no code implementations • 17 May 2024 • Sandeep Singh Sengar, Affan Bin Hasan, Sanjay Kumar, Fiona Carroll
In recent years, the study of artificial intelligence (AI) has undergone a paradigm shift.
no code implementations • 11 Aug 2023 • Rabia Asghar, Sanjay Kumar, Paul Hynds, Abeera Mahfooz
The proposed CNN model has been tested on the PBC dataset normal DIB.
no code implementations • 11 Aug 2023 • Rabia Asghar, Sanjay Kumar, Paul Hynds, Arslan Shaukat
The methodologies that use blood smear images, magnetic resonance imaging (MRI), X-rays, and similar medical imaging domains are identified and discussed, with a detailed analysis of ML/DL techniques applied to the classification of white blood cells (WBCs) representing the primary focus of the review.
1 code implementation • International Conference on Computer Vision and Machine Intelligence (CVMI-2022) 2023 • Sanjay Kumar, Reshma Rastogi
Label correlation has been exploited for multi-label learning in different ways.
1 code implementation • Applied Intelligence Journal 2023 • Sanjay Kumar, Nadira Ahmadi, Reshma Rastogi
Multi-label learning associates a given data instance with one or several class labels.
1 code implementation • Neural Processing Letters 2022 • Reshma Rastogi, Sanjay Kumar
Class labels in multi-label datasets are only associated with a very small fraction of the data instances leading to a class imbalance problem.
1 code implementation • Information Sciences 2022 • Sanjay Kumar, Reshma Rastogi
The proposed method captures local and global correlations using Low Rank label subspace transformation for Multi-label learning with Missing Labels (LRMML).
no code implementations • 16 Sep 2021 • Georgios C. Trichopoulos, Panagiotis Theofanopoulos, Bharath Kashyap, Aditya Shekhawat, Anuj Modi, Tawfik Osman, Sanjay Kumar, Anand Sengar, Arkajyoti Chang, Ahmed Alkhateeb
These results, among others, draw useful insights into the design and performance of RIS systems and provide an important proof for their potential gains in real-world far-field wireless communication environments.
no code implementations • 16 Aug 2021 • Sanjay Kumar, Jie Wei Aow, Wong Dexuan, Heow Pueh Lee
Also, the acoustic performance of multi-layer curtains has been investigated.
no code implementations • 17 Jul 2021 • Soumyadeep Ghosh, Sanjay Kumar, Janu Verma, Awanish Kumar
We perform several experiments on the popular STL-10 database followed by an extensive analysis of our approach and study its effects on model accuracy and calibration.
no code implementations • 15 Aug 2020 • Sanjay Kumar, Wong Sze Wing, Teng Mingbang, Heow Pueh Lee
Vacuum cleaners are one of the most widely used household appliances associated with unpleasant noises.
Audio and Speech Processing Sound
no code implementations • 15 Aug 2020 • Sanjay Kumar, Rui Qin Ng, Heow Pueh Lee
The continuous increase of hospital noise levels has become a vital challenge for society.
Applied Physics