1 code implementation • 7 Mar 2024 • Mahsun Altın, Altan Cakir
This paper presents an extensive empirical study on the integration of dimensionality reduction techniques with advanced unsupervised time series anomaly detection models, focusing on the MUTANT and Anomaly-Transformer models.
no code implementations • 30 Dec 2022 • Altan Cakir, Mert Gurkan
This work addresses an alternative approach for query expansion (QE) using a generative adversarial network (GAN) to enhance the effectiveness of information search in e-commerce.
no code implementations • 4 Feb 2022 • Didem Makaroglu, Altan Cakir, Behcet Ugur Toreyin
Clickstream data, which come with a massive volume generated by human activities on websites, have become a prominent feature for identifying readers' characteristics by newsrooms after the digitization of news outlets.
no code implementations • 14 May 2020 • Gizem Aras, Didem Makaroglu, Seniz Demir, Altan Cakir
Recent research efforts on Turkish, a less studied language with morphologically rich nature, have demonstrated the effectiveness of neural architectures on well-formed texts and yielded state-of-the art results by formulating the task as a sequence tagging problem.