Peter B. Walker

According to our database, Peter B. Walker authored at least 18 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

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

2021

Federated Learning for Healthcare Informatics.

Jie Xu, Benjamin S. Glicksberg, Chang Su, Peter B. Walker, Jiang Bian, Fei Wang

J. Heal. Informatics Res., 2021

2020

Federated Patient Hashing.

Jie Xu, Zhenxing Xu, Peter B. Walker, Fei Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

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

Proceedings of the 2019 International Conference on Software, 2019

Towards Fluid Machine Intelligence: Can We Make a Gifted AI?

Ian Davidson, Peter B. Walker

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Mixtures of Block Models for Brain Networks.

Zilong Bai, Peter B. Walker, Ian Davidson

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

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

Polyadic Regression and its Application to Chemogenomics.

Ioakeim Perros, Fei Wang, Ping Zhang, Peter B. Walker, Richard W. Vuduc, Jyotishman Pathak, Jimeng Sun

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Unsupervised Network Discovery for Brain Imaging Data.

Zilong Bai, Peter B. Walker, Anna E. Tschiffely, Fei Wang, Ian Davidson

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2015

Complex Interactions in Social and Event Network Analysis.

Peter B. Walker, Sidney G. Fooshee, Ian Davidson

Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

Learning Automated Agents from Historical Game Data via Tensor Decomposition.

Peter B. Walker, Ian Davidson

Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

Unified and Contrasting Cuts in Multiple Graphs: Application to Medical Imaging Segmentation.

Chia-Tung Kuo, Xiang Wang, Peter B. Walker, Owen T. Carmichael, Jieping Ye, Ian Davidson

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Constrained Tensor Decomposition via Guidance: Increased Inter and Intra-Group Reliability in fMRI Analyses.

Peter B. Walker, Sean Gilpin, Sidney G. Fooshee, Ian Davidson

Proceedings of the Foundations of Augmented Cognition, 2015

2014

Spectral Clustering for Medical Imaging.

Chia-Tung Kuo, Peter B. Walker, Owen T. Carmichael, Ian Davidson

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Network discovery via constrained tensor analysis of fMRI data.

Ian N. Davidson, Sean Gilpin, Owen T. Carmichael, Peter B. Walker

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

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

Proceedings of the Foundations of Augmented Cognition, 2013

2012

Behavioral event data and their analysis.

Ian N. Davidson, Sean Gilpin, Peter B. Walker

Data Min. Knowl. Discov., 2012

2011

Exploring New Methodologies for the Analysis of Functional Magnetic Resonance Imaging (fMRI) Following Closed-Head Injuries.

Peter B. Walker, Ian N. Davidson

Proceedings of the Foundations of Augmented Cognition. Directing the Future of Adaptive Systems, 2011