Revisiting K-mer Profile for Effective and Scalable Genome Representation Learning

Authors: Celikkanat, Abdulkadir, Masegosa, Andres R., Nielsen, Thomas D.

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computational Engineering, Finance, and Science, Quantitative Biology - Genomics

Access URL: http://arxiv.org/abs/2411.02125

A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations

Authors: Nakis, N., Celikkanat, A., Lehmann, S., Morup, M.

Source: IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 36(4):1399-1412 Apr, 2024

Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Model

Authors: Nakis, Nikolaos, Celikkanat, Abdulkadir, Boucherie, Louis, Lehmann, Sune, Mørup, Morten

Subject Terms: Computer Science - Social and Information Networks, Computer Science - Artificial Intelligence, Computer Science - Digital Libraries

Access URL: http://arxiv.org/abs/2403.00032

NodeSig: Binary Node Embeddings via Random Walk Diffusion

Authors: Celikkanat, Abdulkadir, Malliaros, Fragkiskos D., Papadopoulos, Apostolos N.

Source: 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) Advances in Social Networks Analysis and Mining (ASONAM), 2022 IEEE/ACM International Conference on. :68-75 Nov, 2022

Relation: 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)

Continuous-time Graph Representation with Sequential Survival Process

Authors: Celikkanat, Abdulkadir, Nakis, Nikolaos, Mørup, Morten

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2312.13068

Multiple Kernel Representation Learning on Networks

Authors: Celikkanat, A., Shen, Y., Malliaros, F.D.

Source: IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 35(6):6113-6125 Jun, 2023

A Hybrid Membership Latent Distance Model for Unsigned and Signed Integer Weighted Networks

Authors: Nakis, Nikolaos, Çelikkanat, Abdulkadir, Mørup, Morten

Subject Terms: Computer Science - Social and Information Networks, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2308.15293

Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging

Authors: Talman, Aarne, Celikkanat, Hande, Virpioja, Sami, Heinonen, Markus, Tiedemann, Jörg

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2304.04726

Characterizing Polarization in Social Networks using the Signed Relational Latent Distance Model

Authors: Nakis, Nikolaos, Çelikkanat, Abdulkadir, Boucherie, Louis, Djurhuus, Christian, Burmester, Felix, Holmelund, Daniel Mathias, Frolcová, Monika, Mørup, Morten

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2301.09507

Multiomics Data Integration for Gene Regulatory Network Inference with Exponential Family Embeddings

Authors: Jagtap, S., Celikkanat, A., Piravre, A., Bidard, F., Duval, L., Malliaros, F.D.

Source: 2021 29th European Signal Processing Conference (EUSIPCO) Signal Processing Conference (EUSIPCO), 2021 29th European. :1221-1225 Aug, 2021

Relation: 2021 29th European Signal Processing Conference (EUSIPCO)

Piecewise-Velocity Model for Learning Continuous-time Dynamic Node Representations

Authors: Çelikkanat, Abdulkadir, Nakis, Nikolaos, Mørup, Morten

Subject Terms: Computer Science - Machine Learning, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2212.12345

HM-LDM: A Hybrid-Membership Latent Distance Model

Authors: Nakis, Nikolaos, Çelikkanat, Abdulkadir, Mørup, Morten

Subject Terms: Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2206.03463

A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations

Authors: Nakis, Nikolaos, Çelikkanat, Abdulkadir, Jørgensen, Sune Lehmann, Mørup, Morten

Subject Terms: Computer Science - Social and Information Networks, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2204.05885

Kernel Node Embeddings

Authors: Celikkanat, Abdulkadir, Malliaros, Fragkiskos D.

Source: 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP) Signal and Information Processing (GlobalSIP), 2019 IEEE Global Conference on. :1-5 Nov, 2019

Relation: 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP)

Topic-aware latent models for representation learning on networks

Authors: Çelikkanat, Abdulkadir, Malliaros, Fragkiskos D.

Source: Pattern Recognition Letters 144 (2021) pp. 89-96

Subject Terms: Computer Science - Machine Learning, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2111.05576

A Deep Incremental Boltzmann Machine for Modeling Context in Robots

Authors: Irmak Dogan, Fethiye, Celikkanat, Hande, Kalkan, Sinan

Source: 2018 IEEE International Conference on Robotics and Automation (ICRA) Robotics and Automation (ICRA), 2018 IEEE International Conference on. :2411-2416 May, 2018

Relation: 2018 IEEE International Conference on Robotics and Automation (ICRA)

Assessment of the relationship between executive Nurses’ leadership Self-Efficacy and medical artificial intelligence readiness

Authors: Eminoğlu, Ayşe, Çelikkanat, Şirin

Source: In International Journal of Medical Informatics April 2024 184

NodeSig: Binary Node Embeddings via Random Walk Diffusion

Authors: Çelikkanat, Abdulkadir, Malliaros, Fragkiskos D., Papadopoulos, Apostolos N.

Subject Terms: Computer Science - Machine Learning, Computer Science - Social and Information Networks, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2010.00261

Beliefs and views of breastfeeding mothers regarding human milk banking: A qualitative study

Authors: Karacan, Emine, Çelikkanat, Şirin, Güngörmüş, Zeynep

Source: In Nutrition March 2024 119

Decoding emotional valence from electroencephalographic rhythmic activity

Authors: Celikkanat, Hande, Moriya, Hiroki, Ogawa, Takeshi, Kauppi, Jukka-Pekka, Kawanabe, Motoaki, Hyvarinen, Aapo

Source: 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE. :4143-4146 Jul, 2017

Relation: 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)