Zeynep Hilal Kilimci

39 papers A* 1C 7Journal 29Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advancing heart disease diagnosis with vision-based transformer architectures applied to ECG imagery. Image Vis. Comput. Zeynep Hilal Kilimci, Mustafa Yalcin, Ayhan Kucukmanisa, Amit Kumar Mishra
2025	J	`jnl`	Enhancing Quranic Learning: A Multimodal Deep Learning Approach for Arabic Phoneme Recognition. CoRR Ayhan Kucukmanisa, Derya Gelmez, Sükrü Selim Çalik, Zeynep Hilal Kilimci
2025	J	`jnl`	Evaluating raw waveforms with deep learning frameworks for speech emotion recognition. Multim. Tools Appl. Zeynep Hilal Kilimci, Ulku Bayraktar, Ayhan Küçükmanisa
2025	J	`jnl`	Explainable-AI powered stock price prediction using time series transformers: A Case Study on BIST100. CoRR Sükrü Selim Çalik, Andac Akyuz, Zeynep Hilal Kilimci, Kerem Colak
2025	J	`jnl`	Nondestructive Electrical Permittivity Detection Using ANN-Enhanced Microstrip Sensors. IEEE Trans. Instrum. Meas. Adnan Sondas, Mustafa Hikmet Bilgehan Ucar, Zeynep Hilal Kilimci
2024	J	`jnl`	ACP-ESM: A novel framework for classification of anticancer peptides using protein-oriented transformer approach. Artif. Intell. Medicine Zeynep Hilal Kilimci, Mustafa Yalcin
2024	J	`jnl`	ACP-ESM: A novel framework for classification of anticancer peptides using protein-oriented transformer approach. CoRR Zeynep Hilal Kilimci, Mustafa Yalcin
2024	J	`jnl`	An efficient consolidation of word embedding and deep learning techniques for classifying anticancer peptides: FastText+BiLSTM. PeerJ Comput. Sci. Onur Karakaya, Zeynep Hilal Kilimci
2024	J	`jnl`	Migrating Birds Optimization-Based Feature Selection for Text Classification. CoRR Cem Kaya, Zeynep Hilal Kilimci, Mitat Uysal, Murat Kaya
2024	J	`jnl`	Migrating birds optimization-based feature selection for text classification. PeerJ Comput. Sci. Cem Kaya, Zeynep Hilal Kilimci, Mitat Uysal, Murat Kaya
2024	J	`jnl`	Special issue on computing, intelligence and data analytics for wisdom (CIDA4Wisdom). Expert Syst. J. Knowl. Eng. Süleyman Eken, Burak Solak, Mustafa Hikmet Bilgehan Ucar, Zeynep Hilal Kilimci, Akhtar Jamil, Alaa Ali Hameed, Fausto Pedro García Márquez
2023	J	`jnl`	A novel transformer-based approach for soil temperature prediction. CoRR Muhammet Mücahit Enes Yurtsever, Ayhan Kucukmanisa, Zeynep Hilal Kilimci
2023	J	`jnl`	An Efficient Consolidation of Word Embedding and Deep Learning Techniques for Classifying Anticancer Peptides: FastText+BiLSTM. CoRR Onur Karakaya, Zeynep Hilal Kilimci
2023	J	`jnl`	An ensemble-based framework for mispronunciation detection of Arabic phonemes. CoRR Sükrü Selim Çalik, Ayhan Kucukmanisa, Zeynep Hilal Kilimci
2023	J	`jnl`	Evaluating raw waveforms with deep learning frameworks for speech emotion recognition. CoRR Zeynep Hilal Kilimci, Ulku Bayraktar, Ayhan Kucukmanisa
2023	J	`jnl`	Heart Disease Detection using Vision-Based Transformer Models from ECG Images. CoRR Zeynep Hilal Kilimci, Mustafa Yalcin, Ayhan Kucukmanisa, Amit Kumar Mishra
2022	J	`jnl`	A novel deep reinforcement learning based stock price prediction using knowledge graph and community aware sentiments. Turkish J. Electr. Eng. Comput. Sci. Anil Berk Altuner, Zeynep Hilal Kilimci
2022	C	`conf`	Deep Learning-Based Pronunciation Detection of Arabic Phonemes. INISTA Sükrü Selim Çalik, Ayhan Küçükmanisa, Zeynep Hilal Kilimci
2022	J	`jnl`	Prediction of user loyalty in mobile applications using deep contextualized word representations. J. Inf. Telecommun. Zeynep Hilal Kilimci
2022	J	`jnl`	Special Issue on International Conference on Innovations in Intelligent Systems and Applications (INISTA 2021). Concurr. Comput. Pract. Exp. Serdar Burak Solak, Zeynep Hilal Kilimci, Süleyman Eken
2021	J	`jnl`	A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments. CoRR Anil Berk Altuner, Zeynep Hilal Kilimci
2021	C	`conf`	Stock Market Prediction with New Generation Deep Contextualized Word Representations and Deep Learning Models using User Sentiments. INISTA Derya Othan, Zeynep Hilal Kilimci
2020	J	`jnl`	A Hybrid Deep Model Using Deep Learning and Dense Optical Flow Approaches for Human Activity Recognition. IEEE Access Senem Tanberk, Zeynep Hilal Kilimci, Dilek Bilgin Tükel, Mitat Uysal, Selim Akyokus
2020	J	`jnl`	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 Zeynep Hilal Kilimci, Ramazan Duvar
2020	J	`jnl`	Enhancement of the heuristic optimization based on extended space forests using classifier ensembles. Int. Arab J. Inf. Technol. Zeynep Hilal Kilimci, Sevinç Ilhan Omurca
2020	C	`conf`	Sentiment Analysis Based Churn Prediction in Mobile Games using Word Embedding Models and Deep Learning Algorithms. INISTA Zeynep Hilal Kilimci, Hasan Yörük, Selim Akyokus
2020	J	`jnl`	US Dollar/Turkish Lira Exchange Rate Forecasting Model Based on Deep Learning Methodologies and Time Series Analysis. Symmetry Harun Yasar, Zeynep Hilal Kilimci
2019	J	`jnl`	An Improved Demand Forecasting Model Using Deep Learning Approach and Proposed Decision Integration Strategy for Supply Chain. Complex. Zeynep Hilal Kilimci, A. Okay Akyuz, Mitat Uysal, Selim Akyokus, M. Ozan Uysal, Berna Atak Bulbul, Mehmet Ali Ekmis
2019	J	`jnl`	Mood Detection from Physical and Neurophysical Data Using Deep Learning Models. Complex. Zeynep Hilal Kilimci, Aykut Güven, Mitat Uysal, Selim Akyokus
2019	C	`conf`	The Analysis of Text Categorization Represented With Word Embeddings Using Homogeneous Classifiers. INISTA Zeynep Hilal Kilimci, Selim Akyokus
2018	J	`jnl`	Deep Learning- and Word Embedding-Based Heterogeneous Classifier Ensembles for Text Classification. Complex. Zeynep Hilal Kilimci, Selim Akyokus
2018	J	`jnl`	Extended Feature Spaces Based Classifier Ensembles for Sentiment Analysis of Short Texts. Inf. Technol. Control. Zeynep Hilal Kilimci, Sevinç Ilhan Omurca
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
2017	C	`conf`	The evaluation of heterogeneous classifier ensembles for Turkish texts. INISTA Zeynep Hilal Kilimci, Selim Akyokus, Sevinç Ilhan Omurca
2016	—	`conf`	N-gram pattern recognition using multivariate-Bernoulli model with smoothing methods for text classification. SIU Zeynep Hilal Kilimci, Selim Akyokus
2016	C	`conf`	The effectiveness of homogenous ensemble classifiers for Turkish and English texts. INISTA Zeynep Hilal Kilimci, Selim Akyokus, Sevinç Ilhan Omurca
2015	C	`conf`	Evaluation of classification models for language processing. INISTA Zeynep Hilal Kilimci, Murat Can Ganiz
2014	J	`jnl`	Higher-Order Smoothing: A Novel Semantic Smoothing Method for Text Classification. J. Comput. Sci. Technol. Mitat Poyraz, Zeynep Hilal Kilimci, Murat Can Ganiz
2012	A*	`conf`	A Novel Semantic Smoothing Method Based on Higher Order Paths for Text Classification. ICDM Mitat Poyraz, Zeynep Hilal Kilimci, Murat Can Ganiz