The Formal Model of Data Mining Algorithms for Parallelize Algorithms. - Ivan Kholod; Zaynidin Karshiyev; Andrey Shorov (ACS, 2014)

Framework for Infrastructure Attack Modeling in Hybrid Networks. - Konstantin Borisenko; Ivan Kholod; Andrey Shorov (Int. J. Mob. Comput. Multim. Commun., 2014)

Constructing Parallel Association Algorithms from Function Blocks. - Ivan Kholod; Mikhail Kuprianov; Andrey Shorov (ICDM, 2015)

Parallelization of data mining algorithms for multicore processors. - Ivan Kholod; Mikhail Kuprianov; Andrey Shorov (MECO, 2015)

Data Mining Algorithms Parallelizing in Functional Programming Language for Execution in Cluster. - Ivan Kholod; Aleksey Malov; Sergey Rodionov (NEW2AN, 2015)

Creation of Data Mining Cloud Service on the Actor Model. - Ivan Kholod; Ilya Petuhov; Nikita Kapustin (NEW2AN, 2015)

Creation of Data Mining Algorithms as Functional Expression for Parallel and Distributed Execution. - Ivan Kholod; Ilya Petukhov (PaCT, 2015)

Modeling Framework for Developing and Testing Network Security Techniques against DDoS Attacks. - Konstantin Borisenko; Ivan Kholod; Andrey Shorov (SEKE, 2015)

Parallel and Distributed Data Mining in Cloud. - Ivan Kholod; Mikhail Kuprianov; Ilya Petukhov (ICDM, 2016)

Distributed data mining based on actors for Internet of Things. - Ivan Kholod; Mikhail Kuprianov; Ilya Petukhov (MECO, 2016)

Data Mining for the Internet of Things with Fog Nodes. - Ivan Kholod; Ilya Petuhov; Maria Efimova (NEW2AN, 2016)

Cloud for Distributed Data Analysis Based on the Actor Model. - Ivan Kholod; Ilya Petukhov; Andrey Shorov (Sci. Program., 2016)

Time Series Distributed Analysis in IoT with ETL and Data Mining Technologies. - Ivan Kholod; Maria Efimova; Andrey Rukavitsyn; Andrey Shorov (NEW2AN, 2017)

Fog Computing for Telemetry Gathering from Moving Objects. - Ivan Kholod; Nikolai Plokhoi; Andrey Shorov (NEW2AN, 2017)

A Functional Approach to Parallelizing Data Mining Algorithms in Java. - Ivan Kholod; Andrey Shorov; Sergei Gorlatch (PaCT, 2017)

Distributed Measurement Data Gathering about Moving Objects. - Ivan Kholod; Nikolay Plokhoy; Andrey Shorov (Wirel. Commun. Mob. Comput., 2017)

Improving Parallel Data Mining for Different Data Distributions in IoT Systems. - Ivan Kholod; Andrey Shorov; Sergei Gorlatch (IDC, 2019)

Parallelization of Algorithms for Mining Data from Distributed Sources. - Ivan Kholod; Andrey Shorov; Maria Efimova; Sergei Gorlatch (PaCT, 2019)

A formally based parallelization of data mining algorithms for multi-core systems. - Ivan Kholod; Andrey Shorov; Evgenii Titkov; Sergei Gorlatch (J. Supercomput., 2019)

Data Mining Algorithms Parallelization in the Framework of Agent-Oriented Programming. - Aleksey Malov; Ivan Kholod; Sergey Rodionov; Evgenia Novikova (NEW2AN/ruSMART, 2020)

Explaining Android Application Authorship Attribution Based on Source Code Analysis. - Ivan Murenin; Evgenia Novikova; Roman Ushakov; Ivan Kholod (NEW2AN/ruSMART, 2020)

Efficient Distribution and Processing of Data for Parallelizing Data Mining in Mobile Clouds. - Ivan Kholod; Andrey Shorov; Sergei Gorlatch (J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2020)

Open-Source Federated Learning Frameworks for IoT: A Comparative Review and Analysis. - Ivan Kholod; Evgeny Yanaki; Dmitry Fomichev; Evgeniy Shalugin; Evgenia Novikova; Evgeny Filippov; Mats Nordlund (Sensors, 2021)

Parallelization of the self-organized maps algorithm for federated learning on distributed sources. - Ivan Kholod; Andrey Rukavitsyn; Alexey A. Paznikov; Sergei Gorlatch (J. Supercomput., 2021)

Analysis of Privacy-Enhancing Technologies in Open-Source Federated Learning Frameworks for Driver Activity Recognition. - Evgenia Novikova; Dmitry Fomichov; Ivan Kholod; Evgeny Filippov (Sensors, 2022)