Search Results - "Aktas, Mehmet Emin"

Identifying critical higher-order interactions in complex networks by Aktas, Mehmet Emin, Nguyen, Thu, Jawaid, Sidra, Riza, Rakin, Akbas, Esra

“…Diffusion on networks is an important concept in network science observed in many situations such as information spreading and rumor controlling in social…”
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Proximity-Based Compression for Network Embedding by Islam, Muhammad Ifte, Tanvir, Farhan, Johnson, Ginger, Akbas, Esra, Aktas, Mehmet Emin

“…Network embedding that encodes structural information of graphs into a low-dimensional vector space has been proven to be essential for network analysis…”
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Exploring Similarity-Based Graph Compression for Efficient Network Analysis and Embedding by Akin, Hamdi Selim, Aktas, Mehmet Emin, Islam, Muhammed Ifte, Hossain, Tanvir, Akbas, Esra

“…Network analysis is an emerging field with a wide spectrum of applications across many disciplines such as social networks, computer networks, and healthcare…”
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Classification of Turkish makam music: a topological approach by Aktas, Mehmet Emin, Akbas, Esra, Papayik, Jason, Kovankaya, Yunus

“…In this paper, we study Turkish makam music, a system of varied melodies and chords, computationally. Our main goal is to classify the makams using their…”
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Differential transcriptional regulation by alternatively designed mechanisms: A mathematical modeling approach by Yildirim, Necmettin, Aktas, Mehmet Emin, Ozcan, Seyma Nur, Akbas, Esra, Ay, Ahmet

“…Cells maintain cellular homeostasis employing different regulatory mechanisms to respond external stimuli. We study two groups of signal-dependent…”
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Topology Of N-Gonal Curve Complements by Aktas, Mehmet Emin

“…This thesis has two parts. The first part concerns topological invariants of the n-gonal plane curves. Our first result is an application of Krammer…”
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Network Embedding: on Compression and Learning by Akbas, Esra, Aktas, Mehmet Emin

“…Recently, network embedding that encodes structural information of graphs into a vector space has become popular for network analysis. Although recent methods…”
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Hypergraph Laplacians in Diffusion Framework by Aktas, Mehmet Emin, Akbas, Esra

“…Networks are important structures used to model complex systems where interactions take place. In a basic network model, entities are represented as nodes, and…”
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Text Classification via Network Topology: A Case Study on the Holy Quran by Aktas, Mehmet Emin, Akbas, Esra

“…Due to the growth in the number of texts and documents available online, machine learning based text classification systems are getting more popular recently…”
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Liars are more influential: Effect of Deception in Influence Maximization on Social Networks by Aktas, Mehmet Emin, Akbas, Esra, Hahn, Ashley

“…Detecting influential users, called the influence maximization problem on social networks, is an important graph mining problem with many diverse applications…”
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Topology-guided Hypergraph Transformer Network: Unveiling Structural Insights for Improved Representation by Saifuddin, Khaled Mohammed, Aktas, Mehmet Emin, Akbas, Esra

“…Hypergraphs, with their capacity to depict high-order relationships, have emerged as a significant extension of traditional graphs. Although Graph Neural…”
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Homology Preserving Graph Compression by Aktas, Mehmet Emin, Nguyen, Thu, Akbas, Esra

“…Recently, topological data analysis (TDA) that studies the shape of data by extracting its topological features has become popular in applied network science…”
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Graph Classification via Heat Diffusion on Simplicial Complexes by Aktas, Mehmet Emin, Akbas, Esra

“…In this paper, we study the graph classification problem in vertex-labeled graphs. Our main goal is to classify the graphs comparing their higher-order…”
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Dessins d'Enfants of Trigonal Curves by Aktas, Mehmet Emin

“…In this paper, we focus on properties of dessins d'enfants associated to trigonal curves. Degtyarev studied dessins d'enfants to compute braid monodromies and…”
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Influential nodes detection in complex networks via diffusion Fréchet function by Aktas, Mehmet Emin, Jawaid, Sidra, Harrington, Ebony, Akbas, Esra

“…Identifying influential nodes in a complex network is an important graph mining problem with many diverse applications such as information propagation, market…”
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Hypergraph Classification via Persistent Homology by Aktas, Mehmet Emin, Nguyen, Thu, Riza, Rakin, Islam, Muhammad Ifte, Akbas, Esra

“…Persistent homology is a mathematical tool used for studying the shape of data by extracting its topological features. It has gained popularity in network…”
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Influence Maximization on Hypergraphs via Similarity-based Diffusion by Aktas, Mehmet Emin, Jawaid, Sidra, Gokalp, Ihsan, Akbas, Esra

“…Influence maximization is an important problem in network science that aims to detect critical structures, such as nodes and interactions, with a higher…”
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Identifying critical higher-order interactions in complex networks by Aktas, Mehmet Emin, Nguyen, Thu, Jawaid, Sidra, Riza, Rakin, Akbas, Esra

“…Information diffusion on networks is an important concept in network science observed in many situations such as information spreading and rumor controlling in…”
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Persistence Homology of Networks: Methods and Applications by Aktas, Mehmet Emin, Akbas, Esra, Fatmaoui, Ahmed El

“…Information networks are becoming increasingly popular to capture complex relationships across various disciplines, such as social networks, citation networks,…”
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A polynomial invariant for plane curve complements: Krammer polynomials by Aktas, Mehmet Emin, Cellat, Serdar, Gurdogan, Hubeyb

“…We use the Krammer representation of the braid group in Libgober's invariant and construct a new multivariate polynomial invariant for curve complements:…”
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