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Ivan Kholod
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2020 – today
- 2022
- [j8]Evgenia Novikova
, Dmitry Fomichov, Ivan Kholod
Analysis of Privacy-Enhancing Technologies in Open-Source Federated Learning Frameworks for Driver Activity Recognition. Sensors 22(8): 2983 (2022) - 2021
- [j7]Ivan Kholod
Open-Source Federated Learning Frameworks for IoT: A Comparative Review and Analysis. Sensors 21(1): 167 (2021) - [j6]Ivan Kholod
Parallelization of the self-organized maps algorithm for federated learning on distributed sources. J. Supercomput. 77(6): 6197-6213 (2021) - 2020
- [j5]Ivan Kholod, Andrey Shorov, Sergei Gorlatch:
Efficient Distribution and Processing of Data for Parallelizing Data Mining in Mobile Clouds. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 11(1): 2-17 (2020) - [c17]Ivan Murenin, Evgenia Novikova, Roman Ushakov, Ivan Kholod:
Explaining Android Application Authorship Attribution Based on Source Code Analysis. NEW2AN/ruSMART 2020: 43-56 - [c16]Aleksey Malov, Ivan Kholod, Sergey Rodionov, Evgenia Novikova:
Data Mining Algorithms Parallelization in the Framework of Agent-Oriented Programming. NEW2AN/ruSMART 2020: 135-147
2010 – 2019
- 2019
- [j4]Ivan Kholod
A formally based parallelization of data mining algorithms for multi-core systems. J. Supercomput. 75(12): 7909-7920 (2019) - [c15]Ivan Kholod, Andrey Shorov, Sergei Gorlatch:
Improving Parallel Data Mining for Different Data Distributions in IoT Systems. IDC 2019: 75-85 - [c14]Ivan Kholod, Andrey Shorov, Maria Efimova, Sergei Gorlatch:
Parallelization of Algorithms for Mining Data from Distributed Sources. PaCT 2019: 289-303 - 2017
- [j3]Ivan Kholod
Distributed Measurement Data Gathering about Moving Objects. Wirel. Commun. Mob. Comput. 2017 (2017) - [c13]Ivan Kholod, Maria Efimova, Andrey Rukavitsyn, Andrey Shorov:
Time Series Distributed Analysis in IoT with ETL and Data Mining Technologies. NEW2AN 2017: 97-108 - [c12]Ivan Kholod, Nikolai Plokhoi, Andrey Shorov:
Fog Computing for Telemetry Gathering from Moving Objects. NEW2AN 2017: 498-509 - [c11]Ivan Kholod, Andrey Shorov, Sergei Gorlatch:
A Functional Approach to Parallelizing Data Mining Algorithms in Java. PaCT 2017: 459-472 - 2016
- [j2]Ivan Kholod
Cloud for Distributed Data Analysis Based on the Actor Model. Sci. Program. 2016: 1050293:1-1050293:11 (2016) - [c10]Ivan Kholod, Mikhail Kuprianov, Ilya Petukhov:
Parallel and Distributed Data Mining in Cloud. ICDM 2016: 349-362 - [c9]Ivan Kholod, Mikhail Kuprianov, Ilya Petukhov:
Distributed data mining based on actors for Internet of Things. MECO 2016: 480-484 - [c8]Ivan Kholod, Ilya Petuhov, Maria Efimova:
Data Mining for the Internet of Things with Fog Nodes. NEW2AN 2016: 25-36 - 2015
- [c7]Ivan Kholod, Mikhail Kuprianov, Andrey Shorov:
Constructing Parallel Association Algorithms from Function Blocks. ICDM 2015: 124-138 - [c6]Ivan Kholod, Mikhail Kuprianov, Andrey Shorov:
Parallelization of data mining algorithms for multicore processors. MECO 2015: 262-267 - [c5]Ivan Kholod, Aleksey Malov, Sergey Rodionov:
Data Mining Algorithms Parallelizing in Functional Programming Language for Execution in Cluster. NEW2AN 2015: 140-151 - [c4]Ivan Kholod, Ilya Petuhov, Nikita Kapustin:
Creation of Data Mining Cloud Service on the Actor Model. NEW2AN 2015: 585-598 - [c3]Ivan Kholod, Ilya Petukhov:
Creation of Data Mining Algorithms as Functional Expression for Parallel and Distributed Execution. PaCT 2015: 62-67 - [c2]Konstantin Borisenko, Ivan Kholod, Andrey Shorov:
Modeling Framework for Developing and Testing Network Security Techniques against DDoS Attacks. SEKE 2015: 715 - 2014
- [j1]Konstantin Borisenko, Ivan Kholod, Andrey Shorov:
Framework for Infrastructure Attack Modeling in Hybrid Networks. Int. J. Mob. Comput. Multim. Commun. 6(4): 98-114 (2014) - [c1]Ivan Kholod, Zaynidin Karshiyev
The Formal Model of Data Mining Algorithms for Parallelize Algorithms. ACS 2014: 385-394
Coauthor Index
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