Antonia Gogoglou

According to our database, Antonia Gogoglou authored at least 16 papers between 2015 and 2020.

Collaborative distances:

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

2020

A Data-Driven Unified Framework for Predicting Citation Dynamics.

Antonia Gogoglou, Yannis Manolopoulos

IEEE Trans. Big Data, 2020

Quantifying Challenges in the Application of Graph Representation Learning.

Antonia Gogoglou, C. Bayan Bruss, Brian Nguyen, Reza Sarshogh, Keegan E. Hines

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Navigating the dynamics of financial embeddings over time.

Antonia Gogoglou, Brian Nguyen, Alan Salimov, Jonathan B. Rider, C. Bayan Bruss

Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020

2019

On the Interpretability and Evaluation of Graph Representation Learning.

Antonia Gogoglou, C. Bayan Bruss, Keegan E. Hines

CoRR, 2019

DeepTrax: Embedding Graphs of Financial Transactions.

C. Bayan Bruss, Anish Khazane, Jonathan Rider, Richard Serpe, Antonia Gogoglou, Keegan E. Hines

CoRR, 2019

DeepTrax: Embedding Graphs of Financial Transactions.

Anish Khazane, Jonathan Rider, Max Serpe, Antonia Gogoglou, Keegan E. Hines, C. Bayan Bruss, Richard Serpe

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Rainbow ranking: an adaptable, multidimensional ranking method for publication sets.

Georgios Stoupas, Antonis Sidiropoulos, Antonia Gogoglou, Dimitrios Katsaros, Yannis Manolopoulos

Scientometrics, 2018

Network Analysis of the Science of Science: A Case Study in SOFSEM Conference.

Antonia Gogoglou, Theodora Tsikrika, Yannis Manolopoulos

Proceedings of the SOFSEM 2018: Theory and Practice of Computer Science - 44th International Conference on Current Trends in Theory and Practice of Computer Science, Krems, Austria, January 29, 2018

2017

Complex networks and machine learning in scientometrics

Antonia Gogoglou

PhD thesis, 2017

The fractal dimension of a citation curve: quantifying an individual's scientific output using the geometry of the entire curve.

Antonia Gogoglou, Antonis Sidiropoulos, Dimitrios Katsaros, Yannis Manolopoulos

Scientometrics, 2017

A Rainbow at the Skyline after the Storm of Indicators for Ranking Scientists.

Georgios Stoupas, Antonis Sidiropoulos, Antonia Gogoglou, Dimitrios Katsaros, Yannis Manolopoulos

Proceedings of the 16th International Conference on Scientometrics and Informetrics, 2017

Predicting the Evolution of Scientific Output.

Antonia Gogoglou, Yannis Manolopoulos

Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

2016

Gazing at the skyline for star scientists.

Antonis Sidiropoulos, Antonia Gogoglou, Dimitrios Katsaros, Yannis Manolopoulos

J. Informetrics, 2016

Early malicious activity discovery in microblogs by social bridges detection.

Antonia Gogoglou, Zenonas Theodosiou, Tasos Kounoudes, Athena Vakali, Yannis Manolopoulos

Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology, 2016

A Scientist's Impact over Time: The Predictive Power of Clustering with Peers.

Antonia Gogoglou, Antonis Sidiropoulos, Dimitrios Katsaros, Yannis Manolopoulos

Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

2015

Bibliometric indices for the assessment of the citation curve tail.

Antonia Gogoglou, Antonis Sidiropoulos, Dimitrios Katsaros, Yannis Manolopoulos

Proceedings of the 19th Panhellenic Conference on Informatics, 2015