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Christophe G. Giraud-Carrier
2010 – today
- 2013
[j20]Jun Won Lee, Christophe G. Giraud-Carrier: Results on mining NHANES data: A case study in evidence-based medicine. Comp. in Bio. and Med. 43(5): 493-503 (2013)- [j19]Jun Won Lee, Christophe G. Giraud-Carrier: Automatic selection of classification learning algorithms for data mining practitioners. Intell. Data Anal. 17(4): 665-678 (2013)
- 2012
- [c33]Scott Burton, Richard Morris, Michael Dimond, Joshua Hansen, Christophe G. Giraud-Carrier, Joshua West, Carl L. Hanson, Michael Barnes: Public health community mining in YouTube. IHI 2012: 81-90
- [c32]Wynn C. Stirling, Christophe G. Giraud-Carrier, Teppo Felin: A Framework for the Design and Synthesis of Coordinated Social Systems. SocInfo 2012: 351-364
- 2011
- [j18]Jun Won Lee, Christophe G. Giraud-Carrier: A metric for unsupervised metalearning. Intell. Data Anal. 15(6): 827-841 (2011)
- [c31]Kyle W. Prier, Matthew S. Smith, Christophe G. Giraud-Carrier, Carl L. Hanson: Identifying Health-Related Topics on Twitter - An Exploration of Tobacco-Related Tweets as a Test Topic. SBP 2011: 18-25
- 2010
- [j17]Nathan Davis, Christophe G. Giraud-Carrier, Del Jensen: A topological embedding of the lexicon for semantic distance computation. Natural Language Engineering 16(3): 245-275 (2010)
- [j16]Christophe G. Giraud-Carrier, Margaret H. Dunham: On the importance of sharing negative results. SIGKDD Explorations 12(2): 3-4 (2010)
- [c30]Matthew S. Smith, Christophe G. Giraud-Carrier: Bonding vs. Bridging Social Capital: A Case Study in Twitter. SocialCom/PASSAT 2010: 385-392
- [p3]Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil: Meta-Learning - Concepts and Techniques. Data Mining and Knowledge Discovery Handbook 2010: 717-731
- [r5]Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil, Carlos Soares: Inductive Transfer. Encyclopedia of Machine Learning 2010: 545-548
- [r4]Pavel Brazdil, Ricardo Vilalta, Christophe G. Giraud-Carrier, Carlos Soares: Metalearning. Encyclopedia of Machine Learning 2010: 662-666
2000 – 2009
- 2009
- [b1]Pavel Brazdil, Christophe G. Giraud-Carrier, Carlos Soares, Ricardo Vilalta: Metalearning - Applications to Data Mining. Cognitive Technologies, Springer 2009, ISBN 978-3-540-73262-4, pp. I-X, 1-176
- [j15]Christophe G. Giraud-Carrier, Burdette Pixton, Roberto A. Rocha: Bariatric surgery performance: A predictive informatics case study. Intell. Data Anal. 13(5): 741-754 (2009)
- [j14]Matthew Smith, Christophe G. Giraud-Carrier, Nathan Purser: Implicit affinity networks and social capital. Information Technology and Management 10(2-3): 123-134 (2009)
- [c29]Sabra Dinerstein, Christophe G. Giraud-Carrier, Jared Dinerstein, Parris K. Egbert: Fused Multi-modal Deduplication. DMIN 2009: 253-259
- [c28]B. Hawkins, Christophe G. Giraud-Carrier: Ranking Search Results for Translated Content. IRI 2009: 242-245
- [r3]Christophe G. Giraud-Carrier: Data Mining Tool Selection. Encyclopedia of Data Warehousing and Mining 2009: 511-518
- [r2]Christophe G. Giraud-Carrier, Pavel Brazdil, Carlos Soares, Ricardo Vilalta: Meta-Learning. Encyclopedia of Data Warehousing and Mining 2009: 1207-1215
- [r1]Christophe G. Giraud-Carrier: Stages of Knowledge Discovery in E-Commerce Sites. Encyclopedia of Data Warehousing and Mining 2009: 1830-1834
- 2008
- [j13]Del Jensen, Christophe G. Giraud-Carrier, Nathan Davis: A method for computing lexical semantic distance using linear functionals. J. Web Sem. 6(2): 99-108 (2008)
- [c27]Matthew R. Smith, Nathan Purser, Christophe G. Giraud-Carrier: Social Capital in the Blogosphere: A Case Study. AAAI Spring Symposium: Social Information Processing 2008: 93-97
- [c26]Jun Won Lee, Christophe G. Giraud-Carrier: New Insights into Learning Algorithms and Datasets. ICMLA 2008: 135-140
- [c25]Jun Won Lee, Christophe G. Giraud-Carrier: Predicting Algorithm Accuracy with a Small Set of Effective Meta-Features. ICMLA 2008: 808-812
- [c24]Michael Gashler, Christophe G. Giraud-Carrier, Tony R. Martinez: Decision Tree Ensemble: Small Heterogeneous Is Better Than Large Homogeneous. ICMLA 2008: 900-905
- 2007
- [j12]Christophe G. Giraud-Carrier, Tony R. Martinez: Learning by Discrimination: A Constructive Incremental Approach. JCP 2(7): 49-58 (2007)
- [c23]
- [c22]Stephen Ivie, Burdette Pixton, Christophe G. Giraud-Carrier: Metric-Based Data Mining Model for Genealogical Record Linkage. IRI 2007: 538-543
- [p2]Matthew S. Smith, Brent Wenerstrom, Christophe G. Giraud-Carrier, Steve Lawyer, Wendy Liu: Personalizing E-Commerce with Data Mining. E-Service Intelligence 2007: 273-286
- 2006
- [c21]Brent Wenerstrom, Christophe G. Giraud-Carrier: Temporal Data Mining in Dynamic Feature Spaces. ICDM 2006: 1141-1145
- [c20]Kristine Daniels, Christophe G. Giraud-Carrier: Learning the Threshold in Hierarchical Agglomerative Clustering. ICMLA 2006: 270-278
- [c19]Nghia Tran, Christophe G. Giraud-Carrier, Kevin D. Seppi, Sean Warnick: Cooperation-based Clustering for Profit-maximizing Organizational Design. IJCNN 2006: 1813-1817
- 2005
- [j11]Torbjørn S. Dahl, Christophe G. Giraud-Carrier: Incremental Development of Adaptive Behaviors using Trees of Self-Contained Solutions. Adaptive Behaviour 13(3): 243-260 (2005)
- [j10]Claire J. Thie, Christophe G. Giraud-Carrier: Learning Concept Descriptions with Typed Evolutionary Programming. IEEE Trans. Knowl. Data Eng. 17(12): 1664-1677 (2005)
- [c18]Christophe G. Giraud-Carrier: The data mining advisor: meta-learning at the service of practitioners. ICMLA 2005
- [p1]Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil: Meta-Learning. The Data Mining and Knowledge Discovery Handbook 2005: 731-748
- 2004
- [j9]Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil, Carlos Soares: Using Meta-Learning to Support Data Mining. IJCSA 1(1): 31-45 (2004)
- [j8]Christophe G. Giraud-Carrier, Ricardo Vilalta, Pavel Brazdil: Introduction to the Special Issue on Meta-Learning. Machine Learning 54(3): 187-193 (2004)
- [c17]
- [c16]René MacKinney-Romero, Christophe G. Giraud-Carrier: Inducing Classification Rules from Highly-Structured Data with Composition. MICAI 2004: 262-271
- 2003
- [j7]Christophe G. Giraud-Carrier, Olivier Povel: Characterising Data Mining software. Intell. Data Anal. 7(3): 181-192 (2003)
- 2002
- [c15]Christophe G. Giraud-Carrier: Unifying Learning with Evolution Through Baldwinian Evolution and Lamarckism. Advances in Computational Intelligence and Learning 2002: 159-168
- 2001
- [j6]Rafal Bogacz, Malcolm W. Brown, Christophe G. Giraud-Carrier: Model of co-operation between recency, familiarity and novelty neurons in the perirhinal cortex. Neurocomputing 38-40: 1121-1126 (2001)
- [j5]Rafal Bogacz, Malcolm W. Brown, Christophe G. Giraud-Carrier: Model of Familiarity Discrimination in the Perirhinal Cortex. Journal of Computational Neuroscience 10(1): 5-23 (2001)
- [c14]Timothy Langford, Christophe G. Giraud-Carrier, John Magee: Detection of Infectious Outbreaks in Hospitals through Incremental Clustering. AIME 2001: 30-39
- [c13]T. S. Dahl, Christophe G. Giraud-Carrier: Evolution, Adaption, and Behavioural Holism in Artificial Intelligence. ECAL 2001: 499-508
- [c12]Rafal Bogacz, Malcolm W. Brown, Christophe G. Giraud-Carrier: A Familiarity Discrimination Algorithm Inspired by Computations of the Perirhinal Cortex. Emergent Neural Computational Architectures Based on Neuroscience 2001: 428-441
- 2000
- [j4]Christophe G. Giraud-Carrier: A Note on the Utility of Incremental Learning. AI Commun. 13(4): 215-224 (2000)
- [c11]Antony F. Bowers, Christophe G. Giraud-Carrier, John W. Lloyd: Classification of Individuals with Complex Structure. ICML 2000: 81-88
- [c10]Bernhard Pfahringer, Hilan Bensusan, Christophe G. Giraud-Carrier: Meta-Learning by Landmarking Various Learning Algorithms. ICML 2000: 743-750
- [c9]Rafal Bogacz, Malcolm W. Brown, Christophe G. Giraud-Carrier: Frequency-Based Error Back-Propagation in a Cortical Network. IJCNN (2) 2000: 211-216
- [c8]Hilan Bensusan, Christophe G. Giraud-Carrier, Claire J. Kennedy: A Higher-order Approach to Meta-learning . ILP Work-in-progress reports 2000
- [c7]Rafal Bogacz, Malcolm W. Brown, Christophe G. Giraud-Carrier: Emergence of Movement Sensitive Neurons' Properties by Learning a Sparse Code for Natural Moving Images. NIPS 2000: 838-844
- [c6]Hilan Bensusan, Christophe G. Giraud-Carrier: Discovering Task Neighbourhoods Through Landmark Learning Performances. PKDD 2000: 325-330
1990 – 1999
- 1999
- [c5]Claire J. Kennedy, Christophe G. Giraud-Carrier, Douglas W. Bristol: Predicting Chemical Carcinogenesis Using Structural Information Only. PKDD 1999: 360-365
- [c4]René MacKinney-Romero, Christophe G. Giraud-Carrier: Learning from Highly Structured Data by Decomposition. PKDD 1999: 436-441
- 1998
- [c3]Rafal Bogacz, Christophe G. Giraud-Carrier: A Novel Modular Neural Architecture for Rule-Based and Similarity-Based Reasoning. Hybrid Neural Systems 1998: 63-77
- [c2]Peter A. Flach, Christophe G. Giraud-Carrier, John W. Lloyd: Strongly Typed Inductive Concept Learning. ILP 1998: 185-194
- [c1]Rafal Bogacz, Christophe G. Giraud-Carrier: BRAINN: A Connectionist Approach to Symbolic Reasoning. NC 1998: 907-913
- 1995
- [j3]Christophe G. Giraud-Carrier, Tony R. Martinez: An Integrated Framework for Learning and Reasoning. J. Artif. Intell. Res. (JAIR) 3: 147-185 (1995)
- [j2]Christophe G. Giraud-Carrier, Tony R. Martinez: Analysis of the Convergence and Generalization of AA1. J. Parallel Distrib. Comput. 26(1): 125-131 (1995)
- [i1]Christophe G. Giraud-Carrier, Tony R. Martinez: An Integrated Framework for Learning and Reasoning. CoRR abs/cs/9508102 (1995)
- 1994
- [j1]Christophe G. Giraud-Carrier: A Reconfigurable Data Flow Machine for Implementing Functional Programming Languages. SIGPLAN Notices 29(9): 22-28 (1994)
Coauthor Index
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last updated on 2013-10-02 11:18 CEST by the dblp team