Doç. Dr. ZEYNEP HİLAL KİLİMCİ

Makaleler 33

1. Advancing heart disease diagnosis with vision-based transformer architectures applied to ECG imagery

KİLİMCİ Z. H., Yalcin M., KÜÇÜKMANİSA A., Mishra A. K.

Image and Vision Computing , cilt.162, 2025 (SCI-Expanded)

2. Nondestructive Electrical Permittivity Detection Using ANN-Enhanced Microstrip Sensors

SONDAŞ A., UÇAR M. H. B., Hilal Kilimci Z. H.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT , cilt.74, 2025 (SCI-Expanded)

3. Evaluating raw waveforms with deep learning frameworks for speech emotion recognition

KİLİMCİ Z. H., Bayraktar Ü., KÜÇÜKMANİSA A.

Multimedia Tools and Applications , 2025 (SCI-Expanded)

4. ACP-ESM: A novel framework for classification of anticancer peptides using protein-oriented transformer approach

KİLİMCİ Z. H., Yalcin M.

Artificial Intelligence in Medicine , cilt.156, 2024 (SCI-Expanded)

5. Special issue on computing, intelligence and data analytics for wisdom (CIDA4Wisdom)

EKEN S., SOLAK S., UÇAR M. H. B., KİLİMCİ Z. H., Jamil A., Hameed A. A., et al.

EXPERT SYSTEMS , cilt.41, sa.8, 2024 (SCI-Expanded)

6. An efficient activity recognition model by integrating object recognition and image captioning with deep learning techniques for the visually impaired

KİLİMCİ Z. H., KÜÇÜKMANİSA A.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , cilt.39, sa.4, ss.2177-2186, 2024 (SCI-Expanded)

7. The Metaheuristic Optimization Techniques in Text Classification

Kaya C., KİLİMCİ Z. H., Uysal M., KAYA M.

International Journal of Computational and Experimental Science and Engineering , cilt.10, sa.2, ss.126-132, 2024 (Scopus)

8. Heart Disease Prediction with Machine Learning-Based Approaches

Küçükmanisa A., Kilimci Z. H.

Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.28, sa.1, ss.101-107, 2024 (Scopus)

9. Migrating birds optimization-based feature selection for text classification fi cation

Kaya C., KİLİMCİ Z. H., Uysal M., KAYA M.

PEERJ COMPUTER SCIENCE , cilt.10, ss.1-31, 2024 (SCI-Expanded)

10. A novel framework for mispronunciation detection of Arabic phonemes using audio-oriented transformer models

Çalık Ş. S., KÜÇÜKMANİSA A., KİLİMCİ Z. H.

APPLIED ACOUSTICS , cilt.215, 2023 (SCI-Expanded)

11. Detection of Fault from Acoustic Signals in Automobile Engines using Deep Learning Techniques

Erdoğan F. A., Küçükmanisa A., Kilimci Z. H.

Kocaeli Journal of Science and Engineering , cilt.6, sa.2, ss.148-154, 2023 (Hakemli Dergi)

12. An ensemble-based framework for mispronunciation detection of Arabic phonemes

Calık S. S., KÜÇÜKMANİSA A., KİLİMCİ Z. H.

Applied Acoustics , cilt.212, 2023 (SCI-Expanded)

13. Deep learning based hybrid gold index (XAU/USD) direction forecast model

Kantar O., KİLİMCİ Z. H.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , cilt.38, sa.2, ss.1117-1128, 2023 (SCI-Expanded)

14. Consolidation of Time Series Models for the Prediction of XUTEK Index and Technology Stocks in Istanbul Stock Exchange during Pandemic Period

Kilimci Z. H.

Kocaeli Journal of Science and Engineering , cilt.5, sa.2, ss.167-177, 2022 (Hakemli Dergi)

15. The Effectiveness of Homogeneous Classifier Ensembles on Customer Churn Prediction in Banking, Insurance, and Telecommunication Sectors

Kilimci Z. H.

International Journal of Computational and Experimental Science and Engineering , cilt.8, sa.3, ss.77-84, 2022 (Hakemli Dergi)

16. Special Issue on International Conference on Innovations in Intelligent Systems and Applications (INISTA 2021)

SOLAK S., KİLİMCİ Z. H., EKEN S.

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , cilt.34, sa.20, 2022 (SCI-Expanded)

17. Ensemble Regression-Based Gold Price (XAU/USD) Prediction

Kilimci Z. H.

Journal of Emerging Computer Technologies , cilt.2, sa.1, ss.7-12, 2022 (Hakemli Dergi)

18. Guest Editorial - Intelligent systems and their applications

KİLİMCİ Z. H., SOLAK S., EKEN S.

COMPUTER SCIENCE AND INFORMATION SYSTEMS , sa.2, 2022 (SCI-Expanded)

19. Prediction of user loyalty in mobile applications using deep contextualized word representations

KİLİMCİ Z. H.

JOURNAL OF INFORMATION AND TELECOMMUNICATION , cilt.6, sa.1, ss.43-62, 2022 (ESCI) Sürdürülebilir Kalkınma

20. Evaluation of Society Response to Violence against Women in Turkey via Twitter using Topic Modeling

Okkalı E., Atamtürk H., Kilimci Z. H.

Kocaeli Journal of Science and Engineering , cilt.4, sa.2, ss.104-112, 2021 (Hakemli Dergi) Sürdürülebilir Kalkınma

21. The Prediction of Chiral Metamaterial Resonance using Convolutional Neural Networks and Conventional Machine Learning Algorithms

Ural Yalçın A., Kilimci Z. H.

International Journal of Computational and Experimental Science and Engineering , cilt.7, sa.3, ss.156-163, 2021 (Hakemli Dergi)

22. Derin Öğrenme Modelleri ve Geleneksel Makine Öğrenme Algoritmaları Kullanarak Orman Yangını Tespitinin Kapsamlı Analizi

Kukuk S. B., Kilimci Z. H.

International Journal of Computational and Experimental Science and Engineering , cilt.7, sa.2, ss.84-94, 2021 (Hakemli Dergi) Sürdürülebilir Kalkınma

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

Çevik F., Kilimci Z. H.

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

24. Evaluation of Customer Satisfaction about Telecom Operators in Turkey by Analyzing Sentiments of Customers through Twitter

Kündüm D., Kilimci Z. H., Uysal M., Uysal O.

Data Science and Applications , cilt.3, sa.2, ss.15-20, 2020 (Hakemli Dergi)

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

Kilimci Z. H.

International Journal of Intelligent Systems and Applications in Engineering , cilt.8, sa.2, ss.60-65, 2020 (Scopus)

26. 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)

27. Mood Detection from Physical and Neurophysical Data Using Deep Learning Models

Kilimci Z. H., Guven A., Uysal M., Akyokus S.

COMPLEXITY , cilt.2019, 2019 (SCI-Expanded)

28. An Improved Demand Forecasting Model Using Deep Learning Approach and Proposed Decision Integration Strategy for Supply Chain

Kilimci Z. H., Akyuz A. O., Uysal M., Akyokus S., Uysal M. O., Bulbul B. A., et al.

COMPLEXITY , 2019 (SCI-Expanded)

29. 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

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

Kilimci Z. H., İlhan Omurca S.

International Journal of Intelligent Systems and Applications in Engineering , cilt.6, sa.2, ss.144-150, 2018 (Hakemli Dergi) Sürdürülebilir Kalkınma

31. 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)

32. Deep learning- and word embedding-based heterogeneous classifier ensembles for text classification

Kilimci Z. H., Akyokus S.

Complexity , cilt.2018, 2018 (SCI-Expanded)

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

Poyraz M., Kilimci Z. H., Ganiz M. C.

JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY , cilt.29, sa.3, ss.376-391, 2014 (SCI-Expanded)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 35

1. Deep Learning-Enabled Inventory Detection for Facility Management System

Bilgin E. S., KİLİMCİ Z. H.

12th IEEE Open Conference of Electrical, Electronic and Information Sciences, eStream 2025, Vilniaus, Litvanya, 24 Nisan 2025, (Tam Metin Bildiri)

2. Automatic Language Identification from Speech using Transformer-Based Models

Kilimci H., Kilinc H., KİLİMCİ Z. H.

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

3. Multi-Version YOLO-Based Inventory Detection for Automated Facility Management

Bilgin E. S., KİLİMCİ Z. H.

17th International Conference on Electronics, Computers and Artificial Intelligence, ECAI 2025, Targoviste, Romanya, 26 - 27 Haziran 2025, (Tam Metin Bildiri)

4. End-to-End Spoken Language Recognition Using Self-Attention Speech Models

Kilinc H. H., Kilimci H., KİLİMCİ Z. H.

17th International Conference on Electronics, Computers and Artificial Intelligence, ECAI 2025, Targoviste, Romanya, 26 - 27 Haziran 2025, (Tam Metin Bildiri)

5. Spoken Accent Detection in English Using Audio-Based Transformer Models

Öztürk O., Kilimci H., Kılınç H., Kilimci Z. H.

International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 26 - 28 Ekim 2024, ss.539-544, (Tam Metin Bildiri)

6. Degradation Detection on Voice Over Internet Protocol (VoIP) Calls Using Deep Learning Techniques

Kilimci H., Kılınç H., Kilimci Z. H.

International Conference on Electrical and Electronics Engineering (ICEEE), Muğla, Türkiye, 22 - 24 Nisan 2024, ss.426-433, (Tam Metin Bildiri)

7. Identifying Degradation in Voice over Internet Protocol (VoIP) Communications Through Audio-Based Transformer Models

Çetin B., Kılınç H., Kilimci H., Kilimci Z. H.

International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Türkiye, 7 - 09 Kasım 2024, ss.1-6, (Tam Metin Bildiri)

8. Sentiment Analysis of Hotel Reviews using Deep Learning Approaches

Amali F., Yiğit H., Kilimci Z. H.

8th Open International Conference 'Electrical, Electronic and Information Sciences' eStream 2024, Vilniaus, Litvanya, 25 Nisan 2024, ss.1-7, (Tam Metin Bildiri)

9. Classifying Anticancer Peptides Using Gated Recurrent Unit

Karakaya O., Kilimci Z. H.

2023 7th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Türkiye, 26 - 28 Ekim 2023, ss.1-6, (Tam Metin Bildiri)

10. YAPAY ZEKA İLE KİŞİLİK SINIFLANDIRMASI HAKKINDA BİR ARAŞTIRMA

Sarıkaya B., Küçükmanisa A., Kilimci Z. H.

INCOHIS 2023, İstanbul, Türkiye, 20 - 21 Mayıs 2023, ss.216-223, (Tam Metin Bildiri)

11. SPEECH EMOTION RECOGNITION EMPLOYING MACHINE LEARNING TECHNIQUES: A REVIEW

Bayraktar Ü., Kilimci Z. H., Küçükmanisa A.

INTERNATIONAL CONGRESS OF NEW HORIZONS IN SCIENCES, İstanbul, Türkiye, 20 - 21 Mayıs 2023, ss.64-71, (Tam Metin Bildiri)

12. Assessing Audio-Based Transformer Models for Speech Emotion Recognition

Bayraktar U., Kilimci H., Kilinc H., KİLİMCİ Z. H.

7th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2023, İstanbul, Türkiye, 23 - 25 Kasım 2023, (Tam Metin Bildiri)

13. Deep Learning-based Decision Integration Strategy for the Price Prediction of Istanbul Stock Exchange (BIST100)

Kilimci H., Kilimci Z. H., Yıldırım M.

International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Türkiye, 25 - 27 Kasım 2021, ss.411-414, (Tam Metin Bildiri)

14. Deep Learning-Based Pronunciation Detection of Arabic Phonemes

Calik S. S., KÜÇÜKMANİSA A., KİLİMCİ Z. H.

16th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2022, Biarritz, Fransa, 8 - 12 Ağustos 2022, (Tam Metin Bildiri)

15. The Prediction of Short-Term Bitcoin Dollar Rate (BTC/USDT) using Deep and Hybrid Deep Learning Techniques

Kilimci H., Yıldırım M., Kilimci Z. H.

International Symposium on Multidisciplinary Studies and Innovative Technologies, Bolu, Türkiye, 21 - 23 Ekim 2021, ss.633-637, (Tam Metin Bildiri)

16. Stock Market Prediction with New Generation Deep Contextualized Word Representations and Deep Learning Models using User Sentiments

Othan D., Kilimci Z. H.

International Conference on INnovations in Intelligent SysTems and Applications, Kocaeli, Türkiye, 25 - 27 Ağustos 2021, ss.1-6, (Tam Metin Bildiri)

17. Stock Pattern Classification from Charts using Deep Learning Algorithms

Kaya C. B., Yılmaz A., Uzun G. N., Kilimci Z. H.

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

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

Seçkin T., Kilimci Z. H.

Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı, İstanbul, Türkiye, 15 - 17 Ekim 2020, ss.1-6, (Tam Metin Bildiri)

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

Kilimci Z. H., Yörük H., Akyokuş S.

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

20. Contentment Analysis of Telecom Customers in Turkey

Kündüm D., Kilimci Z. H., Uysal M., Uysal O.

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

21. Financial Sentiment Analysis for Predicting Direction of Stocks using Bidirectional Encoder Representations from Transformers (BERT) and Deep Learning Models

Othan D., Kilimci Z. H., Uysal M.

International Conference on Innovative and Intelligent Technologies, İstanbul, Türkiye, 5 - 06 Aralık 2019, ss.30-34, (Tam Metin Bildiri)

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

Cevik F., Kilimci Z. H.

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

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

KİLİMCİ Z. H., AKYOKUŞ S.

International Conference on Computer Science and Engineering, 11 - 15 Eylül 2019, (Tam Metin Bildiri)

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

Kilimci Z. H., Akyokus S.

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

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

Kilimci Z. H., Akyokus S.

2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2019, Sofija, Bulgaristan, 3 - 05 Temmuz 2019, (Tam Metin Bildiri)

26. 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

27. 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

28. 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

29. 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

Metrikler

Yayın

Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

200

H-İndeks (WoS)

Atıf (Scopus)

408

H-İndeks (Scopus)

Atıf (Scholar)

1276

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