Yayınlar & Eserler

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Concept-LDA: Incorporating Babelfy into LDA for aspect extraction

Journal of Information Science, 2019 (SCI Expanded İndekslerine Giren Dergi) identifier

A New Approach for A Domain-Independent Turkish Sentiment Seed Lexicon Compilation

INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, no.9, 2018 (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) identifier identifier

A Variant Perspective to Performance Appraisal System Fuzzy C Means Algorithm

International Journal Of Industrial Engineering-Theory Applications And Practice, cilt.21, ss.168-178, 2014 (SCI Expanded İndekslerine Giren Dergi) identifier

An intelligent supplier evaluation, selection and development system

APPLIED SOFT COMPUTING, cilt.13, ss.690-697, 2013 (SCI İndekslerine Giren Dergi) identifier identifier

Improved Fuzzy Art Method for Initializing K-means

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, cilt.3, ss.274-279, 2010 (SCI İndekslerine Giren Dergi) identifier identifier

The Fuzzy ART algorithm A categorization method for supplier evaluation and selection

Expert Systems With Applications, cilt.37, ss.1235-1240, 2010 (SCI Expanded İndekslerine Giren Dergi) identifier identifier

A comparative study for crisp and fuzzy query by a software tool

SOFT COMPUTING, cilt.11, ss.141-147, 2007 (SCI İndekslerine Giren Dergi) identifier identifier

Fuzzy logic based intelligent tool for databases

KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, cilt.3682, ss.386-392, 2005 (SCI İndekslerine Giren Dergi) identifier

Diğer Dergilerde Yayınlanan Makaleler

An Aspect-Sentiment Pair Extraction Approach Based on Latent Dirichlet Allocation

International Journal of Intelligent Systems and Applications in Engineering, cilt.3, ss.209-213, 2018

An Ensemble Model using a BabelNet Enriched Document Space for Twitter Sentiment Classification

International Journal of Information Technology and Computer Science, cilt.10, ss.24-31, 2018

Ürün Özelliklerinin Konu Modelleme Yöntemi ile Çıkartılması

Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi, cilt.9, ss.51-58, 2017

Design and Implementation of an Intelligent Mobile Game

International Journal of Modern Education and Computer Science, cilt.9, ss.10-16, 2017 (Diğer Kurumların Hakemli Dergileri)

Multi-word Aspect Term Extraction Using Turkish User Reviews

International Journal of Computer Engineering and Information Technology, cilt.9, ss.15-23, 2017

An Aspect Based Sentiment Analysis on Turkish Hotel Reviews

Girne American University Journal of Social and Applied Sciences, cilt.6, ss.12-15, 2016

An Efficient Document Categorization Approach for Turkish Based Texts

INTERNATİONAL JOURNAL OF INTELLİGENT SYSTEMS AND APPLİCATİONS İN ENGİNEERİNG, cilt.3, ss.7-13, 2015 (Hakemli Üniversite Dergisi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Improving Parkinson's Disease Diagnosis with Machine Learning Methods

International Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science (EBBT), İstanbul, Türkiye, 24 - 26 Nisan 2019

Babelfy-Based Extraction of Collocations from Turkish Hotel Reviews

International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Türkiye, 28 - 30 September 2018

A Comparative Study on Machine Learning Techniques Using Titanic Dataset

7th International Conference on Advanced Technologies, Antalya, Türkiye, 28 April - 01 May 2018

Using Adjusted Laplace Smoothing to Extract Implicit Aspects from Turkish Hotel Reviews

IEEE (SMC) International Conference on Innovations in Intelligent Systems and Applications (INISTA), Thessaloniki, Yunanistan, 3 - 05 Temmuz 2018

Determining Multi Word Aspects by Using Apriori Algorithm and Syntactic Rules for Turkish Hotel Reviews

8th Language Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics, Poznan, Polonya, 17 - 19 November 2017

Extracting Implicit Aspects based on Latent Dirichlet Allocation

9th International Conference on Agents and Artificial Intelligence, Porto, Portekiz, 24 - 26 February 2017

Product Aspect Detection in Customer Complaints by Using Latent Dirichlet Allocation

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.250-254

An Annotated Corpus for Turkish Sentiment Analysis at Sentence Level

2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Türkiye, 16 - 17 Eylül 2017

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

Multi word Aspect Extraction from User Reviews

6th WORLD CONFERENCE on INNOVATION and COMPUTER SCIENCE (INSODE-2016), Antalya, Türkiye, 12 - 14 May 2016

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

A Novel Method for Extracting Feature Opinion Pairs for Turkish

17th International Conference on Artificial Intelligence - Methodology, Systems and Applications (AIMSA), Varna, Bulgaristan, 7 - 10 Eylül 2016, cilt.9883, ss.162-171

An Alternative Evaluation of Post Traumatic Stress Disorder with Machine Learning Methods

International Symposium on Innovations in Intelligent SysTems and Applications (INISTA 2015), Madrid, İspanya, 2 - 04 Eylül 2015, ss.231-237

An Improved Method for Fuzzy Clustering

5th International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control, Famagusta, CYPRUS, 2 - 04 Eylül 2009, ss.188-191

Birliktelik Kurallarının Yapay Sinir Ağı Eğitiminde Kullanılması

Bilimde Modern Yöntemler Sempozyumu, Türkiye, 01 Haziran 2005, ss.972-979

Kitap & Kitap Bölümleri

Lecture Notes in Artificial Intelligence

A Novel Method for Extracting Feature Opinion Pairs for Turkish, Dichev Christo, Agre Gennady, Editör, Springer International Publishing Switzerland, ss.162-171, 2016