Extraction
Yaoyong Li, Kalina Bontcheva, Hamish Cunningham
Author Index |
| any_adam_object | 1 |
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| dewey-full | 006.31 |
| dewey-hundreds | 000 - Computer science, information, general works |
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| discipline | Informatik |
| discipline_str_mv | Informatik |
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| spelling | Deterministic and statistical methods in machine learning first international workshop, Sheffield, UK, September 7 - 10, 2004 ; revised lectures Joab Winkler ... (ed.) Berlin [u.a.] Springer 2005 VIII, 339 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 3635 : Lecture notes in artificial intelligence Apprentissage automatique - Congrès Apprentissage automatique - Méthodes statistiques - Congrès Apprentissage automatique rasuqam Machine à vecteurs de support rasuqam Méthode statistique rasuqam Machine learning Congresses Machine learning Statistical methods Congresses Support-Vektor-Maschine (DE-588)4505517-8 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf Bayes-Lernen (DE-588)4701615-2 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2004 Sheffield gnd-content Maschinelles Lernen (DE-588)4193754-5 s DE-604 Support-Vektor-Maschine (DE-588)4505517-8 s Bayes-Lernen (DE-588)4701615-2 s Neuronales Netz (DE-588)4226127-2 s Maschinelles Sehen (DE-588)4129594-8 s Winkler, Joab Sonstige oth International Workshop on Machine Learning 1 2004 Sheffield Sonstige (DE-588)6046423-9 oth Lecture notes in computer science 3635 : Lecture notes in artificial intelligence (DE-604)BV000000607 3635 text/html http://deposit.dnb.de/cgi-bin/dokserv?id=2680955&prov=M&dok_var=1&dok_ext=htm Inhaltstext Digitalisierung UBPassau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014573780&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Deterministic and statistical methods in machine learning first international workshop, Sheffield, UK, September 7 - 10, 2004 ; revised lectures Lecture notes in computer science Apprentissage automatique - Congrès Apprentissage automatique - Méthodes statistiques - Congrès Apprentissage automatique rasuqam Machine à vecteurs de support rasuqam Méthode statistique rasuqam Machine learning Congresses Machine learning Statistical methods Congresses Support-Vektor-Maschine (DE-588)4505517-8 gnd Neuronales Netz (DE-588)4226127-2 gnd Maschinelles Sehen (DE-588)4129594-8 gnd Bayes-Lernen (DE-588)4701615-2 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4505517-8 (DE-588)4226127-2 (DE-588)4129594-8 (DE-588)4701615-2 (DE-588)4193754-5 (DE-588)1071861417 |
| title | Deterministic and statistical methods in machine learning first international workshop, Sheffield, UK, September 7 - 10, 2004 ; revised lectures |
| title_auth | Deterministic and statistical methods in machine learning first international workshop, Sheffield, UK, September 7 - 10, 2004 ; revised lectures |
| title_exact_search | Deterministic and statistical methods in machine learning first international workshop, Sheffield, UK, September 7 - 10, 2004 ; revised lectures |
| title_exact_search_txtP | Deterministic and statistical methods in machine learning first international workshop, Sheffield, UK, September 7 - 10, 2004 ; revised lectures |
| title_full | Deterministic and statistical methods in machine learning first international workshop, Sheffield, UK, September 7 - 10, 2004 ; revised lectures Joab Winkler ... (ed.) |
| title_fullStr | Deterministic and statistical methods in machine learning first international workshop, Sheffield, UK, September 7 - 10, 2004 ; revised lectures Joab Winkler ... (ed.) |
| title_full_unstemmed | Deterministic and statistical methods in machine learning first international workshop, Sheffield, UK, September 7 - 10, 2004 ; revised lectures Joab Winkler ... (ed.) |
| title_short | Deterministic and statistical methods in machine learning |
| title_sort | deterministic and statistical methods in machine learning first international workshop sheffield uk september 7 10 2004 revised lectures |
| title_sub | first international workshop, Sheffield, UK, September 7 - 10, 2004 ; revised lectures |
| topic | Apprentissage automatique - Congrès Apprentissage automatique - Méthodes statistiques - Congrès Apprentissage automatique rasuqam Machine à vecteurs de support rasuqam Méthode statistique rasuqam Machine learning Congresses Machine learning Statistical methods Congresses Support-Vektor-Maschine (DE-588)4505517-8 gnd Neuronales Netz (DE-588)4226127-2 gnd Maschinelles Sehen (DE-588)4129594-8 gnd Bayes-Lernen (DE-588)4701615-2 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Apprentissage automatique - Congrès Apprentissage automatique - Méthodes statistiques - Congrès Apprentissage automatique Machine à vecteurs de support Méthode statistique Machine learning Congresses Machine learning Statistical methods Congresses Support-Vektor-Maschine Neuronales Netz Maschinelles Sehen Bayes-Lernen Maschinelles Lernen Konferenzschrift 2004 Sheffield |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=2680955&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014573780&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT winklerjoab deterministicandstatisticalmethodsinmachinelearningfirstinternationalworkshopsheffieldukseptember7102004revisedlectures AT internationalworkshoponmachinelearningsheffield deterministicandstatisticalmethodsinmachinelearningfirstinternationalworkshopsheffieldukseptember7102004revisedlectures |