Pramod Anantharam
11
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Personal Information
Organização/Local de trabalho
Dayton, Ohio Area United States
Cargo
Researcher at Kno.e.sis, Wright State University
Setor
Education
Sobre
I enjoy devising probabilistic machine learning algorithms to solve challenging problems in sustainability (e.g. traffic, water, public safety), healthcare, system health monitoring, and IoT (Internet of Things). I'm passionate about data science for social good which has influenced the choice of my research projects.
Real world problems cannot escape incompleteness, heterogeneity, uncertainty, and dynamism. My research interests include information extraction, knowledge representation and discovery from heterogeneous observations, reasoning under uncertainty by leveraging (a) complementary nature of citizen and machine observations, and (b) knowledge bases (e.g., ConceptNet) on the web....
Marcadores
city infrastructure
citizen sensing
city traffic events
twitter event extraction
conditional random fields
information extraction
probabilistic machine learning
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