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Jose A. Perea, Visiting Assistant Professor

Jose A. Perea
Contact Info:
Office Location:  214 Physics Building
Office Phone:  (919) 660-2837
Email Address: send me a message

Education:

Ph.D. MathematicsStanford University, USA2011
B.S. Mathematics (Summa Cum Laude)Universidad del Valle, Cali, Colombia2006
Research Interests: Geometric and Topological methods for the analysis of data

Current projects: Periodicity in Gene expression data, Persistent homology of time-delay embeddings, Persistent cohomology and projective coordinates, Obstruction theory for data analysis, Persistence diagrams, densities and machine learning, Topological reconstruction of the otic placode, Time-delay embeddings, chaos and chatter

My research focus lies at the intersection of algebraic topology, data analysis and computational methods. My main interest consists in the application and adaptation of ideas from algebraic and geometric topology to the study of high-dimensional and complex data. Other interests include computer vision and computational biology.

Areas of Interest:

Computational Topology
Data Analysis
Computer Vision
Computational Biology

Keywords:

Topology • Applied • Data • Computational • Biology

Curriculum Vitae
Recent Publications

  1. Jose A. Perea, Anastasia Deckard, Steve B. Haase and John Harer, SW1PerS: Sliding Windows and 1-Persistence Scoring; Discovering Periodicity in Gene Expression Time Series Data, BMC Bioinformatics (Accepted, July, 2015) (Journal Info: rank 8 of 52 in subject category Mathematical & Computational Biology, 2013 Impact Factor 2.67; Journal Citation Reports, Thomson Reuters.) [Preprint]
  2. Jose A. Perea and John Harer, Sliding Windows and Persistence: An Application of Topological Methods to Signal Analysis, Foundations of Computational Mathematics (Accepted, May, 2014), ISSN 1615-3375 (Journal Info: rank 7 of 296 in subject category Mathematics, 2012 Impact Factor 1.918; Journal Citation Reports, Thomson Reuters.) [arXiv:1307.6188], [doi] [Preprint]
  3. Jose A. Perea and Gunnar Carlsson, A Klein-Bottle-Based Dictionary for Texture Representation, International Journal of Computer Vision, vol. 107 no. 1 (March, 2014), pp. 75-97, ISSN 0920-5691 (Journal Info: rank 9 of 115 in subject category Computer Science/Artificial Intelligence, 2012 Impact factor 3.623; Journal Citation Reports, Thomson Reuters.) [doi] [Preprint]

 

dept@math.duke.edu
ph: 919.660.2800
fax: 919.660.2821

Mathematics Department
Duke University, Box 90320
Durham, NC 27708-0320