2020
- Maki̇ni̇st, S , Ay, B , Aydın, G . (2020). Average Neural Face Embeddings for Gender Recognition . Avrupa Bilim ve Teknoloji Dergisi , () , 522-527 . DOI: 10.31590/ejosat.araconf67
- I. Kilic and G. Aydin, “Traffic Sign Detection And Recognition Using TensorFlow’ s Object Detection API With A New Benchmark Dataset,” 2020 International Conference on Electrical Engineering (ICEE), Istanbul, Turkey, 2020, pp. 1-5, doi: 10.1109/ICEE49691.2020.9249914.
2019
- Ertam, F. (2019). An efficient hybrid deep learning approach for internet security. Physica A: Statistical Mechanics and its Applications, 535, 122492.
- Ertam, F. (2019). An effective gender recognition approach using voice data via deeper LSTM networks. Applied Acoustics, 156, 351-358.
- Kilic, I., & Aydin, G. (2019, November). Bigailab-trvlp-20k: Turkish License Plate Detection Using Deep Learning With A New Benchmark Dataset. In 2019 1st International Informatics and Software Engineering Conference (UBMYK) (pp. 1-6). IEEE.
- I. R. Hallac, S. Makinist, B. Ay and G. Aydin, “user2Vec: Social Media User Representation Based on Distributed Document Embeddings,” 2019 International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 2019, pp. 1-5, doi: 10.1109/IDAP.2019.8875952
- Ay, B., & Aydin, G. Real-time Pedestrian Attribute Detection from Surveillance Cameras. International Congress on HumanComputer Interaction, Optimization and Robotic Applications (HORA), Urgup, Nevsehir, Turkey, 2019
- Ay, B., Aydın, G., Koyun, Z., & Demir, M. (2019, August). A Visual Similarity Recommendation System using Generative Adversarial Networks. In 2019 International Conference on Deep Learning and Machine Learning in Emerging Applications (Deep-ML) (pp. 44-48). IEEE.
2018
- Evaluating Deep Learning Models for Sentiment Classification
Betul Ay Karakus, Muhammed Talo, Ibrahim Riza Hallac, Galip Aydin
In Concurrency and Computation: Practice and Experience, SPECIAL ISSUE PAPER
May 2018
DOI: https://doi.org/10.1002/cpe.4783Internal - Kilic, I., & Aydin, G. (2018, September). Turkish vehicle license plate recognition using deep learning. In 2018 International Conference on Artificial Intelligence and Data Processing (IDAP) (pp. 1-5). IEEE.
- Ertam, F. (2018, September). Deep learning based text classification with Web Scraping methods. In 2018 International Conference on Artificial Intelligence and Data Processing (IDAP) (pp. 1-4). IEEE.
- I. R. Hallac, B. Ay and G. Aydin, “Experiments on Fine Tuning Deep Learning Models With News Data For Tweet Classification,” 2018 International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 2018, pp. 1-5, doi: 10.1109/IDAP.2018.8620869.
- Talo, M., Ay, B., Makinist, S., & Aydin, G. (2018, September). Bigailab-4race-50K: Race Classification with a New Benchmark Dataset. In 2018 International Conference on Artificial Intelligence and Data Processing (IDAP) (pp. 1-4). IEEE.
2017
- Preparation of Improved Turkish DataSet for Sentiment Analysis in Social Media
Semiha Makinist, Ibrahim Riza Hallac, Betul Ay Karakus, Galip Aydin
In 2nd International Conference on Computational Mathematics and Engineering Sciences (CMES2017)
May 2017, Istanbul/TURKEY
DOI: https://doi.org/10.1051/itmconf/20171301030
[arxiv] - Data classification with deep learning using Tensorflow
Fatih Ertam, Galip Aydin
In 2017 International Conference on Computer Science and Engineering (UBMK)
October 2017, Antalya/TURKEY
DOI: https://doi.org/10.1109/UBMK.2017.8093521
[arXiv] - Classification of scientific papers with big data technologies
Selen Gurbuz, Galip Aydin
In 2017 International Conference on Computer Science and Engineering (UBMK)
October 2017, Antalya/TURKEY
DOI: https://doi.org/10.1109/UBMK.2017.8093504
[arxiv]
2016
- Distributed Log Analysis on the Cloud Using MapReduce
Galip Aydin, Ibrahim Riza Hallac
In Technical Gazette Volume 23, Issue 4
August 2016
DOI: https://doi.org/10.17559/TV-20141006121105
[arxiv] - Call center performance evaluation using big data analytics
Betul Karakus, Galip Aydin
In 2016 International Symposium on Networks, Computers and Communications (ISNCC)
May 2016, Yasmine Hammamet/TUNISIA
DOI: https://doi.org/10.1109/ISNCC.2016.7746116
[arXiv]
2015
- Document Classification Using Distributed Machine Learning
Galip Aydin, Ibrahim Riza Hallac
In Second International Conference On Advances In Information Processing And Communication Technology (IPCT)
April 2015, Rome/ITALY
[arXiv] - Distributed Readability Analysis Of Turkish Elementary School Textbooks
Betul Karakus, Ibrahim Riza Hallac, Galip Aydin
In International Conference on Information Technology and Computer Science
July 2015, Bangkok/THAILAND
[arXiv] - Distributed NLP
Galip Aydin, Ibrahim Riza Hallac
In Third International Symposium on Innovative Technologies in Engineering and Science (ISITES)
June 2015, Valencia/SPAIN
[arXiv] - Architecture and Implementation of a Scalable Sensor Data Storage and Analysis System Using Cloud Computing and Big Data Technologies
Galip Aydin, Ibrahim Riza Hallac, Betul Karakus
In Journal of Sensors Volume 2015 (2015), Article ID 834217
February 2015
DOI: http://dx.doi.org/10.1155/2015/834217
[arxiv]