Aytug Onan
Orcid: 0000-0002-9434-5880
According to our database1,
Aytug Onan
authored at least 48 papers
between 2015 and 2024.
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Bibliography
2024
DeepExtract: Semantic-driven extractive text summarization framework using LLMs and hierarchical positional encoding.
J. King Saud Univ. Comput. Inf. Sci., 2024
FuzzyTP-BERT: Enhancing extractive text summarization with fuzzy topic modeling and transformer networks.
J. King Saud Univ. Comput. Inf. Sci., 2024
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., 2024
Improving Turkish Text Sentiment Classification Through Task-Specific and Universal Transformations: An Ensemble Data Augmentation Approach.
IEEE Access, 2024
ChatGPT Label: Comparing the Quality of Human-Generated and LLM-Generated Annotations in Low-Resource Language NLP Tasks.
IEEE Access, 2024
2023
GTR-GA: Harnessing the power of graph-based neural networks and genetic algorithms for text augmentation.
Expert Syst. Appl., December, 2023
SRL-ACO: A text augmentation framework based on semantic role labeling and ant colony optimization.
J. King Saud Univ. Comput. Inf. Sci., July, 2023
Hierarchical graph-based text classification framework with contextual node embedding and BERT-based dynamic fusion.
J. King Saud Univ. Comput. Inf. Sci., July, 2023
DeepChestNet: Artificial intelligence approach for COVID-19 detection on computed tomography images.
Int. J. Imaging Syst. Technol., May, 2023
CoRR, 2023
2022
Bi-Directional CNN-RNN Architecture with Group-Wise Enhancement and Attention Mechanisms for Cryptocurrency Sentiment Analysis.
Appl. Artif. Intell., December, 2022
Bidirectional convolutional recurrent neural network architecture with group-wise enhancement mechanism for text sentiment classification.
J. King Saud Univ. Comput. Inf. Sci., 2022
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Sentiment analysis on product reviews based on weighted word embeddings and deep neural networks.
Concurr. Comput. Pract. Exp., 2021
Weighted word embeddings and clustering-based identification of question topics in MOOC discussion forum posts.
Comput. Appl. Eng. Educ., 2021
Sentiment analysis on massive open online course evaluations: A text mining and deep learning approach.
Comput. Appl. Eng. Educ., 2021
A Term Weighted Neural Language Model and Stacked Bidirectional LSTM Based Framework for Sarcasm Identification.
IEEE Access, 2021
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021
2020
Turkish J. Electr. Eng. Comput. Sci., 2020
Comput. Appl. Eng. Educ., 2020
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
2019
Sci. Program., 2019
Two-Stage Topic Extraction Model for Bibliometric Data Analysis Based on Word Embeddings and Clustering.
IEEE Access, 2019
Proceedings of the Big Data Innovations and Applications, 2019
Proceedings of the Big Data Innovations and Applications, 2019
Proceedings of the Software Engineering Methods in Intelligent Algorithms, 2019
2018
An ensemble scheme based on language function analysis and feature engineering for text genre classification.
J. Inf. Sci., 2018
Biomedical Text Categorization Based on Ensemble Pruning and Optimized Topic Modelling.
Comput. Math. Methods Medicine, 2018
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Ensemble learning based feature selection with an application to text classification.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018
Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018
2017
Kybernetes, 2017
A feature selection model based on genetic rank aggregation for text sentiment classification.
J. Inf. Sci., 2017
An improved ant algorithm with LDA-based representation for text document clustering.
J. Inf. Sci., 2017
A hybrid ensemble pruning approach based on consensus clustering and multi-objective evolutionary algorithm for sentiment classification.
Inf. Process. Manag., 2017
Proceedings of the Second International Conference on Internet of things and Cloud Computing, 2017
Proceedings of the Artificial Intelligence Trends in Intelligent Systems, 2017
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)
PhD thesis, 2016
Int. J. Comput. Linguistics Appl., 2016
A multiobjective weighted voting ensemble classifier based on differential evolution algorithm for text sentiment classification.
Expert Syst. Appl., 2016
Expert Syst. Appl., 2016
Exploring Performance of Instance Selection Methods in Text Sentiment Classification.
Proceedings of the Artificial Intelligence Perspectives in Intelligent Systems, 2016
2015
A fuzzy-rough nearest neighbor classifier combined with consistency-based subset evaluation and instance selection for automated diagnosis of breast cancer.
Expert Syst. Appl., 2015
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015
Proceedings of the Software Engineering in Intelligent Systems, 2015
Proceedings of the Artificial Intelligence Perspectives and Applications, 2015