Aytug Onan

Orcid: 0000-0002-9434-5880

According to our database1, Aytug Onan authored at least 44 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Improving Turkish Text Sentiment Classification Through Task-Specific and Universal Transformations: An Ensemble Data Augmentation Approach.
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

A Roadmap of Emerging Trends Discovery in Hydrology: A Topic Modeling Approach.
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

Automated Image Captioning with Multi-layer Gated Recurrent Unit.
Proceedings of the 30th European Signal Processing Conference, 2022

Auxiliary Classifier based Residual RNN for Image Captioning.
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

Multi-GRU Based Automated Image Captioning for Smartphones.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020
Satire identification in Turkish news articles based on ensemble of classifiers.
Turkish J. Electr. Eng. Comput. Sci., 2020

Mining opinions from instructor evaluation reviews: A deep learning approach.
Comput. Appl. Eng. Educ., 2020

Sentiment Analysis in Turkish Based on Weighted Word Embeddings.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019
Consensus Clustering-Based Undersampling Approach to Imbalanced Learning.
Sci. Program., 2019

Two-Stage Topic Extraction Model for Bibliometric Data Analysis Based on Word Embeddings and Clustering.
IEEE Access, 2019

Satire Detection in Turkish News Articles: A Machine Learning Approach.
Proceedings of the Big Data Innovations and Applications, 2019

Deep Learning Based Sentiment Analysis on Product Reviews on Twitter.
Proceedings of the Big Data Innovations and Applications, 2019

Topic-Enriched Word Embeddings for Sarcasm Identification.
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

Review spam detection based on psychological and linguistic features.
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

Semantic Query Suggestion Based on Optimized Random Forests.
Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

2017
Hybrid supervised clustering based ensemble scheme for text classification.
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

A machine learning based approach to identify geo-location of Twitter users.
Proceedings of the Second International Conference on Internet of things and Cloud Computing, 2017

Sarcasm Identification on Twitter: A Machine Learning Approach.
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

Classifier and feature set ensembles for web page classification.
J. Inf. Sci., 2016

LDA-based Topic Modelling in Text Sentiment Classification: An Empirical Analysis.
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

Ensemble of keyword extraction methods and classifiers in text classification.
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

Ensemble methods for opinion mining.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Artificial Immune System Based Web Page Classification.
Proceedings of the Software Engineering in Intelligent Systems, 2015

On the Performance of Ensemble Learning for Automated Diagnosis of Breast Cancer.
Proceedings of the Artificial Intelligence Perspectives and Applications, 2015


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