Probabilistic Exploration in Planning while Learning. - Grigoris I. Karakoulas (UAI, 1995)

Optimizing Classifers for Imbalanced Training Sets. - Grigoris I. Karakoulas; John Shawe-Taylor (NIPS, 1998)

Applying SIGMA to the TREC-7 Filtering Track. - Grigoris I. Karakoulas; Innes A. Ferguson (TREC, 1998)

Boosting the Margin Distribution. - Huma Lodhi; Grigoris I. Karakoulas; John Shawe-Taylor (IDEAL, 2000)

Machine Learning for Intelligent Information Access. - Grigoris I. Karakoulas; Giovanni Semeraro (Machine Learning and Its Applications, 2001)

Boosting strategy for classification. - Huma Lodhi; Grigoris I. Karakoulas; John Shawe-Taylor (Intell. Data Anal., 2002)

Semi-Supervised Mixture-of-Experts Classification. - Grigoris I. Karakoulas; Ruslan Salakhutdinov (ICDM, 2004)

Learning From Labeled And Unlabeled Data: An Empirical Study Across Techniques And Domains. - Nitesh V. Chawla; Grigoris I. Karakoulas (J. Artif. Intell. Res., 2005)

Information Gain, Correlation and Support Vector Machines. - Danny Roobaert; Grigoris I. Karakoulas; Nitesh V. Chawla (Feature Extraction, 2006)