A Novel Semantic Smoothing Method Based on Higher Order Paths for Text Classification. - Mitat Poyraz; Zeynep Hilal Kilimci; Murat Can Ganiz (ICDM, 2012)

Higher-Order Smoothing: A Novel Semantic Smoothing Method for Text Classification. - Mitat Poyraz; Zeynep Hilal Kilimci; Murat Can Ganiz (J. Comput. Sci. Technol., 2014)

Evaluation of classification models for language processing. - Zeynep Hilal Kilimci; Murat Can Ganiz (INISTA, 2015)

The effectiveness of homogenous ensemble classifiers for Turkish and English texts. - Zeynep Hilal Kilimci; Selim Akyokus; Sevinç Ilhan Omurca (INISTA, 2016)

N-gram pattern recognition using multivariate-Bernoulli model with smoothing methods for text classification. - Zeynep Hilal Kilimci; Selim Akyokus (SIU, 2016)

The evaluation of heterogeneous classifier ensembles for Turkish texts. - Zeynep Hilal Kilimci; Selim Akyokus; Sevinç Ilhan Omurca (INISTA, 2017)

Deep Learning- and Word Embedding-Based Heterogeneous Classifier Ensembles for Text Classification. - Zeynep Hilal Kilimci; Selim Akyokus (Complex., 2018)

Extended Feature Spaces Based Classifier Ensembles for Sentiment Analysis of Short Texts. - Zeynep Hilal Kilimci; Sevinç Ilhan Omurca (Inf. Technol. Control., 2018)

Topluluk sınıflandırıcıları ve özellik seçme metotlarıyla geliştirilen uzay ormanları (Improved space forests with an ensemble of classifiers and feature selection methods) - Zeynep Hilal Kilimci (2018)

The Analysis of Text Categorization Represented With Word Embeddings Using Homogeneous Classifiers. - Zeynep Hilal Kilimci; Selim Akyokus (INISTA, 2019)

An Improved Demand Forecasting Model Using Deep Learning Approach and Proposed Decision Integration Strategy for Supply Chain. - Zeynep Hilal Kilimci; A. Okay Akyuz; Mitat Uysal; Selim Akyokus; M. Ozan Uysal; Berna Atak Bulbul; Mehmet Ali Ekmis (Complex., 2019)

Mood Detection from Physical and Neurophysical Data Using Deep Learning Models. - Zeynep Hilal Kilimci; Aykut Güven; Mitat Uysal; Selim Akyokus (Complex., 2019)

Sentiment Analysis Based Churn Prediction in Mobile Games using Word Embedding Models and Deep Learning Algorithms. - Zeynep Hilal Kilimci; Hasan Yörük; Selim Akyokus (INISTA, 2020)

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). - Zeynep Hilal Kilimci; Ramazan Duvar (IEEE Access, 2020)

A Hybrid Deep Model Using Deep Learning and Dense Optical Flow Approaches for Human Activity Recognition. - Senem Tanberk; Zeynep Hilal Kilimci; Dilek Bilgin Tükel; Mitat Uysal; Selim Akyokus (IEEE Access, 2020)

Enhancement of the heuristic optimization based on extended space forests using classifier ensembles. - Zeynep Hilal Kilimci; Sevinç Ilhan Omurca (Int. Arab J. Inf. Technol., 2020)

US Dollar/Turkish Lira Exchange Rate Forecasting Model Based on Deep Learning Methodologies and Time Series Analysis. - Harun Yasar; Zeynep Hilal Kilimci (Symmetry, 2020)

Stock Market Prediction with New Generation Deep Contextualized Word Representations and Deep Learning Models using User Sentiments. - Derya Othan; Zeynep Hilal Kilimci (INISTA, 2021)

A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments. - Anil Berk Altuner; Zeynep Hilal Kilimci (CoRR, 2021)

Deep Learning-Based Pronunciation Detection of Arabic Phonemes. - Sükrü Selim Çalik; Ayhan Küçükmanisa; Zeynep Hilal Kilimci (INISTA, 2022)

Special Issue on International Conference on Innovations in Intelligent Systems and Applications (INISTA 2021). - Serdar Burak Solak; Zeynep Hilal Kilimci; Süleyman Eken (Concurr. Comput. Pract. Exp., 2022)

A novel deep reinforcement learning based stock price prediction using knowledge graph and community aware sentiments. - Anil Berk Altuner; Zeynep Hilal Kilimci (Turkish J. Electr. Eng. Comput. Sci., 2022)

Prediction of user loyalty in mobile applications using deep contextualized word representations. - Zeynep Hilal Kilimci (J. Inf. Telecommun., 2022)

An ensemble-based framework for mispronunciation detection of Arabic phonemes. - Sükrü Selim Çalik; Ayhan Kucukmanisa; Zeynep Hilal Kilimci (CoRR, 2023)

Evaluating raw waveforms with deep learning frameworks for speech emotion recognition. - Zeynep Hilal Kilimci; Ulku Bayraktar; Ayhan Kucukmanisa (CoRR, 2023)

Heart Disease Detection using Vision-Based Transformer Models from ECG Images. - Zeynep Hilal Kilimci; Mustafa Yalcin; Ayhan Kucukmanisa; Amit Kumar Mishra (CoRR, 2023)

A novel transformer-based approach for soil temperature prediction. - Muhammet Mücahit Enes Yurtsever; Ayhan Kucukmanisa; Zeynep Hilal Kilimci (CoRR, 2023)

ACP-ESM: A novel framework for classification of anticancer peptides using protein-oriented transformer approach. - Zeynep Hilal Kilimci; Mustafa Yalcin (Artif. Intell. Medicine, 2024)

An efficient consolidation of word embedding and deep learning techniques for classifying anticancer peptides: FastText+BiLSTM. - Onur Karakaya; Zeynep Hilal Kilimci (PeerJ Comput. Sci., 2024)

Migrating birds optimization-based feature selection for text classification. - Cem Kaya; Zeynep Hilal Kilimci; Mitat Uysal; Murat Kaya (PeerJ Comput. Sci., 2024)

Special issue on computing, intelligence and data analytics for wisdom (CIDA4Wisdom). - Süleyman Eken; Burak Solak; Mustafa Hikmet Bilgehan Ucar; Zeynep Hilal Kilimci; Akhtar Jamil; Alaa Ali Hameed; Fausto Pedro García Márquez (Expert Syst. J. Knowl. Eng., 2024)

Advancing heart disease diagnosis with vision-based transformer architectures applied to ECG imagery. - Zeynep Hilal Kilimci; Mustafa Yalcin; Ayhan Kucukmanisa; Amit Kumar Mishra (Image Vis. Comput., 2025)

Nondestructive Electrical Permittivity Detection Using ANN-Enhanced Microstrip Sensors. - Adnan Sondas; Mustafa Hikmet Bilgehan Ucar; Zeynep Hilal Kilimci (IEEE Trans. Instrum. Meas., 2025)

Explainable-AI powered stock price prediction using time series transformers: A Case Study on BIST100. - Sükrü Selim Çalik; Andac Akyuz; Zeynep Hilal Kilimci; Kerem Colak (CoRR, 2025)