Zobrazeno 1 - 10
of 43 195
pro vyhledávání: '"Mehmood, A."'
Early detection of skin cancer relies on precise segmentation of dermoscopic images of skin lesions. However, this task is challenging due to the irregular shape of the lesion, the lack of sharp borders, and the presence of artefacts such as marker c
Externí odkaz:
http://arxiv.org/abs/2408.09687
Autor:
Ahmad, Muhammad, Butt, Muhammad Hassaan Farooq, Usama, Muhammad, Khan, Adil Mehmood, Mazzara, Manuel, Distefano, Salvatore, Altuwaijri, Hamad Ahmed, Roy, Swalpa Kumar, Chanussot, Jocelyn, Hong, Danfeng
In recent years, the emergence of Transformers with self-attention mechanism has revolutionized the hyperspectral image (HSI) classification. However, these models face major challenges in computational efficiency, as their complexity increases quadr
Externí odkaz:
http://arxiv.org/abs/2408.01372
We examine the effect of nuclear deformation on the calculated $\beta$-decay half-lives of 55 neutron-rich nuclei. The deformation values were computed using DD-PC1 and DD-ME2 interactions in the Relativistic Hartree-Bogoliubov model. Yet another set
Externí odkaz:
http://arxiv.org/abs/2407.18793
This paper presents a novel approach to network management by integrating intent-based networking (IBN) with knowledge graphs (KGs), creating a more intuitive and efficient pipeline for service orchestration. By mapping high-level business intents on
Externí odkaz:
http://arxiv.org/abs/2405.07850
Autor:
Xu, Jie, Saravanan, Karthikeyan, van Dalen, Rogier, Mehmood, Haaris, Tuckey, David, Ozay, Mete
Federated learning (FL) allows clients to collaboratively train a global model without sharing their local data with a server. However, clients' contributions to the server can still leak sensitive information. Differential privacy (DP) addresses suc
Externí odkaz:
http://arxiv.org/abs/2405.06368
Over the last decade, similar to other application domains, social media content has been proven very effective in disaster informatics. However, due to the unstructured nature of the data, several challenges are associated with disaster analysis in
Externí odkaz:
http://arxiv.org/abs/2405.00903
Autor:
Deléage, Émile, Mehmood, Muhammed Ali
We prove the non-linear stability of a class of travelling-wave solutions to the extended Aw-Rascle system with a singular offset function, which is formally equivalent to the compressible pressureless Navier-Stokes system with a singular viscosity.
Externí odkaz:
http://arxiv.org/abs/2404.17406
Autor:
Mehmood, Arshad, Silfies, Myles C., Durden, Andrew S., Allison, Thomas K., Levine, Benjamin G.
Transient absorption spectroscopy (TAS) is among the most common ultrafast photochemical experiments, but its interpretation remains challenging. In this work, we present an efficient and robust method for simulating TAS signals from first principles
Externí odkaz:
http://arxiv.org/abs/2404.16568
Autor:
Ahmad, Muhammad, Distifano, Salvatore, Khan, Adil Mehmood, Mazzara, Manuel, Li, Chenyu, Yao, Jing, Li, Hao, Aryal, Jagannath, Vivone, Gemine, Hong, Danfeng
Hyperspectral Image Classification (HSC) is a challenging task due to the high dimensionality and complex nature of Hyperspectral (HS) data. Traditional Machine Learning approaches while effective, face challenges in real-world data due to varying op
Externí odkaz:
http://arxiv.org/abs/2404.14955
We consider an evolution system modeling a flow of colloidal particles which are suspended in an incompressible fluid and accounts for colloidal crystallization. The system consists of the Navier-Stokes equations for the volume averaged velocity coup
Externí odkaz:
http://arxiv.org/abs/2404.10431