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Mustafa Hajij
Mustafa Hajij
Assistant Professor of Machine Learning, University of San Francisco
Dirección de correo verificada de usfca.edu - Página principal
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Visual detection of structural changes in time-varying graphs using persistent homology
M Hajij, B Wang, C Scheidegger, P Rosen
2018 ieee pacific visualization symposium (pacificvis), 125-134, 2018
802018
Prediction of near-crashes from observed vehicle kinematics using machine learning
OA Osman, M Hajij, PR Bakhit, S Ishak
Transportation Research Record 2673 (12), 463-473, 2019
792019
A hierarchical machine learning classification approach for secondary task identification from observed driving behavior data
OA Osman, M Hajij, S Karbalaieali, S Ishak
Accident Analysis & Prevention 123, 274-281, 2019
782019
Topological deep learning: Going beyond graph data
M Hajij, G Zamzmi, T Papamarkou, N Miolane, A Guzmán-Sáenz, ...
arXiv preprint arXiv:2206.00606, 2022
69*2022
Cell Complex Neural Networks
M Hajij, K Istvan, G Zamzmi
NeurIPS 2020, 2020
692020
The impact of artificial intelligence, big data analytics and business intelligence on transforming capability and digital transformation in Jordanian telecommunication firms
H Ahmad, H Mustafa
International Journal of Data and Network Science 6 (3), 727-732, 2022
592022
Architectures of Topological Deep Learning: A Survey of Message-Passing Topological Neural Networks
M Papillon, S Sanborn, M Hajij, N Miolane
arXiv preprint arXiv:2304.10031, 2023
532023
Signal processing on cell complexes
TM Roddenberry, MT Schaub, M Hajij
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
482022
Persistent homology guided force-directed graph layouts
A Suh, M Hajij, B Wang, C Scheidegger, P Rosen
IEEE Transactions on Visualization and Computer Graphics 26 (1), 697-707, 2019
412019
Position: Topological Deep Learning is the New Frontier for Relational Learning
T Papamarkou, T Birdal, MM Bronstein, GE Carlsson, J Curry, Y Gao, ...
Forty-first International Conference on Machine Learning, 2024
382024
Generating sets of Reidemeister moves of oriented singular links and quandles
K Bataineh, M Elhamdadi, M Hajij, W Youmans
Journal of Knot Theory and Its Ramifications 27 (14), 1850064, 2018
362018
Development of evaluation framework for the unconfined compressive strength of soils based on the fundamental soil parameters using gene expression programming and deep …
W Al Bodour, S Hanandeh, M Hajij, Y Murad
Journal of Materials in Civil Engineering 34 (2), 04021452, 2022
332022
Homology-Preserving Multi-Scale Graph Skeletonization Using Mapper on Graphs
P Rosen, M Hajij, B Wang
2023 Topological Data Analysis and Visualization (TopoInVis), 10-20, 2023
26*2023
The tail of a quantum spin network
M Hajij
The Ramanujan Journal, 2013
242013
Simplicial complex representation learning
M Hajij, G Zamzmi, T Papamarkou, V Maroulas, X Cai
arXiv preprint arXiv:2103.04046, 2021
232021
Tda-net: Fusion of persistent homology and deep learning features for covid-19 detection in chest x-ray images
M Hajij, G Zamzmi, F Batayneh
The Engineering in Medicine and Biology Conference Management System (EMBC), 2021
222021
Singular knots and involutive quandles
IRU Churchill, M Elhamdadi, M Hajij, S Nelson
Journal of Knot Theory and Its Ramifications 26 (14), 1750099, 2017
222017
The shape of an image: A study of mapper on images
A Robles, M Hajij, P Rosen
International Joint Conference on Computer Vision, Imaging and Computer …, 2017
212017
An efficient data retrieval parallel reeb graph algorithm
M Hajij, P Rosen
Algorithms 13 (10), 258, 2020
19*2020
Pretzel Knots and -Series
M Elhamdadi, M Hajij
192017
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20