3 papers
cs.LG2024
Boosting drug-disease association prediction for drug repositioning via dual-feature extraction and cross-dual-domain decoding
Enqiang Zhu, Xiang Li, Chanjuan Liu +1
The extraction of biomedical data has significant academic and practical value in contemporary biomedical sciences. In recent years, drug repositioning, a cost-effective strategy f…
cs.CV2023
Convolutional Neural Networks Exploiting Attributes of Biological Neurons
Neeraj Kumar Singh, Nikhil R. Pal
In this era of artificial intelligence, deep neural networks like Convolutional Neural Networks (CNNs) have emerged as front-runners, often surpassing human capabilities. These dee…
cs.LG2023
Group-Feature (Sensor) Selection With Controlled Redundancy Using Neural Networks
Aytijhya Saha, Nikhil R. Pal
In this paper, we present a novel embedded feature selection method based on a Multi-layer Perceptron (MLP) network and generalize it for group-feature or sensor selection problems…