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Mustafa Hajij
Mustafa Hajij
Assistant Professor of Machine Learning, University of San Francisco
Verified email at usfca.edu - Homepage
Title
Cited by
Cited by
Year
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
712018
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
672019
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
662019
Cell Complex Neural Networks
M Hajij, K Istvan, G Zamzmi
NeurIPS 2020, 2020
582020
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
432022
Signal processing on cell complexes
TM Roddenberry, MT Schaub, M Hajij
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
372022
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
352019
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
342018
Topological deep learning: Going beyond graph data
M Hajij, G Zamzmi, T Papamarkou, N Miolane, A Guzmán-Sáenz, ...
arXiv preprint arXiv:2206.00606, 2022
31*2022
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
252022
The tail of a quantum spin network
M Hajij
The Ramanujan Journal, 2013
232013
Architectures of topological deep learning: A survey on topological neural networks
M Papillon, S Sanborn, M Hajij, N Miolane
Arxiv. Submitted to Transactions on Pattern Analysis and Machine Intelligence, 2023
222023
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
Simplicial complex representation learning
M Hajij, G Zamzmi, T Papamarkou, V Maroulas, X Cai
arXiv preprint arXiv:2103.04046, 2021
202021
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
19*2023
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
192021
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
192017
An efficient data retrieval parallel reeb graph algorithm
M Hajij, P Rosen
Algorithms 13 (10), 258, 2020
18*2020
The colored Kauffman skein relation and the head and tail of the colored Jones polynomial
M Hajij
Journal of Knot Theory and Its Ramifications 26 (03), 1741002, 2017
172017
Parallel mapper
M Hajij, B Assiri, P Rosen
Proceedings of the Future Technologies Conference (FTC) 2020, Volume 2, 717-731, 2021
16*2021
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