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Mustafa Hajij
Mustafa Hajij
Assistant Professor of Machine Learning, University of San Francisco
Verifierad e-postadress på usfca.edu - Startsida
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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
692018
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
652019
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
622019
Cell Complex Neural Networks
M Hajij, K Istvan, G Zamzmi
NeurIPS 2020, 2020
532020
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
392022
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
342019
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
Signal processing on cell complexes
TM Roddenberry, MT Schaub, M Hajij
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
332022
The tail of a quantum spin network
M Hajij
The Ramanujan Journal, 2013
232013
Topological Deep Learning: Going Beyond Graph Data
M Hajij, G Zamzmi, T Papamarkou, N Miolane, A Guzmán-Sáenz, ...
22*2023
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
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
212022
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
182017
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
Simplicial complex representation learning
M Hajij, G Zamzmi, T Papamarkou, V Maroulas, X Cai
arXiv preprint arXiv:2103.04046, 2021
162021
Parallel mapper
M Hajij, B Assiri, P Rosen
Proceedings of the Future Technologies Conference (FTC) 2020, Volume 2, 717-731, 2021
16*2021
Pretzel Knots and -Series
M Elhamdadi, M Hajij
162017
The Bubble skein element and applications
M Hajij
Journal of Knot Theory and Its Ramifications 23 (14), 1450076, 2014
162014
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Artiklar 1–20