Publications & Works

Publication Network
Published journal articles indexed by SCI, SSCI, and AHCI

Integration of Feature and Decision Fusion With Deep Learning Architectures for Video Classification

Savran Kızıltepe R.
IEEE ACCESS , vol.12, pp.19432-19446, 2024 (SCI-Expanded)

A novel keyframe extraction method for video classification using deep neural networks

Savran Kiziltepe R., Gan J. Q., Jose Escobar J.
NEURAL COMPUTING & APPLICATIONS , vol.35, no.34, pp.24513-24524, 2023 (SCI-Expanded) identifier identifier
Articles Published in Other Journals

An annotated video dataset for computing video memorability

Savran Kiziltepe R., Sweeney L., Constantin M. G., Doctor F., De Herrera A. G. S., Demarty C., et al.
DATA IN BRIEF , vol.39, 2021 (ESCI) identifier identifier identifier

Examining Information and Communication Technologies Preservice Teachers’ Views On Technology Integration and Their Roles In This Process

Demiraslan Çevik Y., Dağhan G., Barın S., Savran Kiziltepe R.
Journal of Theory and Practice in Education , vol.11, no.4, pp.1143-1166, 2015 (Peer-Reviewed Journal)
Refereed Congress / Symposium Publications in Proceedings

Using LLMs for Annotation and ML Methods for Comparative Analysis of Large-Scale Turkish Sentiment Datasets

EZİN E., SAVRAN KIZILTEPE R., KARAKUŞ M.
2024 9th International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 26 - 28 October 2024, pp.204-209

A Comparative Study of ML Models on Large-Scale Turkish Sentiment Datasets

SAVRAN KIZILTEPE R., EZİN E., KARAKUŞ M.
20th Innovations in Intelligent Systems and Applications Conference 2024 (ASYU 2024), Ankara, Turkey, 16 - 18 October 2024 identifier

Overview of The MediaEval 2023 Predicting Video Memorability Task

Constantin M. G., Demarty C., Fosco C., Seco de Herrera A. G., Halder S., Healy G., et al.
MediaEval 2023, Amsterdam, Netherlands, 1 - 02 February 2024

Energy-Aware KNN for EEG Classification: A Case Study in Heterogeneous Platforms

Escobar J. J., Rodríguez F., SAVRAN KIZILTEPE R., Prieto B., Kimovski D., Ortiz A., et al.
17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta-Delgada, Portugal, 19 - 21 June 2023, vol.14134 LNCS, pp.505-516 identifier identifier

Overview of The MediaEval 2021 Predicting Media Memorability Task

Savran Kiziltepe R., Constantin M. G., Demarty C., Healy G., Fosco C., Seco De Herrera A. G., et al.
MediaEval 2021 Workshop, MediaEval 2021, Virtual, Online, 13 - 15 December 2021, vol.3181 identifier

Simple Effective Methods for Decision-Level Fusion in Two-Stream Convolutional Neural Networks for Video Classification

Savran Kiziltepe R., Gan J. Q.
21th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2020, Guimaraes, Portugal, 4 - 06 November 2020, vol.12489 LNCS, pp.77-87 identifier

Overview of MediaEval 2020 predicting media memorability task: What makes a video memorable?

De Herrera A. G. S., Savran Kiziltepe R., Chamberlain J., Constantin M. G., Demarty C., Doctor F., et al.
Multimedia Evaluation Benchmark Workshop 2020, MediaEval 2020, Virtual, Online, 14 - 15 December 2020, vol.2882 identifier

Essex-NLIP at MediaEval predicting media memorability 2020 task

Jacutprakart J., Savran Kiziltepe R., Gan J. Q., Papanastasiou G., De Herrera A. G. S.
Multimedia Evaluation Benchmark Workshop 2020, MediaEval 2020, Virtual, Online, 14 - 15 December 2020, vol.2882 Sustainable Development identifier

Combining Very Deep Convolutional Neural Networks and Recurrent Neural Networks for Video Classification

Kiziltepe R., Gan J. Q., Escobar J. J.
15th International Work-Conference on Artificial Neural Networks (IWANN), Spain, 12 - 14 June 2019, vol.11507, pp.811-822 identifier identifier

Energy-Time Analysis of Convolutional Neural Networks Distributed on Heterogeneous Clusters for EEG Classification

Jose Escobar J., Ortega J., Damas M., Kiziltepe R., Gan J. Q.
15th International Work-Conference on Artificial Neural Networks (IWANN), Spain, 12 - 14 June 2019, vol.11507, pp.895-907 identifier identifier