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Spyros Sioutas
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2020 – today
- 2024
- [j74]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): 1 (2024) - [j73]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): 42 (2024) - [j72]Konstantinos C. Giotopoulos, Dimitrios Michalopoulos, Gerasimos Vonitsanos, Dimitris Papadopoulos, Ioanna Giannoukou, Spyros Sioutas:
Dynamic Workload Management System in the Public Sector. Inf. 15(6): 335 (2024) - [j71]Paraskevi Gatou, Xanthi Tsiara, Alexandros Spitalas, Spyros Sioutas, Gerasimos Vonitsanos:
Artificial Intelligence Techniques in Grapevine Research: A Comparative Study with an Extensive Review of Datasets, Diseases, and Techniques Evaluation. Sensors 24(19): 6211 (2024) - 2023
- [j70]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): 151 (2023) - [j69]Christos N. Karras, Aristeidis Karras, Konstantinos C. Giotopoulos, Markos Avlonitis, Spyros Sioutas:
Consensus Big Data Clustering for Bayesian Mixture Models. Algorithms 16(5): 245 (2023) - [j68]Aristeidis Karras, Christos N. Karras, Nikolaos Schizas, Markos Avlonitis, Spyros Sioutas:
AutoML with Bayesian Optimizations for Big Data Management. Inf. 14(4): 223 (2023) - [j67]Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Dimitrios Tsolis, Konstantinos Oikonomou, Spyros Sioutas:
Federated Edge Intelligence and Edge Caching Mechanisms. Inf. 14(7): 414 (2023) - [j66]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): 451 (2023) - [j65]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): 583 (2023) - [j64]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): 9486 (2023) - [c121]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: 395-407 - [c120]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: 66-85 - [c119]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: 133-171 - [c118]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: 211-230 - [c117]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: 1-8 - [c116]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: 1-10 - [c115]Michalis Nikolaou, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas:
Intelligent Agents with Graph Mining for Link Prediction over Neo4j. WEBIST 2023: 504-511 - [i19]Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas:
An Architecture For Cooperative Mobile Health Applications. CoRR abs/2301.04720 (2023) - [i18]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
- [j63]Spyros Sioutas, Efrosini Sourla, Kostas Tsichlas, Gerasimos Vonitsanos, Christos D. Zaroliagis:
A Dynamic Distributed Deterministic Load-Balancer for Decentralized Hierarchical Infrastructures. Algorithms 15(3): 96 (2022) - [j62]Richard Chbeir, Yannis Manolopoulos, Jolanta Mizera-Pietraszko, Spyros Sioutas:
Special Issue on Real-Time Intelligent Systems. Big Data Res. 30: 100349 (2022) - [j61]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): 363 (2022) - [j60]Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas:
Self organizing maps for cultural content delivery. Neural Comput. Appl. 34(22): 19547-19564 (2022) - [c114]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: 21-41 - [c113]Christos N. Karras, Aristeidis Karras, Dimitrios Tsolis, Markos Avlonitis, Spyros Sioutas:
A Hybrid Ensemble Deep Learning Approach for Emotion Classification. IEEE Big Data 2022: 3881-3890 - [c112]Michail Karavokyris, Spyros Sioutas:
Graph Neural Networks For Affective Social Media: A Comprehensive Overview. CIKM Workshops 2022 - [c111]Dimitrios Michalopoulos, Aristeidis Karras, Christos N. Karras, Spyros Sioutas, Konstantinos C. Giotopoulos:
Neuro-Fuzzy Employee Ranking System in the Public Sector. FSDM 2022: 325-333 - [c110]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: 68-72 - [c109]Christos N. Karras, Aristeidis Karras, Leonidas Theodorakopoulos, Ioanna Giannoukou, Spyros Sioutas:
Expanding Queries with Maximum Likelihood Estimators and Language Models. ICR 2022: 201-213 - [c108]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: 225-238 - [c107]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: 134-145 - [c106]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 - [c105]Christos N. Karras, Aristeidis Karras, Markos Avlonitis, Spyros Sioutas:
An Overview of MCMC Methods: From Theory to Applications. AIAI Workshops 2022: 319-332 - [c104]K. K. Lykothanasi, Spyros Sioutas, Kostas Tsichlas:
Efficient Large-Scale Machine Learning Techniques for Rapid Motif Discovery in Energy Data Streams. AIAI (1) 2022: 331-342 - [c103]Christos N. Karras, Aristeidis Karras, Markos Avlonitis, Ioanna Giannoukou, Spyros Sioutas:
Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making. AIAI Workshops 2022: 345-356 - [c102]Christos Konstantopoulos, Spyros Sioutas, Konstantinos Tsichlas:
Machine Learning Techniques for Regression in Energy Disaggregation. AIAI (1) 2022: 356-366 - [c101]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 - [c100]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: 1-8 - [c99]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: 391-398 - [c98]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 - [c97]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: 123-132 - [c96]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: 230-239 - [c95]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: 1-8 - [c94]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: 1-9 - [c93]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: 1-8 - [c92]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: 1-7 - [c91]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 - [c90]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 - [i17]Christos N. Karras, Aristeidis Karras, Spyros Sioutas:
Pattern Recognition and Event Detection on IoT Data-streams. CoRR abs/2203.01114 (2022) - 2021
- [j59]Christina Koutroumpina, Spyros Sioutas, Stelios Koutroubinas, Kostas Tsichlas:
Evaluation of Features Generated by a High-End Low-Cost Electrical Smart Meter. Algorithms 14(11): 311 (2021) - [j58]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) - [c89]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 - [c88]Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Spyros Sioutas:
A graph neural network for fuzzy Twitter graphs. CIKM Workshops 2021 - [c87]Michael Marountas, Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas:
Recommending Database Architectures for Social Queries: A Twitter Case Study. AIAI 2021: 715-728 - [c86]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 - [c85]Evangelia Kokotsaki, Galateia Kapellakou, Anastasios Giannaros, Spyros Sioutas:
The application of Blockchain technology in Copyright field: formalities and "smart contracts". IISA 2021: 1-8 - [c84]Georgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Spyros Sioutas:
Process Mining Analytics for Industry 4.0 with Graph Signal Processing. WEBIST 2021: 553-560 - [c83]Athanasios Lyras, Sotiria Vernikou, Andreas Kanavos, Spyros Sioutas, Phivos Mylonas:
Modeling Credibility in Social Big Data using LSTM Neural Networks. WEBIST 2021: 599-606 - 2020
- [j57]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): 182 (2020) - [j56]Alexis C. Kaporis, Christos Makris, Spyros Sioutas, Athanasios K. Tsakalidis, Kostas Tsichlas, Christos D. Zaroliagis:
Dynamic Interpolation Search revisited. Inf. Comput. 270 (2020) - [j55]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): 40-58 (2020) - [j54]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: 105990 (2020) - [j53]Gerth Stølting Brodal, Spyros Sioutas, Konstantinos Tsakalidis, Kostas Tsichlas:
Fully persistent B-trees. Theor. Comput. Sci. 841: 10-26 (2020) - [c82]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 - [c81]Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas:
On Tensor Distances for Self Organizing Maps: Clustering Cognitive Tasks. DEXA (2) 2020: 195-210 - [c80]Alkiviadis Savvopoulos, George Kalogeras, Christos Anagnostopoulos, Christos Alexakos, Spyros Sioutas, Athanasios P. Kalogeras:
Cluster-based Energy Load Profiling on Residential Smart Buildings. ETFA 2020: 821-828 - [c79]Georgios Drakopoulos, Ioanna Giannoukou, Phivos Mylonas, Spyros Sioutas:
The Converging Triangle of Cultural Content, Cognitive Science, and Behavioral Economics. AIAI Workshops 2020: 200-212 - [c78]Athanasios Alexopoulos, Georgios Drakopoulos, Andreas Kanavos, Spyros Sioutas, Gerasimos Vonitsanos:
Parametric Evaluation Of Collaborative Filtering Over Apache Spark. SEEDA-CECNSM 2020: 1-8 - [c77]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 - [c76]Gerasimos Vonitsanos, Elias Dritsas, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas:
Security and Privacy Solutions associated with NoSQL Data Stores. SMAP 2020: 1-5
2010 – 2019
- 2019
- [j52]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): 266 (2019) - [j51]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: 42-70 (2019) - [j50]Angeliki Rapti, Kostas Tsichlas, Spyros Sioutas, Giannis Tzimas:
Virus propagation: threshold conditions for multiple profile networks. Knowl. Inf. Syst. 60(2): 807-836 (2019) - [j49]Angeliki Rapti, Kostas Tsichlas, Spyros Sioutas, Giannis Tzimas:
Correction to: Virus propagation: threshold conditions for multiple profile networks. Knowl. Inf. Syst. 60(2): 1163-1164 (2019) - [j48]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): 2:1-2:4 (2019) - [c75]Spyros Sioutas, Gerasimos Vonitsanos, Nikolaos Zacharatos, Christos D. Zaroliagis:
Scalable and Hierarchical Distributed Data Structures for Efficient Big Data Management. ALGOCLOUD 2019: 122-160 - [c74]Apostolos N. Papadopoulos, Spyros Sioutas, Christos D. Zaroliagis, Nikolaos Zacharatos:
Efficient Distributed Range Query Processing in Apache Spark. CCGRID 2019: 569-575 - [c73]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 - [c72]Georgios Drakopoulos, Phivos Mylonas, Spyros Sioutas:
A Case of Adaptive Nonlinear System Identification with Third Order Tensors in TensorFlow. INISTA 2019: 1-6 - 2018
- [j47]Christos Papalitsas, Panayiotis Karakostas, Theodore Andronikos, Spyros Sioutas, Konstantinos Giannakis:
Combinatorial GVNS (General Variable Neighborhood Search) Optimization for Dynamic Garbage Collection. Algorithms 11(4): 38 (2018) - [j46]Alkiviadis Savvopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas:
LSTM Accelerator for Convolutional Object Identification. Algorithms 11(10): 157 (2018) - [j45]Elias Dritsas, Maria Trigka, Panagiotis Gerolymatos, Spyros Sioutas:
Trajectory Clustering and k-NN for Robust Privacy Preserving Spatiotemporal Databases. Algorithms 11(12): 207 (2018) - [j44]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): 11 (2018) - [j43]Spyros Sioutas, Yannis Velegrakis, Valia Kordoni:
Introduction to the special section on New Trends in Humanistic Informatics: Implementations and Applications. Comput. Electr. Eng. 65: 425-427 (2018) - [j42]Spyros Sioutas, Yannis Velegrakis, Valia Kordoni:
Introduction to the special section on New Trends in Humanistic Informatics: Implementations and Applications. Comput. Electr. Eng. 70: 1086-1088 (2018) - [c71]Gerasimos Vonitsanos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas:
A NoSQL Database Approach for Modeling Heterogeneous and Semi-Structured Information. IISA 2018: 1-8 - [c70]Ioannis Karydis, Andreas Kanavos, Spyros Sioutas, Markos Avlonitis, Nikos I. Karacapilidis:
LESIM: A Novel Lexical Similarity Measure Technique for Multimedia Information Retrieval. MCIS 2018: 31 - [c69]Dimitris Boussis, Elias Dritsas, Andreas Kanavos, Spyros Sioutas, Giannis Tzimas, Vassilios S. Verykios:
MapReduce Implementations for Privacy Preserving Record Linkage. SETN 2018: 16:1-16:4 - 2017
- [j41]Andreas Kanavos, Nikolaos Nodarakis, Spyros Sioutas, Athanasios K. Tsakalidis, Dimitrios Tsolis, Giannis Tzimas:
Large Scale Implementations for Twitter Sentiment Classification. Algorithms 10(1): 33 (2017) - [j40]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): 20 (2017) - [j39]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) - [j38]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): 249-285 (2017) - [j37]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) - [c68]Theodore Andronikos, Alexander Singh, Konstantinos Giannakis, Spyros Sioutas:
Computing Probabilistic Queries in the Presence of Uncertainty via Probabilistic Automata. ALGOCLOUD 2017: 106-120 - [c67]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: 596-608 - [c66]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 - [c65]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 - [i16]Spyros Sioutas, Kostas Tsichlas, Andreas Kosmatopoulos, Apostolos N. Papadopoulos, Dimitrios Tsoumakos, Katerina Doka:
Skyline Queries in O(1) time? CoRR abs/1709.03949 (2017) - 2016
- [j36]Spyros Sioutas, Lazaros S. Iliadis, Katia Lida Kermanidis, Phivos Mylonas:
Introduction to the Special Issue on Mining the Humanities: Technologies and Applications. Eng. Appl. Artif. Intell. 51: 1-4 (2016) - [j35]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: 16-23 (2016) - [j34]Vassiliki Gkantouna, Spyros Sioutas, Athanasios K. Tsakalidis, Giannis Tzimas, Emmanouil Viennas:
Design reuse in the conceptual schema of CMSs: A pattern-based evaluation approach. Eng. Appl. Artif. Intell. 51: 97-108 (2016) - [j33]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: 139-168 (2016) - [c64]Ioannis Kokotinis, Marios Kendea, Nikolaos Nodarakis, Angeliki Rapti, Spyros Sioutas, Athanasios K. Tsakalidis, Dimitrios Tsolis, Yannis Panagis:
NSM-Tree: Efficient Indexing on Top of NoSQL Databases. ALGOCLOUD 2016: 3-14 - [c63]Nikolaos Nodarakis, Angeliki Rapti, Spyros Sioutas, Athanasios K. Tsakalidis, Dimitrios Tsolis, Giannis Tzimas, Yannis Panagis:
(A)kNN Query Processing on the Cloud: A Survey. ALGOCLOUD 2016: 26-40 - [c62]Spyros Sioutas, Phivos Mylonas, Alexandros Panaretos, Panagiotis Gerolymatos, Dimitrios Vogiatzis, Eleftherios Karavaras, Thomas Spitieris, Andreas Kanavos:
Survey of Machine Learning Algorithms on Spark Over DHT-based Structures. ALGOCLOUD 2016: 146-156 - [c61]Ioannis Karydis, Spyros Sioutas, Markos Avlonitis, Phivos Mylonas, Andreas Kanavos:
A Survey on Big Data and Collective Intelligence. ALGOCLOUD 2016: 169-181 - [c60]Nikolaos Nodarakis, Spyros Sioutas, Athanasios K. Tsakalidis, Giannis Tzimas:
Large Scale Sentiment Analysis on Twitter with Spark. EDBT/ICDT Workshops 2016 - [c59]