Aytug Onan - RankMe

67 papers Journal 50Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Comparing ChatGPT, Gemini, and Emerging LLMs in Low-Resource Educational Settings: Reasoning Quality, Consistency, and Explainability. IEEE Access Aytug Onan, Arbi Haza Nasution, Tugba Çelikten, Pinar Cetin
2026	J	`jnl`	Interpretable structural modeling of MR images using q - Bézier curves: A geometry-aware paradigm beyond deep learning. Inf. Sci. Faruk Özger, Aytug Onan, Nezihe Turhan, Zeynep Ödemis Özger
2025	J	`jnl`	A systematic review of AI-based feedback in educational settings. J. Comput. Soc. Sci. Hatice Yildiz Durak, Aytug Onan
2025	J	`jnl`	A2CEM: A contrastive embedding framework for adversarial robustness in large language models. Knowl. Based Syst. Ahmet Emre Ergun, Aytug Onan
2025	J	`jnl`	Adversarial Prompt Detection in Large Language Models: A Classification-Driven Approach. Comput. Mater. Continua Ahmet Emre Ergun, Aytug Onan
2025	J	`jnl`	Benchmarking 21 Open-Source Large Language Models for Phishing Link Detection with Prompt Engineering. Inf. Arbi Haza Nasution, Winda Monika, Aytug Onan, Yohei Murakami
2025	J	`jnl`	Benchmarking Large Language Models for Biomedical Literature Summarization: Abstractive Versus Extractive Paradigms. IEEE Access Tugba Çelikten, Aytug Onan
2025	J	`jnl`	Benchmarking Open-Source Large Language Models for Sentiment and Emotion Classification in Indonesian Tweets. IEEE Access Arbi Haza Nasution, Aytug Onan, Yohei Murakami, Winda Monika, Anggi Hanafiah
2025	J	`jnl`	Beyond BLEU: GPT-5, Human Judgment, and Classroom Validation for Multidimensional Machine Translation Evaluation. Digit. Shalawati Shalawati, Arbi Haza Nasution, Winda Monika, Tatum Derin, Aytug Onan, Yohei Murakami
2025	J	`jnl`	Can You Detect the Difference? CoRR Ismail Tarim, Aytug Onan
2025	J	`jnl`	CodeDiffuSe: A masked diffusion framework for structure-aware code completion and repair. J. King Saud Univ. Comput. Inf. Sci. Aytug Onan, Hesham Alhumyani
2025	J	`jnl`	Exploring Text Similarity in Human and AI-Generated Scientific Abstracts: A Comprehensive Analysis. IEEE Access Tugba Çelikten, Aytug Onan
2025	J	`jnl`	Exploring students' emotions towards programming: Analysing sentiments using concurrent conversion mixed methods. Educ. Inf. Technol. Nilüfer Atman Uslu, Aytug Onan
2025	J	`jnl`	Investigating Retrieval-Augmented Generation in Quranic Studies: A Study of 13 Open-Source Large Language Models. CoRR Zahra Khalila, Arbi Haza Nasution, Winda Monika, Aytug Onan, Yohei Murakami, Yasir Bin Ismail Radi, Noor Mohammad Osmani
2025	J	`jnl`	Medcongtm: Interpretable multi-label clinical code prediction with dual-view graph contrastive topic modeling. Knowl. Based Syst. Tugba Çelikten, Aytug Onan
2025	J	`jnl`	Multi-Layer Gated Recurrent Unit-Based Recurrent Neural Network for Image Captioning. Int. J. Pattern Recognit. Artif. Intell. Özkan Çayli, Volkan Kiliç, Aytug Onan, Wenwu Wang
2025	J	`jnl`	Topic modeling through rank-based aggregation and LLMs: An approach for AI and human-generated scientific texts. Knowl. Based Syst. Tugba Çelikten, Aytug Onan
2025	J	`jnl`	Toward Reliable Annotation in Low-Resource NLP: A Mixture of Agents Framework and Multi-LLM Benchmarking. IEEE Access Aytug Onan, Arbi Haza Nasution, Tugba Çelikten
2024	J	`jnl`	ChatGPT Label: Comparing the Quality of Human-Generated and LLM-Generated Annotations in Low-Resource Language NLP Tasks. IEEE Access Arbi Haza Nasution, Aytug Onan
2024	J	`jnl`	DeepExtract: Semantic-driven extractive text summarization framework using LLMs and hierarchical positional encoding. J. King Saud Univ. Comput. Inf. Sci. Aytug Onan, Hesham Alhumyani
2024	J	`jnl`	FuzzyTP-BERT: Enhancing extractive text summarization with fuzzy topic modeling and transformer networks. J. King Saud Univ. Comput. Inf. Sci. Aytug Onan, Hesham Alhumyani
2024	J	`jnl`	HybridGAD: Identification of AI-Generated Radiology Abstracts Based on a Novel Hybrid Model with Attention Mechanism. Comput. Mater. Continua Tugba Çelikten, Aytug Onan
2024	J	`jnl`	Improving Turkish Text Sentiment Classification Through Task-Specific and Universal Transformations: An Ensemble Data Augmentation Approach. IEEE Access Aytug Onan, Kadriye Filiz Balbal
2024	J	`jnl`	Obtaining the optimal shortest path between two points on a quasi-developable Bézier-type surface using the Geodesic-based Q-learning algorithm. Eng. Appl. Artif. Intell. Vahide Bulut, Aytug Onan, Betul Senyayla
2023	J	`jnl`	A Roadmap of Emerging Trends Discovery in Hydrology: A Topic Modeling Approach. CoRR Sila Ovgu Korkut, Oznur Oztunc Kaymak, Aytug Onan, Erman Ulker, Femin Yalçin
2023	J	`jnl`	DeepChestNet: Artificial intelligence approach for COVID-19 detection on computed tomography images. Int. J. Imaging Syst. Technol. Mahmut Agrali, Volkan Kilic, Aytug Onan, Esra Meltem Koç, Ali Murat Koc, Rasit Eren Büyüktoka, Türker Acar, Zehra Adibelli
2023	J	`jnl`	GTR-GA: Harnessing the power of graph-based neural networks and genetic algorithms for text augmentation. Expert Syst. Appl. Aytug Onan
2023	J	`jnl`	Hierarchical graph-based text classification framework with contextual node embedding and BERT-based dynamic fusion. J. King Saud Univ. Comput. Inf. Sci. Aytug Onan
2023	J	`jnl`	SRL-ACO: A text augmentation framework based on semantic role labeling and ant colony optimization. J. King Saud Univ. Comput. Inf. Sci. Aytug Onan
2022	—	`conf`	Automated Image Captioning with Multi-layer Gated Recurrent Unit. EUSIPCO Özge Taylan Moral, Volkan Kiliç, Aytug Onan, Wenwu Wang
2022	—	`conf`	Auxiliary Classifier based Residual RNN for Image Captioning. EUSIPCO Özkan Çayli, Volkan Kiliç, Aytug Onan, Wenwu Wang
2022	J	`jnl`	Bi-Directional CNN-RNN Architecture with Group-Wise Enhancement and Attention Mechanisms for Cryptocurrency Sentiment Analysis. Appl. Artif. Intell. Gül Cihan Habek, Mansur Alp Toçoglu, Aytug Onan
2022	J	`jnl`	Bidirectional convolutional recurrent neural network architecture with group-wise enhancement mechanism for text sentiment classification. J. King Saud Univ. Comput. Inf. Sci. Aytug Onan
2021	J	`jnl`	A Term Weighted Neural Language Model and Stacked Bidirectional LSTM Based Framework for Sarcasm Identification. IEEE Access Aytug Onan, Mansur Alp Toçoglu
2021	—	`conf`	Multi-GRU Based Automated Image Captioning for Smartphones. SIU Rumeysa Keskin, Özge Taylan Moral, Volkan Kiliç, Aytug Onan
2021	J	`jnl`	Sentiment analysis on massive open online course evaluations: A text mining and deep learning approach. Comput. Appl. Eng. Educ. Aytug Onan
2021	J	`jnl`	Sentiment analysis on product reviews based on weighted word embeddings and deep neural networks. Concurr. Comput. Pract. Exp. Aytug Onan
2021	J	`jnl`	Weighted word embeddings and clustering-based identification of question topics in MOOC discussion forum posts. Comput. Appl. Eng. Educ. Aytug Onan, Mansur Alp Toçoglu
2020	J	`jnl`	Mining opinions from instructor evaluation reviews: A deep learning approach. Comput. Appl. Eng. Educ. Aytug Onan
2020	J	`jnl`	Satire identification in Turkish news articles based on ensemble of classifiers. Turkish J. Electr. Eng. Comput. Sci. Aytug Onan, Mansur Alp Toçoglu
2020	—	`conf`	Sentiment Analysis in Turkish Based on Weighted Word Embeddings. SIU Aytug Onan
2019	J	`jnl`	Consensus Clustering-Based Undersampling Approach to Imbalanced Learning. Sci. Program. Aytug Onan
2019	—	`conf`	Deep Learning Based Sentiment Analysis on Product Reviews on Twitter. Innovate-Data Aytug Onan
2019	—	`conf`	Satire Detection in Turkish News Articles: A Machine Learning Approach. Innovate-Data Mansur Alp Toçoglu, Aytug Onan
2019	—	`conf`	Topic-Enriched Word Embeddings for Sarcasm Identification. CSOC (1) Aytug Onan
2019	J	`jnl`	Two-Stage Topic Extraction Model for Bibliometric Data Analysis Based on Word Embeddings and Clustering. IEEE Access Aytug Onan
2018	J	`jnl`	An ensemble scheme based on language function analysis and feature engineering for text genre classification. J. Inf. Sci. Aytug Onan
2018	J	`jnl`	Biomedical Text Categorization Based on Ensemble Pruning and Optimized Topic Modelling. Comput. Math. Methods Medicine Aytug Onan
2018	—	`conf`	Ensemble learning based feature selection with an application to text classification. SIU Aytug Onan
2018	—	`conf`	Review spam detection based on psychological and linguistic features. SIU Aytug Onan
2018	—	`conf`	Semantic Query Suggestion Based on Optimized Random Forests. CSOS (2) Aytug Onan
2017	J	`jnl`	A feature selection model based on genetic rank aggregation for text sentiment classification. J. Inf. Sci. Aytug Onan, Serdar Korukoglu
2017	J	`jnl`	A hybrid ensemble pruning approach based on consensus clustering and multi-objective evolutionary algorithm for sentiment classification. Inf. Process. Manag. Aytug Onan, Serdar Korukoglu, Hasan Bulut
2017	—	`conf`	A machine learning based approach to identify geo-location of Twitter users. ICC Aytug Onan
2017	J	`jnl`	An improved ant algorithm with LDA-based representation for text document clustering. J. Inf. Sci. Aytug Onan, Hasan Bulut, Serdar Korukoglu
2017	J	`jnl`	Hybrid supervised clustering based ensemble scheme for text classification. Kybernetes Aytug Onan
2017	—	`conf`	Sarcasm Identification on Twitter: A Machine Learning Approach. CSOC (1) Aytug Onan
2016	J	`jnl`	A multiobjective weighted voting ensemble classifier based on differential evolution algorithm for text sentiment classification. Expert Syst. Appl. Aytug Onan, Serdar Korukoglu, Hasan Bulut
2016	J	`jnl`	Classifier and feature set ensembles for web page classification. J. Inf. Sci. Aytug Onan
2016	J	`jnl`	Ensemble of keyword extraction methods and classifiers in text classification. Expert Syst. Appl. Aytug Onan, Serdar Korukoglu, Hasan Bulut
2016	—	`conf`	Exploring Performance of Instance Selection Methods in Text Sentiment Classification. CSOC (1) Aytug Onan, Serdar Korukoglu
2016	—	`—`	Görüş sınıflandırma için makine öğrenmesi algoritmalarına dayalı bir yöntem tasarımı ve gerçekleştirimi (The design and implementation of a method for opinion classification based on machine learning algorithms) Aytug Onan
2016	J	`jnl`	LDA-based Topic Modelling in Text Sentiment Classification: An Empirical Analysis. Int. J. Comput. Linguistics Appl. Aytug Onan, Serdar Korukoglu, Hasan Bulut
2015	J	`jnl`	A fuzzy-rough nearest neighbor classifier combined with consistency-based subset evaluation and instance selection for automated diagnosis of breast cancer. Expert Syst. Appl. Aytug Onan
2015	—	`conf`	Artificial Immune System Based Web Page Classification. CSOC (2) Aytug Onan
2015	—	`conf`	Ensemble methods for opinion mining. SIU Aytug Onan, Serdar Korukoglu
2015	—	`conf`	On the Performance of Ensemble Learning for Automated Diagnosis of Breast Cancer. CSOC (1) Aytug Onan