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Ефремова Наталия Алексеевна

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Ефремова Наталия Алексеевна.jpg 

Занимаемая должность

Доцент

Преподаваемые дисциплины

Интеллектуальные информационные системы

Математические и инструментальные методы поддержки принятия решений

Ученая степень

Кандидат технических наук

Ученое звание

-

Направления подготовки и (или) специальности

Специалист: Искусственный Интеллект (РГГУ)

Аспирантура: Интеллектуальные системы (Киотский Университет)

Повышение квалификации и (или) профессиональная переподготовка

Executive MBA, Oxford (2015-2017)

Machine Learning Summer School 2015, Kyoto, Japan

International Computer Vision Summer School 2015, Sicily, Italy 

Winter School in Myorobotics, Cambridge, UK 

International Computer Vision Summer School 2014, Sicily, Italy

Social Human-Robot Interaction Summer School 2013, Cambridge, UK

Область научных или профессиональных интересов

Нейронные сети

Когнитивные системы

Машинное обучение

Вычислительная нейрофизиология

Нейроэкономика

Основные публикации

Kiselev A., Scherlund M., Kristoffersson A., Efremova N., Loutfi A.(2015) Auditory Immersion with Stereo Sound in a Mobile Robotic Telepresence System: Motivation, Prototype, and Evaluation. The proceedings of the conference Human-Robot Interaction 2015.

Efremova N., Inui T. (2014) An inferior temporal cortex model for object recognition and classification. Scientific and Technical Information Processing, vol. 41, N6, pp. 362-369.

Efremova N., Tarasenko S. (2014) Unsupervised Neural Architecture for Saliency Detection. http://arxiv.org/abs/1412.3717

Efremova N., Averkin A., Kolmakov I. (2014) Intelligent cognitive systems for decision making support. Scientific Works of the Free Economic Society of Russia, vol. 186, pp. 217-221(In Russian).

Yarushev S.A., Efremova N.A. (2014) Hybrid methods for time series prediction. Hybrid and synergistic intelligent systems: Proc. of the 2nd Int. Symp. of Pospelov. Kaliningrad, I. Kant Baltic Federal Univ. Publ., pp. 381-388. (In Russian).

Efremova N., Kiselev A. (2014) Cognitive Architectures for Optimal Remote Image Representation for Driving a Telepresence Robot. The proceedings of the HRI 2014 Conference, workshop on cognitive architectures.

Tarasenko S., Efremova N. (2013) Neural Architecture for Complex Scene Recognition Based on Rank-order Features of IT Neurons. The proceedings of the 2013 International Joint Conference on Neural Networks (IJCNN 2013).

Efremova N., Inui T. (2013) Visual cortex model for object recognition and classification. Artificial Intelligence and Decision Making (in Russian), vol.1 pp. 55-62.

Efremova N., Tarasenko S. (2012) A Brain-inspired Neural Architecture for Visual Scene Analysis. The proceedings of International Conference on Application of Fuzzy Systems and Soft Computing, pp. 175-183.

Averkin N., Abdikeev N.M., Efremova N. (2012) Modeling of management processes in cognitive economics. The Proceedings of the 5th International Conference of Cognitive Science (CoSci), pp. 193-195.

Efremova N., Asakura N., Inui T. (2012) Natural object recognition with the view-invariant neural network. The Proceedings of the 5th International Conference of Cognitive Science (CoSci), pp. 802-804.

Efremova N., Asakura N., Inui T., Abdikeev N. (2012) The visual cortex model for object recognition and classification. The proceedings of The XIV All-Russian scientific and technical conference Neuroinformatics 2012.

Efremova N., Asakura N., Inui T. (2011) The Neural Network for View-Invariant Object Recognition and Classification. The proceedings of The 21st Annual Conference of the Japanese Neural Network Society (JNNS).

Efremova N., Asakura N., Inui T. (2011) Neural Network model of Inferior Temporal Cortex for 3D Object Recognition and Classification. The proceedings of The 9th Conference of the Japanese Society for Cognitive Psychology (JSCP).

Efremova N., Asakura N., Inui T., Abdikeev N. (2011) Inferotemporal network model for 3D object recognition. The proceedings of IEEE/ICME 2011, pp. 555-560.

Владение языками

Английский, японский, французский, немецкий

Общий стаж работы

16

Стаж работы по специальности

4