Ivan Kholod

25 papers A* 2B 3C 1Misc 1Journal 8Unranked 10
YearRankTypeTitle / Venue / Authors
2022 J jnl
Analysis of Privacy-Enhancing Technologies in Open-Source Federated Learning Frameworks for Driver Activity Recognition.
Sensors
Evgenia Novikova, Dmitry Fomichov, Ivan Kholod, Evgeny Filippov
2021 J jnl
Open-Source Federated Learning Frameworks for IoT: A Comparative Review and Analysis.
Sensors
Ivan Kholod, Evgeny Yanaki, Dmitry Fomichev, Evgeniy Shalugin, Evgenia Novikova, Evgeny Filippov, Mats Nordlund
2021 J jnl
Parallelization of the self-organized maps algorithm for federated learning on distributed sources.
J. Supercomput.
Ivan Kholod, Andrey Rukavitsyn, Alexey A. Paznikov, Sergei Gorlatch
2020 — conf
Data Mining Algorithms Parallelization in the Framework of Agent-Oriented Programming.
NEW2AN/ruSMART
Aleksey Malov, Ivan Kholod, Sergey Rodionov, Evgenia Novikova
2020 J jnl
Efficient Distribution and Processing of Data for Parallelizing Data Mining in Mobile Clouds.
J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl.
Ivan Kholod, Andrey Shorov, Sergei Gorlatch
2020 — conf
Explaining Android Application Authorship Attribution Based on Source Code Analysis.
NEW2AN/ruSMART
Ivan Murenin, Evgenia Novikova, Roman Ushakov, Ivan Kholod
2019 J jnl
A formally based parallelization of data mining algorithms for multi-core systems.
J. Supercomput.
Ivan Kholod, Andrey Shorov, Evgenii Titkov, Sergei Gorlatch
2019 Misc conf
Improving Parallel Data Mining for Different Data Distributions in IoT Systems.
IDC
Ivan Kholod, Andrey Shorov, Sergei Gorlatch
2019 B conf
Parallelization of Algorithms for Mining Data from Distributed Sources.
PaCT
Ivan Kholod, Andrey Shorov, Maria Efimova, Sergei Gorlatch
2017 B conf
A Functional Approach to Parallelizing Data Mining Algorithms in Java.
PaCT
Ivan Kholod, Andrey Shorov, Sergei Gorlatch
2017 J jnl
Distributed Measurement Data Gathering about Moving Objects.
Wirel. Commun. Mob. Comput.
Ivan Kholod, Nikolay Plokhoy, Andrey Shorov
2017 — conf
Fog Computing for Telemetry Gathering from Moving Objects.
NEW2AN
Ivan Kholod, Nikolai Plokhoi, Andrey Shorov
2017 — conf
Time Series Distributed Analysis in IoT with ETL and Data Mining Technologies.
NEW2AN
Ivan Kholod, Maria Efimova, Andrey Rukavitsyn, Andrey Shorov
2016 J jnl
Cloud for Distributed Data Analysis Based on the Actor Model.
Sci. Program.
Ivan Kholod, Ilya Petukhov, Andrey Shorov
2016 — conf
Data Mining for the Internet of Things with Fog Nodes.
NEW2AN
Ivan Kholod, Ilya Petuhov, Maria Efimova
2016 — conf
Distributed data mining based on actors for Internet of Things.
MECO
Ivan Kholod, Mikhail Kuprianov, Ilya Petukhov
2016 A* conf
Parallel and Distributed Data Mining in Cloud.
ICDM
Ivan Kholod, Mikhail Kuprianov, Ilya Petukhov
2015 A* conf
Constructing Parallel Association Algorithms from Function Blocks.
ICDM
Ivan Kholod, Mikhail Kuprianov, Andrey Shorov
2015 B conf
Creation of Data Mining Algorithms as Functional Expression for Parallel and Distributed Execution.
PaCT
Ivan Kholod, Ilya Petukhov
2015 — conf
Creation of Data Mining Cloud Service on the Actor Model.
NEW2AN
Ivan Kholod, Ilya Petuhov, Nikita Kapustin
2015 — conf
Data Mining Algorithms Parallelizing in Functional Programming Language for Execution in Cluster.
NEW2AN
Ivan Kholod, Aleksey Malov, Sergey Rodionov
2015 C conf
Modeling Framework for Developing and Testing Network Security Techniques against DDoS Attacks.
SEKE
Konstantin Borisenko, Ivan Kholod, Andrey Shorov
2015 — conf
Parallelization of data mining algorithms for multicore processors.
MECO
Ivan Kholod, Mikhail Kuprianov, Andrey Shorov
2014 J jnl
Framework for Infrastructure Attack Modeling in Hybrid Networks.
Int. J. Mob. Comput. Multim. Commun.
Konstantin Borisenko, Ivan Kholod, Andrey Shorov
2014 — conf
The Formal Model of Data Mining Algorithms for Parallelize Algorithms.
ACS
Ivan Kholod, Zaynidin Karshiyev, Andrey Shorov