| 2017 | ICDE | Complex Event-Participant Planning and Its Incremental Variant. | Yurong Cheng, Ye Yuan, Lei Chen, Christophe G. Giraud-Carrier, Guoren Wang |
| 2017 | ICDM | Informing the Use of Hyperparameter Optimization Through Metalearning. | Samantha Sanders, Christophe G. Giraud-Carrier |
| 2016 | ICWSM | Analyzing the Political Sentiment of Tweets in Farsi. | Elham Vaziripour, Christophe G. Giraud-Carrier, Daniel Zappala |
| 2014 | ECAI | Using Metalearning to Predict When Parameter Optimization Is Likely to Improve Classification Accuracy. | Parker Ridd, Christophe G. Giraud-Carrier |
| 2014 | ECAI | Recommending Learning Algorithms and Their Associated Hyperparameters. | Michael R. Smith, Logan Mitchell, Christophe G. Giraud-Carrier, Tony R. Martinez |
| 2014 | ECAI | An Easy to Use Repository for Comparing and Improving Machine Learning Algorithm Usage. | Michael R. Smith, Andrew White, Christophe G. Giraud-Carrier, Tony R. Martinez |
| 2011 | CogSci | Social Capital and Language Acquisition during Study Abroad. | Matthew S. Smith, Christophe G. Giraud-Carrier, Dan Dewey, Spencer Ring, Derek Gore |
| 2009 | IRI | Ranking Search Results for Translated Content. | Brian Hawkins, Christophe G. Giraud-Carrier |
| 2008 | ICMLA | Decision Tree Ensemble: Small Heterogeneous Is Better Than Large Homogeneous. | Michael Gashler, Christophe G. Giraud-Carrier, Tony R. Martinez |
| 2008 | ICMLA | New Insights into Learning Algorithms and Datasets. | Jun Won Lee, Christophe G. Giraud-Carrier |
| 2008 | ICMLA | Predicting Algorithm Accuracy with a Small Set of Effective Meta-Features. | Jun Won Lee, Christophe G. Giraud-Carrier |
| 2007 | IJCNN | Transfer Learning in Decision Trees. | Jun Won Lee, Christophe G. Giraud-Carrier |
| 2007 | IRI | Metric-Based Data Mining Model for Genealogical Record Linkage. | Stephen Ivie, Burdette Pixton, Christophe G. Giraud-Carrier |
| 2006 | ICDM | Temporal Data Mining in Dynamic Feature Spaces. | Brent Wenerstrom, Christophe G. Giraud-Carrier |
| 2006 | ICMLA | Learning the Threshold in Hierarchical Agglomerative Clustering. | Kristine Daniels, Christophe G. Giraud-Carrier |
| 2006 | IJCNN | Cooperation-based Clustering for Profit-maximizing Organizational Design. | Nghia Tran, Christophe G. Giraud-Carrier, Kevin D. Seppi, Sean Warnick |
| 2005 | ICMLA | The data mining advisor: meta-learning at the service of practitioners. | Christophe G. Giraud-Carrier |
| 2001 | AIME | Detection of Infectious Outbreaks in Hospitals through Incremental Clustering. | Timothy Langford, Christophe G. Giraud-Carrier, John Magee |
| 2000 | ICML | Classification of Individuals with Complex Structure. | Antony Francis Bowers, Christophe G. Giraud-Carrier, John W. Lloyd |
| 2000 | ICML | Meta-Learning by Landmarking Various Learning Algorithms. | Bernhard Pfahringer, Hilan Bensusan, Christophe G. Giraud-Carrier |
| 2000 | IJCNN | Frequency-Based Error Back-Propagation in a Cortical Network. | Rafal Bogacz, Malcolm W. Brown, Christophe G. Giraud-Carrier |
| 2000 | ILP | A Higher-order Approach to Meta-learning . | Hilan Bensusan, Christophe G. Giraud-Carrier, Claire Julia Kennedy |
| 1998 | ILP | Strongly Typed Inductive Concept Learning. | Peter A. Flach, Christophe G. Giraud-Carrier, John W. Lloyd |
| 1995 | IROS | Sensor selection: a geometrical approach. | Christophe G. Giraud-Carrier, Bruno Jouvencel |