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| 2012 | ||
|---|---|---|
| 58 | 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 | |
| 2011 | ||
| 57 | 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 | |
| 56 | Jun Won Lee, Christophe G. Giraud-Carrier: A metric for unsupervised metalearning. Intell. Data Anal. 15(6): 827-841 (2011) | |
| 2010 | ||
| 55 | Matthew S. Smith, Christophe G. Giraud-Carrier: Bonding vs. Bridging Social Capital: A Case Study in Twitter. SocialCom/PASSAT 2010: 385-392 | |
| 54 | Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil: Meta-Learning - Concepts and Techniques. Data Mining and Knowledge Discovery Handbook 2010: 717-731 | |
| 53 | Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil, Carlos Soares: Inductive Transfer. Encyclopedia of Machine Learning 2010: 545-548 | |
| 52 | Pavel Brazdil, Ricardo Vilalta, Christophe G. Giraud-Carrier, Carlos Soares: Metalearning. Encyclopedia of Machine Learning 2010: 662-666 | |
| 51 | 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) | |
| 50 | Christophe G. Giraud-Carrier, Margaret H. Dunham: On the importance of sharing negative results. SIGKDD Explorations 12(2): 3-4 (2010) | |
| 2009 | ||
| 49 | Pavel Brazdil, Christophe G. Giraud-Carrier, Carlos Soares, Ricardo Vilalta: Metalearning - Applications to Data Mining. Springer 2009: I-X, 1-176 | |
| 48 | Sabra Dinerstein, Christophe G. Giraud-Carrier, Jared Dinerstein, Parris K. Egbert: Fused Multi-modal Deduplication. DMIN 2009: 253-259 | |
| 47 | B. Hawkins, Christophe G. Giraud-Carrier: Ranking Search Results for Translated Content. IRI 2009: 242-245 | |
| 46 | Christophe G. Giraud-Carrier, Pavel Brazdil, Carlos Soares, Ricardo Vilalta: Meta-Learning. Encyclopedia of Data Warehousing and Mining 2009: 1207-1215 | |
| 45 | Christophe G. Giraud-Carrier: Stages of Knowledge Discovery in E-Commerce Sites. Encyclopedia of Data Warehousing and Mining 2009: 1830-1834 | |
| 44 | Christophe G. Giraud-Carrier: Data Mining Tool Selection. Encyclopedia of Data Warehousing and Mining 2009: 511-518 | |
| 43 | 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) | |
| 2008 | ||
| 42 | 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 | |
| 41 | Jun Won Lee, Christophe G. Giraud-Carrier: New Insights into Learning Algorithms and Datasets. ICMLA 2008: 135-140 | |
| 40 | Jun Won Lee, Christophe G. Giraud-Carrier: Predicting Algorithm Accuracy with a Small Set of Effective Meta-Features. ICMLA 2008: 808-812 | |
| 39 | Michael Gashler, Christophe G. Giraud-Carrier, Tony R. Martinez: Decision Tree Ensemble: Small Heterogeneous Is Better Than Large Homogeneous. ICMLA 2008: 900-905 | |
| 38 | 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) | |
| 2007 | ||
| 37 | Jun Won Lee, Christophe G. Giraud-Carrier: Transfer Learning in Decision Trees. IJCNN 2007: 726-731 | |
| 36 | Stephen Ivie, Burdette Pixton, Christophe G. Giraud-Carrier: Metric-Based Data Mining Model for Genealogical Record Linkage. IRI 2007: 538-543 | |
| 35 | 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 | |
| 34 | Christophe G. Giraud-Carrier, Tony R. Martinez: Learning by Discrimination: A Constructive Incremental Approach. JCP 2(7): 49-58 (2007) | |
| 2006 | ||
| 33 | Brent Wenerstrom, Christophe G. Giraud-Carrier: Temporal Data Mining in Dynamic Feature Spaces. ICDM 2006: 1141-1145 | |
| 32 | Kristine Daniels, Christophe G. Giraud-Carrier: Learning the Threshold in Hierarchical Agglomerative Clustering. ICMLA 2006: 270-278 | |
| 31 | Nghia Tran, Christophe G. Giraud-Carrier, Kevin D. Seppi, Sean Warnick: Cooperation-based Clustering for Profit-maximizing Organizational Design. IJCNN 2006: 1813-1817 | |
| 2005 | ||
| 30 | Christophe G. Giraud-Carrier: The data mining advisor: meta-learning at the service of practitioners. ICMLA 2005 | |
| 29 | Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil: Meta-Learning. The Data Mining and Knowledge Discovery Handbook 2005: 731-748 | |
| 28 | Claire J. Thie, Christophe G. Giraud-Carrier: Learning Concept Descriptions with Typed Evolutionary Programming. IEEE Trans. Knowl. Data Eng. 17(12): 1664-1677 (2005) | |
| 2004 | ||
| 27 | Olivier Povel, Christophe G. Giraud-Carrier: SwissAnalyst. AIAI 2004: 393-406 | |
| 26 | René MacKinney-Romero, Christophe G. Giraud-Carrier: Inducing Classification Rules from Highly-Structured Data with Composition. MICAI 2004: 262-271 | |
| 25 | Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil, Carlos Soares: Using Meta-Learning to Support Data Mining. IJCSA 1(1): 31-45 (2004) | |
| 24 | Christophe G. Giraud-Carrier, Ricardo Vilalta, Pavel Brazdil: Introduction to the Special Issue on Meta-Learning. Machine Learning 54(3): 187-193 (2004) | |
| 2003 | ||
| 23 | Christophe G. Giraud-Carrier, Olivier Povel: Characterising Data Mining software. Intell. Data Anal. 7(3): 181-192 (2003) | |
| 2002 | ||
| 22 | Christophe G. Giraud-Carrier: Unifying Learning with Evolution Through Baldwinian Evolution and Lamarckism. Advances in Computational Intelligence and Learning 2002: 159-168 | |
| 2001 | ||
| 21 | Timothy Langford, Christophe G. Giraud-Carrier, John Magee: Detection of Infectious Outbreaks in Hospitals through Incremental Clustering. AIME 2001: 30-39 | |
| 20 | T. S. Dahl, Christophe G. Giraud-Carrier: Evolution, Adaption, and Behavioural Holism in Artificial Intelligence. ECAL 2001: 499-508 | |
| 19 | 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 | |
| 18 | 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) | |
| 17 | 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) | |
| 2000 | ||
| 16 | Bernhard Pfahringer, Hilan Bensusan, Christophe G. Giraud-Carrier: Meta-Learning by Landmarking Various Learning Algorithms. ICML 2000: 743-750 | |
| 15 | Antony F. Bowers, Christophe G. Giraud-Carrier, John W. Lloyd: Classification of Individuals with Complex Structure. ICML 2000: 81-88 | |
| 14 | Rafal Bogacz, Malcolm W. Brown, Christophe G. Giraud-Carrier: Frequency-Based Error Back-Propagation in a Cortical Network. IJCNN (2) 2000: 211-216 | |
| 13 | Hilan Bensusan, Christophe G. Giraud-Carrier, Claire J. Kennedy: A Higher-order Approach to Meta-learning . ILP Work-in-progress reports 2000 | |
| 12 | 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 | |
| 11 | Hilan Bensusan, Christophe G. Giraud-Carrier: Discovering Task Neighbourhoods Through Landmark Learning Performances. PKDD 2000: 325-330 | |
| 10 | Christophe G. Giraud-Carrier: A Note on the Utility of Incremental Learning. AI Commun. 13(4): 215-224 (2000) | |
| 1999 | ||
| 9 | Claire J. Kennedy, Christophe G. Giraud-Carrier, Douglas W. Bristol: Predicting Chemical Carcinogenesis Using Structural Information Only. PKDD 1999: 360-365 | |
| 8 | René MacKinney-Romero, Christophe G. Giraud-Carrier: Learning from Highly Structured Data by Decomposition. PKDD 1999: 436-441 | |
| 1998 | ||
| 7 | Rafal Bogacz, Christophe G. Giraud-Carrier: A Novel Modular Neural Architecture for Rule-Based and Similarity-Based Reasoning. Hybrid Neural Systems 1998: 63-77 | |
| 6 | Peter A. Flach, Christophe G. Giraud-Carrier, John W. Lloyd: Strongly Typed Inductive Concept Learning. ILP 1998: 185-194 | |
| 5 | Rafal Bogacz, Christophe G. Giraud-Carrier: BRAINN: A Connectionist Approach to Symbolic Reasoning. NC 1998: 907-913 | |
| 1995 | ||
| 4 | Christophe G. Giraud-Carrier, Tony R. Martinez: An Integrated Framework for Learning and Reasoning CoRR abs/cs/9508102: (1995) | |
| 3 | Christophe G. Giraud-Carrier, Tony R. Martinez: An Integrated Framework for Learning and Reasoning. J. Artif. Intell. Res. (JAIR) 3: 147-185 (1995) | |
| 2 | Christophe G. Giraud-Carrier, Tony R. Martinez: Analysis of the Convergence and Generalization of AA1. J. Parallel Distrib. Comput. 26(1): 125-131 (1995) | |
| 1994 | ||
| 1 | Christophe G. Giraud-Carrier: A Reconfigurable Data Flow Machine for Implementing Functional Programming Languages. SIGPLAN Notices 29(9): 22-28 (1994) | |
Colors in the list of coauthors
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