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Apostolos Topalis

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2000 – 2009

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2009
[j3]
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Michael D. Muhlbaier, Apostolos Topalis, Robi Polikar:
Learn⁺⁺.NC: Combining Ensemble of Classifiers With Dynamically Weighted Consult-and-Vote for Efficient Incremental Learning of New Classes. IEEE Trans. Neural Networks 20(1): 152-168 (2009)
2008
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Robi Polikar, Apostolos Topalis, Devi Parikh, Deborah Green, Jennifer Frymiare, John Kounios, Christopher M. Clark:
An ensemble based data fusion approach for early diagnosis of Alzheimer's disease. Inf. Fusion 9(1): 83-95 (2008)
2007
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Robi Polikar, Apostolos Topalis, Deborah Green, John Kounios, Christopher M. Clark:
Comparative multiresolution wavelet analysis of ERP spectral bands using an ensemble of classifiers approach for early diagnosis of Alzheimer's disease. Comput. Biol. Medicine 37(4): 542-558 (2007)
2005
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Michael Muhlbaier, Apostolos Topalis, Robi Polikar:
Ensemble Confidence Estimates Posterior Probability. Multiple Classifier Systems 2005: 326-335
2004
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Michael Muhlbaier, Apostolos Topalis, Robi Polikar:
Incremental learning from unbalanced data. IJCNN 2004: 1057-1062
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Michael Muhlbaier, Apostolos Topalis, Robi Polikar:
Learn++.MT: A New Approach to Incremental Learning. Multiple Classifier Systems 2004: 52-61

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