Yayınlar & Eserler

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Enhancement of the Heuristic Optimization Based Extended Space Forests with Classifier Ensembles

International Arab Journal Of Information Technology, cilt.17, sa.2, ss.79-87, 2020 (SCI Expanded İndekslerine Giren Dergi) Creative Commons License

Borsa tahmini için Derin Topluluk Modellleri (DTM) ile finansal duygu analizi

Journal Of The Faculty Of Engineering And Architecture Of Gazi University, cilt.35, ss.635-650, 2020 (SCI İndekslerine Giren Dergi) identifier

Extended Feature Spaces Based Classifier Ensembles for Sentiment Analysis of Short Texts

INFORMATION TECHNOLOGY AND CONTROL, cilt.47, sa.3, ss.457-470, 2018 (SCI İndekslerine Giren Dergi) Creative Commons License identifier identifier

Higher-Order Smoothing: A Novel Semantic Smoothing Method for Text Classification

JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, cilt.29, ss.376-391, 2014 (SCI İndekslerine Giren Dergi) identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

Derin öğrenme yöntemleri ve kelime yerleştirme modelleri kullanılarak Parkinson hastalığının duygu analiziyle değerlendirilmesi

Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, cilt.27, sa.2, ss.151-161, 2021 (Diğer Kurumların Hakemli Dergileri)

Sentiment Analysis Based Direction Prediction in Bitcoin using Deep Learning Algorithms and Word Embedding Models

International Journal of Intelligent Systems and Applications in Engineering, cilt.8, sa.2, ss.60-65, 2020 (Diğer Kurumların Hakemli Dergileri) Creative Commons License

The Impact of Enhanced Space Forests with Classifier Ensembles on Biomedical Dataset Classification

International Journal of Intelligent Systems and Applications in Engineering, cilt.6, sa.2, ss.144-150, 2018 (Diğer Kurumların Hakemli Dergileri)

The Impact of Enhanced Space Forests with Homogeneous ClassifierEnsembles

InternationalJournal of Intelligent Systems and Applications in Engineering, 2018 (Diğer Kurumların Hakemli Dergileri)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Stock Pattern Classification from Charts using Deep Learning Algorithms

International Symposium on Innovative Technologies in Engineering and Science, Bursa, Türkiye, 23 - 25 Ekim 2020, cilt.3, ss.445-454

The Evaluation of 5G technology from Sentiment Analysis Perspective in Twitter

Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, İstanbul, Türkiye, 15 - 17 Ekim 2020, ss.1-6

Sentiment Analysis Based Churn Prediction in Mobile Games using Word Embedding Models and Deep Learning Algorithms

International Conference on INnovations in Intelligent SysTems and Applications , Jablanički, Sırbistan, 24 - 26 Ağustos 2020, ss.1-7

Contentment Analysis of Telecom Customers in Turkey

International Conference on Data Science and Applications, İstanbul, Türkiye, 25 Haziran - 28 Temmuz 2020, ss.1-9

Analysis of Parkinson’s Disease using Deep Learning and Word Embedding Models

International Symposium on Innovative Technologies in Engineering and Science , Şanlıurfa, Türkiye, 22 - 24 Kasım 2019, ss.1-12

The Evaluation of Word Embedding Models and Deep Learning Algorithms for Text Classification

International Conference on Computer Science and Engineering, 11 - 15 Eylül 2019

The Evaluation of Word Embedding Models and Deep Learning Algorithms for Turkish Text Classification

4th International Conference on Computer Science and Engineering, UBMK 2019, Samsun, Türkiye, 11 - 15 Eylül 2019, ss.548-553 identifier

The Analysis of Text Categorization Represented with Word Embeddings Using Homogeneous Classifiers

2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2019, Sofija, Bulgaristan, 3 - 05 Temmuz 2019 identifier

The Impact of Extended Space Forests with Heterogeneous Classifier Ensembles on Turkish Texts

Elektrik-Elektronik ve Biyomedikal Mühendisliği Konferansı, Bursa, Türkiye, 29 Kasım - 01 Aralık 2018, ss.1-6

A Comparison of Extended Space Forests for Classifier Ensembles on Short Turkish Texts

International Academic Conference on Engineering, IT and Artificial Intelligence, Praha, Çek Cumhuriyeti, 11 - 14 Ağustos 2017, ss.96-104

Extended space forests with homogeneous classifier ensembles using heuristic optimization techniques for Biomedicine Dataset

World Conference on Innovation and Computer Science , Priştine, Kosova, 20 Nisan 2017 - 22 Nisan 2020, ss.1

The Evaluation of Heterogeneous Classifier Ensembles for Turkish Texts

IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Gdynia, Polonya, 3 - 05 Temmuz 2017, ss.307-311 identifier identifier

The Effectiveness of Homogenous Ensemble Classifiers for Turkish and English Texts

International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Sinaia, Romanya, 2 - 05 Ağustos 2016 Creative Commons License identifier identifier

N-Gram Pattern Recognition using Multivariate-Bernoulli Model with Smoothing Methods for Text Classification

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.597-600 identifier identifier

Evaluation of classification models for language processing

International Symposium on Innovations in Intelligent Systems and Applications, INISTA 2015, Madrid, İspanya, 2 - 04 Ağustos 2015 identifier

Exploiting Turkish Wikipedia as a semantic resource for text classification

International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2012, Trabzon, Türkiye, 2 - 04 Temmuz 2012 identifier

A Novel Semantic Smoothing Method based on Higher Order Paths for Text Classification

12th IEEE International Conference on Data Mining (ICDM), Brussels, Belçika, 10 - 13 Aralık 2012, ss.615-624 identifier identifier