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Gokhan Bakal
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Year
Exploiting semantic patterns over biomedical knowledge graphs for predicting treatment and causative relations
G Bakal, P Talari, EV Kakani, R Kavuluru
Journal of biomedical informatics 82, 189-199, 2018
712018
On quantifying diffusion of health information on Twitter
G Bakal, R Kavuluru
2017 IEEE EMBS International conference on biomedical & health informatics …, 2017
142017
Predicting treatment relations with semantic patterns over biomedical knowledge graphs
G Bakal, R Kavuluru
International Conference on Mining Intelligence and Knowledge Exploration …, 2015
122015
A year of papers using biomedical texts: findings from the section on natural language processing of the IMIA yearbook
N Grabar, C Grouin
Yearbook of medical informatics 28 (01), 218-222, 2019
82019
Non-negative matrix factorization for drug repositioning: experiments with the repoDB dataset
G Bakal, H Kilicoglu, R Kavuluru
AMIA Annual Symposium Proceedings 2019, 238, 2019
72019
An empirical study of sentiment analysis utilizing machine learning and deep learning algorithms
B Erkantarci, G Bakal
Journal of Computational Social Science, 1-17, 2023
32023
On comparative classification of relevant covid-19 tweets
G Bakal, O Abar
2021 6th International Conference on Computer Science and Engineering (UBMK …, 2021
32021
A comparative analysis on medical article classification using text mining & machine learning algorithms
B Kolukisa, BK Dedeturk, BA Dedeturk, A Gulsen, G Bakal
2021 6th International Conference on Computer Science and Engineering (UBMK …, 2021
32021
Building a challenging medical dataset for comparative evaluation of classifier capabilities
B Bozkurt, K Coskun, G Bakal
Computers in Biology and Medicine 178, 108721, 2024
2024
Document Classification with Contextually Enriched Word Embeddings
RS Mahmood, MG Bakal, A Akbaş
Balkan Journal of Electrical and Computer Engineering 12 (1), 90-97, 2024
2024
Machine Learning based Network Intrusion Detection with Hybrid Frequent Item Set Mining
M Firat, MG Bakal, A Akbaş
Journal of Polytechnic, 2024
2024
A Transfer Learning Application on the Reliability of Psychological Drugs' Comments
TÜ Şen, G Bakal
International Conference on Smart Communications and Networking (SmartNets), 1-6, 2023
2023
A Computational Drug Repositioning Effort using Patients’ Reviews Dataset
A Akkaya, G Bakal
International Conference on Smart Communications and Networking (SmartNets), 1-6, 2023
2023
BERT MODELİ İLE DUYGU ANALİZİ UYGULAMA ÖRNEĞİ
I Ozturk, G Bakal
VERİ MADENCİLİĞİNDE KULLANILAN SINIFLANDIRMA MODELLERİ VE R İLE UYGULAMALI …, 2022
2022
HİBRİT MODELLEME İLE SINIFLANDIRMA YAKLAŞIMI
G Bakal, I Ozturk
VERİ MADENCİLİĞİNDE KULLANILAN SINIFLANDIRMA MODELLERİ VE R İLE UYGULAMALI …, 2022
2022
On clustering covid-19 tweets with text mining perspective
Text Mining Applications Using Real-World Data in Python, 1-22, 2021
2021
Relation Prediction over Biomedical Knowledge Bases for Drug Repositioning
G Bakal
University of Kentucky, 2019
2019
On the predictive potential of graph patterns for biomedical relation extraction
G Bakal, S Wallace, R Kavuluru
AMIA, 2016
2016
A (RE-) TWEET COLLECTION FRAMEWORK FOR ANALYSIS OF INFORMATION PROPAGATION ON TWITTER
MG Bakal
University of Kentucky, 2014
2014
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Articles 1–19