Selahattin Akkas, Kadir Kavaklioglu, "Comparison of simulated annealing parallelization methods for quadratic assignment problems." Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 2018.
Leyla Demir, Selahattin Akkas, "A comparison of sales forecasting methods for a feed company: A case study." Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 2018.
Bo Peng, Langshi Chen, Jiayu Li, Miao Jiang, Selahattin Akkas, Egor Smirnov, Ruslan Israfilov, Sergey Khekhnev, Andrey Nikolaev, Judy Qiu, "HarpGBDT: Optimizing Gradient Boosting Decision Tree for Parallel Efficiency." In the proceedings of 2019 IEEE International Conference on Cluster Computing (CLUSTER), 2019.
Vibhatha Abeykoon, Supun Kamburugamuve, Kannan Govindrarajan, Pulasthi Wickramasinghe, Chathura Widanage, Niranda Perera, Ahmet Uyar, Gurhan Gunduz, Selahattin Akkas, Gregor Von, "Streaming Machine Learning Algorithms with Big Data Systems." In the proceedings of 2019 IEEE International Conference on Big Data (Big Data), 2019.
Pulasthi Wickramasinghe, Supun Kamburugamuve, Kannan Govindarajan, Vibhatha Abeykoon, Chathura Widanage, Niranda Perera, Ahmet Uyar, Gurhan Gunduz, Selahattin Akkas, Geoffrey Fox, "Twister2: Tset high-performance iterative dataflow." In the proceedings of 2019 International Conference on High Performance Big Data and Intelligent Systems (HPBD&IS), 2019.
Selahattin Akkas, Sahaj Maini, Judy Qiu, "A fast video image detection using tensorflow mobile networks for racing cars." In the proceedings of 2019 IEEE International Conference on Big Data (Big Data), 2019.
Pulasthi Wickramasinghe, Niranda Perera, Supun Kamburugamuve, Kannan Govindarajan, Vibhatha Abeykoon, Chathura Widanage, Ahmet Uyar, Gurhan Gunduz, Selahattin Akkas, Geoffrey Fox, "High-performance iterative dataflow abstractions in Twister2: TSet." Concurrency and Computation: Practice and Experience, 2020.
Bo Peng, Jiayu Li, Selahattin Akkas, Takuya Araki, Ohno Yoshiyuki, Judy Qiu, "Rank Position Forecasting in Car Racing." In the proceedings of 2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2021.
Ahmet Uyar, Selahattin Akkas, Jiayu Li, Judy Fox, "Intel optane dcpmm and serverless computing." arXiv preprint arXiv:2109.11021 (2021)
Selahattin Akkas and Ariful Azad, "JGCL: Joint Self-Supervised and Supervised Graph Contrastive Learning." In the companion proceedings of the Web Conference 2022. 2022.
Selahattin Akkas and Ariful Azad, "GNNShap: Scalable and Accurate GNN Explanation using Shapley Values." arXiv preprint arXiv:2401.04829 (2024)