ORCID "0000-0001-6657-9738" Computer Engineering için listeleme
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NetDriller-V3: A powerful social network analysis tool
Afra, Salim; Özyer, Tansel; Rokne, Jon; Alhajj, Reda (Institute of Electrical and Electronics Engineers Inc., 2023)The development in technology has led to the generation of huge amounts of data from various sources, including biological data, social networking data, etc. Accordingly, social network analysis has received considerable ... -
Pancreatic tumor detection by convolutional neural networks
Zavalsız, Muhammed Talha; Alhajj, Sleiman; Sailunaz, Kashfia; Özyer, Tansel; Alhajj, Reda (Institute of Electrical and Electronics Engineers Inc., 2022)Artificial Intelligence and its sub-branches like Machine Learning (ML) and Deep Learning (DL) applications have the potential to have positive effects that can directly affect human life. Medical imaging provides a way ... -
A prediction approach for the functional effects of non-coding gene variants
Yurtdaş, Gözde; Aslan, Kağan; Özyer, Sibel Tarıyan; Özyer, Tansel; Kaya, Mehmet; Alhajj, Reda (Institute of Electrical and Electronics Engineers Inc., 2022)The aim of this study is to develop an approach for predicting the functional effects of variants of non-coding genes which have great importance in human genetics. Non-coding genes have formed a very vital field of study ... -
Predictions of drug metabolism pathways through CYP 3A4 enzyme by analysing drug-target interactions network graph
Albrijawi, M. Taleb; Ibrahim, Amrou Haj; Alhajj, Reda (Association for Computing Machinery, Inc., 2021)The available data of drugs and their targets has increased widely in recent years. Far from the traditional way of studying the drug-target interactions, we propose a network-based computational method to identify new ... -
Preface
Alhajj, Reda; Moshirpour, Mohammad; Far, Behrouz (Springer Science and Business Media Deutschland GmbH, 2020)... -
Real-time web-based International Flight Tickets Recommendation System via Apache Spark
Malkawi, Malek; Alhajj, Reda (Institute of Electrical and Electronics Engineers Inc., 2023)Traveling by airplane has become more popular with advanced technology. The tickets can be booked effortlessly via airlines corporation's online platforms. However, recommending the best airline ticket according to the ... -
Recent trends in emotion analysis: A big data analysis perspective
Özyer, Tansel; Ak, Duygu Selin; Alhajj, Reda (IEEE-Institute of Electrical and Electronics Engineers, 2020)Human action recognition has recently started to find its way into applications in different applications. Accordingly, human action recognition methods are becoming increasingly important in our daily life. They are used ... -
A review of computational drug repositioning: Strategies, approaches, opportunities, challenges, and directions
Jarada, Tamer N.; Rokne, Jon George; Alhajj, Reda (BMC, 2020)Drug repositioning is the process of identifying novel therapeutic potentials for existing drugs and discovering therapies for untreated diseases. Drug repositioning, therefore, plays an important role in optimizing the ... -
The role of machine learning in identifying students at-risk and minimizing failure
Pek, Reyhan Zeynep; Tarıyan Özyer, Sibel; Elhage, Tarek; Özyer, Tansel; Alhajj, Reda (IEEE-Institute of Electrical and Electronics Engineers Inc., 2023)Education is very important for students' future success. The performance of students can be supported by the extra assignments and projects given by the instructors for students with low performance. However, a major ... -
Serrate RNA effector molecule (SRRT) is associated with prostate cancer progression and is a predictor of poor prognosis in lethal prostate cancer
Gamallat, Yaser; Choudhry, Muhammad; Li, Qiaowang; Rokne, Jon George; Alhajj, Reda; Abdelsalam, Ramy; Ghosh, Sunita; Arbet, Jaron; Boutros, Paul C.; Bismar, Tarek A. (MDPI, 2023)Arsenite-resistance protein 2, also known as serrate RNA effector molecule (ARS2/SRRT), is known to be involved in cellular proliferation and tumorigenicity. However, its role in prostate cancer (PCa) has not yet been ... -
SNF-CVAE: Computational method to predict drug-disease interactions using similarity network fusion and collective variational autoencoder
Jarada, Tamer N.; Rokne, Jon G.; Alhajj, Reda (Elsevier, 2021)Drug repositioning is an emerging approach to identify novel therapeutic potentials for approved drugs and discover therapies for previously untreatable diseases. Drug repositioning has also attracted considerable attention ... -
SNF-NN: Computational method to predict drug-disease interactions using similarity network fusion and neural networks
Jarada, Tamer N.; Rokne, Jon G.; Alhajj, Reda S. (BioMed Central Ltd., 2021)Background: Drug repositioning is an emerging approach in pharmaceutical research for identifying novel therapeutic potentials for approved drugs and discover therapies for untreated diseases. Due to its time and cost ... -
A survey of machine learning-based methods for COVID-19 medical image analysis
Sailunaz, Kashfia; Özyer, Tansel; Rokne, Jon; Alhajj, Reda (Springer Science and Business Media Deutschland GmbH, 2023)The ongoing COVID-19 pandemic caused by the SARS-CoV-2 virus has already resulted in 6.6 million deaths with more than 637 million people infected after only 30 months since the first occurrences of the disease in December ... -
Transfer learning through weighted loss function and group normalization for vessel segmentation from retinal images
Sarhan, Abdullah; Rokne, Jon G.; Alhajj, Reda; Crichton, Andrew C.S. (Institute of Electrical and Electronics Engineers Inc., 2021)The vascular structure of blood vessels is important in diagnosing retinal conditions such as glaucoma and diabetic retinopathy. Accurate segmentation of these vessels can help in detecting retinal objects such as the optic ... -
Tweet and user validation with supervised feature ranking and rumor classification
Sailunaz, Kashfia; Kawash, Jalal; Alhajj, Reda (Springer, 2022)Filtering fake news from social network posts and detecting social network users who are responsible for generating and propagating these rumors have become two major issues with the increased popularity of social networking ... -
User's research interests based paper recommendation system: A deep learning approach
Bulut, Betül; Gündoğan, Esra; Kaya, Buket; Alhajj, Reda; Kaya, Mehmet (Springer International Publishing AG, 2020)... -
Utilizing a responsive web portal for studying disc tracing agreement in retinal images
Sarhan, Abdullah; Swift, Andrew J.; Gorner, Adam T.; Rokne, Jon G.; Alhajj, Reda; Docherty, Gavin; Crichton, Andrew C.S. (Public Library of Science, 2021)Glaucoma is a leading cause of blindness worldwide whose detection is based on multiple factors, including measuring the cup to disc ratio, retinal nerve fiber layer and visual field defects. Advances in image processing ... -
Utilizing digitized surveys for data collection: The case of developing countries
Sarhan, Abdullah; Addam, Omar; Rokne, Jone; Alhajj, Reda (Springer Science and Business Media Deutschland GmbH, 2021)A major concern for public and private organizations worldwide is to ensure that its constituents are healthy. However, the degree to which this is ensured differ from country to country and even from community/individual ... -
Utilizing transfer learning and a customized loss function for optic disc segmentation from retinal images
Sarhan, Abdullah; Al-Khaz’Aly, Ali; Gorner, Adam; Swift, Andrew J.; Rokne, Jon G.; Alhajj, Reda S.; Crichton, Andrew C.S. (Springer Science and Business Media Deutschland GmbH, 2021)Accurate segmentation of the optic disc from a retinal image is vital to extracting retinal features that may be highly correlated with retinal conditions such as glaucoma. In this paper, we propose a deep-learning based ...