Yazar "Özyer, Tansel" için listeleme
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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 ... -
A multi-modal emotion recognition system based on CNN-transformer deep learning technique
Karatay, Büşra; Beştepe, Deniz; Sailunaz, Kashfia; Özyer, Tansel; Alhajj, Reda (Institute of Electrical and Electronics Engineers Inc., 2022)Emotion analysis is a subject that researchers from various fields have been working on for a long time. Different emotion detection methods have been developed for text, audio, photography, and video domains. Automated ... -
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 ... -
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 ... -
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 ... -
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 ...