Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

A document image classification system fusing deep and machine learning models

Omurca S. İ., Ekinci E., Sevim S., Edinç E. B., EKEN S., SAYAR A.
Applied Intelligence , vol.53, no.12, pp.15295-15310, 2023 (SCI-Expanded) identifier identifier

Comparative assessment of modeling deep learning networks for modeling ground-level ozone concentrations of pandemic lock-down period

Ekinci E., İLHAN OMURCA S., ÖZBAY B.
ECOLOGICAL MODELLING , vol.457, 2021 (SCI-Expanded) Sustainable Development identifier identifier identifier

Concept-LDA: Incorporating Babelfy into LDA for aspect extraction

Ekinci E., İLHAN OMURCA S.
Journal of Information Science , vol.46, no.3, pp.406-418, 2020 (SCI-Expanded) identifier identifier

Enhancement of the Heuristic Optimization Based on Extended Space Forests using Classifier Ensembles

KİLİMCİ Z. H., İLHAN OMURCA S.
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY , vol.17, no.2, pp.188-195, 2020 (SCI-Expanded) Creative Commons License identifier identifier identifier

NET-LDA: a novel topic modeling method based on semantic document similarity

Ekinci E., İLHAN OMURCA S.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.28, no.4, pp.2244-2260, 2020 (SCI-Expanded) identifier identifier

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

EKİNCİ E., İLHAN OMURCA S.
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY , no.16, 2018 (SCI-Expanded) Sustainable Development

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

Kilimci Z. H., Omurca S.
INFORMATION TECHNOLOGY AND CONTROL , vol.47, no.3, pp.457-470, 2018 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

A comparative study of production-inventory model for determining effective production quantity and safety stock level

Keskin G. A., Omurca S., Aydin N., Ekinci E.
APPLIED MATHEMATICAL MODELLING , vol.39, no.20, pp.6359-6374, 2015 (SCI-Expanded) identifier identifier

A Variant Perspective to Performance Appraisal System Fuzzy C Means Algorithm

ÖZKAN C., AYDIN KESKİN G., İLHAN OMURCA S.
International Journal Of Industrial Engineering-Theory Applications And Practice , vol.21, pp.168-178, 2014 (SCI-Expanded) identifier

An intelligent supplier evaluation, selection and development system

Omurca S.
APPLIED SOFT COMPUTING , vol.13, no.1, pp.690-697, 2013 (SCI-Expanded) Sustainable Development identifier identifier

Improved Fuzzy Art Method for Initializing K-means

Ilhan S., DURU N., Adali E.
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS , vol.3, no.3, pp.274-279, 2010 (SCI-Expanded) Creative Commons License identifier identifier

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

AYDIN KESKİN G., İLHAN OMURCA S., ÖZKAN C.
Expert Systems With Applications , vol.37, pp.1235-1240, 2010 (SCI-Expanded) identifier identifier

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

Ilhan S., Duru N.
SOFT COMPUTING , vol.11, no.2, pp.141-147, 2007 (SCI-Expanded) identifier identifier

Fuzzy logic based intelligent tool for databases

Ilhan S., Duru N.
KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS , vol.3682, pp.386-392, 2005 (SCI-Expanded) identifier

Articles Published in Other Journals

Multi-Class Document Image Classification using Deep Visual and Textual Features

Sevim S., Ekinci E., İLHAN OMURCA S., Edinc E. B., EKEN S., Erdem T., et al.
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS , vol.21, no.02, 2022 (ESCI) identifier identifier

An alternative word embedding approach for knowledge representation in online consumers’ reviews

EKİNCİ E., İLHAN OMURCA S.
Pamukkale University Journal of Engineering Sciences , 2022 (Peer-Reviewed Journal)

Classification of Chinese Number Patterns with Convolutional Neural Networks (CNN)

kayalı n. z., İLHAN OMURCA S.
Journal of Computer Science , pp.184-191, 2021 (Peer-Reviewed Journal)

Setting Reward Function of Sensor Based DDQN Model

kabataş M. G., İLHAN OMURCA S.
Avrupa Bilim ve Teknoloji Dergisi , 2021 (Peer-Reviewed Journal)

Automatic Detection of the Topics in Customer Complaints with Artificial Intelligence

İLHAN OMURCA S., EKİNCİ E., yakupoğlu e., arslan e., çapar b.
Balkan Journal of Electrical and Computer Engineering , vol.9, pp.268-277, 2021 (Peer-Reviewed Journal) identifier

Improve offensive language detection with ensemble classifiers

Ekinci E., Omurca S., Sevim S.
International Journal of Intelligent Systems and Applications in Engineering , vol.8, no.2, pp.109-115, 2020 (Scopus) Sustainable Development identifier

Tıp Veri Kümesi için Gizli Dirichlet Ayrımı

EKİNCİ E., İLHAN OMURCA S., Kırık E., taşçı ş.
Deu Muhendislik Fakultesi Fen ve Muhendislik , vol.22, no.64, pp.67-80, 2020 (Peer-Reviewed Journal)

Using Machine Learning Approaches forPrediction of the Types of Asthmatic Allergy across the Turkey

İLHAN OMURCA S., EKİNCİ E., Çakmak B., Özkan S. G.
DATA SCIENCE AND APPLICATIONS , vol.2, no.2, pp.8-12, 2019 (Peer-Reviewed Journal)

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

EKİNCİ E., İLHAN OMURCA S.
International Journal of Intelligent Systems and Applications in Engineering , vol.3, pp.209-213, 2018 (Peer-Reviewed Journal) Creative Commons License

The Impact of Enhanced Space Forests with Homogeneous ClassifierEnsembles

KİLİMCİ Z. H., İLHAN OMURCA S.
InternationalJournal of Intelligent Systems and Applications in Engineering , 2018 (Peer-Reviewed Journal) Sustainable Development

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

SEVİM S., İLHAN OMURCA S., EKİNCİ E.
International Journal of Information Technology and Computer Science , vol.10, pp.24-31, 2018 (Peer-Reviewed Journal) Creative Commons License

Ürün Özelliklerinin Konu Modelleme Yöntemi ile Çıkartılması

EKİNCİ E., İLHAN OMURCA S.
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi , vol.9, pp.51-58, 2017 (Peer-Reviewed Journal)

Design and Implementation of an Intelligent Mobile Game

EKİNCİ E., KAYA F., İLHAN OMURCA S.
International Journal of Modern Education and Computer Science , vol.9, pp.10-16, 2017 (Scopus) Creative Commons License

Multi-word Aspect Term Extraction Using Turkish User Reviews

EKİNCİ E., TÜRKMEN H., İLHAN OMURCA S.
International Journal of Computer Engineering and Information Technology , vol.9, pp.15-23, 2017 (Peer-Reviewed Journal)

Distributed Recommender Systems with Sentiment Analysis

Yengi Y., İLHAN OMURCA S.
European Journal of Science and Technology , vol.4, no.7, pp.51-57, 2016 (Peer-Reviewed Journal)

An Aspect Based Sentiment Analysis on Turkish Hotel Reviews

TÜRKMEN H., İLHAN OMURCA S., EKİNCİ E.
Girne American University Journal of Social and Applied Sciences , vol.6, pp.12-15, 2016 (Peer-Reviewed Journal)

A Turkish Wikipedia Text Summarization System for Mobile Devices

Akif H., İLHAN OMURCA S.
International Journal of Information Technology and Computer Science , vol.8, no.1, pp.1-10, 2016 (Peer-Reviewed Journal)

An Efficient Document Categorization Approach for Turkish Based Texts

İLHAN OMURCA S., Baş S., EKİNCİ E.
INTERNATİONAL JOURNAL OF INTELLİGENT SYSTEMS AND APPLİCATİONS İN ENGİNEERİNG , vol.3, no.1, pp.7-13, 2015 (Peer-Reviewed Journal)

Türkçe Metin Özetlemede Melez Modelleme

Akif H., İLHAN OMURCA S.
DOKUZ EYLÜL ÜNİVERSİTESİ MÜHENDİSLİK FAKÜLTESİFEN VE MÜHENDİSLİK DERGİSİ , vol.17, no.50, pp.1-14, 2015 (Peer-Reviewed Journal)

Lojistik Regresyonun Özellik Azaltma Teknikleri ile Gen Dizilimlerinin Sınıflandırılmasındaki Başarısı

Yeliz Y., İLHAN OMURCA S.
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi , vol.8, no.1, pp.1-12, 2015 (Peer-Reviewed Journal)

Bulanık Mantık Temelli Esnek Sorgulama Aracı

İLHAN OMURCA S., DURU N.
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi , no.1, pp.53-60, 2005 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Semantic Similarity Comparison of Production Line Failure Explanations In the Field of Predictive Maintenance

Tekgöz H., Koç K. Y., İLHAN OMURCA S., Topçu U., Çelik o.
ICAIAME 2022, 20 May 2022

Defect Detection on Steel Surface With Deep Active Learning Method on Fewer Data

Gölcük B., İLHAN OMURCA S.
ICAIAME 2022, 20 May 2022

Document Image Classification with Vision Transformers

Sevim S., Omurca S. İ. , Ekinci E.
1st International Congress of Electrical and Computer Engineering, ICECENG 2022, Bandirma, Turkey, 9 - 12 February 2022, vol.436 LNICST, pp.68-81 identifier

Estimation of Remaining Useful Life Based on Time Series Analysis

Tekgoz H., Omurca S. I., Koc K. Y.
7th International Conference on Computer Science and Engineering, UBMK 2022, Diyarbakır, Turkey, 14 - 16 September 2022, pp.273-277 Sustainable Development identifier

Setting Reward Function of Sensor Based DDQN Model

Kabataş M. G., İlhan Omurca S.
International Conference on Applied Engineering and Natural Sciences ICAENS 2021, Konya, Turkey, 1 - 03 November 2021, pp.1

Semantic Similarity Comparison of Word Representation Methods in the Field of Health

Tekgöz H., Çelenli H. İ., İlhan Omurca S.
UBMK 2021 (6. Uluslararası Bilgisayar Mühendisliği Konferansı) , 15 - 17 September 2021, pp.1

Comparative Analysis of Offline Recommendation Systems with Machine Learning Algorithms

Çelik E., İlhan Omurca S.
Global Conference on Engineering Research (GLOBCER’21), 2 - 05 June 2021, pp.649-659

Generating Classified Ad Product Image Titles with Image Captioning

Atıcı B., İlhan Omurca S.
International Conference on Artificial Intelligence and Applied Mathematics, Antalya, Turkey, 9 - 11 October 2020, pp.1

Dijital Dokümanların Anahtar Kelime Tabanlı Doğrulanması

şahin s., ardıç s., erdem t., gültekin a., EKİNCİ E., EKEN S., et al.
6. Ulusal Yüksek Başarımlı Hesaplama Konferansı, Turkey, 8 - 09 October 2020 Creative Commons License

Co-training ile Çoklu Görünümlü Doküman Sınıflandırma

SEVİM S., EKİNCİ E., İLHAN OMURCA S.
SIU 2020 - 28. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, 5 - 07 October 2020 identifier

Emotion Recognition with Wavelet Transforms from EEG Signals

ÇELİK E., ONAY DURDU P., İLHAN OMURCA S.
INTERNATIONALINFORMATICSandSOFTWARE ENGINEERINGCONFERENCE, 6 - 07 November 2019, pp.480-483 identifier

Using Machine Learning Techniques to Predict the Type of Asthmatic Allergy

İLHAN OMURCA S., EKİNCİ E., çakmak b., Özkan S. G.
The 2nd International Conference on Data Science and Applications, 3 - 06 October 2019, pp.50

Improving Parkinson's Disease Diagnosis with Machine Learning Methods

Celik E., Omurca S.
International Scientific Meeting on Electrical-Electronics and Biomedical Engineering and Computer Science (EBBT), İstanbul, Turkey, 24 - 26 April 2019 Sustainable Development identifier identifier

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

Kilimci Z. H., Akyokus S., İlhan Omurca S.
Elektrik-Elektronik ve Biyomedikal Mühendisliği Konferansı, Bursa, Turkey, 29 November - 01 December 2018, pp.1-6 Sustainable Development

Babelfy-Based Extraction of Collocations from Turkish Hotel Reviews

EKİNCİ E., İLHAN OMURCA S.
International Conference on Artificial Intelligence and Data Processing (IDAP 2018), Malatya, Turkey, 28 - 30 September 2018

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

Omurca S., Ekinci E.
2018 IEEE International Conference on Innovations in Intelligent Systems and Applications, INISTA 2018, Thessaloniki, Greece, 3 - 05 July 2018 identifier

A Comparative Study on Machine Learning Techniques Using Titanic Dataset

EKİNCİ E., İLHAN OMURCA S., ACUN N.
7th International Conference on Advanced Technologies, Antalya, Turkey, 28 April - 01 May 2018

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

Omurca S., Ekinci E.
IEEE (SMC) International Conference on Innovations in Intelligent Systems and Applications (INISTA), Thessaloniki, Greece, 3 - 05 July 2018 Sustainable Development identifier identifier

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

EKİNCİ E., TÜRKMEN H., İLHAN OMURCA S.
8th Language Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics, Poznan, Poland, 17 - 19 November 2017

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

Kilimci Z. H., İlhan Omurca S.
International Academic Conference on Engineering, IT and Artificial Intelligence, Praha, Czech Republic, 11 - 14 August 2017, pp.96-104 Sustainable Development

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

Kilimci Z. H., İlhan Omurca S.
World Conference on Innovation and Computer Science , Priştine, Kosova, 20 April 2017 - 22 April 2020, pp.1 Sustainable Development

Improvement of the Extended Space Forest with Homogeneous Classifier Ensembles using AntColony Optimization for Biomedicine Datasets

KİLİMCİ Z. H., İLHAN OMURCA S.
7th WORLD CONFERENCE on INNOVATION and COMPUTER SCIENCE (INSODE-2017), 20 - 22 April 2017 Sustainable Development

Extracting Implicit Aspects based on Latent Dirichlet Allocation

EKİNCİ E., İLHAN OMURCA S.
9th International Conference on Agents and Artificial Intelligence, Porto, Portugal, 24 - 26 February 2017

Product Aspect Detection in Customer Complaints by Using Latent Dirichlet Allocation

ATICI B., Omurca S., Ekinci E.
2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.250-254 Sustainable Development identifier identifier

An Annotated Corpus for Turkish Sentiment Analysis at Sentence Level

Omurca S., Ekinci E., Turkmen H.
2017 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 16 - 17 September 2017 Sustainable Development identifier identifier

The Evaluation of Heterogeneous Classifier Ensembles for Turkish Texts

Kilimci Z. H., Akyokus S., Omurca S.
IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Gdynia, Poland, 3 - 05 July 2017, pp.307-311 Sustainable Development identifier identifier

Yazılım Projelerinde Başarı Anahtarı Efor Tahmini

bilgin b., DURU N., İLHAN OMURCA S.
Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı, 20 - 23 October 2016

Success Key in Software Projects Effort Estimation

bilgin b., DURU N., İLHAN OMURCA S.
UBMK 2016, 20 - 23 October 2016

Multi word Aspect Extraction from User Reviews

EKİNCİ E., TÜRKMEN H., İLHAN OMURCA S.
6th WORLD CONFERENCE on INNOVATION and COMPUTER SCIENCE (INSODE-2016), Antalya, Turkey, 12 - 14 May 2016

The Effectiveness of Homogenous Ensemble Classifiers for Turkish and English Texts

Kilimci Z. H., Akyokus S., Omurca S.
International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Sinaia, Romania, 2 - 05 August 2016 Creative Commons License Sustainable Development identifier identifier

A Novel Method for Extracting Feature Opinion Pairs for Turkish

Turkmen H., Ekinci E., Omurca S.
17th International Conference on Artificial Intelligence - Methodology, Systems and Applications (AIMSA), Varna, Bulgaria, 7 - 10 September 2016, vol.9883, pp.162-171 identifier identifier

An Alternative Method for Sentiment Classification with ExpectationMaximization and Priority Aging

yeliz y., karayel m., İLHAN OMURCA S.
The Third International Symposium on Engineering, ArtificialIntelligence and Applications, 4 - 06 November 2015

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

Omurca S., Ekinci E.
International Symposium on Innovations in Intelligent SysTems and Applications (INISTA 2015), Madrid, Spain, 2 - 04 September 2015, pp.231-237 Sustainable Development identifier identifier

An Empirical Study for Turkish Sentiment Analysis by Machine Learning Methods

Hazal T., İLHAN OMURCA S.
International Conference on Advanced Technology & Sciences, Turkey, 12 - 15 August 2014

Decreasing Iteration Number of K medoids Algorithm with IFART

İLHAN OMURCA S., DURU N.
International Conference on Electrical and Electronics Engineering, Turkey, 1 - 04 December 2011

An Improved Method for Fuzzy Clustering

Ilhan S., DURU N.
5th International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control, Famagusta, CYPRUS, 2 - 04 September 2009, pp.188-191 identifier identifier

Imroved Fuzy Art and Rough Sets: A Hybrid Solution to Chracterize Clustered Data

İLHAN OMURCA S., DURU N.
INISTA 2009 Proceeding Book, International Symposium on INnovations in Intelligent SysTems and Applications, (2009), 02 September 2009

Imroved Fuzzy Arts for Clustering Patterns

İLHAN OMURCA S., DURU N.
PROCEEDING BOOK, 4th. INTERNATIONAL WORKSHOP "ON APPLICATIONS OF WAVELETS TO REAL WORLD PROBLEMS", IWW 2009, 02 September 2009

Improved Fuzzy Art and Rough Sets A Hybrid Solution to Characterize Clustered Data

İLHAN OMURCA S., DURU N.
International Symposium on Innovations in Intelligent Systems and Applications, Turkey, 29 June - 01 July 2009

Metin Madenciliği ile Soru Cevaplama Sistemi

İLHAN OMURCA S., DURU N., Şenol K., Sağır M.
ELEKTRİK - ELEKTRONİK ve BİLGİSAYAR MÜHENDİSLİĞİ SEMPOZYUMU, Turkey, 26 - 30 November 2008

Fuzzy Art Algoritması İle Etkin Bir Kümeleme Analizi

İLHAN OMURCA S., DURU N.
Bilimde Modern Yöntemler Sempozyumu, Turkey, 15 - 17 October 2008, vol.1, pp.273-280

An Alternative Method FOR Cell Formation Fuzzy Art

AYDIN KESKİN G., İLHAN OMURCA S., ÖZKAN C.
Operations Research, Germany, 5 - 07 September 2007

A Scholarship Evaluation Application Based on Decision Tree Induction

İLHAN OMURCA S., DURU N.
International Symposium on INnovations in Intelligent SysTems and Applications, 15 - 18 June 2005

Birliktelik Kurallarının Yapay Sinir Ağı Eğitiminde Kullanılması

ŞAHİN S., İLHAN OMURCA S., AKTAŞ K.
Bilimde Modern Yöntemler Sempozyumu, Turkey, 01 June 2005, pp.972-979

Öğrenci Başarısının Değerlendirilmesinde Kullanılacak Akıllı BirSorgulama Aracı

İLHAN OMURCA S., DURU N.
Akıllı Sistemlerde Yenilikler ve UygulamalarıSempozyumu, İstanbul, Turkey, 23 - 25 June 2004

Books & Book Chapters

Generating Classified Ad Product Image Titles with Image Captioning

Atıcı B., İlhan Omurca S.
in: Lecture Notes on Data Engineering and Communications Technologies, Hemanth J.,Yigit T.,Patrut B.,Angelopoulou A., Editor, Springer International Publishing, Dubendorf, pp.211-219, 2021

A Novel Method for Extracting Feature Opinion Pairs for Turkish

TÜRKMEN H., EKİNCİ E., İLHAN OMURCA S.
in: Lecture Notes in Artificial Intelligence, Dichev Christo, Agre Gennady, Editor, Springer International Publishing Switzerland, pp.162-171, 2016

A Novel Method for Extracting Feature Opinion Pairs for Turkish

Turkmen H., EKİNCİ E., İLHAN OMURCA S.
in: Artificial Intelligence Methodology Systems and Applications, Christo Dichev, Gennady Agre, Editor, Springer International Publishing, pp.162-171, 2016

Computer Simulation, Applications of Fuzzy Logic

İLHAN OMURCA S., DURU N.
in: PROCEEDING OF THE IV th INTERNATIONAL WORKSHOP ON APPLICATIONS OF WAVELETS TO REAL WORLD PROBLEMS, A. Hasan Siddiqi, Zafer Aslan, Nil Pembe Özer, Funda Dökmen, Nevcihan Duru, Hülya Kodal Sevindir, Editor, Kocaeli University, Ihsaniye Vocational School, pp.152-159, 2009

Metrics

Publication

86

Citation (WoS)

263

H-Index (WoS)

6

Citation (Scopus)

371

H-Index (Scopus)

8

Project

12

Thesis Advisory

6

Open Access

7
UN Sustainable Development Goals