Georgios Drakopoulos

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 69

Top Topics

Similarity Metric

Genetic Algorithm

Top Venues

Publications

Eleanna Kafeza, Georgios Drakopoulos, Phivos Mylonas
Graph Neural Networks in PyTorch for Link Prediction in Industry 4.0 Process Graphs. AIAI (3) (2024)
Georgios Drakopoulos, Michael Marountas, Xenophon Liapakis, Giannis Tzimas, Phivos Mylonas, Spyros Sioutas
Blockchain For Mobile Health Applications: Acceleration With GPU Computing. CoRR (2023)
Michalis Nikolaou, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
Intelligent Agents with Graph Mining for Link Prediction over Neo4j. WEBIST (2023)
Georgios Drakopoulos, Phivos Mylonas
Higher Order Probabilistic Analysis of Network Trajectories of Intelligent Agents in Thespian. SEEDA-CECNSM (2023)
Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
An Architecture For Cooperative Mobile Health Applications. CoRR (2023)
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) (2022)
Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas
Self organizing maps for cultural content delivery. Neural Comput. Appl. 34 (22) (2022)
Georgios Drakopoulos, Phivos Mylonas
Facilitating Current Higher Education Trends With Behavioral Strategies. SMAP (2022)
Georgios Drakopoulos, Eleanna Kafeza
THECOG 2022 - Transforms In Behavioral And Affective Computing (Revisited). CIKM (2022)
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)
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)
Georgios Drakopoulos, Phivos Mylonas
Extreme Learning Machines For Efficient Speech Emotion Estimation In Julia. CIKM Workshops (2022)
Georgios Drakopoulos, Eleanna Kafeza
Estimating The MBTI Of Twitter Accounts With Graph Neural Networks Over Neo4j. CIKM Workshops (2022)
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)
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) (2022)
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)
Georgios Drakopoulos, Phivos Mylonas
A Genetic Algorithm For Boolean Semiring Matrix Factorization With Applications To Graph Mining. Big Data (2022)
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) (2022)
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)
Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Spyros Sioutas
A graph neural network for fuzzy Twitter graphs. CIKM Workshops (2021)
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)
Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Lazaros Iliadis
Transform-based graph topology similarity metrics. Neural Comput. Appl. 33 (23) (2021)
Georgios Drakopoulos, Yorghos Voutos, Phivos Mylonas, Spyros Sioutas
Motivating Item Annotations In Cultural Portals With UI/UX Based On Behavioral Economics. IISA (2021)
Christina Saravanos, Georgios Drakopoulos, Andreas Kanavos, Eleanna Kafeza, Christos Makris
Discovering Influential Twitter Authors Via Clustering And Ranking On Apache Storm. IISA (2021)
Michael Marountas, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
Recommending Database Architectures for Social Queries: A Twitter Case Study. AIAI (2021)
Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas
Discovering sentiment potential in Twitter conversations with Hilbert-Huang spectrum. Evol. Syst. 12 (1) (2021)
Georgios Drakopoulos, Eleanna Kafeza
THECOG - Transforms In Behavioral And Affective Computing. CIKM (2021)
Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Spyros Sioutas
Process Mining Analytics for Industry 4.0 with Graph Signal Processing. WEBIST (2021)
Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Spyros Sioutas
Approximate High Dimensional Graph Mining With Matrix Polar Factorization: A Twitter Application. IEEE BigData (2021)
Georgios Drakopoulos, Phivos Mylonas
Evaluating graph resilience with tensor stack networks: a Keras implementation. Neural Comput. Appl. 32 (9) (2020)
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) (2020)
Athanasios Alexopoulos, Georgios Drakopoulos, Andreas Kanavos, Spyros Sioutas, Gerasimos Vonitsanos
Parametric Evaluation Of Collaborative Filtering Over Apache Spark. SEEDA-CECNSM (2020)
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)
Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas
On Tensor Distances for Self Organizing Maps: Clustering Cognitive Tasks. DEXA (2) (2020)
Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas
A Graph Neural Network For Assessing The Affective Coherence Of Twitter Graphs. IEEE BigData (2020)
Georgios Drakopoulos, Yorghos Voutos, Phivos Mylonas
Recent Advances On Ontology Similarity Metrics: A Survey. SEEDA-CECNSM (2020)
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) (2020)
Yorghos Voutos, Georgios Drakopoulos, Phivos Mylonas
Metadata-enriched Discovery Of Aspect Similarities Between Cultural Objects. SMAP (2020)
Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas
The Converging Triangle of Cultural Content, Cognitive Science, and Behavioral Economics. AIAI Workshops (2020)
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)
Georgios Drakopoulos, Panagiotis Gourgaris, Andreas Kanavos
Graph communities in Neo4j. Evol. Syst. 11 (3) (2020)
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) (2020)
Georgios Drakopoulos, Eleanna Kafeza
One Dimensional Cross-Correlation Methods For Deterministic And Stochastic Graph Signals With A Twitter Application In Julia. SEEDA-CECNSM (2020)
Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Haseena Al Katheeri
Building Trusted Startup Teams From LinkedIn Attributes: A Higher Order Probabilistic Analysis. ICTAI (2020)
Georgios Drakopoulos, Eleanna Kafeza, Haseena Al Katheeri
Proof Systems In Blockchains: A Survey. SEEDA-CECNSM (2019)
Georgios Drakopoulos, George Pikramenos, Evangelos D. Spyrou, Stavros J. Perantonis
Emotion Recognition from Speech: A Survey. WEBIST (2019)
Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
A Case of Adaptive Nonlinear System Identification with Third Order Tensors in TensorFlow. INISTA (2019)
Yorghos Voutos, Georgios Drakopoulos, Phivos Mylonas
Smart Agriculture: An Open Field For Smart Contracts. SEEDA-CECNSM (2019)
Georgios Drakopoulos, Evaggelos Spyrou, Yorghos Voutos, Phivos Mylonas
A semantically annotated JSON metadata structure for open linked cultural data in Neo4j. PCI (2019)
Georgios Drakopoulos, Evaggelos Spyrou, Phivos Mylonas
Tensor Clustering: A Review. SMAP (2019)
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)
Georgios Drakopoulos, Xenophon Liapakis, Evaggelos Spyrou, Giannis Tzimas, Phivos Mylonas, Spyros Sioutas
Computing Long Sequences of Consecutive Fibonacci Integers with TensorFlow. AIAI (Workshops) (2019)
Georgios Drakopoulos, Xenophon Liapakis, Giannis Tzimas, Phivos Mylonas
A Graph Resilience Metric Based On Paths: Higher Order Analytics With GPU. ICTAI (2018)
Georgios Drakopoulos, Dimitrios Tsolis, Antonia Stefani, Phivos Mylonas
The Biomolecular Computation Paradigm: A Survey in Massive Biological Computation. AIAI (Workshops) (2018)
Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas, Dimitrios Tsolis
Towards a framework for tensor ontologies over Neo4j: Representations and operations. IISA (2017)
Georgios Drakopoulos, Andreas Kanavos, Konstantinos Tsakalidis
Fuzzy Random Walkers with Second Order Bounds: An Asymmetric Analysis. Algorithms 10 (2) (2017)
Andreas Kanavos, Georgios Drakopoulos, Athanasios K. Tsakalidis
Graph Community Discovery Algorithms in Neo4j with a Regularization-based Evaluation Metric. WEBIST (2017)
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)
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) (2017)
Georgios Drakopoulos, Andreas Kanavos, Ioannis Karydis, Spyros Sioutas, Aristidis G. Vrahatis
Tensor-Based Semantically-Aware Topic Clustering of Biomedical Documents. Comput. 5 (3) (2017)
Georgios Drakopoulos, Panagiotis Gourgaris, Andreas Kanavos, Christos Makris
A Fuzzy Graph Framework for Initializing k-Means. Int. J. Artif. Intell. Tools 25 (6) (2016)
Georgios Drakopoulos, Vasileios Megalooikonomou
Regularizing large biosignals with finite differences. IISA (2016)
Fotios Tagkalakis, Aimilia Papagiannaki, Georgios Drakopoulos, Vasileios Megalooikonomou
Augmenting fMRI-generated brain connectivity with temporal information. IISA (2016)
Georgios Drakopoulos, Stavros Kontopoulos, Christos Makris
Eventually consistent cardinality estimation with applications in biodata mining. SAC (2016)
Georgios Drakopoulos, Andreas Kanavos, Athanasios K. Tsakalidis
Evaluating Twitter Influence Ranking with System Theory. WEBIST (1) (2016)
Georgios Drakopoulos, Andreas Kanavos, Athanasios K. Tsakalidis
A Neo4j Implementation of Fuzzy Random Walkers. SETN (2016)
Georgios Drakopoulos, Vasileios Megalooikonomou
An adaptive higher order scheduling policy with an application to biosignal processing. SSCI (2016)
Georgios Drakopoulos, Andreas Kanavos
Tensor-based document retrieval over Neo4j with an application to PubMed mining. IISA (2016)
Georgios Drakopoulos
Tensor fusion of social structural and functional analytics over Neo4j. IISA (2016)
Georgios Drakopoulos, Aikaterini Baroutiadi, Vasileios Megalooikonomou
Higher order graph centrality measures for Neo4j. IISA (2015)
Georgios Drakopoulos, Vasileios Megalooikonomou
On the weight sparsity of multilayer perceptrons. IISA (2015)
Stavros Kontopoulos, Georgios Drakopoulos
A Space Efficient Scheme for Persistent Graph Representation. ICTAI (2014)