Applied and Computational Topology
Influence Maximization on Hypergraphs via Similarity-based Diffusion
Mehmet Aktas, Sidra Jawaid, Ihsan Gokalp, Esra Akbas
Proceedings of the 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 1197-1206.
[Paper]Liars are more influential: Effect of Deception in Influence Maximization on Social Networks
Mehmet Aktas, Esra Akbas, Ashley Hahn
arXiv:2203.11275.
[Paper]Identifying critical higher-order interactions in complex networks
Mehmet Aktas, Thu Nguyen, Sidra Jawaid, Rakin Riza, Esra Akbas
Nature Scientific Reports 11, 21288, 2021.
[Paper]Homology Preserving Graph Compression
Mehmet Aktas, Thu Nguyen, Esra Akbas
Proceedings of the IEEE International Conference on Machine Learning and Applications (ICMLA), 2021.
[Paper]Influential nodes detection in complex networks via diffusion frechet function
Mehmet Aktas, Sidra Jawaid, Ebony Harrington, Esra Akbas
Proceedings of the IEEE International Conference on Machine Learning and Applications (ICMLA), 2021.
[Paper]Hypergraph Laplacians in Diffusion Framework
Mehmet Aktas, Esra Akbas
Proceedings of the 10th International Conference on Complex Networks and their Applications , 2021.
[Paper]Graph Classification via Heat Diffusion on Simplicial Complexes
Mehmet Aktas, Esra Akbas
IEEE Access 9: 12291-12300, 2021
[Paper]Bot Detection on Social Networks using Persistent Homology
Minh Nguyen, Mehmet Aktas, Esra Akbas
MDPI Mathematical and Computational Applications, 25 (3), 58, 2020
[Paper]Proximity-Based Compression for Network Embedding
Ifte Islam, Farhan Tanvir, Ginger Johnson, Esra Akbas, Mehmet Aktas
Frontiers in big Data 3, 2020
[Paper]Text classification via network topology: A case study on the Holy Quran
Mehmet Aktas, Esra Akbas
Proceedings of the IEEE International Conference on Machine Learning and Applications, 2019
[Paper]Classification of Turkish makam music: a topological approach
Mehmet Aktas, Esra Akbas, Jason Papayik, Yunus Kovankaya
Journal of Mathematics and Music, DOI: 10.1080/17459737.2019.1622810, 2019.
[Paper]Persistence Homology of Networks: Methods and Applications
Mehmet Aktas, Esra Akbas, Ahmed El Fatmaoui
Applied Network Science, 2019.
[Paper]Network Embedding: on Compression and Learning
Esra Akbas, Mehmet Aktas
Proceedings of the IEEE Big Data Conference, 2019.
[Paper]Topological Data Analysis of Attribute Networks using Diffusion Frechet Function with Ego-Networks
Warren Keil, Mehmet Aktas
Complex Networks: International Conference on Complex Networks and Their Applications (extended abstract), Cambridge, United Kingdom, 2018.
[Paper]Differential transcriptional regulation by alternatively designed mechanisms: Mathematical Modeling Approach
Necmettin Yildirim, Mehmet Aktas, Seyma Ozcan, Esra Akbas, Ahmet Ay
In Silico Biology, pp. 1-33, 2016
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