| Detection of fake news campaigns using graph convolutional networks D Michail, N Kanakaris, I Varlamis International Journal of Information Management Data Insights 2 (2), 100104, 2022 | 53 | 2022 |
| A comparative assessment of state-of-the-art methods for multilingual unsupervised keyphrase extraction N Giarelis, N Kanakaris, N Karacapilidis IFIP International conference on artificial intelligence applications and …, 2021 | 50 | 2021 |
| An innovative graph-based approach to advance feature selection from multiple textual documents N Giarelis, N Kanakaris, N Karacapilidis IFIP international conference on artificial intelligence applications and …, 2020 | 27 | 2020 |
| On a novel representation of multiple textual documents in a single graph N Giarelis, N Kanakaris, N Karacapilidis International conference on intelligent decision technologies, 105-115, 2020 | 25 | 2020 |
| Combining machine learning and operations research methods to advance the project management practice N Kanakaris, N Karacapilidis, G Kournetas, A Lazanas International Conference on Operations Research and Enterprise Systems, 135-155, 2019 | 23 | 2019 |
| Shall i work with them? A knowledge graph-based approach for predicting future research collaborations N Kanakaris, N Giarelis, I Siachos, N Karacapilidis Entropy 23 (6), 664, 2021 | 21 | 2021 |
| Leveraging reinforcement learning and large language models for code optimization S Duan, N Kanakaris, X Xiao, H Ping, C Zhou, NK Ahmed, G Ma, ... arXiv preprint arXiv:2312.05657, 2023 | 17 | 2023 |
| On the utilization of structural and textual information of a scientific knowledge graph to discover future research collaborations: a link prediction perspective N Giarelis, N Kanakaris, N Karacapilidis International conference on discovery science, 437-450, 2020 | 16 | 2020 |
| Towards reproducible bioinformatics: the OpenBio-C scientific workflow environment A Kanterakis, G Iatraki, K Pityanou, L Koumakis, N Kanakaris, ... 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019 | 16 | 2019 |
| On the Advancement of Project Management through a Flexible Integration of Machine Learning and Operations Research Tools. N Kanakaris, NI Karacapilidis, A Lazanas ICORES, 362-369, 2019 | 16 | 2019 |
| Personalized graph-based retrieval for large language models S Au, CJ Dimacali, O Pedirappagari, N Park, F Dernoncourt, Y Wang, ... arXiv preprint arXiv:2501.02157, 2025 | 14 | 2025 |
| A structure-aware framework for learning device placements on computation graphs S Duan, H Ping, N Kanakaris, X Xiao, P Kyriakis, NK Ahmed, P Zhang, ... NeurIPS 2024, 2024 | 12 | 2024 |
| Hdlcore: A training-free framework for mitigating hallucinations in llm-generated hdl H Ping, S Li, P Zhang, A Cheng, S Duan, N Kanakaris, X Xiao, W Yang, ... arXiv preprint arXiv:2503.16528, 2025 | 11 | 2025 |
| Making personnel selection smarter through word embeddings: A graph-based approach N Kanakaris, N Giarelis, I Siachos, N Karacapilidis Machine Learning with Applications 7, 100214, 2022 | 11 | 2022 |
| Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models X Xiao, H Ping, C Zhou, D Cao, Y Li, Y Zhou, S Li, N Kanakaris, P Bogdan ICLR 2025, 2025 | 10* | 2025 |
| Predicting prices of Airbnb listings via Graph Neural Networks and Document Embeddings: The case of the island of Santorini N Kanakaris, N Karacapilidis Procedia Computer Science 219, 705-712, 2023 | 7 | 2023 |
| Software bug prediction using graph neural networks and graph-based text representations I Siachos, N Kanakaris, N Karacapilidis Expert Systems with Applications 259, 125290, 2025 | 6 | 2025 |
| Icml topological deep learning challenge 2024: Beyond the graph domain G Bernárdez, L Telyatnikov, M Montagna, F Baccini, M Papillon, ... arXiv preprint arXiv:2409.05211, 2024 | 5 | 2024 |
| Leveraging open innovation practices through a novel ICT platform E Adamides, N Giarelis, N Kanakaris, N Karacapilidis, ... International KES Conference on Human Centred Intelligent Systems, 3-12, 2023 | 5 | 2023 |
| On the Exploitation of Textual Descriptions for a Better-informed Task Assignment Process. N Kanakaris, NI Karacapilidis, G Kournetas ICORES, 304-310, 2020 | 4 | 2020 |
Nikos KaracapilidisProfessor of Information Systems, University of Patras, GreeceVerified email at upatras.gr
