Zobrazeno 1 - 10
of 17 610
pro vyhledávání: '"P. Zaki"'
Instance selection (IS) is a crucial technique in machine learning that aims to reduce dataset size while maintaining model performance. This paper introduces a novel method called Graph Attention-based Instance Selection (GAIS), which leverages Grap
Externí odkaz:
http://arxiv.org/abs/2412.19201
Class imbalance poses a significant challenge in machine learning (ML), often leading to biased models favouring the majority class. In this paper, we propose GAT-RWOS, a novel graph-based oversampling method that combines the strengths of Graph Atte
Externí odkaz:
http://arxiv.org/abs/2412.16394
Autor:
AlDahoul, Nouar, Tan, Myles Joshua Toledo, Tera, Raghava Reddy, Karim, Hezerul Abdul, Lim, Chee How, Mishra, Manish Kumar, Zaki, Yasir
License plate recognition (LPR) involves automated systems that utilize cameras and computer vision to read vehicle license plates. Such plates collected through LPR can then be compared against databases to identify stolen vehicles, uninsured driver
Externí odkaz:
http://arxiv.org/abs/2412.14197
Autor:
Mishra, Vaibhav, Singh, Somaditya, Ahlawat, Dhruv, Zaki, Mohd, Bihani, Vaibhav, Grover, Hargun Singh, Mishra, Biswajit, Miret, Santiago, Mausam, Krishnan, N. M. Anoop
Materials discovery and development are critical for addressing global challenges. Yet, the exponential growth in materials science literature comprising vast amounts of textual data has created significant bottlenecks in knowledge extraction, synthe
Externí odkaz:
http://arxiv.org/abs/2412.09560
Autor:
Asim, Rohail, Sathiaseelan, Arjuna, Chatterjee, Arko, Lal, Mukund, Zaki, Yasir, Subramanian, Lakshmi
Despite increasing mobile Internet penetration in developing regions, mobile users continue to experience a poor web experience due to two key factors: (i) lack of locally relevant content; (ii) poor web performance due to complex web pages and poor
Externí odkaz:
http://arxiv.org/abs/2412.14178
This paper studies stabilization of linear time-invariant (LTI) systems when control actions can only be realized in finitely many directions where it is possible to actuate uniformly or logarithmically extended positive scaling factors in each direc
Externí odkaz:
http://arxiv.org/abs/2412.02238
Autor:
Vomhoff, Viktoria, Jang, Hyunseok Daniel, Varvello, Matteo, Geißler, Stefan, Zaki, Yasir, Hoßfeld, Tobias, Lutu, Andra
Traditional cellular service was designed for global connectivity, but business and logistical constraints led to its fragmentation, with deployments limited to individual countries and regions. Initiatives like Mobile Virtual Network Operators (MVNO
Externí odkaz:
http://arxiv.org/abs/2411.19706
Autor:
Ibrahim, Hazem, Khan, Farhan, Alabdouli, Hend, Almatrooshi, Maryam, Nguyen, Tran, Rahwan, Talal, Zaki, Yasir
Social media platforms play a pivotal role in shaping public opinion and amplifying political discourse, particularly during elections. However, the same dynamics that foster democratic engagement can also exacerbate polarization. To better understan
Externí odkaz:
http://arxiv.org/abs/2412.02712
The widespread dissemination of hate speech, harassment, harmful and sexual content, and violence across websites and media platforms presents substantial challenges and provokes widespread concern among different sectors of society. Governments, edu
Externí odkaz:
http://arxiv.org/abs/2411.17123
In a real Hilbert space setting, we investigate the asymptotic behavior of the solutions of the classical Arrow-Hurwicz differential system combined with Tikhonov regularizing terms. Under some newly proposed conditions on the Tikhonov terms involved
Externí odkaz:
http://arxiv.org/abs/2411.17656