Ian N. Davidson

Publication Activity (10 Years)

Years Active: 2011-2017
Publications (10 Years): 1

Top Topics

Hierarchical Clustering

Functional Magnetic Resonance Imaging

Tensor Analysis

Normal Controls

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Peter B. Walker, Jacob N. Norris, Anna E. Tschiffely, Melissa L. Mehalick, Craig A. Cunningham, Ian N. Davidson
Applications of Transductive Spectral Clustering Methods in a Military Medical Concussion Database. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (3) (2017)
Ian N. Davidson, Sean Gilpin, Owen T. Carmichael, Peter B. Walker
Network discovery via constrained tensor analysis of fMRI data. KDD (2013)
Sean Gilpin, Siegfried Nijssen, Ian N. Davidson
Formalizing Hierarchical Clustering as Integer Linear Programming. AAAI (2013)
Sean Gilpin, Tina Eliassi-Rad, Ian N. Davidson
Guided learning for role discovery (GLRD): framework, algorithms, and applications. KDD (2013)
Henry L. Phillips, Peter B. Walker, Carrie H. Kennedy, Owen T. Carmichael, Ian N. Davidson
Guided Learning Algorithms: An Application of Constrained Spectral Partitioning to Functional Magnetic Resonance Imaging (fMRI). HCI (24) (2013)
Ian N. Davidson, Sean Gilpin, Peter B. Walker
Behavioral event data and their analysis. Data Min. Knowl. Discov. 25 (3) (2012)
Sean Gilpin, Ian N. Davidson
Incorporating SAT solvers into hierarchical clustering algorithms: an efficient and flexible approach. KDD (2011)
Peter B. Walker, Ian N. Davidson
Exploring New Methodologies for the Analysis of Functional Magnetic Resonance Imaging (fMRI) Following Closed-Head Injuries. HCI (20) (2011)