Exploring New Methodologies for the Analysis of Functional Magnetic Resonance Imaging (fMRI) Following Closed-Head Injuries. - Peter B. Walker; Ian N. Davidson (HCI (20), 2011)

Behavioral event data and their analysis. - Ian N. Davidson; Sean Gilpin; Peter B. Walker (Data Min. Knowl. Discov., 2012)

Guided Learning Algorithms: An Application of Constrained Spectral Partitioning to Functional Magnetic Resonance Imaging (fMRI). - Henry L. Phillips; Peter B. Walker; Carrie H. Kennedy; Owen T. Carmichael; Ian N. Davidson (HCI (24), 2013)

Network discovery via constrained tensor analysis of fMRI data. - Ian N. Davidson; Sean Gilpin; Owen T. Carmichael; Peter B. Walker (KDD, 2013)

Spectral Clustering for Medical Imaging. - Chia-Tung Kuo; Peter B. Walker; Owen T. Carmichael; Ian Davidson (ICDM, 2014)

Constrained Tensor Decomposition via Guidance: Increased Inter and Intra-Group Reliability in fMRI Analyses. - Peter B. Walker; Sean Gilpin; Sidney G. Fooshee; Ian Davidson (HCI (15), 2015)

Unified and Contrasting Cuts in Multiple Graphs: Application to Medical Imaging Segmentation. - Chia-Tung Kuo; Xiang Wang 001; Peter B. Walker; Owen T. Carmichael; Jieping Ye; Ian Davidson (KDD, 2015)

Learning Automated Agents from Historical Game Data via Tensor Decomposition. - Peter B. Walker; Ian Davidson (SBP, 2015)

Complex Interactions in Social and Event Network Analysis. - Peter B. Walker; Sidney G. Fooshee; Ian Davidson (SBP, 2015)

Unsupervised Network Discovery for Brain Imaging Data. - Zilong Bai; Peter B. Walker; Anna E. Tschiffely; Fei Wang 001; Ian Davidson (KDD, 2017)

Polyadic Regression and its Application to Chemogenomics. - Ioakeim Perros; Fei Wang 001; Ping Zhang 016; Peter B. Walker; Richard W. Vuduc; Jyotishman Pathak; Jimeng Sun 001 (SDM, 2017)

Applications of Transductive Spectral Clustering Methods in a Military Medical Concussion Database. - Peter B. Walker; Jacob N. Norris; Anna E. Tschiffely; Melissa L. Mehalick; Craig A. Cunningham; Ian N. Davidson (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

Mixtures of Block Models for Brain Networks. - Zilong Bai; Peter B. Walker; Ian Davidson (SDM, 2018)

Towards Fluid Machine Intelligence: Can We Make a Gifted AI? - Ian Davidson; Peter B. Walker (AAAI, 2019)

Approaches to Enhancing Transfer of Training using Adaptive Instructional Systems. - Jeremiah T. Folsom-Kovarik; Behrooz Mostafavi; Robert A. Sottilare; Ian Davidson; Ray Perez; Peter B. Walker (SoftCOM, 2019)

Federated Patient Hashing. - Jie Xu 012; Zhenxing Xu; Peter B. Walker; Fei Wang 001 (AAAI, 2020)

Federated Learning for Healthcare Informatics. - Jie Xu 012; Benjamin S. Glicksberg; Chang Su 002; Peter B. Walker; Jiang Bian 001; Fei Wang 001 (J. Heal. Informatics Res., 2021)

Explainable Clustering via Exemplars: Complexity and Efficient Approximation Algorithms. - Ian Davidson; Michael J. Livanos; Antoine Gourru; Peter B. Walker; Julien Velcin; S. S. Ravi (CoRR, 2022)

An Exemplars-Based Approach for Explainable Clustering: Complexity and Efficient Approximation Algorithms. - Ian Davidson; Michael J. Livanos; Antoine Gourru; Peter B. Walker; Julien Velcin; S. S. Ravi (SDM, 2024)