Prof. Dr. SEVİNÇ İLHAN OMURCA

Makaleler 40

1. Prediction of pathological grade in prostate cancer: an ensemble deep learning-based whole slide image classification model

Korkmaz Erdem G., Omurca S., Cakir E. B., Bayrak B.

EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS , cilt.234, sa.15, ss.4829-4842, 2025 (SCI-Expanded, Scopus)

2. A Novel Framework Leveraging Social Media Insights to Address the Cold-Start Problem in Recommendation Systems

Celik E., İLHAN OMURCA S.

Journal of Theoretical and Applied Electronic Commerce Research , cilt.20, sa.3, 2025 (SSCI)

3. Evaluation performance of electro-oxidation for removal of TOC from printing ink effluents: ANN modeling approach

SAYIN F. E., ÖZBAY B., GENGEÇ E., İLHAN OMURCA S., ÖZBAY İ.

JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING , cilt.13, sa.3, 2025 (SCI-Expanded)

4. ParallelCVAE: A Parallel CVAE Mechanism for Multi-Turn Dialog Response Generation Model

Sevim S., İLHAN OMURCA S., Ekinci E.

IEEE Access , cilt.13, ss.189315-189328, 2025 (SCI-Expanded, Scopus)

5. Evaluation-Focused Multidimensional Score for Turkish Abstractive Text Summarization

kayalı n. z., İLHAN OMURCA S.

Sakarya University Journal of Computer and Information Sciences (Online) , cilt.7, sa.3, ss.346-360, 2024 (Scopus)

6. Skip-Gram and Transformer Model for Session-Based Recommendation

Celik E., İLHAN OMURCA S.

APPLIED SCIENCES-BASEL , cilt.14, sa.14, 2024 (SCI-Expanded)

7. Application of machine learning algorithms and feature selection methods for better prediction of sludge production in a real advanced biological wastewater treatment plant

Ekinci E., ÖZBAY B., İLHAN OMURCA S., SAYIN F. E., ÖZBAY İ.

JOURNAL OF ENVIRONMENTAL MANAGEMENT , cilt.348, 2023 (SCI-Expanded)

8. 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 , cilt.53, sa.12, ss.15295-15310, 2023 (SCI-Expanded)

9. Semantic Similarity Comparison Between Production Line Failures for Predictive Maintenance

Tekgöz h., İLHAN OMURCA S., koç K. y., topçu u., Çelik O.

International Conference on Artificial Intelligence and Applied Mathematics in Engineering , cilt.3, sa.1, ss.1-12, 2023 (Hakemli Dergi)

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

EKİNCİ E., İLHAN OMURCA S.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.29, ss.220-229, 2023 (ESCI)

11. 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 , cilt.21, sa.02, 2022 (ESCI)

12. 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 , cilt.457, 2021 (SCI-Expanded) Sürdürülebilir Kalkınma

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

kayalı n. z., İLHAN OMURCA S.

Journal of Computer Science , ss.184-191, 2021 (Hakemli Dergi)

14. 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 , cilt.9, ss.268-277, 2021 (Hakemli Dergi)

15. Setting Reward Function of Sensor Based DDQN Model

kabataş M. G., İLHAN OMURCA S.

Avrupa Bilim ve Teknoloji Dergisi , 2021 (Hakemli Dergi)

16. Concept-LDA: Incorporating Babelfy into LDA for aspect extraction

Ekinci E., İLHAN OMURCA S.

Journal of Information Science , cilt.46, sa.3, ss.406-418, 2020 (SCI-Expanded)

17. Improve offensive language detection with ensemble classifiers

Ekinci E., Omurca S., Sevim S.

International Journal of Intelligent Systems and Applications in Engineering , cilt.8, sa.2, ss.109-115, 2020 (Scopus) Sürdürülebilir Kalkınma

18. 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 , cilt.17, sa.2, ss.188-195, 2020 (SCI-Expanded)

19. Tıp Veri Kümesi için Gizli Dirichlet Ayrımı

EKİNCİ E., İLHAN OMURCA S., Kırık E., taşçı ş.

Deu Muhendislik Fakultesi Fen ve Muhendislik , cilt.22, sa.64, ss.67-80, 2020 (Hakemli Dergi)

20. 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 , cilt.28, sa.4, ss.2244-2260, 2020 (SCI-Expanded)

21. 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 , cilt.2, sa.2, ss.8-12, 2019 (Hakemli Dergi)

22. 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 , cilt.3, ss.209-213, 2018 (Hakemli Dergi)

23. The Impact of Enhanced Space Forests with Homogeneous ClassifierEnsembles

KİLİMCİ Z. H., İLHAN OMURCA S.

InternationalJournal of Intelligent Systems and Applications in Engineering , 2018 (Hakemli Dergi) Sürdürülebilir Kalkınma

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

Kilimci Z. H., Omurca S.

INFORMATION TECHNOLOGY AND CONTROL , cilt.47, sa.3, ss.457-470, 2018 (SCI-Expanded)

25. 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 , cilt.10, ss.24-31, 2018 (Hakemli Dergi)

26. Ürün Özelliklerinin Konu Modelleme Yöntemi ile Çıkartılması

EKİNCİ E., İLHAN OMURCA S.

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

27. Design and Implementation of an Intelligent Mobile Game

EKİNCİ E., KAYA F., İLHAN OMURCA S.

International Journal of Modern Education and Computer Science , cilt.9, ss.10-16, 2017 (Scopus)

28. Multi-word Aspect Term Extraction Using Turkish User Reviews

EKİNCİ E., TÜRKMEN H., İLHAN OMURCA S.

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

29. Distributed Recommender Systems with Sentiment Analysis

Yengi Y., İLHAN OMURCA S.

European Journal of Science and Technology , cilt.4, sa.7, ss.51-57, 2016 (Hakemli Dergi)

30. 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 , cilt.6, ss.12-15, 2016 (Hakemli Dergi)

31. A Turkish Wikipedia Text Summarization System for Mobile Devices

Akif H., İLHAN OMURCA S.

International Journal of Information Technology and Computer Science , cilt.8, sa.1, ss.1-10, 2016 (Hakemli Dergi)

32. 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 , cilt.39, sa.20, ss.6359-6374, 2015 (SCI-Expanded)

33. Lojistik Regresyonun Özellik Azaltma Teknikleri ile Gen Dizilimlerinin Sınıflandırılmasındaki Başarısı

Yeliz Y., İLHAN OMURCA S.

Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi , cilt.8, sa.1, ss.1-12, 2015 (Hakemli Dergi)

34. Türkçe Metin Özetlemede Melez Modelleme

Akif H., İLHAN OMURCA S.

DOKUZ EYLÜL ÜNİVERSİTESİ MÜHENDİSLİK FAKÜLTESİFEN VE MÜHENDİSLİK DERGİSİ , cilt.17, sa.50, ss.1-14, 2015 (Hakemli Dergi)

35. 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 , cilt.3, sa.1, ss.7-13, 2015 (Hakemli Dergi)

36. An intelligent supplier evaluation, selection and development system

Omurca S.

APPLIED SOFT COMPUTING , cilt.13, sa.1, ss.690-697, 2013 (SCI-Expanded) Sürdürülebilir Kalkınma

37. Improved Fuzzy Art Method for Initializing K-means

Ilhan S., DURU N., Adali E.

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS , cilt.3, sa.3, ss.274-279, 2010 (SCI-Expanded)

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

Ilhan S., Duru N.

SOFT COMPUTING , cilt.11, sa.2, ss.141-147, 2007 (SCI-Expanded)

39. Fuzzy logic based intelligent tool for databases

Ilhan S., Duru N.

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

40. Bulanık Mantık Temelli Esnek Sorgulama Aracı

İLHAN OMURCA S., DURU N.

Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi , sa.1, ss.53-60, 2005 (Hakemli Dergi)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 63

1. AI-Based Digitization of Product Inspection Forms with LLMs and Document Intelligence

Taşyürek E. Y., İLHAN OMURCA S., Damar T. P., Çakıl L., Gerçeker E., Yılmaz Ç., et al.

6th International Conference on Communications, Information, Electronic and Energy Systems (CIEES), Bulgaristan, 26 Ekim 2025, (Tam Metin Bildiri)

2. Automated Scoliosis Diagnosis: Integrating Spine Segmentation for Lenke Classification

temel e., KORKMAZ ERDEM G., İLHAN OMURCA S.

International Conference on Computer Science and Engineering (UBMK), Türkiye, 17 Eylül 2025, (Tam Metin Bildiri)

3. Evaluating Vision Language Models for Temporally Consistent Object Counting in Smart-Factory Videos

Gölcük B., İLHAN OMURCA S.

International Conference on Computer Science and Engineering (UBMK), Türkiye, 17 - 21 Eylül 2025, (Tam Metin Bildiri)

4. Glaucoma Classification Using Transfer Learning Based Convolutional Neural Networks

Karabacak K., Korkmaz Erdem G., İlhan Omurca S.

International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME'24), Warszawa, Polonya, 26 - 28 Eylül 2024, ss.55-69, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

5. Screen-cam Resistant Watermarking for Turkish Document Images

Taşyürek E. Y., Özcan A. H., İLHAN OMURCA S., Gerçeker E., Kara H.

7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, ICHORA 2025, Ankara, Türkiye, 23 - 24 Mayıs 2025, (Tam Metin Bildiri)

6. Developing Open-Domain Dialogue Systems Using xLSTM

SEVİM S., İLHAN OMURCA S.

3rd INTERNATIONAL CONGRESS OF ELECTRICAL AND COMPUTER ENGINEERING (ICECENG'24), 27 - 29 Kasım 2024, (Tam Metin Bildiri)

7. Application of Transfer Learning in Convolutional Neural Networks for Knee Osteoporosis Classification

KORKMAZ ERDEM G., İLHAN OMURCA S.

3rd INTERNATIONAL CONGRESS OF ELECTRICAL AND COMPUTER ENGINEERING (ICECENG'24), 27 - 29 Kasım 2024, (Tam Metin Bildiri)

8. Turkish Fake News Prediction with Word Embeddings and Transformer based Classifiers

Tunca S., altun ş. m., İLHAN OMURCA S., KURT PEHLİVANOĞLU M.

3rd INTERNATIONAL CONGRESS OF ELECTRICAL AND COMPUTER ENGINEERING (ICECENG'24), 27 Kasım 2024, (Tam Metin Bildiri)

9. Skip-Gram Adapted for Session-Based Recommendation Systems

ÇELİK E., İLHAN OMURCA S.

International Conference on Engineering Technologies (ICENTE’24), Konya, Türkiye, 21 - 23 Kasım 2024, (Tam Metin Bildiri)

10. HTV-News: A New Dataset with High Novelty Rate for Turkish Text Summarization

KAYALI N. Z., İLHAN OMURCA S.

International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 26 - 28 Ekim 2024, (Tam Metin Bildiri)

11. Hybrid Tokenization Strategy for Turkish Abstractive Text Summarization

Kayalı N. Z., İlhan Omurca S.

2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), 21 - 22 Eylül 2024, cilt.11, ss.1-10, (Tam Metin Bildiri)

12. Turkish Document Image Classification

Nar M. T., Durukan G., Özcan A., Çakıl L., Kara H., İlhan Omurca S.

International Conference on Advanced Engineering, Technology and Applications (ICAETA), Catania, İtalya, 24 - 25 Mayıs 2024, ss.1, (Tam Metin Bildiri)

13. Enhancing Agile Effort Estimation: An NLP Approach for Software Requirements Analysis

Catak T., Durdu P., İLHAN OMURCA S.

6th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2024, İstanbul, Türkiye, 23 - 25 Mayıs 2024, (Tam Metin Bildiri)

14. Turkish and English Datasets in Paraphrase Generation Task with BART Model

Tekgöz H., İLHAN OMURCA S.

International Conference on Engineering Technologies (ICENTE’23), Konya, Türkiye, 23 Kasım 2023, (Tam Metin Bildiri)

15. Breakdown Prediction with Machine Learning Methods

MURZAEVA A., İLHAN OMURCA S., Özsoy B., Koç K. Y., Deniz E., GÜNDOĞDU M.

International Conference on Engineering Technologies (ICENTE’23), Konya, Türkiye, 23 Kasım 2023, (Tam Metin Bildiri)

16. Offensive Language Detection in Social Media for Turkish Language

acar a. n., İLHAN OMURCA S.

IEEE - UBMK-2023 VIII. Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı, 13 Eylül 2023, (Tam Metin Bildiri)

17. Generating Image Captions Using Deep Neural Networks

Ertuğrul M. A. C., İlhan Omurca S.

IEEE - UBMK-2023 VIII. Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı, Burdur, Türkiye, 13 - 15 Eylül 2023, ss.1-5, (Tam Metin Bildiri)

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

Gölcük B., İLHAN OMURCA S.

ICAIAME 2022, 20 Mayıs 2022, (Özet Bildiri)

19. 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 Mayıs 2022, (Özet Bildiri)

20. AĞ TRAFİĞİNİN MAKİNE ÖĞRENMESİ YÖNTEMLERİ İLE SINIFLANDIRILMASI

GENÇTÜRK T. H., Vatansever Y., İLHAN OMURCA S., KAYA GÜLAĞIZ F.

International Informatics Congress (IIC2022), Batman, Türkiye, 17 Şubat 2022, ss.531-540, (Tam Metin Bildiri)

21. Document Image Classification with Vision Transformers

Sevim S., Omurca S. İ., Ekinci E.

1st International Congress of Electrical and Computer Engineering, ICECENG 2022, Bandirma, Türkiye, 9 - 12 Şubat 2022, cilt.436 LNICST, ss.68-81, (Tam Metin Bildiri)

22. 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, Türkiye, 14 - 16 Eylül 2022, ss.273-277, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

23. 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, Türkiye, 1 - 03 Kasım 2021, ss.1, (Özet Bildiri)

24. 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 Eylül 2021, ss.1, (Tam Metin Bildiri)

25. Comparative Analysis of Offline Recommendation Systems with Machine Learning Algorithms

Çelik E., İlhan Omurca S.

Global Conference on Engineering Research (GLOBCER’21), 2 - 05 Haziran 2021, ss.649-659, (Tam Metin Bildiri)

26. Generating Classified Ad Product Image Titles with Image Captioning

Atıcı B., İlhan Omurca S.

International Conference on Artificial Intelligence and Applied Mathematics, Antalya, Türkiye, 9 - 11 Ekim 2020, ss.1, (Tam Metin Bildiri)

27. 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, Türkiye, 8 - 09 Ekim 2020, (Tam Metin Bildiri)

28. 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 Ekim 2020, (Tam Metin Bildiri)

29. Emotion Recognition with Wavelet Transforms from EEG Signals

ÇELİK E., ONAY DURDU P., İLHAN OMURCA S.

INTERNATIONALINFORMATICSandSOFTWARE ENGINEERINGCONFERENCE, 6 - 07 Kasım 2019, ss.480-483, (Tam Metin Bildiri)

30. 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 Ekim 2019, ss.50, (Özet Bildiri)

31. 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, Türkiye, 24 - 26 Nisan 2019, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

32. 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, Türkiye, 29 Kasım - 01 Aralık 2018, ss.1-6, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

33. 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, Türkiye, 28 - 30 Eylül 2018, (Tam Metin Bildiri)

34. 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, Yunanistan, 3 - 05 Temmuz 2018, (Tam Metin Bildiri)

35. A Comparative Study on Machine Learning Techniques Using Titanic Dataset

EKİNCİ E., İLHAN OMURCA S., ACUN N.

7th International Conference on Advanced Technologies, Antalya, Türkiye, 28 Nisan - 01 Mayıs 2018, (Tam Metin Bildiri)

36. 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, Yunanistan, 3 - 05 Temmuz 2018, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

37. 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, Polonya, 17 - 19 Kasım 2017, (Tam Metin Bildiri)

38. 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, Çek Cumhuriyeti, 11 - 14 Ağustos 2017, ss.96-104, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

39. 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 Nisan 2017 - 22 Nisan 2020, ss.1, (Özet Bildiri) Sürdürülebilir Kalkınma

40. 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 Nisan 2017, (Özet Bildiri) Sürdürülebilir Kalkınma

41. Extracting Implicit Aspects based on Latent Dirichlet Allocation

EKİNCİ E., İLHAN OMURCA S.

9th International Conference on Agents and Artificial Intelligence, Porto, Portekiz, 24 - 26 Şubat 2017, (Tam Metin Bildiri)

42. 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, Polonya, 3 - 05 Temmuz 2017, ss.307-311, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

43. 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, Türkiye, 16 - 17 Eylül 2017, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

44. 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, Türkiye, 5 - 08 Ekim 2017, ss.250-254, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

45. Success Key in Software Projects Effort Estimation

bilgin b., DURU N., İLHAN OMURCA S.

UBMK 2016, 20 - 23 Ekim 2016, (Tam Metin Bildiri)

46. Yazılım Projelerinde Başarı Anahtarı Efor Tahmini

bilgin b., DURU N., İLHAN OMURCA S.

Uluslararası Bilgisayar Bilimleri ve Mühendisliği Konferansı, 20 - 23 Ekim 2016, (Tam Metin Bildiri)

47. 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, Türkiye, 12 - 14 Mayıs 2016, (Özet Bildiri)

48. 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, Romanya, 2 - 05 Ağustos 2016, (Tam Metin Bildiri)

49. 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, Bulgaristan, 7 - 10 Eylül 2016, cilt.9883, ss.162-171, (Tam Metin Bildiri)

50. 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 Kasım 2015, (Özet Bildiri)

51. 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, İspanya, 2 - 04 Eylül 2015, ss.231-237, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

52. An Empirical Study for Turkish Sentiment Analysis by Machine Learning Methods

Hazal T., İLHAN OMURCA S.

International Conference on Advanced Technology & Sciences, Türkiye, 12 - 15 Ağustos 2014, (Tam Metin Bildiri)

53. Decreasing Iteration Number of K medoids Algorithm with IFART

İLHAN OMURCA S., DURU N.

International Conference on Electrical and Electronics Engineering, Türkiye, 1 - 04 Aralık 2011, (Tam Metin Bildiri)

54. 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 Eylül 2009, ss.188-191, (Tam Metin Bildiri)

55. 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 Eylül 2009, (Tam Metin Bildiri)

56. 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 Eylül 2009, (Tam Metin Bildiri)

57. 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, Türkiye, 29 Haziran - 01 Temmuz 2009, (Tam Metin Bildiri)

58. Metin Madenciliği ile Soru Cevaplama Sistemi

İLHAN OMURCA S., DURU N., Şenol K., Sağır M.

ELEKTRİK - ELEKTRONİK ve BİLGİSAYAR MÜHENDİSLİĞİ SEMPOZYUMU, Türkiye, 26 - 30 Kasım 2008

59. Fuzzy Art Algoritması İle Etkin Bir Kümeleme Analizi

İLHAN OMURCA S., DURU N.

Bilimde Modern Yöntemler Sempozyumu, Türkiye, 15 - 17 Ekim 2008, cilt.1, ss.273-280, (Tam Metin Bildiri)

60. An Alternative Method FOR Cell Formation Fuzzy Art

AYDIN KESKİN G., İLHAN OMURCA S., ÖZKAN C.

Operations Research, Almanya, 5 - 07 Eylül 2007, (Özet Bildiri)

61. 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 Haziran 2005

62. Birliktelik Kurallarının Yapay Sinir Ağı Eğitiminde Kullanılması

ŞAHİN S., İLHAN OMURCA S., AKTAŞ K.

Bilimde Modern Yöntemler Sempozyumu, Türkiye, 01 Haziran 2005, ss.972-979, (Tam Metin Bildiri)

63. Öğrenci Başarısının Değerlendirilmesinde Kullanılacak Akıllı BirSorgulama Aracı

İLHAN OMURCA S., DURU N.

Akıllı Sistemlerde Yenilikler ve UygulamalarıSempozyumu, İstanbul, Türkiye, 23 - 25 Haziran 2004, (Tam Metin Bildiri)

Kitaplar 5

1. Defect Detection on Steel Surface with Deep Active Learning Methods on Fewer Data

Gölcük B., İLHAN OMURCA S.

Engineering Cyber-Physical Systems and Critical Infrastructures, D.Jude Hemanth, Tuncay Yiğit, Utku Köse, Uğur Güvenç, Editör, Springer, ss.549-559, 2023

2. Generating Classified Ad Product Image Titles with Image Captioning

Atıcı B., İlhan Omurca S.

Lecture Notes on Data Engineering and Communications Technologies, Hemanth J.,Yigit T.,Patrut B.,Angelopoulou A., Editör, Springer International Publishing, Dubendorf, ss.211-219, 2021

3. A Novel Method for Extracting Feature Opinion Pairs for Turkish

TÜRKMEN H., EKİNCİ E., İLHAN OMURCA S.

Lecture Notes in Artificial Intelligence, Dichev Christo, Agre Gennady, Editör, Springer International Publishing Switzerland, ss.162-171, 2016

4. A Novel Method for Extracting Feature Opinion Pairs for Turkish

Turkmen H., EKİNCİ E., İLHAN OMURCA S.

Artificial Intelligence Methodology Systems and Applications, Christo Dichev, Gennady Agre, Editör, Springer International Publishing, ss.162-171, 2016

5. Computer Simulation, Applications of Fuzzy Logic

İLHAN OMURCA S., DURU N.

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, Editör, Kocaeli University, Ihsaniye Vocational School, ss.152-159, 2009

Metrikler

Yayın

109

Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

178

H-İndeks (WoS)

Atıf (Scopus)

275

H-İndeks (Scopus)

Atıf (Scholar)

H-İndeks (Scholar)

Atıf (TrDizin)

H-İndeks (TrDizin)

Atıf (Diğer Toplam)

Proje

Tez Danışmanlığı

Açık Erişim

BM Sürdürülebilir Kalkınma Amaçları

Yayınlar & Eserler

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

H-İndeks (WoS)

Atıf (Scopus)

H-İndeks (Scopus)

Atıf (Scholar)

H-İndeks (Scholar)

Atıf (TrDizin)

H-İndeks (TrDizin)

Atıf (Diğer Toplam)

Proje

Tez Danışmanlığı

Açık Erişim