Kurum Yazarı "Alhajj, Reda" Computer Engineering İçin Listeleme
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Lstm-driven drug design using selfies for target-focused de novo generation of hiv-1 protease inhibitor candidates for aids treatment
Albrijawi, M. Taleb; Alhajj, Reda (2024)The battle against viral drug resistance highlights the need for innovative approaches to replace time-consuming and costly traditional methods. Deep generative models offer automation potential, especially in the fight ... -
Matching applicants with positions for better allocation of employees in the job market
Elgammal, Ziad; Barmu, Abdullah; Hassan, Hamza; Elgammal, Khaled; Özyer, Tansel; Alhajj, Reda (IEEE (Institute of Electrical and Electronics Engineers), 2021)Nowadays most people who are looking for a job use the Internet, visiting websites like Linkedin or Indeed so they must face hundreds of recruitment companies and job ads. The process of applying for a job is time consuming ... -
MCNN-LSTM: Combining CNN and LSTM to classify multi-class text in imbalanced news data
Hasib, Khan Md; Azam, Sami; Karim, Asif; Marouf, Ahmed Al; Shamrat, F. M. Javed Mehedi; Montaha, Sidratul; Yeo, Kheng Cher; Jonkman, Mirjam; Alhajj, Reda; Rokne, Jon G. (Institute of Electrical and Electronics Engineers Inc., 2023)Searching, retrieving, and arranging text in ever-larger document collections necessitate more efficient information processing algorithms. Document categorization is a crucial component of various information processing ... -
Moderation of services’ EKC through transportation competitiveness: PQR model in global prospective
Sardar, Muhammad Shahzad; Asghar, Nabila; Munir, Mubbasher; Alhajj, Reda (MDPI, 2023)The continuously increasing GHG emissions have created environmental pollution and several challenges to ecosystems and biodiversity. The challenges of climate change are multipronged, resulting in melting glaciers, flash ... -
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 ... -
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 ... -
A survey of artificial intelligence/machine learning-based trends for prostate cancer analysis
Different types of cancer are more commonly encountered recently. This may be attributed to a variety of reasons, including heredity, changes in the living conditions (food, drinks, pollution, etc.), advancement in technology ... -
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 ... -
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 ...