Jelasity, Mark Author
Decentralized learning works: An empirical comparison of gossip learning and federated learning
- István Hegedűs
- Gábor Danner
- Márk Jelasity
Journal of Parallel and Distributed Computing - 1/11/2020
- SJR Quartile: Q1
- JCR Impact Factor: 3.734 (2020)
- CiteScore: 6.9 (2020)
- SJR: 0.638 (2020
- SNIP: 1.44 (2020
- JCR 5-year Impact Factor: 2.976
- JCR Categories: COMPUTER SCIENCE, THEORY & METHODS
- SJR Categories: Theoretical Computer Science (Q1); Computer Networks and Communications (Q1); Hardware and Architecture (Q1); Software (Q1); Artificial Intelligence (Q1)
- Scopus
- ORCID
- Web of Science
Anonymous, fault-tolerant distributed queries for smart devices
- Tremel E.
- Birman K.
- Kleinberg R.
- Jelasity M.
International Journal of Environmental Research and Public Health - 1/10/2018
- JCR Quartile: Q1 (2018)
- JCR Impact Factor: 3.39 (2022)
- Category normalized Impact: 0.412 (2018)
- CiteScore: 3.4 (2020)
- SJR: 0.747 (2020
- SNIP: 1.356 (2020
- JCR 5-year Impact Factor: 2.948
- JCR Categories: PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
- SJR Categories: Artificial Intelligence; Computer Networks and Communications; Control and Optimization; Hardware and Architecture; Human-Computer Interaction
Robust Fully Distributed Minibatch Gradient Descent with Privacy Preservation
- Danner, Gabor
- Berta, Arpad
- Hegeds, Istvan
- Jelasity, Mark
Security and Communication Networks - 1/1/2018
10.1155/2018/6728020 View source
- JCR Quartile: Q2 (2018)
- SJR Quartile: Q2
- JCR Impact Factor: 1.376 (2022)
- Category normalized Impact: 0.341 (2018)
- CiteScore: 4.2 (2020)
- SJR: 0.311 (2018
- SNIP: 0.862 (2018
- JCR 5-year Impact Factor: 1.286
- JCR Categories: TELECOMMUNICATIONS
- SJR Categories: Computer Networks and Communications (Q2); Information Systems (Q3)
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- Web of Science
Markers of neuroprotection of combined EPA and DHA provided by fish oil are higher than those of EPA (Nannochloropsis) and DHA (Schizochytrium) from microalgae oils in Wistar rats
- Lopes P.
- Bandarra N.
- Martins S.
- Martinho J.
- Alfaia C.
- Madeira M.
- Cardoso C.
- Afonso C.
- Paulo M.
- Pinto R.
- Guil-Guerrero J.
- Prates J.
ACM Transactions on Intelligent Systems and Technology - 29/9/2017
- JCR Quartile: Q2 (2017)
- SJR Quartile: Q1
- JCR Impact Factor: 3.483 (2022)
- Category normalized Impact: 0.676 (2017)
- CiteScore: 7.9 (2020)
- SJR: 0.874 (2017
- SNIP: 2.844 (2017
- JCR 5-year Impact Factor: 3.381
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Endocrinology, Diabetes and Metabolism (Q1); Medicine (miscellaneous) (Q1); Nutrition and Dietetics (Q1)
Robust decentralized differentially private stochastic gradient descent
- Heged?s I.
- Berta Á.
- Jelasity M.
Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications - 1/6/2016
- SJR Quartile: Q2
- CiteScore: 3 (2020)
- SJR: 0.337 (2016
- SNIP: 1.17 (2016
- SJR Categories: Computer Networks and Communications (Q2); Computer Science Applications (Q3)
- Scopus
- ORCID
Preface
- Jelasity M.
- Kalyvianaki E.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2016
- CiteScore: 1.8 (2020)
- SJR: 0.339 (2016
- SNIP: 0.676 (2016
A comparative study of spanning tree and gossip protocols for aggregation
- Nyers, Lehel
- Jelasity, Mark
Concurrency Computation - 1/11/2015
- JCR Impact Factor: 0.942 (2015)
- CiteScore: 3.8 (2020)
- SJR: 0.342 (2015
- SNIP: 0.985 (2015
- JCR 5-year Impact Factor: 0.914
- JCR Categories: COMPUTER SCIENCE, SOFTWARE ENGINEERING
- Scopus
- ORCID
- Web of Science
A Distributed Algorithm for Large-Scale Graph Partitioning
- Rahimian, Fatemeh
- Payberah, Amir H.
- Girdzijauskas, Sarunas
- Jelasity, Mark
- Haridi, Seif
ACM Transactions on Autonomous and Adaptive Systems - 1/06/2015
- SJR Quartile: Q1
- JCR Impact Factor: 1.118 (2022)
- Category normalized Impact: 1.084 (2015)
- CiteScore: 6.1 (2020)
- SJR: 0.655 (2015
- SNIP: 1.745 (2015
- JCR 5-year Impact Factor: 1.204
- JCR Categories: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
- SJR Categories: Computer Science (miscellaneous) (Q1); Control and Systems Engineering (Q2); Software (Q2)
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- Web of Science
Gossip learning with linear models on fully distributed data
- Ormandi, Robert
- Hegedus, Istvan
- Jelasity, Mark
CONCURRENCY AND COMPUTATION-PRACTICE and EXPERIENCE - 1/1/2013
- JCR Impact Factor: 0.784 (2013)
- CiteScore: 3.8 (2020)
- SJR: 0.374 (2013
- SNIP: 1.182 (2013
- JCR 5-year Impact Factor: 0.854
- JCR Categories: COMPUTER SCIENCE, THEORY & METHODS
- Scopus
- ORCID
- Web of Science
MASSIVELY DISTRIBUTED CONCEPT DRIFT HANDLING IN LARGE NETWORKS
- Hegedus, Istvan
- Ormandi, Robert
- Jelasity, Mark
ADVANCES IN COMPLEX SYSTEMS - 1/08/2013
10.1142/s0219525913500215 View source
- SJR Quartile: Q1
- JCR Impact Factor: 0.786 (2013)
- CiteScore: 1.9 (2020)
- SJR: 0.321 (2013
- SNIP: 0.603 (2013
- JCR 5-year Impact Factor: 0.918
- JCR Categories: MULTIDISCIPLINARY SCIENCES
- SJR Categories: Multidisciplinary (Q1); Control and Systems Engineering (Q3)
- Scopus
- ORCID
- Web of Science
Improving Gossip Learning via Limited Model Merging
- Gábor Danner
- István Hegedűs
- Márk Jelasity
Communications in Computer and Information Science - 1/1/2023
- CiteScore: 1 (2022)
- SJR: 0.194 (2022
- SNIP: 0.241 (2022
- Scopus
- ORCID
Decentralized recommendation based on matrix factorization: A comparison of gossip and federated learning
- István Heged?s
- Gábor Danner
- Márk Jelasity
Communications in Computer and Information Science - 1/1/2020
- CiteScore: 0.8 (2020)
- SJR: 0.16 (2020
- SNIP: 0.32 (2020
- Scopus
- ORCID
Robust Decentralized Mean Estimation with Limited Communication
- Danner G.
- Jelasity M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2018
- CiteScore: 1.8 (2020)
- SJR: 0.283 (2018
- SNIP: 0.707 (2018
- Scopus
- ORCID
Preface
- Jelasity, M.
- Kalyvianaki, E.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 2016
- ORCID
Fully distributed privacy preserving mini-batch gradient descent learning
- Danner G.
- Jelasity M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2015
- CiteScore: 1.8 (2020)
- SJR: 0.369 (2015
- SNIP: 0.708 (2015
- Scopus
- ORCID
Spanning tree or gossip for aggregation: A comparative study
- Nyers L.
- Jelasity M.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 1/1/2014
10.1007/978-3-319-09873-9_32 View source
- CiteScore: 1.8 (2020)
- SJR: 0.354 (2014
- SNIP: 0.753 (2014
- Scopus
- ORCID
- Web of Science
Gossip
- Jelasity M.
Natural Computing Series - 1/12/2011
- SJR Quartile: Q3
- CiteScore: 1.2 (2020)
- SJR: 0.216 (2011
- SNIP: 0.635 (2011
- SJR Categories: Software (Q3); Theoretical Computer Science (Q4)
- Scopus
- ORCID
Peer-to-peer optimization in large unreliable networks with branch-and-bound and particle swarms
- Balazs Banhelyi
- Marco Biazzini
- Alberto Montresor
- Mark Jelasity
- Giacobini, M
- Brabazon, A
- Cagnoni, S
- DiCaro, GA
- Ekart, A
- EsparciaAlcazar, AI
- Farooq, M
- Fink, A
- Machado, P
- McCormack, J
- ONeill, M
- Neri, F
- Preuss, M
- Rothlauf, F
- Tarantino, E
- Yang, S
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 23/7/2009
10.1007/978-3-642-01129-0_10 View source
- CiteScore: 1.8 (2020)
- SJR: 0.302 (2009
- SNIP: 0.586 (2009
- Scopus
- ORCID
- Web of Science
Topic 7: Peer-to-peer computing
- Epema D.
- Jelasity M.
- Jorba J.
- Montresor A.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 22/9/2008
- CiteScore: 1.8 (2020)
- SJR: 0.277 (2008
- SNIP: 0.478 (2008
- Scopus
- ORCID
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes): Preface
- Brueckner S.
- Hassas S.
- Jelasity M.
- Yamins D.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 27/11/2007
- CiteScore: 1.8 (2020)
- SJR: 0.293 (2007
- SNIP: 0.522 (2007
- Scopus
- ORCID
Token account algorithms: The best of the proactive and reactive worlds
- Danner G.
- Jelasity M.
Proceedings - International Conference on Distributed Computing Systems - 19/7/2018
- CiteScore: 5.3 (2020)
- SJR: 0.353 (2018
- SNIP: 0.911 (2018
- SJR Categories: Electrical and Electronic Engineering; Energy Engineering and Power Technology; Mechanical Engineering; Safety, Risk, Reliability and Quality
- Scopus
- ORCID
- Web of Science
Decentralized Management of Random Walks over a Mobile Phone Network
- Berta, Arpad
- Jelasity, Mark
- Kotenko, I
- Cotronis, Y
- Daneshtalab, M
2017 25TH EUROMICRO INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND NETWORK-BASED PROCESSING (PDP 2017) - 26/4/2017
10.1109/pdp.2017.73 View source
- Scopus
- ORCID
- Web of Science
Dimension Reduction Methods for Collaborative Mobile Gossip Learning
- Berta, A.
- Hegedus, I.
- Jelasity, M.
2016 24TH EUROMICRO INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED, AND NETWORK-BASED PROCESSING (PDP) - 31/3/2016
10.1109/pdp.2016.20 View source
- Scopus
- ORCID
- Web of Science
Distributed Differentially Private Stochastic Gradient Descent: An Empirical Study
- Hegedus, Istvan
- Jelasity, Mark
- Cotronis, Y
- Daneshtalab, M
- Papadopoulos, GA
2016 24TH EUROMICRO INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED, AND NETWORK-BASED PROCESSING (PDP) - 31/3/2016
10.1109/pdp.2016.19 View source
- Scopus
- ORCID
- Web of Science
Building a secure and privacy-preserving smart grid
- Birman K.
- Jelasity M.
- Kleinberg R.
- Tremel E.
Operating Systems Review (ACM) - 20/1/2015
- CiteScore: 2.2 (2020)
- SJR: 0.154 (2015
- SNIP: 0.418 (2015
- SJR Categories: Computer Networks and Communications; Hardware and Architecture; Information Systems
- Scopus
- ORCID
Distributional differential privacy for large-scale smart metering
- Jelasity M.
- Birman K.
IH and MMSec 2014 - Proceedings of the 2014 ACM Information Hiding and Multimedia Security Workshop - 1/1/2014
- SJR Categories: Computer Science Applications; Software
- Scopus
- ORCID
Fully Distributed Robust Singular Value Decomposition
- Hegedus, I.
- Jelasity, M.
- Kocsis, L.
- Benczur, A.A.
14-TH IEEE INTERNATIONAL CONFERENCE ON PEER-TO-PEER COMPUTING (P2P) - 1/1/2014
10.1109/p2p.2014.6934299 View source
- Scopus
- ORCID
- Web of Science
Defining and understanding smartphone churn over the internet: A measurement study
- Berta A.
- Bilicki V.
- Jelasity M.
14th IEEE International Conference on Peer-to-Peer Computing, IEEE P2P 2014 - Proceedings - 1/1/2014
10.1109/p2p.2014.6934317 View source
- Scopus
- ORCID
- Web of Science
JA-BE-JA: A Distributed Algorithm for Balanced Graph Partitioning
- Rahimian, Fatemeh
- Payberah, Amir H.
- Girdzijauskas, Sarunas
- Jelasity, Mark
- Haridi, Seif
- IEEE
2013 IEEE 7TH INTERNATIONAL CONFERENCE ON SELF-ADAPTIVE AND SELF-ORGANIZING SYSTEMS (SASO) - 1/12/2013
10.1109/saso.2013.13 View source
- Scopus
- ORCID
- Web of Science
Through the wormhole: Low cost, fresh peer sampling for the Internet
- Roverso, R.
- Dowling, J.
- Jelasity, M.
13TH IEEE INTERNATIONAL CONFERENCE ON PEER-TO-PEER COMPUTING (P2P) - 1/1/2013
10.1109/p2p.2013.6688707 View source
- Scopus
- ORCID
- Web of Science
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This author has no reports or other types of publications.
h index
Scopus: 25
Web of Science: 24
i10 index
Scopus: 54
Web of Science: 33
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Acronym TIN2012-37483-C03-03Since: January 1, 2013Until: December 31, 2015Funded by: MECFunding / grant amount: 158,980.00 EURRole: Investigador