Zeynep Hilal Kilimci

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 29

Top Topics

Learning Models

Classifier Ensemble

Top Venues

Publications

Onur Karakaya, Zeynep Hilal Kilimci
An efficient consolidation of word embedding and deep learning techniques for classifying anticancer peptides: FastText+BiLSTM. PeerJ Comput. Sci. 10 (2024)
Cem Kaya, Zeynep Hilal Kilimci, Mitat Uysal, Murat Kaya
Migrating Birds Optimization-Based Feature Selection for Text Classification. CoRR (2024)
Zeynep Hilal Kilimci, Mustafa Yalcin
ACP-ESM: A novel framework for classification of anticancer peptides using protein-oriented transformer approach. CoRR (2024)
Süleyman Eken, Burak Solak, Mustafa Hikmet Bilgehan Ucar, Zeynep Hilal Kilimci, Akhtar Jamil, Alaa Ali Hameed, Fausto Pedro García Márquez
Special issue on computing, intelligence and data analytics for wisdom (CIDA4Wisdom). Expert Syst. J. Knowl. Eng. 41 (8) (2024)
Zeynep Hilal Kilimci, Mustafa Yalcin
ACP-ESM: A novel framework for classification of anticancer peptides using protein-oriented transformer approach. Artif. Intell. Medicine 156 (2024)
Sükrü Selim Çalik, Ayhan Kucukmanisa, Zeynep Hilal Kilimci
An ensemble-based framework for mispronunciation detection of Arabic phonemes. CoRR (2023)
Muhammet Mücahit Enes Yurtsever, Ayhan Kucukmanisa, Zeynep Hilal Kilimci
A novel transformer-based approach for soil temperature prediction. CoRR (2023)
Zeynep Hilal Kilimci, Ulku Bayraktar, Ayhan Kucukmanisa
Evaluating raw waveforms with deep learning frameworks for speech emotion recognition. CoRR (2023)
Zeynep Hilal Kilimci, Mustafa Yalcin, Ayhan Kucukmanisa, Amit Kumar Mishra
Heart Disease Detection using Vision-Based Transformer Models from ECG Images. CoRR (2023)
Onur Karakaya, Zeynep Hilal Kilimci
An Efficient Consolidation of Word Embedding and Deep Learning Techniques for Classifying Anticancer Peptides: FastText+BiLSTM. CoRR (2023)
Anil Berk Altuner, Zeynep Hilal Kilimci
A novel deep reinforcement learning based stock price prediction using knowledge graph and community aware sentiments. Turkish J. Electr. Eng. Comput. Sci. 30 (4) (2022)
Sükrü Selim Çalik, Ayhan Küçükmanisa, Zeynep Hilal Kilimci
Deep Learning-Based Pronunciation Detection of Arabic Phonemes. INISTA (2022)
Serdar Burak Solak, Zeynep Hilal Kilimci, Süleyman Eken
Special Issue on International Conference on Innovations in Intelligent Systems and Applications (INISTA 2021). Concurr. Comput. Pract. Exp. 34 (20) (2022)
Zeynep Hilal Kilimci
Prediction of user loyalty in mobile applications using deep contextualized word representations. J. Inf. Telecommun. 6 (1) (2022)
Anil Berk Altuner, Zeynep Hilal Kilimci
A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments. CoRR (2021)
Derya Othan, Zeynep Hilal Kilimci
Stock Market Prediction with New Generation Deep Contextualized Word Representations and Deep Learning Models using User Sentiments. INISTA (2021)
Harun Yasar, Zeynep Hilal Kilimci
US Dollar/Turkish Lira Exchange Rate Forecasting Model Based on Deep Learning Methodologies and Time Series Analysis. Symmetry 12 (9) (2020)
Zeynep Hilal Kilimci, Hasan Yörük, Selim Akyokus
Sentiment Analysis Based Churn Prediction in Mobile Games using Word Embedding Models and Deep Learning Algorithms. INISTA (2020)
Senem Tanberk, Zeynep Hilal Kilimci, Dilek Bilgin Tükel, Mitat Uysal, Selim Akyokus
A Hybrid Deep Model Using Deep Learning and Dense Optical Flow Approaches for Human Activity Recognition. IEEE Access 8 (2020)
Zeynep Hilal Kilimci, Sevinç Ilhan Omurca
Enhancement of the heuristic optimization based on extended space forests using classifier ensembles. Int. Arab J. Inf. Technol. 17 (2) (2020)
Zeynep Hilal Kilimci, Ramazan Duvar
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). IEEE Access 8 (2020)
Zeynep Hilal Kilimci, A. Okay Akyuz, Mitat Uysal, Selim Akyokus, M. Ozan Uysal, Berna Atak Bulbul, Mehmet Ali Ekmis
An Improved Demand Forecasting Model Using Deep Learning Approach and Proposed Decision Integration Strategy for Supply Chain. Complex. 2019 (2019)
Zeynep Hilal Kilimci, Selim Akyokus
The Analysis of Text Categorization Represented With Word Embeddings Using Homogeneous Classifiers. INISTA (2019)
Zeynep Hilal Kilimci, Aykut Güven, Mitat Uysal, Selim Akyokus
Mood Detection from Physical and Neurophysical Data Using Deep Learning Models. Complex. 2019 (2019)
Zeynep Hilal Kilimci, Sevinç Ilhan Omurca
Extended Feature Spaces Based Classifier Ensembles for Sentiment Analysis of Short Texts. Inf. Technol. Control. 47 (3) (2018)
Zeynep Hilal Kilimci, Selim Akyokus
Deep Learning- and Word Embedding-Based Heterogeneous Classifier Ensembles for Text Classification. Complex. 2018 (2018)
Zeynep Hilal Kilimci, Selim Akyokus, Sevinç Ilhan Omurca
The evaluation of heterogeneous classifier ensembles for Turkish texts. INISTA (2017)
Zeynep Hilal Kilimci, Selim Akyokus, Sevinç Ilhan Omurca
The effectiveness of homogenous ensemble classifiers for Turkish and English texts. INISTA (2016)
Zeynep Hilal Kilimci, Selim Akyokus
N-gram pattern recognition using multivariate-Bernoulli model with smoothing methods for text classification. SIU (2016)
Zeynep Hilal Kilimci, Murat Can Ganiz
Evaluation of classification models for language processing. INISTA (2015)
Mitat Poyraz, Zeynep Hilal Kilimci, Murat Can Ganiz
Higher-Order Smoothing: A Novel Semantic Smoothing Method for Text Classification. J. Comput. Sci. Technol. 29 (3) (2014)
Mitat Poyraz, Zeynep Hilal Kilimci, Murat Can Ganiz
A Novel Semantic Smoothing Method Based on Higher Order Paths for Text Classification. ICDM (2012)