Spyros Sioutas

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 110

Top Venues

Publications

Aristeidis Karras, Anastasios Giannaros, Christos N. Karras, Leonidas Theodorakopoulos, Constantinos S. Mammassis, George A. Krimpas, Spyros Sioutas
TinyML Algorithms for Big Data Management in Large-Scale IoT Systems. Future Internet 16 (2) (2024)
Konstantinos C. Giotopoulos, Dimitrios Michalopoulos, Gerasimos Vonitsanos, Dimitris Papadopoulos, Ioanna Giannoukou, Spyros Sioutas
Dynamic Workload Management System in the Public Sector. Inf. 15 (6) (2024)
Eleni Vlachou, Aristeidis Karras, Christos N. Karras, Leonidas Theodorakopoulos, Constantinos Halkiopoulos, Spyros Sioutas
Distributed Bayesian Inference for Large-Scale IoT Systems. Big Data Cogn. Comput. 8 (1) (2024)
Aristeidis Karras, Christos N. Karras, Ioannis Karydis, Markos Avlonitis, Spyros Sioutas
An Adaptive, Energy-Efficient DRL-Based and MCMC-Based Caching Strategy for IoT Systems. ALGOCLOUD (2023)
Eleni Vlachou, Christos N. Karras, Aristeidis Karras, Dimitrios Tsolis, Spyros Sioutas
EVCA Classifier: A MCMC-Based Classifier for Analyzing High-Dimensional Big Data. Inf. 14 (8) (2023)
Georgios Drakopoulos, Michael Marountas, Xenophon Liapakis, Giannis Tzimas, Phivos Mylonas, Spyros Sioutas
Blockchain For Mobile Health Applications: Acceleration With GPU Computing. CoRR (2023)
Christos-Panagiotis Balatsouras, Aristeidis Karras, Christos N. Karras, Ioannis Karydis, Spyros Sioutas
WiCHORD+: A Scalable, Sustainable, and P2P Chord-Based Ecosystem for Smart Agriculture Applications. Sensors 23 (23) (2023)
Aristeidis Karras, Christos N. Karras, Anastasios Giannaros, Dimitrios Tsolis, Spyros Sioutas
Mobility-Aware Workload Distribution and Task Allocation for Mobile Edge Computing Networks. ACR (2023)
Aristeidis Karras, Anastasios Giannaros, Christos N. Karras, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Spyros Sioutas
Edge Artificial Intelligence in Large-Scale IoT Systems, Applications, and Big Data Infrastructures. SEEDA-CECNSM (2023)
Michalis Nikolaou, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
Intelligent Agents with Graph Mining for Link Prediction over Neo4j. WEBIST (2023)
Aristeidis Karras, Christos N. Karras, Nikolaos Schizas, Markos Avlonitis, Spyros Sioutas
AutoML with Bayesian Optimizations for Big Data Management. Inf. 14 (4) (2023)
Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Konstantinos Oikonomou, Spyros Sioutas
Federated Edge Intelligence and Edge Caching Mechanisms. Inf. 14 (7) (2023)
Aristeidis Karras, Christos N. Karras, Anastasios Giannaros, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Konstantinos Oikonomou, Spyros Sioutas
TinyML-based Event Detection: An Edge-Cloud Approach for Smart Agriculture over LoRa WSNs. SEEDA-CECNSM (2023)
Aristeidis Karras, Christos N. Karras, Nikolaos Schizas, Spyros Sioutas, Christos D. Zaroliagis
Algorithmic Aspects of Distributed Hash Tables on Cloud, Fog, and Edge Computing Applications: A Survey. ALGOCLOUD (2023)
Aristeidis Karras, Christos N. Karras, Ioanna Giannoukou, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Ioannis Karydis, Spyros Sioutas
Decentralized Algorithms for Efficient Energy Management over Cloud-Edge Infrastructures. ALGOCLOUD (2023)
Konstantinos C. Giotopoulos, Dimitrios Michalopoulos, Aristeidis Karras, Christos N. Karras, Spyros Sioutas
Modelling and Analysis of Neuro Fuzzy Employee Ranking System in the Public Sector. Algorithms 16 (3) (2023)
Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
An Architecture For Cooperative Mobile Health Applications. CoRR (2023)
Aristeidis Karras, Christos N. Karras, Spyros Sioutas, Christos Makris, George Katselis, Ioannis Hatzilygeroudis, John A. Theodorou, Dimitrios Tsolis
An Integrated GIS-Based Reinforcement Learning Approach for Efficient Prediction of Disease Transmission in Aquaculture. Inf. 14 (11) (2023)
Christos N. Karras, Aristeidis Karras, Konstantinos C. Giotopoulos, Markos Avlonitis, Spyros Sioutas
Consensus Big Data Clustering for Bayesian Mixture Models. Algorithms 16 (5) (2023)
Aristeidis Karras, Christos N. Karras, Agorakis Bompotas, Panagiotis Bouras, Leonidas Theodorakopoulos, Spyros Sioutas
SparkReact: A Novel and User-friendly Graphical Interface for the Apache Spark MLlib Library. PCI (2022)
Christos N. Karras, Aristeidis Karras, Ioanna Giannoukou, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Spyros Sioutas
Global Graph Clustering and Local Graph Exploration for Community Detection in Twitter. SEEDA-CECNSM (2022)
Richard Chbeir, Yannis Manolopoulos, Jolanta Mizera-Pietraszko, Spyros Sioutas
Special Issue on Real-Time Intelligent Systems. Big Data Res. 30 (2022)
Athanasios Tsipis, Sofia Fanarioti, Vasileios Komianos, Spyros Sioutas, Konstantinos Oikonomou
A Study on Robustness for the Single Server Location in Distributed Interactive Applications. GIIS (2022)
Nikolaos Schizas, Aristeidis Karras, Christos N. Karras, Spyros Sioutas
TinyML for Ultra-Low Power AI and Large Scale IoT Deployments: A Systematic Review. Future Internet 14 (12) (2022)
Christos Konstantopoulos, Spyros Sioutas, Konstantinos Tsichlas
Machine Learning Techniques for Regression in Energy Disaggregation. AIAI (1) (2022)
Andreas Karatzas, Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Konstantinos Oikonomou, Spyros Sioutas
On Autonomous Drone Navigation Using Deep Learning and an Intelligent Rainbow DQN Agent. IDEAL (2022)
Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas
Self organizing maps for cultural content delivery. Neural Comput. Appl. 34 (22) (2022)
Aristeidis Karras, Christos N. Karras, Dimitrios Samoladas, Konstantinos C. Giotopoulos, Spyros Sioutas
Query Optimization in NoSQL Databases Using an Enhanced Localized R-tree Index. iiWAS (2022)
Christos N. Karras, Aristeidis Karras, Leonidas Theodorakopoulos, Ioanna Giannoukou, Spyros Sioutas
Expanding Queries with Maximum Likelihood Estimators and Language Models. ICR (2022)
Christos N. Karras, Aristeidis Karras, Markos Avlonitis, Spyros Sioutas
An Overview of MCMC Methods: From Theory to Applications. AIAI Workshops (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)
Christos Karras, Aristeidis Karras, Spyros Sioutas
Pattern Recognition and Event Detection on IoT Data-streams. CoRR (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)
Angelos Zacharia, Dimitris Zacharia, Aristeidis Karras, Christos N. Karras, Ioanna Giannoukou, Konstantinos C. Giotopoulos, Spyros Sioutas
An Intelligent Microprocessor Integrating TinyML in Smart Hotels for Rapid Accident Prevention. SEEDA-CECNSM (2022)
Michail Karavokyris, Spyros Sioutas
Graph Neural Networks For Affective Social Media: A Comprehensive Overview. CIKM Workshops (2022)
Spyros Sioutas, Efrosini Sourla, Kostas Tsichlas, Gerasimos Vonitsanos, Christos D. Zaroliagis
A Dynamic Distributed Deterministic Load-Balancer for Decentralized Hierarchical Infrastructures. Algorithms 15 (3) (2022)
Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Konstantinos Oikonomou, Spyros Sioutas
Peer to Peer Federated Learning: Towards Decentralized Machine Learning on Edge Devices. SEEDA-CECNSM (2022)
Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Ioanna Giannoukou, Dimitrios Tsolis, Spyros Sioutas
Download Speed Optimization in P2P Networks Using Decision Making and Adaptive Learning. ICR (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)
Aristeidis Karras, Christos N. Karras, Antonios Pervanas, Spyros Sioutas, Christos D. Zaroliagis
SQL Query Optimization in Distributed NoSQL Databases for Cloud-Based Applications. ALGOCLOUD (2022)
Dimitrios Michalopoulos, Aristeidis Karras, Christos N. Karras, Spyros Sioutas, Konstantinos C. Giotopoulos
Neuro-Fuzzy Employee Ranking System in the Public Sector. FSDM (2022)
Christos-Panagiotis Balatsouras, Aristeidis Karras, Christos N. Karras, Dimitrios Tsolis, Spyros Sioutas
WiCHORD: A Chord Protocol Application on P2P LoRa Wireless Sensor Networks. IISA (2022)
Christos N. Karras, Aristeidis Karras, Dimitrios Tsolis, Konstantinos C. Giotopoulos, Spyros Sioutas
Distributed Gibbs Sampling and LDA Modelling for Large Scale Big Data Management on PySpark. SEEDA-CECNSM (2022)
K. K. Lykothanasi, Spyros Sioutas, Kostas Tsichlas
Efficient Large-Scale Machine Learning Techniques for Rapid Motif Discovery in Energy Data Streams. AIAI (1) (2022)
Christos N. Karras, Aristeidis Karras, Markos Avlonitis, Ioanna Giannoukou, Spyros Sioutas
Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making. AIAI Workshops (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)
Dimitrios Samoladas, Christos N. Karras, Aristeidis Karras, Leonidas Theodorakopoulos, Spyros Sioutas
Tree Data Structures and Efficient Indexing Techniques for Big Data Management: A Comprehensive Study. PCI (2022)
Christos N. Karras, Aristeidis Karras, Dimitrios Tsolis, Markos Avlonitis, Spyros Sioutas
A Hybrid Ensemble Deep Learning Approach for Emotion Classification. Big Data (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)
Georgios Drakopoulos, Yorghos Voutos, Phivos Mylonas, Spyros Sioutas
Motivating Item Annotations In Cultural Portals With UI/UX Based On Behavioral Economics. IISA (2021)
Christina Koutroumpina, Spyros Sioutas, Stelios Koutroubinas, Kostas Tsichlas
Evaluation of Features Generated by a High-End Low-Cost Electrical Smart Meter. Algorithms 14 (11) (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)
Evangelia Kokotsaki, Galateia Kapellakou, Anastasios Giannaros, Spyros Sioutas
The application of Blockchain technology in Copyright field: formalities and "smart contracts". IISA (2021)
Athanasios Lyras, Sotiria Vernikou, Andreas Kanavos, Spyros Sioutas, Phivos Mylonas
Modeling Credibility in Social Big Data using LSTM Neural Networks. WEBIST (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)
Elias Dritsas, Andreas Kanavos, Maria Trigka, Gerasimos Vonitsanos, Spyros Sioutas, Athanasios K. Tsakalidis
Trajectory Clustering and k-NN for Robust Privacy Preserving k-NN Query Processing in GeoSpark. Algorithms 13 (8) (2020)
Gerasimos Vonitsanos, Elias Dritsas, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas
Security and Privacy Solutions associated with NoSQL Data Stores. SMAP (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)
Gerth Stølting Brodal, Spyros Sioutas, Konstantinos Tsakalidis, Kostas Tsichlas
Fully persistent B-trees. Theor. Comput. Sci. 841 (2020)
Alexis C. Kaporis, Christos Makris, Spyros Sioutas, Athanasios K. Tsakalidis, Kostas Tsichlas, Christos D. Zaroliagis
Dynamic Interpolation Search revisited. Inf. Comput. 270 (2020)
Katerina Doka, Andreas Kosmatopoulos, Apostolos Papadopoulos, Spyros Sioutas, Kostas Tsichlas, Dimitrios Tsoumakos
Dynamic planar range skyline queries in log logarithmic expected time. Inf. Process. Lett. 162 (2020)
Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas
The Converging Triangle of Cultural Content, Cognitive Science, and Behavioral Economics. AIAI Workshops (2020)
Alkiviadis Savvopoulos, George Kalogeras, Christos Anagnostopoulos, Christos Alexakos, Spyros Sioutas, Athanasios P. Kalogeras
Cluster-based Energy Load Profiling on Residential Smart Buildings. ETFA (2020)
Ioannis Karydis, Andreas Kanavos, Spyros Sioutas, Markos Avlonitis, Nikos I. Karacapilidis
Multimedia Content's Brokerage: An Information System Based on LeSiM. Int. J. E Serv. Mob. Appl. 12 (2) (2020)
Apostolos N. Papadopoulos, Spyros Sioutas, Christos D. Zaroliagis, Nikolaos Zacharatos
Efficient Distributed Range Query Processing in Apache Spark. CCGRID (2019)
Spyros Sioutas, Gerasimos Vonitsanos, Nikolaos Zacharatos, Christos D. Zaroliagis
Scalable and Hierarchical Distributed Data Structures for Efficient Big Data Management. ALGOCLOUD (2019)
Vassiliki Gkantouna, Spyros Sioutas, Giannis Tzimas
Efficient mining of design patterns for advanced modeling and optimization of content management system-based web applications. SIGWEB Newsl. 2019 (Autumn) (2019)
Angeliki Rapti, Kostas Tsichlas, Spyros Sioutas, Giannis Tzimas
Correction to: Virus propagation: threshold conditions for multiple profile networks. Knowl. Inf. Syst. 60 (2) (2019)
Panagiotis Moutafis, George Mavrommatis, Michael Vassilakopoulos, Spyros Sioutas
Efficient processing of all-k-nearest-neighbor queries in the MapReduce programming framework. Data Knowl. Eng. 121 (2019)
Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas
A Case of Adaptive Nonlinear System Identification with Third Order Tensors in TensorFlow. INISTA (2019)
Angeliki Rapti, Kostas Tsichlas, Spyros Sioutas, Giannis Tzimas
Virus propagation: threshold conditions for multiple profile networks. Knowl. Inf. Syst. 60 (2) (2019)
Elias Dritsas, Andreas Kanavos, Maria Trigka, Spyros Sioutas, Athanasios K. Tsakalidis
Storage Efficient Trajectory Clustering and k-NN for Robust Privacy Preserving Spatio-Temporal Databases. Algorithms 12 (12) (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)
Elias Dritsas, Maria Trigka, Panagiotis Gerolymatos, Spyros Sioutas
Trajectory Clustering and k-NN for Robust Privacy Preserving Spatiotemporal Databases. Algorithms 11 (12) (2018)
Spyros Sioutas, Yannis Velegrakis, Valia Kordoni
Introduction to the special section on New Trends in Humanistic Informatics: Implementations and Applications. Comput. Electr. Eng. 65 (2018)
Alkiviadis Savvopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas
LSTM Accelerator for Convolutional Object Identification. Algorithms 11 (10) (2018)
Ioannis Karydis, Andreas Kanavos, Spyros Sioutas, Markos Avlonitis, Nikos I. Karacapilidis
LESIM: A Novel Lexical Similarity Measure Technique for Multimedia Information Retrieval. MCIS (2018)
Dimitris Boussis, Elias Dritsas, Andreas Kanavos, Spyros Sioutas, Giannis Tzimas, Vassilios S. Verykios
MapReduce Implementations for Privacy Preserving Record Linkage. SETN (2018)
Andreas Kanavos, Stavros Anastasios Iakovou, Spyros Sioutas, Vassilis Tampakas
Large Scale Product Recommendation of Supermarket Ware Based on Customer Behaviour Analysis. Big Data Cogn. Comput. 2 (2) (2018)
Christos Papalitsas, Panayiotis Karakostas, Theodore Andronikos, Spyros Sioutas, Konstantinos Giannakis
Combinatorial GVNS (General Variable Neighborhood Search) Optimization for Dynamic Garbage Collection. Algorithms 11 (4) (2018)
Spyros Sioutas, Yannis Velegrakis, Valia Kordoni
Introduction to the special section on New Trends in Humanistic Informatics: Implementations and Applications. Comput. Electr. Eng. 70 (2018)
Gerasimos Vonitsanos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas
A NoSQL Database Approach for Modeling Heterogeneous and Semi-Structured Information. IISA (2018)
Aristidis G. Vrahatis, Konstantina Dimitrakopoulou, Andreas Kanavos, Spyros Sioutas, Athanasios K. Tsakalidis
Detecting Perturbed Subpathways towards Mouse Lung Regeneration Following H1N1 Influenza Infection. Comput. 5 (2) (2017)
Theodore Andronikos, Alexander Singh, Konstantinos Giannakis, Spyros Sioutas
Computing Probabilistic Queries in the Presence of Uncertainty via Probabilistic Automata. ALGOCLOUD (2017)
Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas, Dimitrios Tsolis
Towards a framework for tensor ontologies over Neo4j: Representations and operations. IISA (2017)
Eirini Chioti, Elias Dritsas, Andreas Kanavos, Xenophon Liapakis, Spyros Sioutas, Athanasios K. Tsakalidis
Bloom Filters for Efficient Coupling Between Tables of a Database. EANN (2017)
Spyros Sioutas, Kostas Tsichlas, Andreas Kosmatopoulos, Apostolos N. Papadopoulos, Dimitrios Tsoumakos, Katerina Doka
Skyline Queries in O(1) time? CoRR (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)
Andreas Kanavos, Nikolaos Nodarakis, Spyros Sioutas, Athanasios K. Tsakalidis, Dimitrios Tsolis, Giannis Tzimas
Large Scale Implementations for Twitter Sentiment Classification. Algorithms 10 (1) (2017)
Andreas Kosmatopoulos, Kostas Tsichlas, Anastasios Gounaris, Spyros Sioutas, Evaggelia Pitoura
HiNode: an asymptotically space-optimal storage model for historical queries on graphs. Distributed Parallel Databases 35 (3-4) (2017)
Nikolaos Nodarakis, Evaggelia Pitoura, Spyros Sioutas, Athanasios K. Tsakalidis, Dimitrios Tsoumakos, Giannis Tzimas
kdANN+: A Rapid AkNN Classifier for Big Data. Trans. Large Scale Data Knowl. Centered Syst. 24 (2016)
Xenophon Evangelopoulos, Victor Giannakouris-Salalidis, Lazaros S. Iliadis, Christos Makris, Yannis Plegas, Antonia Plerou, Spyros Sioutas
Evaluating information retrieval using document popularity: An implementation on MapReduce. Eng. Appl. Artif. Intell. 51 (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Spyros Sioutas