Natalia F. Gusarova

32 papers C 3Misc 4Journal 5Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Auto-Encoder Architecture for Dynamic Knowledge Graph Construction in Multi-Agent Systems. IDEAL (1) Artem Isakov, Artem Zaglubotskii, Nikolai Konstantinov, Ivan Tomilov, Natalia F. Gusarova, Alexandra Vatian
2025	—	`conf`	Bayesianization of ML Models in Forecasting Small Data Sequences with Missing Values. ICCS (Workshops 3) Aleksandra Vatian, Ivan Tomilov, Keram Goguev, Oksana Romakina, Anna Arsenyeva, Dmitriy Dobrenko, Natalia F. Gusarova
2025	—	`conf`	Detecting IT Infrastructure Anomalies in Cold Start Scenarios. IDEAL (1) Alexandra Vatian, Artem Beresnev, Radmir Naumenko, Artem Isakov, Natalia F. Gusarova, Vladimir Grudinin
2025	—	`conf`	Enhancing Medical Image Analysis with Multi-Task Learning Using Visual Transformers. ICCS (Workshops 3) Aleksandra Vatian, Ivan Tomilov, Mikhail Gritskikh, Natalia V. Dobrenko, Anton Kharytonov, Yuliya Valitova, Natalia F. Gusarova
2025	—	`conf`	Explainable Artificial Intelligence for Doctors Decision Support in Diagnosing Spinal Pathologies. ICCS (Workshops 2) Aleksandra Vatian, Alexey Zubanenko, Pavel Ulyanov, Alexander Golubev, Artem Beresnev, Natalia F. Gusarova
2025	J	`jnl`	Feature Ranking on Small Samples: A Bayes-Based Approach. Entropy Aleksandra Vatian, Natalia F. Gusarova, Ivan Tomilov
2025	J	`jnl`	Game-Theoretic Gradient Control for Robust Neural Network Training. CoRR Maria Zaitseva, Ivan Tomilov, Natalia F. Gusarova
2024	—	`conf`	Cooperative-Competitive Decision-Making in Resource Management: A Reinforcement Learning Perspective. IDEAL (1) Artem Isakov, Danil Peregorodiev, Pavel Brunko, Ivan Tomilov, Natalia F. Gusarova, Alexandra Vatian
2024	—	`conf`	Loss Function Role in Processing Sequences with Heavy-Tailed Distributions. IDEAL (1) Mikhail Gritskikh, Artem Isakov, Natalia F. Gusarova, Dmitriy Dobrenko, Ivan Tomilov, Aleksandra Vatian
2024	J	`jnl`	SiMix: A domain generalization method for cross-site brain MRI harmonization via site mixing. NeuroImage Chundan Xu, Jie Li, Yakui Wang, Lixue Wang, Yizhe Wang, Xiaofeng Zhang, Weiqi Liu, Jingang Chen, Aleksandra Vatian, Natalia F. Gusarova, Chuyang Ye, Zhuozhao Zheng
2021	—	`conf`	Comparative Evaluation of Lung Cancer CT Image Synthesis with Generative Adversarial Networks. ICCS (3) Alexander Semiletov, Aleksandra Vatian, Maksim Krychkov, Natalia Khanzhina, Anton Klochkov, Aleksey Zubanenko, Roman Soldatov, Anatoly Shalyto, Natalia F. Gusarova
2021	C	`conf`	De-identification of Medical Information for Forming Multimodal Datasets to Train Neural Networks. ICT4AWE Margarita Suzdaltseva, Alexandra Shamakhova, Natalia V. Dobrenko, Olga Alekseeva, Jaafar Hammoud, Natalia F. Gusarova, Aleksandra Vatian, Anatoly Shalyto
2021	C	`conf`	Integration of Social Media Platforms and Specialized Web Resources for the Effective Use of High-tech Medical Information. ICT4AWE Alyona Kozyreva, Uliana Nazarenko, Grigory Shovkoplias, Artem Beresnev, Elizaveta Klevtsova, Natalia F. Gusarova
2021	C	`conf`	New Arabic Medical Dataset for Diseases Classification. IDEAL Jaafar Hammoud, Aleksandra Vatian, Natalia V. Dobrenko, Nikolai Vedernikov, Anatoly Shalyto, Natalia F. Gusarova
2021	J	`jnl`	New Arabic Medical Dataset for Diseases Classification. CoRR Jaafar Hammoud, Aleksandra Vatian, Natalia V. Dobrenko, Nikolay Vedernikov, Anatoly Shalyto, Natalia F. Gusarova
2021	J	`jnl`	Using a New Nonlinear Gradient Method for Solving Large Scale Convex Optimization Problems with an Application on Arabic Medical Text. CoRR Jaafar Hammoud, Ali Eisa, Natalia V. Dobrenko, Natalia F. Gusarova
2019	—	`conf`	Comparative Analysis of Approaches to Building Medical Dialog Systems in Russian. IDEAL (1) Aleksandra Vatian, Natalia V. Dobrenko, Nikolai Andreev, Aleksandr Nemerovskii, Anastasia Nevochhikova, Natalia F. Gusarova
2019	—	`conf`	Design Patterns for Personalization of Healthcare Process. ICGDA Aleksandra Vatian, Sergey Dudorov, Aleksandr Ivchenko, Kirill Smirnov, Ekaterina Chikshova, Artem Lobantsev, Vladimir Parfenov, Anatoly Shalyto, Natalia F. Gusarova
2019	—	`conf`	Dialogue System for Service Desk of Complex Software Systems Based on Relational Concept Analysis. ICGDA Artem Beresnev, Aleksandr Zhdankin, Artem Lobantsev, Artem Vasiliev, Nikolay Vedernikov, Natalia F. Gusarova
2019	Misc	`conf`	Impact of Adversarial Examples on the Efficiency of Interpretation and Use of Information from High-Tech Medical Images. FRUCT Aleksandra Vatian, Natalia F. Gusarova, Natalia V. Dobrenko, Sergey Dudorov, Niyaz Nigmatullin, Anatoly Shalyto, Artem Lobantsev
2019	Misc	`conf`	Intelligent Support for Clinical Processes Based on Automaton Approach. FRUCT Alexandra Vatyan, Anna Tatarinova, Rajdeep Niyogi, Natalia V. Dobrenko, Mark Tkachenko, Natalia F. Gusarova, Anatoly Shalyto, Vitaly Boytsov, Nikolay Egorov, Tatiana Treshkur, Elena Ryngach
2019	—	`conf`	Retrieving and Processing Information from Clinical Algorithm via Formal Concept Analysis. IDEAL (1) Aleksandra Vatian, Anna Tatarinova, Svyatoslav Osipov, Nikolai Egorov, Vitalii Boitsov, Elena Ryngach, Tatiana Treshkur, Anatoly Shalyto, Natalia F. Gusarova
2019	Misc	`conf`	Software Tools for Manual Segmentation of Tomography Images Supporting Radiologist's Personal Context. FRUCT Vitalii Boitsov, Roman Soldatov, Rajdeep Niyogi, Alexandra Vatian, Nikolay Egorov, Anton Klochkov, Artem Lobantsev, Ekaterina Markova, Natalia F. Gusarova, Anatoly Shalyto, Alexey Zubanenko
2018	—	`conf`	Adaptation of Algorithms for Medical Information Retrieval for Working on Russian-Language Text Content. TSD Aleksandra Vatian, Natalia V. Dobrenko, Anastasia Makarenko, Niyaz Nigmatullin, Nikolay Vedernikov, Artem Vasilev, Andrey Stankevich, Natalia F. Gusarova, Anatoly Shalyto
2018	—	`conf`	Intellectualization of Knowledge Acquisition of Academic Texts as an Answer to Challenges of Modern Information Society. EGOSE Aleksandra Vatian, Sergey Dudorov, Natalia V. Dobrenko, Andrey Mairovich, Mikhail Osipov, Artem Lobantsev, Anatoly Shalyto, Natalia F. Gusarova
2018	—	`conf`	Mining of Relevant and Informative Posts from Text Forums. EGOSE Kseniya Buraya, Vladislav Grozin, Vladislav Trofimov, Pavel Vinogradov, Natalia F. Gusarova
2018	—	`conf`	Specifics Analysis of Medical Communities in Social Network Services. IDEAL (1) Artem Lobantsev, Aleksandra Vatian, Natalia V. Dobrenko, Andrey Stankevich, Anna Kaznacheeva, Vladimir Parfenov, Anatoly Shalyto, Natalia F. Gusarova
2016	Misc	`conf`	Classification of pulmonary nodules on computed tomography scans. Evaluation of the effectiveness of application of textural features extracted using wavelet transform of image. FRUCT Marina Sergeeva, Igor Ryabchikov, Mark Glaznev, Natalia F. Gusarova
2015	—	`conf`	Feature Selection for Language Independent Text Forum Summarization. KESW Vladislav A. Grozin, Natalia F. Gusarova, Natalia V. Dobrenko
2015	—	`conf`	Subtopic Segmentation of Scientific Texts: Parameter Optimisation. KESW Natalia Avdeeva, Galina Artemova, Kirill Boyarsky, Natalia F. Gusarova, Natalia V. Dobrenko, Eugeny Kanevsky
2015	—	`conf`	Исследование специфики применения алгоритмов тематической сегментации для научных текстов (Specifics of Applying Topic Segmentation Algorithms to Scientific Texts). DAMDID/RCDL Kirill Boyarsky, Natalia F. Gusarova, Natalia V. Dobrenko, Evgeny Kanevskiy, Natalia Avdeeva
2014	—	`conf`	Text Categorization for Generation of a Historical Shipbuilding Ontology. KESW Galina Artemova, Kirill Boyarsky, Dmitri Gouzévitch, Natalia F. Gusarova, Natalia V. Dobrenko, Eugeny Kanevsky, Daria Petrova