Zobrazeno 1 - 10
of 4 022
pro vyhledávání: '"Gurcan, A."'
Autor:
Shirzadkhani, Razieh, Ngo, Tran Gia Bao, Shamsi, Kiarash, Huang, Shenyang, Poursafaei, Farimah, Azad, Poupak, Rabbany, Reihaneh, Coskunuzer, Baris, Rabusseau, Guillaume, Akcora, Cuneyt Gurcan
The field of temporal graph learning aims to learn from evolving network data to forecast future interactions. Given a collection of observed temporal graphs, is it possible to predict the evolution of an unseen network from the same domain? To answe
Externí odkaz:
http://arxiv.org/abs/2406.10426
Autor:
Gurcan, Onder
As large language models (LLMs) continue to make significant strides, their better integration into agent-based simulations offers a transformational potential for understanding complex social systems. However, such integration is not trivial and pos
Externí odkaz:
http://arxiv.org/abs/2405.06700
Blockchain technology has rapidly emerged to mainstream attention, while its publicly accessible, heterogeneous, massive-volume, and temporal data are reminiscent of the complex dynamics encountered during the last decade of big data. Unlike any prio
Externí odkaz:
http://arxiv.org/abs/2404.18251
Autor:
Rezapour, Mostafa, Niazi, Muhammad Khalid Khan, Lu, Hao, Narayanan, Aarthi, Gurcan, Metin Nafi
This study introduces the Supervised Magnitude-Altitude Scoring (SMAS) methodology, a machine learning-based approach, for analyzing gene expression data obtained from nonhuman primates (NHPs) infected with Ebola virus (EBOV). We utilize a comprehens
Externí odkaz:
http://arxiv.org/abs/2401.08738
Topological Data Analysis (TDA) has been praised by researchers for its ability to capture intricate shapes and structures within data. TDA is considered robust in handling noisy and high-dimensional datasets, and its interpretability is believed to
Externí odkaz:
http://arxiv.org/abs/2401.04250
Autor:
Majumder, Reek, Pollard, Jacquan, Salek, M Sabbir, Werth, David, Comert, Gurcan, Gale, Adrian, Khan, Sakib Mahmud, Darko, Samuel, Chowdhury, Mashrur
The environmental impacts of global warming driven by methane (CH4) emissions have catalyzed significant research initiatives in developing novel technologies that enable proactive and rapid detection of CH4. Several data-driven machine learning (ML)
Externí odkaz:
http://arxiv.org/abs/2312.10879
Autor:
Rezapour, Mostafa, Seymour, Rachel B., Sims, Stephen H., Karunakar, Madhav A., Habet, Nahir, Gurcan, Metin Nafi
This study explored the potential of gait analysis as a tool for assessing post-injury complications, e.g., infection, malunion, or hardware irritation, in patients with lower extremity fractures. The research focused on the proficiency of supervised
Externí odkaz:
http://arxiv.org/abs/2309.15990
Autor:
Su, Ziyu, Rezapour, Mostafa, Sajjad, Usama, Niu, Shuo, Gurcan, Metin Nafi, Niazi, Muhammad Khalid Khan
Although multiple instance learning (MIL) methods are widely used for automatic tumor detection on whole slide images (WSI), they suffer from the extreme class imbalance within the small tumor WSIs. This occurs when the tumor comprises only a few iso
Externí odkaz:
http://arxiv.org/abs/2309.09412
Autor:
Khan, Sakib Mahmud, Salek, M Sabbir, Harris, Vareva, Comert, Gurcan, Morris, Eric, Chowdhury, Mashrur
Publikováno v:
ACM J. Auton. Transport. Syst. (2023)
The traditional build-and-expand approach is not a viable solution to keep roadway traffic rolling safely, so technological solutions, such as Autonomous Vehicles (AVs), are favored. AVs have considerable potential to increase the carrying capacity o
Externí odkaz:
http://arxiv.org/abs/2307.01311
Autor:
K. Singh-Smith, L. Sprague Martinez, M. Eliasziw, S. Lerman Ginzburg, N. Hudda, GM. Betz, A. Gurcan, T. Vazquez-Dodero, A. Mertl, W. Goldstein-Gelb, W. Zamore, D. Brugge
Publikováno v:
Trials, Vol 25, Iss 1, Pp 1-8 (2024)
Abstract Background and aim Traffic-related ultrafine particle pollution near highways is associated with adverse health. Reducing exposure by use of portable air purifiers in homes is one approach to reducing this risk. However, the reaction of resi
Externí odkaz:
https://doaj.org/article/e9a2a3192e2d4a739a54b628a696b975