Apostolos Topalis

According to our database, Apostolos Topalis authored at least 5 papers between 2004 and 2009.

Collaborative distances:

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

2009

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

2008

An ensemble based data fusion approach for early diagnosis of Alzheimer's disease.

Robi Polikar, Apostolos Topalis, Devi Parikh, Deborah Green, Jennifer Frymiare, John Kounios, Christopher M. Clark

Inf. Fusion, 2008

2007

Comparative multiresolution wavelet analysis of ERP spectral bands using an ensemble of classifiers approach for early diagnosis of Alzheimer's disease.

Robi Polikar, Apostolos Topalis, Deborah Green, John Kounios, Christopher M. Clark

Comput. Biol. Medicine, 2007

2005

Ensemble Confidence Estimates Posterior Probability.

Michael Muhlbaier, Apostolos Topalis, Robi Polikar

Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

2004

Learn++.MT: A New Approach to Incremental Learning.

Michael Muhlbaier, Apostolos Topalis, Robi Polikar

Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004