Peter B. Walker

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 14

Top Topics

Medical Imaging

Instructional Systems

Approximation Algorithms

Top Venues

Publications

Ian Davidson, Michael J. Livanos, Antoine Gourru, Peter B. Walker, Julien Velcin, S. S. Ravi
An Exemplars-Based Approach for Explainable Clustering: Complexity and Efficient Approximation Algorithms. SDM (2024)
Ian Davidson, Michael J. Livanos, Antoine Gourru, Peter B. Walker, Julien Velcin, S. S. Ravi
Explainable Clustering via Exemplars: Complexity and Efficient Approximation Algorithms. CoRR (2022)
Jie Xu, Benjamin S. Glicksberg, Chang Su, Peter B. Walker, Jiang Bian, Fei Wang
Federated Learning for Healthcare Informatics. J. Heal. Informatics Res. 5 (1) (2021)
Jie Xu, Zhenxing Xu, Peter B. Walker, Fei Wang
Federated Patient Hashing. AAAI (2020)
Jeremiah T. Folsom-Kovarik, Behrooz Mostafavi, Robert A. Sottilare, Ian Davidson, Ray Perez, Peter B. Walker
Approaches to Enhancing Transfer of Training using Adaptive Instructional Systems. SoftCOM (2019)
Ian Davidson, Peter B. Walker
Towards Fluid Machine Intelligence: Can We Make a Gifted AI? AAAI (2019)
Zilong Bai, Peter B. Walker, Ian Davidson
Mixtures of Block Models for Brain Networks. SDM (2018)
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)
Ioakeim Perros, Fei Wang, Ping Zhang, Peter B. Walker, Richard W. Vuduc, Jyotishman Pathak, Jimeng Sun
Polyadic Regression and its Application to Chemogenomics. SDM (2017)
Zilong Bai, Peter B. Walker, Anna E. Tschiffely, Fei Wang, Ian Davidson
Unsupervised Network Discovery for Brain Imaging Data. KDD (2017)
Chia-Tung Kuo, Xiang Wang, Peter B. Walker, Owen T. Carmichael, Jieping Ye, Ian Davidson
Unified and Contrasting Cuts in Multiple Graphs: Application to Medical Imaging Segmentation. KDD (2015)
Peter B. Walker, Ian Davidson
Learning Automated Agents from Historical Game Data via Tensor Decomposition. SBP (2015)
Peter B. Walker, Sidney G. Fooshee, Ian Davidson
Complex Interactions in Social and Event Network Analysis. SBP (2015)
Peter B. Walker, Sean Gilpin, Sidney G. Fooshee, Ian Davidson
Constrained Tensor Decomposition via Guidance: Increased Inter and Intra-Group Reliability in fMRI Analyses. HCI (15) (2015)
Chia-Tung Kuo, Peter B. Walker, Owen T. Carmichael, Ian Davidson
Spectral Clustering for Medical Imaging. ICDM (2014)
Ian N. Davidson, Sean Gilpin, Owen T. Carmichael, Peter B. Walker
Network discovery via constrained tensor analysis of fMRI data. 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)
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)