International Conference on Computer and Knowledge Engineering

Please wait ...

Home / 14th International Conference on Computer and Knowledge Engineering

Virus-Antiviral Prediction Using Machine and Deep Learning Methods

Authors :

Shayan Majidifar¹ Fatemeh Nasiri² Mohsen Hooshmand³

1- Institute for Advanced Studies in Basic Sciences (IASBS) 2- Institute for Advanced Studies in Basic Sciences (IASBS) 3- Assistant Professor

Keywords :

Drug repurposing،Machine learning،Virus،Antiviral،Deep learning،Dataset

Abstract :

Prediction of new virus-antiviral associations is significant in the treatment of virus diseases. This work proposes a prediction framework for finding new associations among the virus diseases and approved antivirals. To do this, we have generated a new virus-antiviral dataset. Additionally, we propose a prediction framework using random forest, SVM, XGBoost, and a deep learning model. The results are promising and XGBoost outperforms all other methods in the prediction of virus-antiviral associations.

List of archived papers

A Review on Machine Learning Methods for Workload Prediction in Cloud Computing

Mohammad Yekta - Hadi Shahriar Shahhoseini

FinTNet: From Tweets to Trades

Dorsa Tavakoli - Saman Haratizadeh

Designing an IT2 Fuzzy Rule-based System for Emotion Recognition Using Biological Data

Mahsa Keshtkar - Hooman Tahayori

A 2D-CNN Architecture for Improving the Classification Accuracy of an Electronic Nose with Different Sensor Positions

Hannaneh Mahdavi - Reza Goldoust - Saeideh Rahbarpour

Evaluation of Efficient Electrocardiomatrix-based Identification Using Deep Learning Methods

Amirhossein Safari - Narges Mokhtari - Mohsen Hooshmand - Sadegh Sadeghi - Peyman Pahlevani

Atlas-based segmentation of cardiac chambers in systolic and diastolic phases of echocardiographic images

Elham Fathipour - Mahdi Saadatmand

Non-Negative Matrix Factorization improves Residual Neural Networks

Hojjat Moayed

A Semi-supervised Fake News Detection using Sentiment Encoding and LSTM with Self-Attention

Pouya Shaeri - Ali Katanforoush

ParsHomo: A T5-Powered Approach to High-Precision Persian Homograph Disambiguation

Hasan Jalali - Taha Mohaddesi

Sports News Summarization Using Ensebmle Learning

Moein Sartakhti.salimi@gmail.com - Mohammad Javad Maleki Kahaki - Ahmad Yoosofan - Seyyed Vahid Moravvej

more

Samin Hamayesh - Version 44.9.3