Grigoris I. Karakoulas

According to our database, Grigoris I. Karakoulas authored at least 9 papers between 1995 and 2006.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2006

Information Gain, Correlation and Support Vector Machines.

Danny Roobaert, Grigoris I. Karakoulas, Nitesh V. Chawla

Proceedings of the Feature Extraction - Foundations and Applications, 2006

2005

Learning From Labeled And Unlabeled Data: An Empirical Study Across Techniques And Domains.

Nitesh V. Chawla, Grigoris I. Karakoulas

J. Artif. Intell. Res., 2005

2004

Semi-Supervised Mixture-of-Experts Classification.

Grigoris I. Karakoulas, Ruslan Salakhutdinov

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

2002

Boosting strategy for classification.

Huma Lodhi, Grigoris I. Karakoulas, John Shawe-Taylor

Intell. Data Anal., 2002

2001

Machine Learning for Intelligent Information Access.

Grigoris I. Karakoulas, Giovanni Semeraro

Proceedings of the Machine Learning and Its Applications, Advanced Lectures, 2001

2000

Boosting the Margin Distribution.

Huma Lodhi, Grigoris I. Karakoulas, John Shawe-Taylor

Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

1998

Applying SIGMA to the TREC-7 Filtering Track.

Grigoris I. Karakoulas, Innes A. Ferguson

Proceedings of The Seventh Text REtrieval Conference, 1998

Optimizing Classifers for Imbalanced Training Sets.

Grigoris I. Karakoulas, John Shawe-Taylor

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

1995

Probabilistic Exploration in Planning while Learning.

Grigoris I. Karakoulas

Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995