Katerina Potika

Orcid: 0000-0003-0332-1347

According to our database1, Katerina Potika authored at least 52 papers between 2003 and 2024.

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Bibliography

2024
Community Detection Using Deep Learning: Combining Variational Graph Autoencoders with Leiden and K-Truss Techniques.
Inf., September, 2024

A comparison of graph neural networks for malware classification.
J. Comput. Virol. Hacking Tech., 2024

Learning to Play the Trading Game: Exploring Reinforcement Learning-Based Stock Trading Bots.
Proceedings of the 10th IEEE International Conference on Big Data Computing Service and Machine Learning Applications, 2024

Message from the Technical Program Chairs: IEEE BDS 2024.
Proceedings of the 10th IEEE International Conference on Big Data Computing Service and Machine Learning Applications, 2024

2023
CoDiS: Community Detection via Distributed Seed Set Expansion on Graph Streams.
Inf., 2023

Using Graph Neural Networks for Social Recommendations.
Algorithms, 2023

Autonomous Lending Organization on Ethereum with Credit Scoring.
Proceedings of the Silicon Valley Cybersecurity Conference, 2023

Classifying Real and Bot Users Based on their News Spread for Combating Misinformation.
Proceedings of the IEEE International Conference on Service-Oriented System Engineering, 2023

Knowledge Graphs for Textbooks: Extraction and Completion Techniques.
Proceedings of the Sixth IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2023

2022
TontineCoin: Survivor-based Proof-of-Stake.
Peer-to-Peer Netw. Appl., 2022

Twitter Bot Detection using Social Network Analysis.
Proceedings of the Fourth International Conference on Transdisciplinary AI, 2022

A parallel community detection algorithm based on spanning trees.
Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

2021
Improved algorithm to determine 3-colorability of graphs with minimum degree at least 7.
Discret. Appl. Math., 2021

Cyberbullying Classification based on Social Network Analysis.
Proceedings of the Seventh IEEE International Conference on Big Data Computing Service and Applications, 2021

Fake News Analysis and Graph Classification on a COVID-19 Twitter Dataset.
Proceedings of the Seventh IEEE International Conference on Big Data Computing Service and Applications, 2021

Prediction of higher-order links using global vectors and Hasse diagrams.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Convolutional neural networks for image spam detection.
Inf. Secur. J. A Glob. Perspect., 2020

Stock Market Prediction Using Ensemble of Graph Theory, Machine Learning and Deep Learning Models.
Proceedings of the ICSIM '20: The 3rd International Conference on Software Engineering and Information Management, 2020

TontineCoin: Murder-Based Proof-of-Stake.
Proceedings of the 2nd IEEE International Conference on Decentralized Applications and Infrastructures, 2020

Overlapping Community Detection via Minimum Spanning Tree Computations.
Proceedings of the 6th IEEE International Conference on Big Data Computing Service and Applications, 2020

Find me if You Can: Aligning Users in Different Social Networks.
Proceedings of the 6th IEEE International Conference on Big Data Computing Service and Applications, 2020

Higher-order Link Prediction Using Triangle Embeddings.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

GloVeNoR: GloVe for Node Representations with Second Order Random Walks.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019
An analysis of Android adware.
J. Comput. Virol. Hacking Tech., 2019

Editorial for Special Issue on "Big Data and Smart Cities".
Big Data Res., 2019

Weight assignment on edges towards improved community detection.
Proceedings of the 23rd International Database Applications & Engineering Symposium, 2019

Exploratory data analysis and crime prediction for smart cities.
Proceedings of the 23rd International Database Applications & Engineering Symposium, 2019

Short Paper: Graph Classification with Kernels, Embeddings and Convolutional Neural Networks.
Proceedings of the First International Conference on Graph Computing, 2019

2018
Detecting Encrypted and Polymorphic Malware Using Hidden Markov Models.
Proceedings of the Guide to Vulnerability Analysis for Computer Networks and Systems, 2018

Path multicoloring in spider graphs with even color multiplicity.
Inf. Process. Lett., 2018

Minimum multiplicity edge coloring via orientation.
Discret. Appl. Math., 2018

Support Vector Machines for Image Spam Analysis.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

Community Detection via Neighborhood Overlap and Spanning Tree Computations.
Proceedings of the Algorithmic Aspects of Cloud Computing - 4th International Symposium, 2018

2017

Viral Marketing for Smart Cities: Influencers in Social Network Communities.
Proceedings of the Third IEEE International Conference on Big Data Computing Service and Applications, 2017

2016
Threshold-Bounded Influence Dominating Sets for Recommendations in Social Networks.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015
Scheduling Connections via Path and Edge Multicoloring.
Proceedings of the Ad-hoc, Mobile, and Wireless Networks - 14th International Conference, 2015

2012
On a Noncooperative Model for Wavelength Assignment in Multifiber Optical Networks.
IEEE/ACM Trans. Netw., 2012

2011
An experimental study of maximum profit wavelength assignment in WDM rings.
Networks, 2011

2010
Area-Feature Boundary Labeling.
Comput. J., 2010

2008
On a Non-cooperative Model for Wavelength Assignment in Multifiber Optical Networks.
Proceedings of the Algorithms and Computation, 19th International Symposium, 2008

Maximum Profit Wavelength Assignment in WDM Rings.
Proceedings of the Seventh Cologne Twente Workshop on Graphs and Combinatorial Optimization, 2008

2007
Path multicoloring with fewer colors in spiders and caterpillars.
Computing, 2007

Line Crossing Minimization on Metro Maps.
Proceedings of the Graph Drawing, 15th International Symposium, 2007

Selfish Routing and Path Coloring in All-Optical Networks.
Proceedings of the Combinatorial and Algorithmic Aspects of Networking, 4th Workshop, 2007

2006
Routing and wavelength assignment in multifiber WDM networks with non-uniform fiber cost.
Comput. Networks, 2006

Multi-stack Boundary Labeling Problems.
Proceedings of the FSTTCS 2006: Foundations of Software Technology and Theoretical Computer Science, 2006

Polygon labelling of minimum leader length.
Proceedings of the Asia-Pacific Symposium on Information Visualisation, 2006

2005
Boundary Labelling of Optimal Total Leader Length.
Proceedings of the Advances in Informatics, 2005

Maximizing the Number of Connections in Multifiber WDM Chain, Ring and Star Networks.
Proceedings of the NETWORKING 2005: Networking Technologies, 2005

2004
Fiber Cost Reduction and Wavelength Minimization in Multifiber WDM Networks.
Proceedings of the NETWORKING 2004, 2004

2003
Resource Allocation Problems in Multifiber WDM Tree Networks.
Proceedings of the Graph-Theoretic Concepts in Computer Science, 2003


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