Concepedia

Apostolos Topalis

AT

Statistics

Publications

5

Citations

398

H-Index

5

Active since

2005

Affiliations

Rowan University(Current)

University of Pennsylvania

Drexel University

Apostolos Topalis is an author at Rowan University specializing in ensemble learning, computing, and ensemble methods.

Publications per year

2005–2008

5

Publications

5

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 Transactions on Neural Networks · 2008 · 206 citations

Computing, Computer Science, Algorithms +13

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 M. Green et al. · Computers in Biology and Medicine · 2006 · 78 citations · Full text

Engineering, Biomedical Engineering, Neuroscience +16

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

Robi Polikar, Apostolos Topalis, Devi Parikh et al. · Information Fusion · 2006 · 77 citations

Computing, Biomedical Informatics, Health Informatics +16

Incremental learning from unbalanced data

Michael D. Muhlbaier, Apostolos Topalis, Robi Polikar · 2005 · 19 citations

Computing, Computer Science, Data Science +8

Ensemble Based Data Fusion for Early Diagnosis of Alzheimer's Disease

Devi Parikh, N. Stepenosky, Apostolos Topalis et al. · 2005 · 18 citations

Computing, Neurology, Neuroscience +17

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