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ORCIDGeorgios Drakopoulos
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2020 – today
- 2024
[c55]Eleanna Kafeza
, Georgios Drakopoulos, Phivos Mylonas:
Graph Neural Networks in PyTorch for Link Prediction in Industry 4.0 Process Graphs. AIAI (3) 2024: 220-234- 2023
- [c54]Georgios Drakopoulos, Phivos Mylonas:
Higher Order Probabilistic Analysis of Network Trajectories of Intelligent Agents in Thespian. SEEDA-CECNSM 2023: 1-7 - [c53]Michalis Nikolaou, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas:
Intelligent Agents with Graph Mining for Link Prediction over Neo4j. WEBIST 2023: 504-511 - [e1]Georgios Drakopoulos, Eleanna Kafeza:
Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Atlanta, USA, October 17-21, 2022. CEUR Workshop Proceedings 3318, CEUR-WS.org 2023 [contents] - [i2]Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas:
An Architecture For Cooperative Mobile Health Applications. CoRR abs/2301.04720 (2023) - [i1]Georgios Drakopoulos, Michael Marountas, Xenophon Liapakis, Giannis Tzimas, Phivos Mylonas, Spyros Sioutas:
Blockchain For Mobile Health Applications: Acceleration With GPU Computing. CoRR abs/2301.04725 (2023) - 2022
- [j15]Yorghos Voutos, Georgios Drakopoulos, Georgios Chrysovitsiotis, Zoi Zachou, Dimitris Kikidis, Efthymios Kyrodimos, Themis P. Exarchos:
Multimodal Lip-Reading for Tracheostomy Patients in the Greek Language. Comput. 11(3): 34 (2022) - [j14]Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Haseena Al Katheeri:
Higher Order Trust Ranking of LinkedIn Accounts with Iterative Matrix Methods. Int. J. Artif. Intell. Tools 31(7): 2260001:1-2260001:23 (2022) - [j13]Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas:
Self organizing maps for cultural content delivery. Neural Comput. Appl. 34(22): 19547-19564 (2022) - [j12]Georgios Drakopoulos, Eleanna Kafeza:
Report on the 2nd International Workshop on Transforms in Behavioral and Affective Computing (THECOG 2022) at CIKM 2022. SIGIR Forum 56(2): 18:1-18:7 (2022) - [c52]Georgios Drakopoulos, Phivos Mylonas:
A Genetic Algorithm For Boolean Semiring Matrix Factorization With Applications To Graph Mining. IEEE Big Data 2022: 3864-3870 - [c51]Georgios Drakopoulos, Eleanna Kafeza:
THECOG 2022 - Transforms In Behavioral And Affective Computing (Revisited). CIKM 2022: 5163-5164 - [c50]Georgios Drakopoulos, Eleanna Kafeza:
Estimating The MBTI Of Twitter Accounts With Graph Neural Networks Over Neo4j. CIKM Workshops 2022 - [c49]Georgios Drakopoulos, Phivos Mylonas:
Extreme Learning Machines For Efficient Speech Emotion Estimation In Julia. CIKM Workshops 2022 - [c48]Aristeidis Karras, Christos N. Karras, Georgios Drakopoulos, Dimitrios Tsolis, Phivos Mylonas, Spyros Sioutas:
SAF: A Peer to Peer IoT LoRa System for Smart Supply Chain in Agriculture. AIAI (2) 2022: 41-50 - [c47]Georgios Drakopoulos, Eleanna Kafeza, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas:
Simulating Blockchain Consensus Protocols in Julia: Proof of Work vs Proof of Stake. AIAI Workshops 2022: 357-369 - [c46]Christos N. Karras, Aristeidis Karras, Georgios Drakopoulos, Dimitrios Tsolis, Phivos Mylonas, Spyros Sioutas:
A LoRa-Based Emotion Estimation Scheme for Smart Home Automated Actions Using ELMs. ISC2 2022: 1-7 - [c45]Christos N. Karras, Aristeidis Karras, Georgios Drakopoulos, Konstantinos Tsakalidis, Phivos Mylonas, Spyros Sioutas:
Weighted Reservoir Sampling On Evolving Streams: A Sampling Algorithmic Framework For Stream Event Identification. SETN 2022: 26:1-26:9 - [c44]Georgios Drakopoulos, Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Phivos Mylonas, Spyros Sioutas:
Decomposing Twitter Graphs Based On Hashtag Trajectories: Mining And Clustering Paths Over MongoDB. SETN 2022: 27:1-27:8 - [c43]Georgios Drakopoulos, Phivos Mylonas:
Facilitating Current Higher Education Trends With Behavioral Strategies. SMAP 2022: 1-7 - 2021
- [j11]Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas:
Discovering sentiment potential in Twitter conversations with Hilbert-Huang spectrum. Evol. Syst. 12(1): 3-17 (2021) - [j10]Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Lazaros Iliadis:
Transform-based graph topology similarity metrics. Neural Comput. Appl. 33(23): 16363-16375 (2021) - [c42]Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Spyros Sioutas:
Approximate High Dimensional Graph Mining With Matrix Polar Factorization: A Twitter Application. IEEE BigData 2021: 4441-4449 - [c41]Georgios Drakopoulos, Eleanna Kafeza:
THECOG - Transforms In Behavioral And Affective Computing. CIKM 2021: 4876-4877 - [c40]Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Spyros Sioutas:
A graph neural network for fuzzy Twitter graphs. CIKM Workshops 2021 - [c39]Michael Marountas, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas:
Recommending Database Architectures for Social Queries: A Twitter Case Study. AIAI 2021: 715-728 - [c38]Georgios Drakopoulos, Yorghos Voutos, Phivos Mylonas, Spyros Sioutas:
Motivating Item Annotations In Cultural Portals With UI/UX Based On Behavioral Economics. IISA 2021: 1-6 - [c37]Christina Saravanos, Georgios Drakopoulos, Andreas Kanavos, Eleanna Kafeza, Christos Makris:
Discovering Influential Twitter Authors Via Clustering And Ranking On Apache Storm. IISA 2021: 1-8 - [c36]Yorghos Voutos, Georgios Drakopoulos, Georgios Chrysovitsiotis, Zoi Zachou, Dimitris Kikidis, Efthymios Kyrodimos, Themis P. Exarchos:
Multimodal Lip- Reading for Tracheostomy Patients in the Greek Language. SMAP 2021: 1-5 - [c35]Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Spyros Sioutas:
Process Mining Analytics for Industry 4.0 with Graph Signal Processing. WEBIST 2021: 553-560 - 2020
- [j9]Athanasios Alexopoulos, Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Gerasimos Vonitsanos:
Two-Step Classification with SVD Preprocessing of Distributed Massive Datasets in Apache Spark. Algorithms 13(3): 71 (2020) - [j8]Georgios Drakopoulos, Yorghos Voutos, Phivos Mylonas:
Annotation-Assisted Clustering of Player Profiles in Cultural Games: A Case for Tensor Analytics in Julia. Big Data Cogn. Comput. 4(4): 39 (2020) - [j7]Georgios Drakopoulos, Panagiotis Gourgaris, Andreas Kanavos:
Graph communities in Neo4j. Evol. Syst. 11(3): 397-407 (2020) - [j6]Georgios Drakopoulos, Foteini Stathopoulou, Andreas Kanavos, Michael Paraskevas, Giannis Tzimas, Phivos Mylonas, Lazaros Iliadis:
A genetic algorithm for spatiosocial tensor clustering. Evol. Syst. 11(3): 491-501 (2020) - [j5]Georgios Drakopoulos, Phivos Mylonas:
Evaluating graph resilience with tensor stack networks: a Keras implementation. Neural Comput. Appl. 32(9): 4161-4176 (2020) - [c34]Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas:
A Graph Neural Network For Assessing The Affective Coherence Of Twitter Graphs. IEEE BigData 2020: 3618-3627 - [c33]Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas:
On Tensor Distances for Self Organizing Maps: Clustering Cognitive Tasks. DEXA (2) 2020: 195-210 - [c32]Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Haseena Al Katheeri:
Building Trusted Startup Teams From LinkedIn Attributes: A Higher Order Probabilistic Analysis. ICTAI 2020: 867-874 - [c31]Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas:
The Converging Triangle of Cultural Content, Cognitive Science, and Behavioral Economics. AIAI Workshops 2020: 200-212 - [c30]Athanasios Alexopoulos, Georgios Drakopoulos, Andreas Kanavos, Spyros Sioutas, Gerasimos Vonitsanos:
Parametric Evaluation Of Collaborative Filtering Over Apache Spark. SEEDA-CECNSM 2020: 1-8 - [c29]Georgios Drakopoulos, Eleanna Kafeza:
One Dimensional Cross-Correlation Methods For Deterministic And Stochastic Graph Signals With A Twitter Application In Julia. SEEDA-CECNSM 2020: 1-8 - [c28]Georgios Drakopoulos, Yorghos Voutos, Phivos Mylonas:
Recent Advances On Ontology Similarity Metrics: A Survey. SEEDA-CECNSM 2020: 1-7 - [c27]Georgios Drakopoulos, Konstantinos C. Giotopoulos, Ioanna Giannoukou, Spyros Sioutas:
Unsupervised Discovery Of Semantically Aware Communities With Tensor Kruskal Decomposition: A Case Study In Twitter. SMAP 2020: 1-8 - [c26]Yorghos Voutos, Georgios Drakopoulos, Phivos Mylonas:
Metadata-enriched Discovery Of Aspect Similarities Between Cultural Objects. SMAP 2020: 1-6 - [c25]Georgios Drakopoulos, Andreas Kanavos, Konstantinos Paximadis, Aristidis Ilias, Christos Makris, Phivos Mylonas:
Computing Massive Trust Analytics for Twitter using Apache Spark with Account Self-assessment. WEBIST 2020: 403-414
2010 – 2019
- 2019
- [c24]Georgios Drakopoulos, Xenophon Liapakis, Evaggelos Spyrou, Giannis Tzimas, Phivos Mylonas, Spyros Sioutas:
Computing Long Sequences of Consecutive Fibonacci Integers with TensorFlow. AIAI (Workshops) 2019: 150-160 - [c23]Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas:
A Case of Adaptive Nonlinear System Identification with Third Order Tensors in TensorFlow. INISTA 2019: 1-6 - [c22]Georgios Drakopoulos, Evaggelos Spyrou, Yorghos Voutos, Phivos Mylonas:
A semantically annotated JSON metadata structure for open linked cultural data in Neo4j. PCI 2019: 81-88 - [c21]Georgios Drakopoulos, Eleanna Kafeza, Haseena Al Katheeri:
Proof Systems In Blockchains: A Survey. SEEDA-CECNSM 2019: 1-6 - [c20]Yorghos Voutos, Georgios Drakopoulos, Phivos Mylonas:
Smart Agriculture: An Open Field For Smart Contracts. SEEDA-CECNSM 2019: 1-6 - [c19]Georgios Drakopoulos, Evaggelos Spyrou, Phivos Mylonas:
Tensor Clustering: A Review. SMAP 2019: 1-6 - [c18]Ioanna Kyriazidou, Georgios Drakopoulos, Andreas Kanavos, Christos Makris, Phivos Mylonas:
Towards Predicting Mentions to Verified Twitter Accounts: Building Prediction Models over MongoDB with Keras. WEBIST 2019: 25-33 - [c17]Georgios Drakopoulos, George Pikramenos, Evangelos D. Spyrou, Stavros J. Perantonis:
Emotion Recognition from Speech: A Survey. WEBIST 2019: 432-439 - 2018
- [c16]Georgios Drakopoulos, Xenophon Liapakis, Giannis Tzimas, Phivos Mylonas:
A Graph Resilience Metric Based On Paths: Higher Order Analytics With GPU. ICTAI 2018: 884-891 - [c15]Georgios Drakopoulos, Dimitrios Tsolis, Antonia Stefani, Phivos Mylonas:
The Biomolecular Computation Paradigm: A Survey in Massive Biological Computation. AIAI (Workshops) 2018: 157-167 - 2017
- [j4]Georgios Drakopoulos, Andreas Kanavos, Konstantinos Tsakalidis:
Fuzzy Random Walkers with Second Order Bounds: An Asymmetric Analysis. Algorithms 10(2): 40 (2017) - [j3]Georgios Drakopoulos, Andreas Kanavos, Ioannis Karydis, Spyros Sioutas, Aristidis G. Vrahatis:
Tensor-Based Semantically-Aware Topic Clustering of Biomedical Documents. Comput. 5(3): 34 (2017) - [j2]Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas:
Defining and evaluating Twitter influence metrics: a higher-order approach in Neo4j. Soc. Netw. Anal. Min. 7(1): 52:1-52:14 (2017) - [c14]Georgios Drakopoulos, Fotini Stathopoulou, Giannis Tzimas, Michael Paraskevas, Phivos Mylonas, Spyros Sioutas:
A Genetic Algorithm for Discovering Linguistic Communities in Spatiosocial Tensors with an Application to Trilingual Luxemburg. EANN 2017: 630-644 - [c13]Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas, Dimitrios Tsolis:
Towards a framework for tensor ontologies over Neo4j: Representations and operations. IISA 2017: 1-6 - [c12]Andreas Kanavos, Georgios Drakopoulos, Athanasios K. Tsakalidis:
Graph Community Discovery Algorithms in Neo4j with a Regularization-based Evaluation Metric. WEBIST 2017: 403-410 - 2016
- [j1]Georgios Drakopoulos, Panagiotis Gourgaris, Andreas Kanavos, Christos Makris:
A Fuzzy Graph Framework for Initializing k-Means. Int. J. Artif. Intell. Tools 25(6): 1650031:1-1650031:21 (2016) - [c11]Georgios Drakopoulos:
Tensor fusion of social structural and functional analytics over Neo4j. IISA 2016: 1-6 - [c10]Georgios Drakopoulos, Andreas Kanavos:
Tensor-based document retrieval over Neo4j with an application to PubMed mining. IISA 2016: 1-6 - [c9]Georgios Drakopoulos, Vasileios Megalooikonomou:
Regularizing large biosignals with finite differences. IISA 2016: 1-6 - [c8]Fotios Tagkalakis, Aimilia Papagiannaki, Georgios Drakopoulos, Vasileios Megalooikonomou:
Augmenting fMRI-generated brain connectivity with temporal information. IISA 2016: 1-6 - [c7]Georgios Drakopoulos, Stavros Kontopoulos, Christos Makris:
Eventually consistent cardinality estimation with applications in biodata mining. SAC 2016: 941-944 - [c6]Georgios Drakopoulos, Andreas Kanavos, Athanasios K. Tsakalidis:
A Neo4j Implementation of Fuzzy Random Walkers. SETN 2016: 9:1-9:8 - [c5]Georgios Drakopoulos, Vasileios Megalooikonomou:
An adaptive higher order scheduling policy with an application to biosignal processing. SSCI 2016: 1-8 - [c4]Georgios Drakopoulos, Andreas Kanavos, Athanasios K. Tsakalidis:
Evaluating Twitter Influence Ranking with System Theory. WEBIST (1) 2016: 113-120 - 2015
- [c3]Georgios Drakopoulos, Aikaterini Baroutiadi, Vasileios Megalooikonomou:
Higher order graph centrality measures for Neo4j. IISA 2015: 1-6 - [c2]Georgios Drakopoulos, Vasileios Megalooikonomou:
On the weight sparsity of multilayer perceptrons. IISA 2015: 1-6 - 2014
- [c1]Stavros Kontopoulos, Georgios Drakopoulos:
A Space Efficient Scheme for Persistent Graph Representation. ICTAI 2014: 299-303
Coauthor Index
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last updated on 2024-07-05 20:15 CEST by the dblp team
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