Kurum Yazarı "Bakal, Gokhan" İçin Listeleme
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Building a challenging medical dataset for comparative evaluation of classifier capabilities
Bozkurt, Berat; Coskun, Kerem; Bakal, Gokhan (ELSEVIER, 2024)Since the 2000s, digitalization has been a crucial transformation in our lives. Nevertheless, digitalization brings a bulk of unstructured textual data to be processed, including articles, clinical records, web pages, and ... -
A Comparative Analysis on Medical Article Classification Using Text Mining & Machine Learning Algorithms
Kolukisa, Burak; Dedeturk, Bilge Kagan; Dedeturk, Beyhan Adanur; Gulşen, Abdulkadir; Bakal, Gokhan (Institute of Electrical and Electronics Engineers Inc., 2021)The document classification task is one of the widely studied research fields on multiple domains. The core motivation of the classification task is that the manual classification efforts are impractical due to the ... -
A Computational Drug Repositioning Effort using Patients' Reviews Dataset
Akkaya, Ali; Bakal, Gokhan (Institute of Electrical and Electronics Engineers Inc., 2023)The drug discovery process is one of the core motivations in both medical and, specifically, pharmaceutical disciplines. Due to the nature of the process, it requires an excessive amount of time, clinical experiments, ... -
An empirical study of sentiment analysis utilizing machine learning and deep learning algorithms
Erkantarci, Betul; Bakal, Gokhan (SPRINGER, 2023)Among text-mining studies, one of the most studied topics is the text classifcation task applied in various domains, including medicine, social media, and academia. As a sub-problem in text classifcation, sentiment ... -
On Comparative Classification of Relevant Covid-19 Tweets
Bakal, Gokhan; Abar, Orhan (Institute of Electrical and Electronics Engineers Inc., 2021)Due to the impressive information dissemination power of social networks such as Twitter, people tend to check social networks and Web pages more than other traditional news sources, including newspapers, TV news programs, ... -
A Transfer Learning Application on the Reliability of Psychological Drugs' Comments
Sen, Tarik Uveys; Bakal, Gokhan (Institute of Electrical and Electronics Engineers Inc., 2023)As digitalization and the Internet stay emerging concepts by gaining popularity, the accuracy of personal reviews/opinions will be a critical issue. This circumstance also particularly applies to patients taking psychological ...
