Publications – Papers

@article{poiitis2020aggression,

title = {On the Aggression Diffusion Modeling and Minimization in Online Social Networks},

author = { Marinos Poiitis and Athena Vakali and Nicolas Kourtellis},

url = {https://arxiv.org/abs/2005.10646},

doi = {10.1145/3486218},

year  = {2021},

date = {2021-12-09},

urldate = {2020-01-01},

journal = {ACM Transactions on the Web},

volume = {16},

number = {5},

pages = {1-24},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{article,

title = {A micro-service-based machinery monitoring solution towards realizing the Industry 4.0 vision in a real environment},

author = {Athanasios Naskos and Nikodimos Nikolaidis and Vasileios Naskos and Anastasios Gounaris and Daniel Caljouw and Cosmas Vamvalis},

url = {https://datalab-old.csd.auth.gr/~gounaris/2021EDI.pdf},

doi = {10.1016/j.procs.2021.03.071},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

journal = {Procedia Computer Science},

volume = {184},

pages = {565-572},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{kagkelidis2021lumina,

title = {Lumina: an adaptive, automated and extensible prototype for exploring, enriching and visualizing data},

author = { Konstantinos Kagkelidis and Ilias Dimitriadis and Athena Vakali},

url = {https://link.springer.com/article/10.1007/s12650-020-00718-y},

year  = {2021},

date = {2021-01-01},

journal = {Journal of Visualization},

pages = {1--25},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{kipouridis2021dynamic,

title = {Dynamic layers of maxima with applications to dominating queries},

author = { E Kipouridis and A Kosmatopoulos and AN Papadopoulos and K Tsichlas},

url = {https://www.sciencedirect.com/science/article/pii/S0925772120300936},

year  = {2021},

date = {2021-01-01},

journal = {Computational Geometry},

volume = {93},

pages = {101699},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{christoforidis2021reline,

title = {Reline: Point-of-interest recommendations using multiple network embeddings},

author = { Giannis Christoforidis and Pavlos Kefalas and Apostolos N Papadopoulos and Yannis Manolopoulos},

url = {https://link.springer.com/article/10.1007/s10115-020-01541-5},

year  = {2021},

date = {2021-01-01},

journal = {Knowledge and Information Systems},

pages = {1--27},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{psaltoglou2021exploratory,

title = {An exploratory approach for urban data visualization and spatial analysis with a game engine},

author = { Artemis Psaltoglou and Athena Vakali},

year  = {2021},

date = {2021-01-01},

journal = {Multimedia Tools and Applications},

pages = {1--25},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{CisnerosMSSG21,

title = {Experimenting with big data computing for scaling data quality-aware query processing},

author = { Sonia Cisneros-Cabrera and Anna-Valentini Michailidou and Sandra Sampaio and Pedro Sampaio and Anastasios Gounaris},

url = {https://datalab.csd.auth.gr/wp-content/papercite-data/pdf/CisnerosMSSG21.pdf},

doi = {https://doi.org/10.1016/j.eswa.2021.114858},

issn = {0957-4174},

year  = {2021},

date = {2021-01-01},

journal = {Expert Systems with Applications},

volume = {178},

pages = {114858},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{BellasG21PC,

title = {HySet: A hybrid framework for exact set similarity join using a GPU},

author = { Christos Bellas and Anastasios Gounaris},

url = {https://datalab.csd.auth.gr/wp-content/papercite-data/pdf/BellasG21PC.pdf},

doi = {https://doi.org/10.1016/j.parco.2021.102790},

issn = {0167-8191},

year  = {2021},

date = {2021-01-01},

journal = {Parallel Computing},

volume = {104-105},

pages = {102790},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{su13158553,

title = {Urban Data Dynamics: A Systematic Benchmarking Framework to Integrate Crowdsourcing and Smart Cities’ Standardization},

author = { Vaia Moustaka and Antonios Maitis and Athena Vakali and Leonidas G. Anthopoulos},

url = {https://www.mdpi.com/2071-1050/13/15/8553},

doi = {10.3390/su13158553},

issn = {2071-1050},

year  = {2021},

date = {2021-01-01},

journal = {Sustainability},

volume = {13},

number = {15},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/ijisec/SermpinisVKV21,

title = {DeTRACT: a decentralized, transparent, immutable and open PKI certificate 

 framework},

author = {Thomas Sermpinis and 

 George Vlahavas and 

 Konstantinos Karasavvas and 

 Athena Vakali},

url = {https://doi.org/10.1007/s10207-020-00518-3},

doi = {10.1007/s10207-020-00518-3},

year  = {2021},

date = {2021-01-01},

journal = {Int. J. Inf. Sec.},

volume = {20},

number = {4},

pages = {553--570},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/jasis/GrudaKMGV21,

title = {I Alone Can Fix It: Examining interactions between narcissistic leaders 

 and anxious followers on Twitter using a machine learning approach},

author = {Dritjon Gruda and 

 Dimitra Karanatsiou and 

 Kanishka Mendhekar and 

 Jennifer Golbeck and 

 Athena Vakali},

url = {https://doi.org/10.1002/asi.24490},

doi = {10.1002/asi.24490},

year  = {2021},

date = {2021-01-01},

journal = {J. Assoc. Inf. Sci. Technol.},

volume = {72},

number = {11},

pages = {1323--1336},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/remotesensing/TsantalidouPAKG21,

title = {MAMOTH: An Earth Observational Data-Driven Model for Mosquitoes 

 Abundance Prediction},

author = {Argyro Tsantalidou and 

 Elisavet Parselia and 

 George Arvanitakis and 

 Katerina Kyratzi and 

 Sandra Gewehr and 

 Athena Vakali and 

 Charalampos Kontoes},

url = {https://doi.org/10.3390/rs13132557},

doi = {10.3390/rs13132557},

year  = {2021},

date = {2021-01-01},

journal = {Remote. Sens.},

volume = {13},

number = {13},

pages = {2557},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2104-11483,

title = {Self-Tracking Technology for mHealth: A Systematic Review and the 

 PAST SELF Framework},

author = {Sofia Yfantidou and 

 Pavlos Sermpezis and 

 Athena Vakali},

url = {https://arxiv.org/abs/2104.11483},

year  = {2021},

date = {2021-01-01},

journal = {CoRR},

volume = {abs/2104.11483},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{DBLP:journals/corr/abs-2109-02358,

title = {Pointspectrum: Equivariance Meets Laplacian Filtering for Graph Representation 

 Learning},

author = {Marinos Poiitis and 

 Pavlos Sermpezis and 

 Athena Vakali},

url = {https://arxiv.org/abs/2109.02358},

year  = {2021},

date = {2021-01-01},

journal = {CoRR},

volume = {abs/2109.02358},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{app11219857,

title = {Social Botomics: A Systematic Ensemble ML Approach for Explainable and Multi-Class Bot Detection},

author = {ilias Dimitriadis and Konstantinos Georgiou and Athena Vakali},

url = {https://www.mdpi.com/2076-3417/11/21/9857},

doi = {10.3390/app11219857},

issn = {2076-3417},

year  = {2021},

date = {2021-01-01},

journal = {Applied Sciences},

volume = {11},

number = {21},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gruda2020m,

title = {I'm simply the best, better than all the rest: Narcissistic leaders and corporate fundraising success},

author = { Dritjon Gruda and Jim McCleskey and Dimitra Karanatsiou and Athena Vakali},

url = {https://www.sciencedirect.com/science/article/pii/S0191886920305080},

year  = {2021},

date = {2021-01-01},

urldate = {2020-01-01},

journal = {Personality and Individual Differences},

volume = {168},

pages = {110317},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{giannakas2021network,

title = {Network Friendly Recommendations: Optimizing for Long Viewing Sessions},

author = { Theodoros Giannakas and Pavlos Sermpezis and Thrasyvoulos Spyropoulos},

url = {https://arxiv.org/pdf/2110.00772.pdf},

year  = {2021},

date = {2021-01-01},

journal = {IEEE Transactions on Mobile Computing},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{CHRISTOFOROU2021100100,

title = {DIFCURV: A unified framework for Diffusion Curve Fitting and prediction in Online Social Networks},

author = {Charalambos Christoforou and Kalliopi Malerou and Nikolaos L. Tsitsas and Athena Vakali},

url = {https://www.sciencedirect.com/science/article/pii/S2590005621000448},

doi = {https://doi.org/10.1016/j.array.2021.100100},

issn = {2590-0056},

year  = {2021},

date = {2021-01-01},

journal = {Array},

volume = {12},

pages = {100100},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{GarciaCIVM20,

title = {Distance Join Query Processing in SpatialHadoop and LocationSpark},

author = {Garcia-Garcia F., Corral A., Iribarne L., Vassilakopoulos M. and Manolopoulos Y.},

year  = {2020},

date = {2020-02-01},

journal = {Information Sciences},

volume = {Vol. 512},

pages = {985-1008},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bellasmethodology,

title = {A Methodology for Runtime Detection and Extraction of Threat Patterns},

author = { Christos Bellas and Athanasios Naskos and Georgia Kougka and George Vlahavas and Anastasios Gounaris and Athena Vakali and Apostolos Papadopoulos and Evmorfia Biliri and Nefeli Bountouni and Gustavo Gonzalez Granadillo},

url = {https://link.springer.com/content/pdf/10.1007/s42979-020-00226-8.pdf},

year  = {2020},

date = {2020-01-01},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sermpinis2020detract,

title = {DeTRACT: a decentralized, transparent, immutable and open PKI certificate framework},

author = { Thomas Sermpinis and George Vlahavas and Konstantinos Karasavvas and Athena Vakali},

url = {https://link.springer.com/article/10.1007/s10207-020-00518-3},

year  = {2020},

date = {2020-01-01},

journal = {International Journal of Information Security},

pages = {1--18},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{karanatsiou2020my,

title = {My tweets bring all the traits to the yard: Predicting personality and relational traits in Online Social Networks},

author = { Dimitra Karanatsiou and Pavlos Sermpezis and Jon Gruda and Konstantinos Kafetsios and Ilias Dimitriadis and Athena Vakali},

url = {https://arxiv.org/abs/2009.10802},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2009.10802},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gacem2020scalable,

title = {Scalable distributed reachability query processing in multi-labeled networks},

author = { Amina Gacem and Apostolos N Papadopoulos and Kamel Boukhalfa},

url = {https://www.sciencedirect.com/science/article/pii/S0169023X19303234},

year  = {2020},

date = {2020-01-01},

journal = {Data & Knowledge Engineering},

volume = {130},

pages = {101854},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{doka2020dynamic,

title = {Dynamic planar range skyline queries in log logarithmic expected time},

author = { K Doka and A Kosmatopoulos and A Papadopoulos and S Sioutas and K Tsichlas and D Tsoumakos},

url = {https://www.sciencedirect.com/science/article/pii/S0020019020300776},

year  = {2020},

date = {2020-01-01},

journal = {Information Processing Letters},

volume = {162},

pages = {105990},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{toliopoulos2020continuous,

title = {Continuous outlier mining of streaming data in flink},

author = { Theodoros Toliopoulos and Anastasios Gounaris and Kostas Tsichlas and Apostolos Papadopoulos and Sandra Sampaio},

url = {https://www.sciencedirect.com/science/article/pii/S0306437920300594},

year  = {2020},

date = {2020-01-01},

journal = {Information Systems},

volume = {93},

pages = {101569},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{malliaros2020core,

title = {The core decomposition of networks: Theory, algorithms and applications},

author = { Fragkiskos D Malliaros and Christos Giatsidis and Apostolos N Papadopoulos and Michalis Vazirgiannis},

url = {https://datalab-old.csd.auth.gr/~apostol/pubs/survey_core_2019.pdf},

year  = {2020},

date = {2020-01-01},

journal = {The VLDB Journal},

volume = {29},

number = {1},

pages = {61--92},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{papagiannopoulou2020keywords,

title = {Keywords lie far from the mean of all words in local vector space},

author = { Eirini Papagiannopoulou and Grigorios Tsoumakas and Apostolos N Papadopoulos},

url = {https://arxiv.org/abs/2008.09513},

year  = {2020},

date = {2020-01-01},

journal = {arXiv preprint arXiv:2008.09513},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ccelikkanat2020rm,

title = {NodeSig: Random Walk Diffusion meets Hashing for Scalable Graph Embeddings},

author = {Abdulkadir {Ç}elikkanat and Apostolos N Papadopoulos and Fragkiskos D Malliaros},

url = {https://arxiv.org/abs/2010.00261},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

journal = {arXiv preprint arXiv:2010.00261},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bellas2020empirical,

title = {An empirical evaluation of exact set similarity join techniques using GPUs},

author = { Christos Bellas and Anastasios Gounaris},

url = {https://www.sciencedirect.com/science/article/pii/S030643791930537X},

year  = {2020},

date = {2020-01-01},

journal = {Information Systems},

volume = {89},

pages = {101485},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{kastanakis2020network,

title = {Network-aware Recommendations in the Wild: Methodology, Realistic Evaluations, Experiments},

author = { Savvas Kastanakis and Pavlos Sermpezis and Vasileios Kotronis and Daniel Sadoc Menasche and Thrasyvoulos Spyropoulos},

url = {https://ieeexplore.ieee.org/abstract/document/9281319},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Transactions on Mobile Computing},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{FABM19,

title = {Indexing in flash storage devices: a survey on challenges, current approaches, and future trends},

author = {Fevgas A., Akritidis L., Bozanis P. and Manolopoulos Y.},

url = {https://datalab-old.csd.auth.gr/wp-content/uploads/publications/FABM19.pdf},

year  = {2020},

date = {2020-01-01},

journal = {The VLDB Journal},

volume = {Vol. 29},

number = {No. 1},

pages = {274-311},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{GA18,

title = {A Data-driven Unified Framework for Predicting Citation Dynamics},

author = {Gogoglou A. and Manolopoulos Y.},

url = {https://datalab-old.csd.auth.gr/wp-content/uploads/publications/GM18.pdf},

year  = {2020},

date = {2020-01-01},

journal = {IEEE Transactions on Big Data},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{RoumelisVVCFM19,

title = {Parallel processing of spatial batch-queries using xBR^+-trees in solid-state drives},

author = {Roumelis G., Velentzas P., Vassilakopoulos M., Corral A., Fevgas A. and Manolopoulos Y.},

url = {https://datalab-old.csd.auth.gr/wp-content/uploads/publications/RoumelisVVCFM19.pdf},

year  = {2020},

date = {2020-01-01},

journal = {Cluster Computing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{novovic2020uncovering,

title = {Uncovering the Relationship between Human Connectivity Dynamics and Land Use},

author = {  Olivera Novovi{'c} and Sanja Brdar and Minu{č}er Mesaroš and Vladimir Crnojevi{'c} and Apostolos N Papadopoulos},

url = {https://www.mdpi.com/2220-9964/9/3/140},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

journal = {ISPRS International Journal of Geo-Information},

volume = {9},

number = {3},

pages = {140},

publisher = {Multidisciplinary Digital Publishing Institute},

keywords = {},

pubstate = {published},

tppubtype = {article}

}