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2020 – today
- 2024
[c15]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: 46-54- 2022
- [i1]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 abs/2209.09670 (2022) - 2021
- [j3]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): 1-19 (2021) - 2020
- [c14]Jie Xu, Zhenxing Xu, Peter B. Walker, Fei Wang:
Federated Patient Hashing. AAAI 2020: 6486-6493
2010 – 2019
- 2019
- [c13]Ian Davidson, Peter B. Walker:
Towards Fluid Machine Intelligence: Can We Make a Gifted AI? AAAI 2019: 9760-9764 - [c12]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: 1-6 - 2018
- [c11]Zilong Bai, Peter B. Walker, Ian Davidson:
Mixtures of Block Models for Brain Networks. SDM 2018: 46-54 - 2017
- [j2]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): 534-544 (2017) - [c10]Zilong Bai, Peter B. Walker, Anna E. Tschiffely, Fei Wang, Ian Davidson:
Unsupervised Network Discovery for Brain Imaging Data. KDD 2017: 55-64 - [c9]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: 72-80 - 2015
- [c8]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: 361-369 - [c7]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: 617-626 - [c6]Peter B. Walker, Ian Davidson:
Learning Automated Agents from Historical Game Data via Tensor Decomposition. SBP 2015: 213-221 - [c5]Peter B. Walker, Sidney G. Fooshee, Ian Davidson:
Complex Interactions in Social and Event Network Analysis. SBP 2015: 440-445 - 2014
- [c4]Chia-Tung Kuo, Peter B. Walker, Owen T. Carmichael, Ian Davidson:
Spectral Clustering for Medical Imaging. ICDM 2014: 887-892 - 2013
- [c3]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: 709-716 - [c2]Ian N. Davidson, Sean Gilpin, Owen T. Carmichael, Peter B. Walker:
Network discovery via constrained tensor analysis of fMRI data. KDD 2013: 194-202 - 2012
- [j1]Ian N. Davidson, Sean Gilpin, Peter B. Walker:
Behavioral event data and their analysis. Data Min. Knowl. Discov. 25(3): 635-653 (2012) - 2011
- [c1]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: 120-128
Coauthor Index
aka: Ian N. Davidson
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