Energy-Time Analysis of Convolutional Neural Networks Distributed on Heterogeneous Clusters for EEG Classification. - Juan José Escobar; Julio Ortega 001; Miguel Damas; Rukiye Savran Kiziltepe; John Q. Gan (IWANN (2), 2019)

Combining Very Deep Convolutional Neural Networks and Recurrent Neural Networks for Video Classification. - Rukiye Savran Kiziltepe; John Q. Gan; Juan José Escobar (IWANN (2), 2019)

Simple Effective Methods for Decision-Level Fusion in Two-Stream Convolutional Neural Networks for Video Classification. - Rukiye Savran Kiziltepe; John Q. Gan (IDEAL (1), 2020)

Overview of MediaEval 2020 Predicting Media Memorability Task: What Makes a Video Memorable? - Alba García Seco de Herrera; Rukiye Savran Kiziltepe; Jon Chamberlain; Mihai Gabriel Constantin; Claire-Hélène Demarty; Faiyaz Doctor; Bogdan Ionescu; Alan F. Smeaton (MediaEval, 2020)

Essex-NLIP at MediaEval Predicting Media Memorability 2020 Task. - Janadhip Jacutprakart; Rukiye Savran Kiziltepe; John Q. Gan; Giorgos Papanastasiou; Alba Garcia Seco de Herrera (MediaEval, 2020)

Overview of The MediaEval 2021 Predicting Media Memorability Task. - Rukiye Savran Kiziltepe; Mihai Gabriel Constantin; Claire-Hélène Demarty; Graham Healy; Camilo Fosco; Alba García Seco de Herrera; Sebastian Halder 001; Bogdan Ionescu; Ana Matran-Fernandez; Alan F. Smeaton; Lorin Sweeney (MediaEval, 2021)

An Annotated Video Dataset for Computing Video Memorability. - Rukiye Savran Kiziltepe; Lorin Sweeney; Mihai Gabriel Constantin; Faiyaz Doctor; Alba Garcia Seco de Herrera; Claire-Hélène Demarty; Graham Healy; Bogdan Ionescu; Alan F. Smeaton (CoRR, 2021)

Spatiotemporal features and deep learning methods for video classification. - Rukiye Savran Kiziltepe (2022)

Energy-Aware KNN for EEG Classification: A Case Study in Heterogeneous Platforms. - Juan José Escobar; Francisco Rodríguez; Rukiye Savran Kiziltepe; Beatriz Prieto; Dragi Kimovski; Andrés Ortiz 001; Miguel Damas (IWANN (1), 2023)

Overview of The MediaEval 2023 Predicting Video Memorability Task. - Mihai Gabriel Constantin; Claire-Hélène Demarty; Camilo Fosco; Alba García Seco de Herrera; Sebastian Halder 001; Graham Healy; Bogdan Ionescu; Ana Matran-Fernandez; Rukiye Savran Kiziltepe; Alan F. Smeaton; Lorin Sweeney (MediaEval, 2023)

A novel keyframe extraction method for video classification using deep neural networks. - Rukiye Savran Kiziltepe; John Q. Gan; Juan José Escobar (Neural Comput. Appl., 2023)

Integration of Feature and Decision Fusion With Deep Learning Architectures for Video Classification. - Rukiye Savran Kiziltepe; John Q. Gan; Juan José Escobar (IEEE Access, 2024)

Advancing Sentiment Analysis for Low-Resource Languages Using Fine-Tuned LLMs: A Case Study of Customer Reviews in Turkish Language. - Rukiye Savran Kiziltepe; Ercan Ezin; Ömer Yentür; Arwa M. Basbrain; Murat Karakus 001 (IEEE Access, 2025)

Energy-time modelling of distributed multi-population genetic algorithms with dynamic workload in HPC clusters. - Juan José Escobar; Pablo Sánchez-Cuevas; Beatriz Prieto; Rukiye Savran Kiziltepe; Fernando Díaz-del-Río; Dragi Kimovski (Future Gener. Comput. Syst., 2025)