Christophe G. Giraud-Carrier

112 papers A* 5A 1B 5C 6Misc 3Journal 45Unranked 35
YearRankTypeTitle / Venue / Authors
2024 J jnl
GT-CHES: Graph transformation for classification in human evolutionary systems.
Intell. Data Anal.
Joseph Johnson, Christophe G. Giraud-Carrier
2024 J jnl
Improved learning in human evolutionary systems with dynamic contrastive learning.
Intell. Data Anal.
Joseph Johnson, Christophe G. Giraud-Carrier, Bradley Hatch
2022 J jnl
Metalearning using structure-rich pipeline representations for improved AutoML.
Int. J. Data Anal. Tech. Strateg.
Christophe G. Giraud-Carrier, Kevin D. Seppi, Brandon Schoenfeld
2022 J jnl
Metalearning using structure-rich pipeline representations for improved AutoML.
Int. J. Data Anal. Tech. Strateg.
Brandon Schoenfeld, Kevin D. Seppi, Christophe G. Giraud-Carrier
2021 J jnl
Event-Participant and Incremental Planning over Event-Based Social Networks.
IEEE Trans. Knowl. Data Eng.
Yurong Cheng, Ye Yuan, Lei Chen, Christophe G. Giraud-Carrier, Guoren Wang, Boyang Li
2020 J jnl
A top-k spatial join querying processing algorithm based on spark.
Inf. Syst.
Baiyou Qiao, Bing Hu, Junhai Zhu, Gang Wu, Christophe G. Giraud-Carrier, Guoren Wang
2019 J jnl
Diversity, accuracy and efficiency in ensemble learning: An unexpected result.
Intell. Data Anal.
Joseph Johnson, Christophe G. Giraud-Carrier
2018 J jnl
Metalearning and Algorithm Selection: progress, state of the art and introduction to the 2018 Special Issue.
Mach. Learn.
Pavel Brazdil, Christophe G. Giraud-Carrier
2018 J jnl
Preprocessor Selection for Machine Learning Pipelines.
CoRR
Brandon Schoenfeld, Christophe G. Giraud-Carrier, Mason Poggemann, Jarom Christensen, Kevin D. Seppi
2018 J jnl
The Case for Computational Health Science.
J. Heal. Informatics Res.
Michael Barnes, Carl L. Hanson, Christophe G. Giraud-Carrier
2017 A* conf
Complex Event-Participant Planning and Its Incremental Variant.
ICDE
Yurong Cheng, Ye Yuan, Lei Chen, Christophe G. Giraud-Carrier, Guoren Wang
2017 — conf
Detecting Cognitive Distortions Through Machine Learning Text Analytics.
ICHI
Taetem Simms, Clayton Ramstedt, Megan Rich, Michael Richards, Tony R. Martinez, Christophe G. Giraud-Carrier
2017 — ch.
Inductive Transfer.
Encyclopedia of Machine Learning and Data Mining
Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil, Carlos Soares
2017 A* conf
Informing the Use of Hyperparameter Optimization Through Metalearning.
ICDM
Samantha Sanders, Christophe G. Giraud-Carrier
2017 — ch.
Metalearning.
Encyclopedia of Machine Learning and Data Mining
Pavel Brazdil, Ricardo Vilalta, Christophe G. Giraud-Carrier, Carlos Soares
2017 — conf
The Impact of Online Social Capital on Twitter Users At-Risk for Suicide.
ICHI
Carl L. Hanson, Katie Meek, Emma Hunt, Megan Searles, Michael Barnes, Christophe G. Giraud-Carrier
2016 A conf
Analyzing the Political Sentiment of Tweets in Farsi.
ICWSM
Elham Vaziripour, Christophe G. Giraud-Carrier, Daniel Zappala
2016 J jnl
DistR: A Distributed Method for the Reachability Query over Large Uncertain Graphs.
IEEE Trans. Parallel Distributed Syst.
Yurong Cheng, Ye Yuan, Lei Chen, Guoren Wang, Christophe G. Giraud-Carrier, Yongjiao Sun
2016 — conf
Hand-to-Mouth Motion Tracking in Free-Living Conditions for Improved Weight Control.
ICHI
Chris Fortuna, Christophe G. Giraud-Carrier, Joshua H. West
2016 — conf
Prevalence and Attitudes about Illicit and Prescription Drugs on Twitter.
ICHI
Iris Seaman, Christophe G. Giraud-Carrier
2015 J jnl
Effective record linkage for mining campaign contribution data.
Knowl. Inf. Syst.
Christophe G. Giraud-Carrier, J. Goodliffe, B. M. Jones, S. Cueva
2015 J jnl
Efficient mining of high-speed uncertain data streams.
Appl. Intell.
Donghong Han, Christophe G. Giraud-Carrier, Shuoru Li
2015 — conf
Introduction to the workshop on computational health science.
BCB
Sherry Emery, Christophe G. Giraud-Carrier
2015 — ed.
Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015.
MetaSel@PKDD/ECML
Joaquin Vanschoren, Pavel Brazdil, Christophe G. Giraud-Carrier, Lars Kotthoff
2015 — conf
The Potential Benefits of Data Set Filtering and Learning Algorithm Hyperparameter Optimization.
MetaSel@PKDD/ECML
Michael R. Smith, Tony R. Martinez, Christophe G. Giraud-Carrier
2014 J jnl
A confidence-prioritisation approach for learning noisy data.
Int. J. Data Anal. Tech. Strateg.
Nathaniel Gustafson, Christophe G. Giraud-Carrier
2014 — conf
A structured approach to ensemble learning for Alzheimer's disease prediction.
BCB
Matthew Seeley, Mark J. Clement, Christophe G. Giraud-Carrier, Quinn Snell, Paul M. Bodily, Stanley Fujimoto
2014 — conf
An Easy to Use Repository for Comparing and Improving Machine Learning Algorithm Usage.
MetaSel@ECAI
Michael R. Smith, Andrew White, Christophe G. Giraud-Carrier, Tony R. Martinez
2014 J jnl
An Easy to Use Repository for Comparing and Improving Machine Learning Algorithm Usage.
CoRR
Michael R. Smith, Andrew White, Christophe G. Giraud-Carrier, Tony R. Martinez
2014 J jnl
An instance level analysis of data complexity.
Mach. Learn.
Michael R. Smith, Tony R. Martinez, Christophe G. Giraud-Carrier
2014 J jnl
Behavior-based clustering and analysis of interestingness measures for association rule mining.
Data Min. Knowl. Discov.
Caroline V. Tew, Christophe G. Giraud-Carrier, Kesler W. Tanner, Scott H. Burton
2014 J jnl
Discovering Social Circles in Directed Graphs.
ACM Trans. Knowl. Discov. Data
Scott H. Burton, Christophe G. Giraud-Carrier
2014 J jnl
Mining useful association rules from questionnaire data.
Intell. Data Anal.
Scott H. Burton, Richard G. Morris, Christophe G. Giraud-Carrier, Joshua H. West, Rosemary Thackeray
2014 J jnl
On the dangers of default implementations: The case of radial basis function networks.
Intell. Data Anal.
Jun Won Lee, Christophe G. Giraud-Carrier
2014 — conf
Recommending Learning Algorithms and Their Associated Hyperparameters.
MetaSel@ECAI
Michael R. Smith, Logan Mitchell, Christophe G. Giraud-Carrier, Tony R. Martinez
2014 J jnl
Recommending Learning Algorithms and Their Associated Hyperparameters.
CoRR
Michael R. Smith, Logan Mitchell, Christophe G. Giraud-Carrier, Tony R. Martinez
2014 J jnl
The Potential Benefits of Filtering Versus Hyper-Parameter Optimization.
CoRR
Michael R. Smith, Tony R. Martinez, Christophe G. Giraud-Carrier
2014 — conf
Using Metalearning to Predict When Parameter Optimization Is Likely to Improve Classification Accuracy.
MetaSel@ECAI
Parker Ridd, Christophe G. Giraud-Carrier
2013 J jnl
Automatic selection of classification learning algorithms for data mining practitioners.
Intell. Data Anal.
Jun Won Lee, Christophe G. Giraud-Carrier
2013 J jnl
Results on mining NHANES data: A case study in evidence-based medicine.
Comput. Biol. Medicine
Jun Won Lee, Christophe G. Giraud-Carrier
2012 — conf
A Framework for the Design and Synthesis of Coordinated Social Systems.
SocInfo
Wynn C. Stirling, Christophe G. Giraud-Carrier, Teppo Felin
2012 J jnl
Leveraging social networks for anytime-anyplace health information.
Netw. Model. Anal. Health Informatics Bioinform.
Scott H. Burton, Kesler W. Tanner, Christophe G. Giraud-Carrier
2012 — conf
Public health community mining in YouTube.
IHI
Scott H. Burton, Richard G. Morris, Michael Dimond, Joshua Hansen, Christophe G. Giraud-Carrier, Joshua H. West, Carl L. Hanson, Michael Barnes
2011 J jnl
A metric for unsupervised metalearning.
Intell. Data Anal.
Jun Won Lee, Christophe G. Giraud-Carrier
2011 — conf
Identifying Health-Related Topics on Twitter - An Exploration of Tobacco-Related Tweets as a Test Topic.
SBP
Kyle W. Prier, Matthew S. Smith, Christophe G. Giraud-Carrier, Carl L. Hanson
2011 B conf
Social Capital and Language Acquisition during Study Abroad.
CogSci
Matthew S. Smith, Christophe G. Giraud-Carrier, Dan Dewey, Spencer Ring, Derek Gore
2010 J jnl
A topological embedding of the lexicon for semantic distance computation.
Nat. Lang. Eng.
Nathan Davis, Christophe G. Giraud-Carrier, Del Jensen
2010 J jnl
Applications of data mining in software engineering.
Int. J. Data Anal. Tech. Strateg.
Quinn C. Taylor, Christophe G. Giraud-Carrier, Charles D. Knutson
2010 — conf
Bonding vs. Bridging Social Capital: A Case Study in Twitter.
SocialCom/PASSAT
Matthew S. Smith, Christophe G. Giraud-Carrier
2010 — ch.
Inductive Transfer.
Encyclopedia of Machine Learning
Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil, Carlos Soares
2010 — ch.
Meta-Learning - Concepts and Techniques.
Data Mining and Knowledge Discovery Handbook
Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil
2010 — ch.
Metalearning.
Encyclopedia of Machine Learning
Pavel Brazdil, Ricardo Vilalta, Christophe G. Giraud-Carrier, Carlos Soares
2010 J jnl
On the importance of sharing negative results.
SIGKDD Explor.
Christophe G. Giraud-Carrier, Margaret H. Dunham
2009 J jnl
Bariatric surgery performance: A predictive informatics case study.
Intell. Data Anal.
Christophe G. Giraud-Carrier, Burdette Pixton, Roberto A. Rocha
2009 — ch.
Data Mining Tool Selection.
Encyclopedia of Data Warehousing and Mining
Christophe G. Giraud-Carrier
2009 — conf
Fused Multi-modal Deduplication.
DMIN
Sabra Dinerstein, Christophe G. Giraud-Carrier, Jared Dinerstein, Parris K. Egbert
2009 J jnl
Implicit affinity networks and social capital.
Inf. Technol. Manag.
Matthew S. Smith, Christophe G. Giraud-Carrier, Nathan Purser
2009 — ch.
Meta-Learning.
Encyclopedia of Data Warehousing and Mining
Christophe G. Giraud-Carrier, Pavel Brazdil, Carlos Soares, Ricardo Vilalta
2009 — book
Metalearning - Applications to Data Mining.
Pavel Brazdil, Christophe G. Giraud-Carrier, Carlos Soares, Ricardo Vilalta
2009 Misc conf
Ranking Search Results for Translated Content.
IRI
Brian Hawkins, Christophe G. Giraud-Carrier
2009 — ch.
Stages of Knowledge Discovery in E-Commerce Sites.
Encyclopedia of Data Warehousing and Mining
Christophe G. Giraud-Carrier
2008 J jnl
A method for computing lexical semantic distance using linear functionals.
J. Web Semant.
Del Jensen, Christophe G. Giraud-Carrier, Nathan Davis
2008 C conf
Decision Tree Ensemble: Small Heterogeneous Is Better Than Large Homogeneous.
ICMLA
Michael Gashler, Christophe G. Giraud-Carrier, Tony R. Martinez
2008 C conf
New Insights into Learning Algorithms and Datasets.
ICMLA
Jun Won Lee, Christophe G. Giraud-Carrier
2008 C conf
Predicting Algorithm Accuracy with a Small Set of Effective Meta-Features.
ICMLA
Jun Won Lee, Christophe G. Giraud-Carrier
2008 — conf
Social Capital in the Blogosphere: A Case Study.
AAAI Spring Symposium: Social Information Processing
Matthew S. Smith, Nathan Purser, Christophe G. Giraud-Carrier
2007 J jnl
Learning by Discrimination: A Constructive Incremental Approach.
J. Comput.
Christophe G. Giraud-Carrier, Tony R. Martinez
2007 Misc conf
Metric-Based Data Mining Model for Genealogical Record Linkage.
IRI
Stephen Ivie, Burdette Pixton, Christophe G. Giraud-Carrier
2007 — ch.
Personalizing E-Commerce with Data Mining.
E-Service Intelligence
Matthew S. Smith, Brent Wenerstrom, Christophe G. Giraud-Carrier, Steve Lawyer, Wendy Liu
2007 B conf
Transfer Learning in Decision Trees.
IJCNN
Jun Won Lee, Christophe G. Giraud-Carrier
2006 B conf
Cooperation-based Clustering for Profit-maximizing Organizational Design.
IJCNN
Nghia Tran, Christophe G. Giraud-Carrier, Kevin D. Seppi, Sean Warnick
2006 C conf
Learning the Threshold in Hierarchical Agglomerative Clustering.
ICMLA
Kristine Daniels, Christophe G. Giraud-Carrier
2006 A* conf
Temporal Data Mining in Dynamic Feature Spaces.
ICDM
Brent Wenerstrom, Christophe G. Giraud-Carrier
2005 J jnl
Incremental Development of Adaptive Behaviors using Trees of Self-Contained Solutions.
Adapt. Behav.
Torbjørn S. Dahl, Christophe G. Giraud-Carrier
2005 J jnl
Learning Concept Descriptions with Typed Evolutionary Programming.
IEEE Trans. Knowl. Data Eng.
Claire J. Thie, Christophe G. Giraud-Carrier
2005 — ch.
Meta-Learning.
The Data Mining and Knowledge Discovery Handbook
Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil
2005 C conf
Studies in the dynamics of economic systems.
CCA
Nghia Tran, Whitney Weyerman, Christophe G. Giraud-Carrier, Kevin D. Seppi, Sean Warnick, Rhett Johnson
2005 C conf
The data mining advisor: meta-learning at the service of practitioners.
ICMLA
Christophe G. Giraud-Carrier
2004 — conf
An Extranet Waste Inventory Application.
EnviroInfo (2)
Christophe G. Giraud-Carrier, Pascal Miclo, Hughes Daudin, Jacques Du Pasquie
2004 — conf
Inducing Classification Rules from Highly-Structured Data with Composition.
MICAI
René MacKinney-Romero, Christophe G. Giraud-Carrier
2004 J jnl
Introduction to the Special Issue on Meta-Learning.
Mach. Learn.
Christophe G. Giraud-Carrier, Ricardo Vilalta, Pavel Brazdil
2004 Misc conf
SwissAnalyst - Data Mining without the Entry Ticket.
AIAI
Olivier Povel, Christophe G. Giraud-Carrier
2004 J jnl
Using Meta-Learning to Support Data Mining.
Int. J. Comput. Sci. Appl.
Ricardo Vilalta, Christophe G. Giraud-Carrier, Pavel Brazdil, Carlos Soares
2003 J jnl
Characterising Data Mining software.
Intell. Data Anal.
Christophe G. Giraud-Carrier, Olivier Povel
2002 — conf
Unifying Learning with Evolution Through Baldwinian Evolution and Lamarckism.
Advances in Computational Intelligence and Learning
Christophe G. Giraud-Carrier
2001 — conf
A Familiarity Discrimination Algorithm Inspired by Computations of the Perirhinal Cortex.
Emergent Neural Computational Architectures Based on Neuroscience
Rafal Bogacz, Malcolm W. Brown, Christophe G. Giraud-Carrier
2001 B conf
Detection of Infectious Outbreaks in Hospitals through Incremental Clustering.
AIME
Timothy Langford, Christophe G. Giraud-Carrier, John Magee
2001 — conf
Evolution, Adaption, and Behavioural Holism in Artificial Intelligence.
ECAL
T. S. Dahl, Christophe G. Giraud-Carrier
2001 J jnl
Model of Familiarity Discrimination in the Perirhinal Cortex.
J. Comput. Neurosci.
Rafal Bogacz, Malcolm W. Brown, Christophe G. Giraud-Carrier
2001 J jnl
Model of co-operation between recency, familiarity and novelty neurons in the perirhinal cortex.
Neurocomputing
Rafal Bogacz, Malcolm W. Brown, Christophe G. Giraud-Carrier
2000 — conf
A Higher-order Approach to Meta-learning .
ILP Work-in-progress reports
Hilan Bensusan, Christophe G. Giraud-Carrier, Claire Julia Kennedy
2000 J jnl
A Note on the Utility of Incremental Learning.
AI Commun.
Christophe G. Giraud-Carrier
2000 A* conf
Classification of Individuals with Complex Structure.
ICML
Antony Francis Bowers, Christophe G. Giraud-Carrier, John W. Lloyd
2000 — conf
Discovering Task Neighbourhoods Through Landmark Learning Performances.
PKDD
Hilan Bensusan, Christophe G. Giraud-Carrier
2000 — conf
Emergence of Movement Sensitive Neurons' Properties by Learning a Sparse Code for Natural Moving Images.
NIPS
Rafal Bogacz, Malcolm W. Brown, Christophe G. Giraud-Carrier
2000 — conf
Frequency-Based Error Back-Propagation in a Cortical Network.
IJCNN (2)
Rafal Bogacz, Malcolm W. Brown, Christophe G. Giraud-Carrier
2000 A* conf
Meta-Learning by Landmarking Various Learning Algorithms.
ICML
Bernhard Pfahringer, Hilan Bensusan, Christophe G. Giraud-Carrier
1999 — conf
An Evolutionary Approach to Concept Learning with Structured Data.
ICANNGA
Claire Julia Kennedy, Christophe G. Giraud-Carrier
1999 — conf
Evolutionary Programming of Near-Optimal Neural Networks.
ICANNGA
D. Lock, Christophe G. Giraud-Carrier
1999 — conf
Learning from Highly Structured Data by Decomposition.
PKDD
René MacKinney-Romero, Christophe G. Giraud-Carrier
1999 — conf
Predicting Chemical Carcinogenesis Using Structural Information Only.
PKDD
Claire Julia Kennedy, Christophe G. Giraud-Carrier, Douglas W. Bristol
1998 — conf
A Novel Modular Neural Architecture for Rule-Based and Similarity-Based Reasoning.
Hybrid Neural Systems
Rafal Bogacz, Christophe G. Giraud-Carrier
1998 — conf
BRAINN: A Connectionist Approach to Symbolic Reasoning.
NC
Rafal Bogacz, Christophe G. Giraud-Carrier
1998 B conf
Strongly Typed Inductive Concept Learning.
ILP
Peter A. Flach, Christophe G. Giraud-Carrier, John W. Lloyd
1997 — conf
GA-RBF: A Self-Optimising RBF Network.
ICANNGA
B. Burdsall, Christophe G. Giraud-Carrier
1995 — conf
AA1*: A Dynamic Incremental Network that Learns by Discrimination.
ICANNGA
Christophe G. Giraud-Carrier, Tony R. Martinez
1995 J jnl
An Integrated Framework for Learning and Reasoning
CoRR
Christophe G. Giraud-Carrier, Tony R. Martinez
1995 J jnl
An Integrated Framework for Learning and Reasoning.
J. Artif. Intell. Res.
Christophe G. Giraud-Carrier, Tony R. Martinez
1995 J jnl
Analysis of the Convergence and Generalization of AA1.
J. Parallel Distributed Comput.
Christophe G. Giraud-Carrier, Tony R. Martinez
1995 — conf
Sensor selection: a geometrical approach.
IROS (2)
Christophe G. Giraud-Carrier, Bruno Jouvencel
1994 J jnl
A Reconfigurable Data Flow Machine for Implementing Functional Programming Languages.
ACM SIGPLAN Notices
Christophe G. Giraud-Carrier
1993 — conf
Using precepts to augment training set learning.
ANNES
Christophe G. Giraud-Carrier, Tony R. Martinez