Ivan Kholod

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 17

Top Topics

Distributed Data

Authorship Attribution

Top Venues

Publications

Evgenia Novikova, Dmitry Fomichov, Ivan Kholod, Evgeny Filippov
Analysis of Privacy-Enhancing Technologies in Open-Source Federated Learning Frameworks for Driver Activity Recognition. Sensors 22 (8) (2022)
Ivan Kholod, Evgeny Yanaki, Dmitry Fomichev, Evgeniy Shalugin, Evgenia Novikova, Evgeny Filippov, Mats Nordlund
Open-Source Federated Learning Frameworks for IoT: A Comparative Review and Analysis. Sensors 21 (1) (2021)
Ivan Kholod, Andrey Rukavitsyn, Alexey A. Paznikov, Sergei Gorlatch
Parallelization of the self-organized maps algorithm for federated learning on distributed sources. J. Supercomput. 77 (6) (2021)
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) (2020)
Ivan Murenin, Evgenia Novikova, Roman Ushakov, Ivan Kholod
Explaining Android Application Authorship Attribution Based on Source Code Analysis. NEW2AN/ruSMART (2020)
Aleksey Malov, Ivan Kholod, Sergey Rodionov, Evgenia Novikova
Data Mining Algorithms Parallelization in the Framework of Agent-Oriented Programming. NEW2AN/ruSMART (2020)
Ivan Kholod, Andrey Shorov, Evgenii Titkov, Sergei Gorlatch
A formally based parallelization of data mining algorithms for multi-core systems. J. Supercomput. 75 (12) (2019)
Ivan Kholod, Andrey Shorov, Maria Efimova, Sergei Gorlatch
Parallelization of Algorithms for Mining Data from Distributed Sources. PaCT (2019)
Ivan Kholod, Andrey Shorov, Sergei Gorlatch
Improving Parallel Data Mining for Different Data Distributions in IoT Systems. IDC (2019)
Ivan Kholod, Nikolay Plokhoy, Andrey Shorov
Distributed Measurement Data Gathering about Moving Objects. Wirel. Commun. Mob. Comput. 2017 (2017)
Ivan Kholod, Nikolai Plokhoi, Andrey Shorov
Fog Computing for Telemetry Gathering from Moving Objects. NEW2AN (2017)
Ivan Kholod, Andrey Shorov, Sergei Gorlatch
A Functional Approach to Parallelizing Data Mining Algorithms in Java. PaCT (2017)
Ivan Kholod, Maria Efimova, Andrey Rukavitsyn, Andrey Shorov
Time Series Distributed Analysis in IoT with ETL and Data Mining Technologies. NEW2AN (2017)
Ivan Kholod, Ilya Petuhov, Maria Efimova
Data Mining for the Internet of Things with Fog Nodes. NEW2AN (2016)
Ivan Kholod, Mikhail Kuprianov, Ilya Petukhov
Distributed data mining based on actors for Internet of Things. MECO (2016)
Ivan Kholod, Mikhail Kuprianov, Ilya Petukhov
Parallel and Distributed Data Mining in Cloud. ICDM (2016)
Ivan Kholod, Ilya Petukhov, Andrey Shorov
Cloud for Distributed Data Analysis Based on the Actor Model. Sci. Program. 2016 (2016)
Ivan Kholod, Ilya Petuhov, Nikita Kapustin
Creation of Data Mining Cloud Service on the Actor Model. NEW2AN (2015)
Ivan Kholod, Aleksey Malov, Sergey Rodionov
Data Mining Algorithms Parallelizing in Functional Programming Language for Execution in Cluster. NEW2AN (2015)
Konstantin Borisenko, Ivan Kholod, Andrey Shorov
Modeling Framework for Developing and Testing Network Security Techniques against DDoS Attacks. SEKE (2015)
Ivan Kholod, Ilya Petukhov
Creation of Data Mining Algorithms as Functional Expression for Parallel and Distributed Execution. PaCT (2015)
Ivan Kholod, Mikhail Kuprianov, Andrey Shorov
Parallelization of data mining algorithms for multicore processors. MECO (2015)
Ivan Kholod, Mikhail Kuprianov, Andrey Shorov
Constructing Parallel Association Algorithms from Function Blocks. ICDM (2015)
Konstantin Borisenko, Ivan Kholod, Andrey Shorov
Framework for Infrastructure Attack Modeling in Hybrid Networks. Int. J. Mob. Comput. Multim. Commun. 6 (4) (2014)
Ivan Kholod, Zaynidin Karshiyev, Andrey Shorov
The Formal Model of Data Mining Algorithms for Parallelize Algorithms. ACS (2014)