Search Results - "Hodashinsky, Ilya"

Building a Fuzzy Classifier Based on Whale Optimization Algorithm to Detect Network Intrusions by Koryshev, Nikolay, Hodashinsky, Ilya, Shelupanov, Alexander

“…The quantity of network attacks and the harm from them is constantly increasing, so the detection of these attacks is an urgent task in the information…”
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Feature Selection Based on Swallow Swarm Optimization for Fuzzy Classification by Hodashinsky, Ilya, Sarin, Konstantin, Shelupanov, Alexander, Slezkin, Artem

“…This paper concerns several important topics of the Symmetry journal, namely, pattern recognition, computer-aided design, diversity and similarity. We also…”
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A Fuzzy Classifier with Feature Selection Based on the Gravitational Search Algorithm by Bardamova, Marina, Konev, Anton, Hodashinsky, Ilya, Shelupanov, Alexander

“…This paper concerns several important topics of the Symmetry journal, namely, pattern recognition, computer-aided design, diversity and similarity. We also…”
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Gravitational Search For Designing A Fuzzy Rule-Based Classifiers For Handwritten Signature Verification by Bardamova, Marina Borisovna, Konev, Anton, Hodashinsky, Ilya, Shelupanov, Alexander

“…Handwritten signatures are used in authentication systems as a universal biometric identifier. Signature authenticity verification requires building and…”
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A wrapper metaheuristic framework for handwritten signature verification by Hancer, Emrah, Hodashinsky, Ilya, Sarin, Konstantin, Slezkin, Artyom

“…Handwritten signature verification is one of the most fast, intuitive and cost-effective tools for user authentication. However, the analysis of the…”
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SVC-onGoing: Signature verification competition by Tolosana, Ruben, Vera-Rodriguez, Ruben, Gonzalez-Garcia, Carlos, Fierrez, Julian, Morales, Aythami, Ortega-Garcia, Javier, Carlos Ruiz-Garcia, Juan, Romero-Tapiador, Sergio, Rengifo, Santiago, Caruana, Miguel, Jiang, Jiajia, Lai, Songxuan, Jin, Lianwen, Zhu, Yecheng, Galbally, Javier, Diaz, Moises, Angel Ferrer, Miguel, Gomez-Barrero, Marta, Hodashinsky, Ilya, Sarin, Konstantin, Slezkin, Artem, Bardamova, Marina, Svetlakov, Mikhail, Saleem, Mohammad, Lia Szcs, Cintia, Kovari, Bence, Pulsmeyer, Falk, Wehbi, Mohamad, Zanca, Dario, Ahmad, Sumaiya, Mishra, Sarthak, Jabin, Suraiya

“…•SVC-onGoing is the first on-going competition for on-line signature verification.•Researchers can easily benchmark their systems using public databases and…”
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A three-stage fuzzy classifier method for Parkinson’s disease diagnosis using dynamic handwriting analysis by Sarin, Konstantin, Bardamova, Marina, Svetlakov, Mikhail, Koryshev, Nikolay, Ostapenko, Roman, Hodashinskaya, Antonina, Hodashinsky, Ilya

“…Finding low-cost and insightful methods to reinforce the diagnosis of Parkinson’s disease is a major challenge today, and using dynamic handwritten data may be…”
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Application of the Gravitational Search Algorithm for Constructing Fuzzy Classifiers of Imbalanced Data by Bardamova, Marina, Hodashinsky, Ilya, Konev, Anton, Shelupanov, Alexander

“…The presence of imbalance in data significantly complicates the classification task, including fuzzy systems. Due to a large number of instances of bigger…”
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Bagged ensemble of fuzzy classifiers and feature selection for handwritten signature verification by Sarin, K.S., Hodashinsky, I.A.

“…Handwritten signature verification is an important research area in the field of person authentication and biometric identification. There are two known…”
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Extracting Fuzzy Classifier Rules from Mixed Continuous and Categorical Data by Hodashinsky, Ilya, Ostapenko, Roman

“…In many applications, data objects are described by both continuous and categorical features. This study presents a new method for generating a fuzzy rule base…”
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Hybrid Algorithm for Tuning Feature Weights in a Fuzzy Classifier by Bardamova, Marina, Hodashinsky, Ilya

“…The paper proposes the use of a hybrid optimization algorithm to tune the weighting coefficients of features in order to increase the quality of fuzzy…”
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Dynamic-signature-based user authentication using a fuzzy classifier by Hodashinsky, I., Kostyuchenko, E., Sarin, K., Anfilofiev, A., Bardamova, M., Samsonov, S., Filimonenko, I.

“…Dynamic signature verification is one of the most fast, intuitive, and cost effective tools for user authentication. Dynamic signature recognition uses…”
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Gender, Age and Number of Participants Effects on Identification Ability of EEG-based Shallow Classifiers by Svetlakov, Mikhail, Hodashinsky, Ilya, Slezkin, Artem

“…Biometric systems have numerous advantages over traditional authentication methods and should be taken into account: uniqueness, fraud-resistance, portability,…”
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Linear Regression to Determine the Cluster Radius for Fuzzy Rule Base Generation by Sarin, Konstantin, Hodashinsky, Ilya, Filimonenko, Igor

“…Clustering and classification are important problems of machine learning. In this field, meta-learning is employed to discover regularities in data and select…”
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Optimization of fuzzy systems parameters based on the "Great Deluge" algorithm by Sonich, Olga, Hodashinsky, Ilya

“…The paper considers basic phases of fuzzy systems construction: expert evaluation, structure identification, parameter estimation. For solving the problem…”
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SVC-onGoing: Signature Verification Competition by Tolosana, Ruben, Vera-Rodriguez, Ruben, Gonzalez-Garcia, Carlos, Fierrez, Julian, Morales, Aythami, Ortega-Garcia, Javier, Ruiz-Garcia, Juan Carlos, Romero-Tapiador, Sergio, Rengifo, Santiago, Caruana, Miguel, Jiang, Jiajia, Lai, Songxuan, Jin, Lianwen, Zhu, Yecheng, Galbally, Javier, Diaz, Moises, Ferrer, Miguel Angel, Gomez-Barrero, Marta, Hodashinsky, Ilya, Sarin, Konstantin, Slezkin, Artem, Bardamova, Marina, Svetlakov, Mikhail, Saleem, Mohammad, Szucs, Cintia Lia, Kovari, Bence, Pulsmeyer, Falk, Wehbi, Mohamad, Zanca, Dario, Ahmad, Sumaiya, Mishra, Sarthak, Jabin, Suraiya

“…Pattern Recognition, 2022 This article presents SVC-onGoing, an on-going competition for on-line signature verification where researchers can easily benchmark…”
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ICDAR 2021 Competition on On-Line Signature Verification by Tolosana, Ruben, Vera-Rodriguez, Ruben, Gonzalez-Garcia, Carlos, Fierrez, Julian, Rengifo, Santiago, Morales, Aythami, Ortega-Garcia, Javier, Ruiz-Garcia, Juan Carlos, Romero-Tapiador, Sergio, Jiang, Jiajia, Lai, Songxuan, Jin, Lianwen, Zhu, Yecheng, Galbally, Javier, Diaz, Moises, Ferrer, Miguel Angel, Gomez-Barrero, Marta, Hodashinsky, Ilya, Sarin, Konstantin, Slezkin, Artem, Bardamova, Marina, Svetlakov, Mikhail, Saleem, Mohammad, Szücs, Cintia Lia, Kovari, Bence, Pulsmeyer, Falk, Wehbi, Mohamad, Zanca, Dario, Ahmad, Sumaiya, Mishra, Sarthak, Jabin, Suraiya

“…Proc. International Conference on Document Analysis and Recognition 2021 This paper describes the experimental framework and results of the ICDAR 2021…”
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Mathematical Model and Algorithms of People Health Evaluation by Kozyrenko, Natalia Sergeevna, Meshcheryakov, Roman Valer'evich, Hodashinsky, Ilya Александрович, Anufrieva, Natalia Yurievna

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