Mustafa Coskun

According to our database, Mustafa Coskun authored at least 22 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

ArnoldiGCL: Graph Contrastive Learning via Learnable Arnoldi-Based Guided Spectral Chebyshev Polynomial Filters.

Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

Intelligent traffic light systems using edge flow predictions.

Adam Rizvi Thahir, Mustafa Coskun, Sultan Kübra Kiliç, Vehbi Cagri Gungor

Comput. Stand. Interfaces, January, 2024

Generalized Learning of Coefficients in Spectral Graph Convolutional Networks.

Mustafa Coskun, Ananth Grama, Mehmet Koyutürk

Proceedings of the IEEE International Conference on Knowledge Graph, 2024

2023

Intrinsic graph topological correlation for graph convolutional network propagation.

Mustafa Coskun

Comput. Stand. Interfaces, 2023

Canonical Representation of Biological Networks Using Graph Convolution.

Mengzhen Li, Mustafa Coskun, Mehmet Koyutürk

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022

Consensus embedding for multiple networks: Computation and applications.

Mengzhen Li, Mustafa Coskun, Mehmet Koyutürk

Netw. Sci., 2022

2021

Fast computation of Katz index for efficient processing of link prediction queries.

Mustafa Coskun, Abdelkader Baggag, Mehmet Koyutürk

Data Min. Knowl. Discov., 2021

Node similarity-based graph convolution for link prediction in biological networks.

Mustafa Coskun, Mehmet Koyutürk

Bioinform., 2021

2020

Integrated querying and version control of context-specific biological networks.

Tyler Cowman, Mustafa Coskun, Ananth Grama, Mehmet Koyutürk

Database J. Biol. Databases Curation, 2020

Assessing Employee Attrition Using Classifications Algorithms.

Fatma Ozdemir, Mustafa Coskun, Cengiz Gezer, Vehbi Çagri Güngör

Proceedings of the ICISDM 2020: The 4th International Conference on Information System and Data Mining, 2020

2019

Hidden Smile Correlation Discovery Across Subjects Using Random Walk with Restart.

Haotian Jiang, Mustafa Coskun, Alaa Badokhon, Menghan Liu, Ming-Chun Huang

IEEE Trans. Affect. Comput., 2019

Expanding Label Sets for Graph Convolutional Networks.

Mustafa Coskun, Burcu Bakir-Gungor, Mehmet Koyutürk

CoRR, 2019

Graph Convolutional Networks Meet with High Dimensionality Reduction.

Mustafa Coskun

CoRR, 2019

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Mustafa Coskun, Hilal Hacilar, Cengiz Gezer, Vehbi Cagri Gungor

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

2018

Indexed Fast Network Proximity Querying.

Mustafa Coskun, Ananth Grama, Mehmet Koyutürk

Proc. VLDB Endow., 2018

#europehappinessmap: A Framework for Multi-Lingual Sentiment Analysis via Social Media Big Data (A Twitter Case Study).

Mustafa Coskun, Meltem Özturan

Inf., 2018

Usage factors of location-based social applications: the case of Foursquare.

Birgul Kutlu, Aysun Bozanta, Mustafa Coskun

Int. J. Web Based Communities, 2018

Deep Reinforcement Learning for Traffic Light Optimization.

Mustafa Coskun, Abdelkader Baggag, Sanjay Chawla

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017

Drug Response Prediction as a Link Prediction Problem.

Zachary Stanfield, Mustafa Coskun, Mehmet Koyutürk

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016

Efficient Processing of Network Proximity Queries via Chebyshev Acceleration.

Mustafa Coskun, Ananth Grama, Mehmet Koyutürk

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Determining the Appropriate Amount of Anesthetic Gas Using DWT and EMD Combined with Neural Network.

Mustafa Coskun, Hüseyin Gürüler, Ayhan Istanbullu, Musa Peker

J. Medical Syst., 2015

Link Prediction in Large Networks by Comparing the Global View of Nodes in the Network.

Mustafa Coskun, Mehmet Koyutürk

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015