Yayınlar & Eserler

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

An efficient consolidation of word embedding and deep learning techniques for classifying anticancer peptides: FastText+BiLSTM

Karakaya O., Kilimci Z. H.
PEERJ COMPUTER SCIENCE , cilt.10, ss.1-34, 2024 (SCI-Expanded)

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) identifier identifier

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) Creative Commons License identifier identifier

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) Creative Commons License identifier identifier identifier

A novel deep reinforcement learning based stock price prediction usingknowledge graph and community aware sentiments

Altuner A. B., Kilimci Z. H.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.30, sa.4, ss.1506-1524, 2022 (SCI-Expanded)

Guest editorial-Intelligent systems and their applications

Kilimci Z. H., Solak S., Eken S.
COMPUTER SCIENCE AND INFORMATION SYSTEMS , cilt.19, sa.2, ss.5-6, 2022 (SCI-Expanded)

Editorial: Special Issue on International Conference on Innovations in Intelligent Systems and Applications (INISTA 2021)

Solak S., Kilimci Z. H., Eken S.
Concurrency And Computation-Practice & Experience , cilt.34, ss.1-3, 2022 (SCI-Expanded)

An Efficient Word Embedding and Deep Learning Based Model to Forecast the Direction of Stock Exchange Market Using Twitter and Financial News Sites: A Case of Istanbul Stock Exchange (BIST 100)

Kilimci Z. H., Duvar R.
IEEE Access , cilt.8, ss.188186-188198, 2020 (SCI-Expanded)

US Dollar/Turkish Lira Exchange Rate Forecasting Model Based on Deep Learning Methodologies and Time Series Analysis

Yasar H., Kilimci Z. H.
Symmetry-Basel , cilt.12, sa.9, ss.1-18, 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 , cilt.17, sa.2, ss.188-195, 2020 (SCI-Expanded) Creative Commons License identifier identifier identifier

A Hybrid Deep Model Using Deep Learning and Dense Optical Flow Approaches for Human Activity Recognition

Tanberk S., Kilimci Z. H., Tükel D., Uysal M., Akyokuş S.
IEEE Access , cilt.8, sa.2020, ss.19799-19809, 2020 (SCI-Expanded) Creative Commons License identifier

Borsa tahmini için Derin Topluluk Modellleri (DTM) ile finansal duygu analizi

Kilimci Z. H.
Journal Of The Faculty Of Engineering And Architecture Of Gazi University , cilt.35, sa.2, ss.635-650, 2020 (SCI-Expanded) identifier

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) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

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) Creative Commons License identifier identifier

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) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

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

Kilimci Z. H., Akyokus S.
Complexity , cilt.2018, 2018 (SCI-Expanded) Creative Commons License identifier identifier

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) identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

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)

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)

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)

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)

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 identifier identifier

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)

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

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

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)

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)

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) 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 (Hakemli Dergi) Sürdürülebilir Kalkınma

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

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

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

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

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

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 identifier

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

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 identifier

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

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

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

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

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

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

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 Creative Commons License

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

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 identifier identifier

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 identifier identifier

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 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, Türkiye, 29 Kasım - 01 Aralık 2018, ss.1-6 Sürdürülebilir Kalkınma

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 Sürdürülebilir Kalkınma

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 Sürdürülebilir Kalkınma

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 Sürdürülebilir Kalkınma

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 Sürdürülebilir Kalkınma identifier identifier

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 Creative Commons License Sürdürülebilir Kalkınma identifier identifier

N-Gram Pattern Recognition using Multivariate-Bernoulli Model with Smoothing Methods for Text Classification

Kilimci Z. H., Akyokus S.
24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Türkiye, 16 - 19 Mayıs 2016, ss.597-600 identifier identifier

Evaluation of classification models for language processing

Kilimci Z. H., Ganiz M. C.
International Symposium on Innovations in Intelligent Systems and Applications, INISTA 2015, Madrid, İspanya, 2 - 04 Ağustos 2015 identifier

Exploiting Turkish Wikipedia as a semantic resource for text classification

Poyraz M., Ganiz M. C., Akyokuş S., Görener B., Kilimci Z. H.
International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2012, Trabzon, Türkiye, 2 - 04 Temmuz 2012 identifier

A Novel Semantic Smoothing Method based on Higher Order Paths for Text Classification

Poyraz M., Kilimci Z. H., Ganiz M. C.
12th IEEE International Conference on Data Mining (ICDM), Brussels, Belçika, 10 - 13 Aralık 2012, ss.615-624 identifier identifier

Metrikler

Yayın

58

Atıf (WoS)

90

H-İndeks (WoS)

6

Atıf (Scopus)

235

H-İndeks (Scopus)

8

Proje

1

Tez Danışmanlığı

9

Açık Erişim

10
BM Sürdürülebilir Kalkınma Amaçları