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, ss.79-87, 2020 (SCI Expanded İndekslerine Giren Dergi)

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 Expanded İndekslerine Giren Dergi)

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

INFORMATION TECHNOLOGY AND CONTROL, cilt.47, ss.457-470, 2018 (SCI İndekslerine Giren Dergi)

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)

Diğer Dergilerde Yayınlanan Makaleler

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

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

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Deep Learning Based Financial Sentiment Analysis for Predicting Direction of Stocks using Twitter

International Conference on Innovative and Intelligent Technologies, İstanbul, Türkiye, 5 - 06 Aralık 2019, ss.5-10

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 Turkish Text Classification

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

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

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

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

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

Evaluation of classification models for language processing

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

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

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