Explainable Diagnosis of Alzheimer’s Disease Using Graph Kolmogorov-Arnold Networks

Tianqi Ding; Dawei Xiang; Keith E. Schubert; Liang Dong

doi:10.1007/978-3-031-99879-9_1

Explainable Diagnosis of Alzheimer’s Disease Using Graph Kolmogorov-Arnold Networks

Tianqi Ding
, Dawei Xiang
, Keith E. Schubert
, Liang Dong

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	New Frontiers in Data Science - 4th Southwest Data Science Conference, SDSC 2025, Revised Selected Papers
Editors	Henry Han, James Stamey
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	3-15
Number of pages	13
ISBN (Print)	9783031998782
DOIs	https://doi.org/10.1007/978-3-031-99879-9_1
State	Published - 2026
Externally published	Yes
Event	4th Southwest Data Science Conference, SDSC 2025 - Waco, United States Duration: Mar 21 2025 → Mar 22 2025

Publication series

Name	Communications in Computer and Information Science
Volume	2556 CCIS
ISSN (Print)	1865-0929
ISSN (Electronic)	1865-0937

Conference

Conference	4th Southwest Data Science Conference, SDSC 2025
Country/Territory	United States
City	Waco
Period	3/21/25 → 3/22/25

ASJC Scopus Subject Areas

General Computer Science
General Mathematics

Keywords

Alzheimer’s Disease
Explainable AI
Graph Convolutional Network
Kolmogorov-Arnold Network
Machine Learning
Neuroimaging

Access to Document

10.1007/978-3-031-99879-9_1

OpenUrl availability

Full text

Cite this

Ding, T., Xiang, D., Schubert, K. E., & Dong, L. (2026). Explainable Diagnosis of Alzheimer’s Disease Using Graph Kolmogorov-Arnold Networks. In H. Han, & J. Stamey (Eds.), New Frontiers in Data Science - 4th Southwest Data Science Conference, SDSC 2025, Revised Selected Papers (pp. 3-15). (Communications in Computer and Information Science; Vol. 2556 CCIS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-99879-9_1

Explainable Diagnosis of Alzheimer’s Disease Using Graph Kolmogorov-Arnold Networks. / Ding, Tianqi; Xiang, Dawei; Schubert, Keith E. et al.
New Frontiers in Data Science - 4th Southwest Data Science Conference, SDSC 2025, Revised Selected Papers. ed. / Henry Han; James Stamey. Springer Science and Business Media Deutschland GmbH, 2026. p. 3-15 (Communications in Computer and Information Science; Vol. 2556 CCIS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ding, T, Xiang, D, Schubert, KE & Dong, L 2026, Explainable Diagnosis of Alzheimer’s Disease Using Graph Kolmogorov-Arnold Networks. in H Han & J Stamey (eds), New Frontiers in Data Science - 4th Southwest Data Science Conference, SDSC 2025, Revised Selected Papers. Communications in Computer and Information Science, vol. 2556 CCIS, Springer Science and Business Media Deutschland GmbH, pp. 3-15, 4th Southwest Data Science Conference, SDSC 2025, Waco, United States, 3/21/25. https://doi.org/10.1007/978-3-031-99879-9_1

Ding T, Xiang D, Schubert KE, Dong L. Explainable Diagnosis of Alzheimer’s Disease Using Graph Kolmogorov-Arnold Networks. In Han H, Stamey J, editors, New Frontiers in Data Science - 4th Southwest Data Science Conference, SDSC 2025, Revised Selected Papers. Springer Science and Business Media Deutschland GmbH. 2026. p. 3-15. (Communications in Computer and Information Science). doi: 10.1007/978-3-031-99879-9_1

Ding, Tianqi ; Xiang, Dawei ; Schubert, Keith E. et al. / Explainable Diagnosis of Alzheimer’s Disease Using Graph Kolmogorov-Arnold Networks. New Frontiers in Data Science - 4th Southwest Data Science Conference, SDSC 2025, Revised Selected Papers. editor / Henry Han ; James Stamey. Springer Science and Business Media Deutschland GmbH, 2026. pp. 3-15 (Communications in Computer and Information Science).

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