معرفی
Petko Bogdanov is an Associate Professor in the Department of Computer Science at the College of Engineering and Applied Sciences, University at Albany - SUNY. His research focuses on data mining, particularly algorithms for learning from graph data, with applications spanning biology, nanomaterial design, emergency preparedness, wireless networks, network science, social media analysis, and brain networks.
Research Interests: Dr. Bogdanov’s work bridges dynamic graph mining, machine learning, and interdisciplinary applications. He develops algorithms for temporal network analysis, such as SAGA for signal-aware graph aggregation and methods for optimizing temporal resolution in dynamic graphs. His projects include designing near-infrared fluorophores for biomedical imaging using DNA-templated silver clusters and analyzing socio-computational systems in social media.
Scientific Contributions: His recent publications highlight advancements in temporal graph signal decomposition and dynamic network analysis. He has secured significant funding from the National Science Foundation (NSF) and National Geospatial-Intelligence Agency (NGA), with grants totaling over $830k for projects related to network mining, nanomaterial design, and rural emergency preparedness.
