Publications & Works

Publication Network
Journal articles indexed in SCI, SSCI, and AHCI

A Hybrid Deep Model Using Deep Learning and Dense Optical Flow Approaches for Human Activity Recognition

Tanberk S., Kilimci Z. H., Tukel D. B., Uysal M., AKYOKUŞ S.
IEEE Access , vol.8, pp.19799-19809, 2020 (SCI-Expanded) Creative Commons License identifier identifier

Modeling Traders' Behavior with Deep Learning and Machine Learning Methods: Evidence from BIST 100 Index

Hasan A., KALIPSIZ O., AKYOKUŞ S.
Complexity , vol.2020, 2020 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

An improved demand forecasting model using deep learning approach and proposed decision integration strategy for supply chain

Kilimci Z. H., Akyuz A. O., AKYOKUŞ S., Uysal M. O., Uysal M. O., Atak Bulbul B., et al.
Complexity , vol.2019, 2019 (SCI-Expanded) identifier identifier

Mood detection from physical and neurophysical data using deep learning models

Kilimci Z. H., Güven A., Uysal M., AKYOKUŞ S.
Complexity , vol.2019, 2019 (SCI-Expanded) Sustainable Development identifier identifier

Deep learning- and word embedding-based heterogeneous classifier ensembles for text classification

Kilimci Z. H., AKYOKUŞ S.
Complexity , vol.2018, 2018 (SCI-Expanded) Creative Commons License Sustainable Development identifier
Papers Presented at Peer-Reviewed Scientific Conferences

Sentiment Analysis Based Churn Prediction in Mobile Games using Word Embedding Models and Deep Learning Algorithms

KİLİMCİ Z. H., Yoruk H., AKYOKUŞ S.
2020 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2020, Novi-Sad, Serbia, 24 - 26 August 2020, (Full Text) identifier

The Analysis of Text Categorization Represented with Word Embeddings Using Homogeneous Classifiers

Kilimci Z. H., AKYOKUŞ S.
2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2019, Sofija, Bulgaria, 3 - 05 July 2019, (Full Text) identifier

Improving Twitter Sentiment Classification Using Term Usage and User Based Attributes

AKYOKUŞ S., GANİZ M. C., Gümüş C.
IMMM 2017 : The Seventh International Conference on Advances in Information Mining and Management, Venedik, Italy, 25 - 29 June 2017, pp.47-51, (Full Text)

The Evaluation of Heterogeneous ClassifierEnsembles for Turkish Texts

KİLİMCİ Z. H., AKYOKUŞ S., İLHAN OMURCA S.
IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA 2017), 3 - 05 July 2017, (Full Text)

Enhanced password authentication through keystroke typing characteristics

GÜVEN Ö., GÜVEN A., AKYOKUŞ S., UYSAL M.
PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND APPLICATIONS, Innsbruck, Austria, 12 - 14 February 2007, pp.317, (Full Text) identifier