Incremental learning from unbalanced data. - Michael Muhlbaier; Apostolos Topalis; Robi Polikar (IJCNN, 2004)

Learn++.MT: A New Approach to Incremental Learning. - Michael Muhlbaier; Apostolos Topalis; Robi Polikar (Multiple Classifier Systems, 2004)

Ensemble Confidence Estimates Posterior Probability. - Michael Muhlbaier; Apostolos Topalis; Robi Polikar (Multiple Classifier Systems, 2005)

An Ensemble Approach for Incremental Learning in Nonstationary Environments. - Michael Muhlbaier; Robi Polikar (MCS, 2007)

Incremental learning in non-stationary environments with concept drift using a multiple classifier based approach. - Matthew T. Karnick; Michael Muhlbaier; Robi Polikar (ICPR, 2008)

Learning concept drift in nonstationary environments using an ensemble of classifiers based approach. - Matthew T. Karnick; Metin Ahiskali; Michael Muhlbaier; Robi Polikar (IJCNN, 2008)

Learn++.NC: Combining Ensemble of Classifiers With Dynamically Weighted Consult-and-Vote for Efficient Incremental Learning of New Classes. - Michael D. Muhlbaier; Apostolos Topalis; Robi Polikar (IEEE Trans. Neural Networks, 2009)

Incremental Learning of New Classes in Unbalanced Datasets: Learn + + .UDNC. - Gregory Ditzler; Michael D. Muhlbaier; Robi Polikar (MCS, 2010)