Merenyi, Erzsebet (Faculty Profile)

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Faculty Profile

Last Modified Time: 09:49:01 AM Thu, 20 Jun 2024

Contact Information
Erzsebet Merenyi	Associated Profiles
Research Professor, Electrical & Computer Engineering and Statistics, Rice University

Duncan Hall, Room No.: 2082
erzsebet@rice.edu 713-348-3595 Web Link
Machine Learning, Image Processing, Pattern Recognition, Classification, Signal Processing, Signal Image and Video Processing, Feature Extraction, Supervised Learning, Algorithms, Advanced Machine Learning, Clustering, Computational Intelligence

Research and Expertise
Affiliations
Appointments

Research and Expertise

Research Interests

Dr. Merenyi focuses on understanding the structure of large, complex, high-dimensional data with brain-like computational intelligence techniques. She develops theoretical and simulation tools to discover and express relevant details of relationships in complicated data. Her research is motivated by real problems in Earth and planetary science, astronomy, and medicine. Her collaborative applications are in information extraction from remote sensing hyperspectral imagery, resource mapping, discovery, environmental diagnostics on planetary surfaces; generation of brain maps from functional MRI, analysis of clinical data; and intelligent data compression. She is looking to respond to the next-generation challenge by 21st century astronomical "big data".

Publications/Creative Works

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Affiliations

Research Consortia

John S. Dunn GCC for Chemical Genomics

Appointments

Title	Department / School	Institution
Research Professor	Electrical and Computer Engineering	Rice University

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