S. Sioutas

Spyros Sioutas, Georgios Drakopoulos, Ioanna Giannoukou, 2020, 2020 15th International Workshop on Semantic and Social Media Adaptation and Personalization (SMA.

Towards a framework for tensor ontologies over Neo4j: Representations and operations

Spyros Sioutas, Phivos Mylonas, Dimitrios Tsolis, 2017, 2017 8th International Conference on Information, Intelligence, Systems & Applications (IISA).

Tensor-Based Semantically-Aware Topic Clustering of Biomedical Documents

Spyros Sioutas, Aristidis G. Vrahatis, Ioannis Karydis, 2017, Comput..

Defining and evaluating Twitter influence metrics: a higher-order approach in Neo4j

Spyros Sioutas, Phivos Mylonas, Andreas Kanavos, 2017, Social Network Analysis and Mining.

A Genetic Algorithm for Discovering Linguistic Communities in Spatiosocial Tensors with an Application to Trilingual Luxemburg

Giannis Tzimas, Michael Paraskevas, Spyros Sioutas, 2017, EANN.

Improved Bounds for Finger Search on a RAM

Christos Makris, Athanasios K. Tsakalidis, Christos D. Zaroliagis, 2003, Algorithmica.

Classification of Large Biomedical Data Using ANNs Based on BFGS Method

Panayiotis E. Pintelas, Spyros Sioutas, Ioannis E. Livieris, 2009, 2009 13th Panhellenic Conference on Informatics.

AutoML with Bayesian Optimizations for Big Data Management

N. Schizas, S. Sioutas, M. Avlonitis, 2023, Inf..

Neuro-Fuzzy Employee Ranking System in the Public Sector

Dimitri A. Michalopoulos, S. Sioutas, K. Giotopoulos, 2023, FSDM.

A study of a time-graph friendship model

Spyros Sioutas, Konstantinos Oikonomou, Afroditi Loukidou, 2011, 2011 IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks.

Dynamic Interpolation Search Revisited

Christos Makris, Athanasios K. Tsakalidis, Christos D. Zaroliagis, 2006, ICALP.

Approximate High Dimensional Graph Mining With Matrix Polar Factorization: A Twitter Application

Spyros Sioutas, Phivos Mylonas, Eleanna Kafeza, 2021, 2021 IEEE International Conference on Big Data (Big Data).

A graph neural network for fuzzy Twitter graphs

Spyros Sioutas, Phivos Mylonas, Eleanna Kafeza, 2021, CIKM Workshops.

Process Mining Analytics for Industry 4.0 with Graph Signal Processing

Spyros Sioutas, Phivos Mylonas, Eleanna Kafeza, 2021, WEBIST.

On Tensor Distances for Self Organizing Maps: Clustering Cognitive Tasks

Spyros Sioutas, Georgios Drakopoulos, Phivos Mylonas, 2020, DEXA.

Evaluation of Features Generated by a High-End Low-Cost Electrical Smart Meter

Kostas Tsichlas, Spyros Sioutas, Stelios Koutroubinas, 2021, Algorithms.

Dynamic 3-sided planar range queries with expected doubly-logarithmic time

Kostas Tsichlas, Spyros Sioutas, Gerth Stølting Brodal, 2012, Theor. Comput. Sci..

A Case of Adaptive Nonlinear System Identification with Third Order Tensors in TensorFlow

Spyros Sioutas, Phivos Mylonas, Georgios Drakopoulos, 2019, 2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA).

The Converging Triangle of Cultural Content, Cognitive Science, and Behavioral Economics

Spyros Sioutas, Phivos Mylonas, Georgios Drakopoulos, 2020, AIAI Workshops.

Computing Probabilistic Queries in the Presence of Uncertainty via Probabilistic Automata

Theodore Andronikos, Spyros Sioutas, Konstantinos Giannakis, 2017, ALGOCLOUD.

Pattern Recognition and Event Detection on IoT Data-streams

S. Sioutas, Aristeidis Karras, Christos N. Karras, 2022, ArXiv.

Taxonomy Development and Its Impact on a Self-learning e-Recruitment System

Giannis Tzimas, Athanasios K. Tsakalidis, Spyros Sioutas, 2012, AIAI.

Graph Neural Networks For Affective Social Media: A Comprehensive Overview

S. Sioutas, Michail Karavokyris, 2022, CIKM Workshops.

Parametric Evaluation Of Collaborative Filtering Over Apache Spark

Spyros Sioutas, Andreas Kanavos, Georgios Drakopoulos, 2020, 2020 5th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM).

Large Scale Sentiment Analysis on Twitter with Spark

Giannis Tzimas, Athanasios K. Tsakalidis, Spyros Sioutas, 2016, EDBT/ICDT Workshops.

Tree Data Structures and Efficient Indexing Techniques for Big Data Management: A Comprehensive Study

S. Sioutas, Aristeidis Karras, Leonidas Theodorakopoulos, 2022, PCI.

A Provably Efficient Computational Model For Approximate Spatiotemporal Retrieval

Christos Makris, Spyros Sioutas, Vasilis Delis, 1999, J. Univers. Comput. Sci..

Large Scale Implementations for Twitter Sentiment Classification

Giannis Tzimas, Athanasios K. Tsakalidis, Spyros Sioutas, 2017, Algorithms.

A distributed privacy-preserving scheme for location-based queries

Panayiotis Kotzanikolaou, Emmanouil Magkos, Spyros Sioutas, 2010, 2010 IEEE International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM).

Distributed Gibbs Sampling and LDA Modelling for Large Scale Big Data Management on PySpark

S. Sioutas, K. Giotopoulos, Aristeidis Karras, 2022, 2022 7th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM).

An Architecture For Cooperative Mobile Health Applications

Spyros Sioutas, Georgios Drakopoulos, Phivos Mylonas, 2023, Advances in experimental medicine and biology.

Storage Efficient Trajectory Clustering and k-NN for Robust Privacy Preserving Spatio-Temporal Databases

Athanasios K. Tsakalidis, Spyros Sioutas, Andreas Kanavos, 2019, Algorithms.

PerSubs: A Graph-Based Algorithm for the Identification of Perturbed Subpathways Caused by Complex Diseases.

Angeliki Rapti, Spyros Sioutas, Athanasios Tsakalidis, 2017, Advances in experimental medicine and biology.

Consensus Big Data Clustering for Bayesian Mixture Models

S. Sioutas, M. Avlonitis, K. Giotopoulos, 2023, Algorithms.

Efficient processing of all-k-nearest-neighbor queries in the MapReduce programming framework

Spyros Sioutas, Michael Vassilakopoulos, Panagiotis Moutafis, 2019, Data Knowl. Eng..

Global Graph Clustering and Local Graph Exploration for Community Detection in Twitter

S. Sioutas, K. Giotopoulos, Aristeidis Karras, 2022, 2022 7th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM).

NEFOS: Rapid Cache-Aware Range Query Processing with Probabilistic Guarantees

Yannis Manolopoulos, Yannis Theodoridis, Kostas Tsichlas, 2011, DEXA.

ISB-tree: A new indexing scheme with efficient expected behaviour

Christos Makris, Athanasios K. Tsakalidis, Christos D. Zaroliagis, 2005, J. Discrete Algorithms.

An Overview of MCMC Methods: From Theory to Applications

S. Sioutas, M. Avlonitis, Aristeidis Karras, 2022, AIAI Workshops.

On-line consistent ranking on e-recruitment: seeking the truth behind a well-formed CV

A. Tsakalidis, L. Iliadis, Giannis Tzimas, 2014, Artificial Intelligence Review.

Digital Rights Management in Peer To Peer Cultural Networks

Spyros Sioutas, Dimitrios Tsolis, S. Sioutas, 2011 .

Peer to Peer Federated Learning: Towards Decentralized Machine Learning on Edge Devices

S. Sioutas, K. Oikonomou, K. Giotopoulos, 2022, 2022 7th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM).

Cloud Elasticity: A Survey

Anastasios Gounaris, Spyros Sioutas, Athanasios Naskos, 2015, ALGOCLOUD.

Algorithmic Aspects of Cloud Computing

Dimitrios Tsoumakos, Peter Triantafillou, Spyros Sioutas, 2016, Lecture Notes in Computer Science.

A Performance Evaluation of Flooding Methods on Real Network Topologies

S. Sioutas, K. Oikonomou, Georgios Tsoumanis, 2023, 2023 International Balkan Conference on Communications and Networking (BalkanCom).

Using Hadoop for Large Scale Analysis on Twitter: A Technical Report pdf

Giannis Tzimas, Athanasios K. Tsakalidis, Spyros Sioutas, 2016, ArXiv.

An Intelligent Microprocessor Integrating TinyML in Smart Hotels for Rapid Accident Prevention

S. Sioutas, K. Giotopoulos, Aristeidis Karras, 2022, 2022 7th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM).

Scalable and Hierarchical Distributed Data Structures for Efficient Big Data Management

Christos D. Zaroliagis, Spyros Sioutas, Gerasimos Vonitsanos, 2019, ALGOCLOUD.

D-P2P-Sim+: A novel distributed framework for P2P protocols performance testing pdf

S. Sioutas, D. Tsoumakos, E. Sakkopoulos, 2014, J. Syst. Softw..

$$D^2$$D2-Tree: A New Overlay with Deterministic Bounds

Christos D. Zaroliagis, Kostas Tsichlas, Spyros Sioutas, 2010, Algorithmica.

D2-Tree: A New Overlay with Deterministic Bounds

Christos D. Zaroliagis, Kostas Tsichlas, Spyros Sioutas, 2010, ISAAC.

ART: sub-logarithmic decentralized range query processing with probabilistic guarantees

P. Triantafillou, Y. Manolopoulos, S. Sioutas, 2010, Distributed and Parallel Databases.

Trajectory Clustering and k-NN for Robust Privacy Preserving k-NN Query Processing in GeoSpark

Athanasios K. Tsakalidis, Spyros Sioutas, Andreas Kanavos, 2020, Algorithms.

A survey of persistent data structures

Athanasios K. Tsakalidis, Spyros Sioutas, Yannis Panagis, 2005 .

PLBSD: a platform for proactive location-based service discovery

Evangelos Karapanos, Spyros Sioutas, Evangelos Niforatos, 2012, J. Locat. Based Serv..

Fully persistent B-trees

Kostas Tsichlas, Spyros Sioutas, Gerth Stølting Brodal, 2012, SODA.

NSM-Tree: Efficient Indexing on Top of NoSQL Databases

Athanasios K. Tsakalidis, Angeliki Rapti, Spyros Sioutas, 2016, ALGOCLOUD.

Graph DBs vs. Column-Oriented Stores: A Pure Performance Comparison

Vassiliki Gkantouna, Giannis Tzimas, Angeliki Rapti, 2015, ALGOCLOUD.

Evaluating Clustering Algorithms on a Multimedia Metadata Dataset

Angeliki Rapti, Spyros Sioutas, Evaggelos Spyrou, 2016, PCI.

Evaluating information retrieval using document popularity: An implementation on MapReduce

Lazaros S. Iliadis, Christos Makris, Spyros Sioutas, 2016, Eng. Appl. Artif. Intell..

Automatic Melodic Harmonization: An Overview, Challenges and Future Directions

Spyros Sioutas, Dimos Makris, Ioannis Kayrdis, 2016 .

A Dynamic Distributed Deterministic Load-Balancer for Decentralized Hierarchical Infrastructures

C. Zaroliagis, S. Sioutas, K. Tsichlas, 2022, Algorithms.

Detecting Perturbed Subpathways towards Mouse Lung Regeneration Following H1N1 Influenza Infection

Athanasios K. Tsakalidis, Spyros Sioutas, Aristidis G. Vrahatis, 2017, Comput..

Expanding Queries with Maximum Likelihood Estimators and Language Models

S. Sioutas, Aristeidis Karras, Leonidas Theodorakopoulos, 2022, ICR.

A Hybrid Ensemble Deep Learning Approach for Emotion Classification

S. Sioutas, M. Avlonitis, Aristeidis Karras, 2022, 2022 IEEE International Conference on Big Data (Big Data).

SparkReact: A Novel and User-friendly Graphical Interface for the Apache Spark MLlib Library

S. Sioutas, P. Bouras, Agorakis Bompotas, 2022, PCI.

Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making

S. Sioutas, M. Avlonitis, Aristeidis Karras, 2022, AIAI Workshops.

SAF: A Peer to Peer IoT LoRa System for Smart Supply Chain in Agriculture

Phivos Mylonas, G. Drakopoulos, S. Sioutas, 2022, Artificial Intelligence Applications and Innovations.

Download Speed Optimization in P2P Networks Using Decision Making and Adaptive Learning

S. Sioutas, K. Giotopoulos, Aristeidis Karras, 2022, ICR.

On Autonomous Drone Navigation Using Deep Learning and an Intelligent Rainbow DQN Agent

S. Sioutas, A. Karatzas, K. Giotopoulos, 2022, IDEAL.

WiCHORD: A Chord Protocol Application on P2P LoRa Wireless Sensor Networks

S. Sioutas, Aristeidis Karras, D. Tsolis, 2022, 2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA).

Weighted Reservoir Sampling On Evolving Streams: A Sampling Algorithmic Framework For Stream Event Identification

Phivos Mylonas, Konstantinos Tsakalidis, G. Drakopoulos, 2022, SETN.

Quantum Inspired General Variable Neighborhood Search (qGVNS) for Dynamic Garbage Collection

Theodore Andronikos, Spyros Sioutas, Konstantinos Giannakis, 2017 .

HiNode: an asymptotically space-optimal storage model for historical queries on graphs

E. Pitoura, A. Gounaris, S. Sioutas, 2017, Distributed and Parallel Databases.

EVCA Classifier: A MCMC-Based Classifier for Analyzing High-Dimensional Big Data

S. Sioutas, Aristeidis Karras, D. Tsolis, 2023, Information.

Cloud elasticity using probabilistic model checking pdf

Ioannis Konstantinou, Dimitrios Tsoumakos, Anastasios Gounaris, 2014, ArXiv.

An Integrated GIS-Based Reinforcement Learning Approach for Efficient Prediction of Disease Transmission in Aquaculture

S. Sioutas, J. Theodorou, G. Katselis, 2023, Information.

A time efficient indexing scheme for complex spatiotemporal retrieval

Evangelos Theodoridis, Spyros Sioutas, George Lagogiannis, 2010, SGMD.

Blockchain For Mobile Health Applications: Acceleration With GPU Computing

Spyros Sioutas, Georgios Drakopoulos, Phivos Mylonas, 2023, Advances in experimental medicine and biology.

Design reuse in the conceptual schema of CMSs: A pattern-based evaluation approach

Vassiliki Gkantouna, Giannis Tzimas, Athanasios K. Tsakalidis, 2016, Eng. Appl. Artif. Intell..

Mining Biological Data on the Cloud - A MapReduce Approach

Giannis Tzimas, Athanasios K. Tsakalidis, Spyros Sioutas, 2014, AIAI Workshops.

Web Service Integration and Management Strategies for Large-Scale Datasets

Athanasios K. Tsakalidis, Evangelos Sakkopoulos, Spyros Sioutas, 2006 .

The Greek Music Dataset

Spyros Sioutas, Ioannis Karydis, Dimos Makris, 2015, EANN '15.

Comparing content and context based similarity for musical data

Lazaros S. Iliadis, Spyros Sioutas, Katia Kermanidis, 2013, Neurocomputing.

D-P2P-Sim: A Distributed P2P Simulator

Yannis Manolopoulos, Evangelos Sakkopoulos, Kostas Tsichlas, 2009 .

A novel distributed P2P simulator architecture: D-P2P-sim

Yannis Manolopoulos, Evangelos Sakkopoulos, Kostas Tsichlas, 2009, CIKM.

FLIBD: A Federated Learning-Based IoT Big Data Management Approach for Privacy-Preserving over Apache Spark with FATE

George A. Krimpas, S. Sioutas, Aristeidis Karras, 2023, Electronics.

A multimedia application for watermarking digital images based on a content based image retrieval technique

Spyros Sioutas, Theodore S. Papatheodorou, Dimitrios Tsolis, 2008, Multimedia Tools and Applications.

Efficient Distributed Range Query Processing in Apache Spark

Spyros Sioutas, Apostolos N. Papadopoulos, Christos Zaroliagis, 2019, 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID).

Spyros Sioutas, Georgios D. Styliaras, Michalis Xenos, 2011 .

A Cultural Information System Providing e-commerce Web Services, Digital Rights Management and Copyright Protection

Spyros Sioutas, Theodore S. Papatheodorou, Dimitrios Tsolis, 2007, J. Univers. Comput. Sci..

Uncertainty for Privacy and 2-Dimensional Range Query Distortion

Emmanouil Magkos, Spyros Sioutas, Vassilios S. Verykios, 2011, J. Comput. Sci. Eng..

Automated, Elastic Resource Provisioning for NoSQL Clusters Using TIRAMOLA

Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris, 2013, 2013 13th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing.

An information system for the effective management of ambulances

Christos Makris, Athanasios K. Tsakalidis, John D. Garofalakis, 2000, Proceedings 13th IEEE Symposium on Computer-Based Medical Systems. CBMS 2000.

Architectural Aspects of an Interactive Multimedia Environment for Teaching Chemistry in Secondary Education

Ioannis Hatzilygeroudis, Spyros Sioutas, John Garofalakis, 1999 .

Efficient processing of 3-sided range queries with probabilistic guarantees

Kostas Tsichlas, Spyros Sioutas, Apostolos N. Papadopoulos, 2010, ICDT '10.

Decentralized Algorithms for Efficient Energy Management over Cloud-Edge Infrastructures

Ioanna Giannoukou, S. Sioutas, Aristeidis Karras, 2022 .

Finger Indexed Sets: New Approaches pdf

Spyros Sioutas, S. Sioutas, 2008, ArXiv.

One-Dimensional Finger Searching in RAM Model Revisited

Evangelos Theodoridis, Athanasios K. Tsakalidis, Spyros Sioutas, 2005, Panhellenic Conference on Informatics.

New Dynamic Balanced Search Trees with Worst-Case Constant Update Time

Christos Makris, Kostas Tsichlas, Spyros Sioutas, 2003, J. Autom. Lang. Comb..

Cluster-based Energy Load Profiling on Residential Smart Buildings

Spyros Sioutas, Athanasios P. Kalogeras, Christos Alexakos, 2020, 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA).