Lyakso E., Frolova O., Matveev A., Shabanov P., Lebedev A., Nikolaev A., Kleshnev E., Grechanyi S., Nersisson R. Attention Deficit Hyperactivity Disorder: Identifying Approaches for Early Diagnosis, a Pilot Study. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2026. Vol. 16187. pp. 188-202.. doi: 10.1007/978-3-032-07956-5_13
Frolova O., Matveev A., Lyakso E., Kuznetsova T., Golubeva I. Emotion Recognition by Vocalizations of Nonhuman Primates: Human and Automatic Classification. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2025. Vol. 15300. pp. 85-94.. doi: 10.1007/978-3-031-78014-1_7
Makhnytkina O., Matveev Y., Zubakov A., Matveev A. Utilizing Speaker Models and Topic Markers for Emotion Recognition in Dialogues. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2025. Vol. 15300. pp. 122–137.. doi: 10.1007/978-3-031-78014-1_10
Lyakso E., Frolova O., Matveev A., Nikolaev A., Nersisson R. Assessment of Children's Ability to Manifest Emotions in Facial Expressions, Voice and Speech by Humans, Automatic, and on a Likert Scale. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2025. Vol. 15299. pp. 281-294.. doi: 10.1007/978-3-031-77961-9_21
Ляксо Е.Е., Фролова О.В., Гречаный С.В., Николаев А.С., Кешнев Е.А., Матвеев А.Ю., Махныткина О.В. Методический подход CEDM для оценки эмоциональной сферы детей: перспективы использования в клинической и педагогической практике. Ананьевские чтения - 2024: материалы международной научной конференции, посвященной 80-летию общей психологии в Санкт-Петербургском государственном университете (СПб, 16-18 октября 2024г.). 2024. С. 40.
Ляксо Е.Е., Матвеев Ю.Н., Фролова О.В., Матвеев А.Ю. Отражение эмоционального состояния в характеристиках речи и мимике детей с расстройствами аутистического спектра. Сборник Трудов XXXV сессии Российского акустического общества (Москва, 13-17 февраля 2023г.). 2023. С. 124-129.. doi: 10.34756/GEOS.2023.17.38438
Методы и алгоритмы многомодального распознавания психоневрологических и эмоциональных состояний детей
МУЛЬТИМОДАЛЬНОЕ АВТОМАТИЧЕСКОЕ РАСПОЗНАВАНИЕ ЭМОЦИЙ ТИПИЧНО И АТИПИЧНО РАЗВИВАЮЩИХСЯ ДЕТЕЙ
Matveev A., Matveev Y., Frolova O., Nikolaev A., Lyakso E. A Neural Network Architecture for Children’s Audio–Visual Emotion Recognition. Mathematics. 2023. Vol. 11. No. 22. pp. 4573.. doi: 10.3390/math11224573
Lyakso E., Frolova O., Nikolaev A., Grechanyi S., Matveev A., Matveev Y., Makhnytkina O., Ruban N. Emotional State of Children with ASD and Intellectual Disabilities: Perceptual Experiment and Automatic Recognition by Video, Audio and Text Modalities. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2023. Vol. 14338. pp. 535-549.. doi: 10.1007/978-3-031-48309-7_43
Lyakso E., Frolova O., Matveev A., Matveev Y., Grigorev A., Makhnytkina O., Ruban N. Recognition of the Emotional State of Children with Down Syndrome by Video, Audio and Text Modalities: Human and Automatic. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2022. Vol. 13721. pp. 438-450.. doi: 10.1007/978-3-031-20980-2_38
Matveev Y., Matveev A., Frolova O., Lyakso E., Ruban N. Automatic Speech Emotion Recognition of Younger School Age Children. Mathematics. 2022. Vol. 10. No. 14. pp. 2373.. doi: 10.3390/math10142373
Lyakso E., Frolova O., Ruban N., Mekala A., Joseph Raj A., Matveev A., Matveev Y. CNN based Emotion Detection in Cross Linguistic Children speech. Proceedings of the 24th International Congress on Acoustics (ICA 2022). 2022. pp. 10-17.
Posokhov P., Matveeva A., Makhnytkina O., Matveev A., Matveev Y. Personalizing Retrieval-Based Dialogue Agents. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2022. Vol. 13721. pp. 554-566.. doi: 10.1007/978-3-031-20980-2_47
Использование междисциплинарного кросс-культурного подхода для оценки речевого и эмоционального развития детей с РАС
Сравнительный анализ распознавания по речи состояния и возраста детей человеком и машиной
Matveev Y., Lyakso E., Matveev A., Frolova O., Grigorev A., Nikolaev A. Automatic Classification of the Emotional State of Atypically Developing Children. Proceedings of the 24th International Congress on Acoustics (ICA 2022). 2022. pp. 3-9.
Детекция эмоций в детской речи
Posokhov P., Apanasovich K., Matveeva A., Makhnytkina O., Matveev A. Personalizing dialogue agents for Russian: retrieve and refine. Proceedings of the 31st Conference of Open Innovations Association FRUCT. 2022. pp. 245-252.. doi: 10.23919/FRUCT54823.2022.9770895
Matveev Y., Makhnytkina O., Posokhov P., Matveev A., Skrylnikov S. Personalizing Hybrid-Based Dialogue Agents. Mathematics. 2022. Vol. 10. No. 24. pp. 4657.. doi: 10.3390/math10244657
Matveev A., Makhnytkina O., Matveev Y., Svischev A., Korobova P., Rybin A., Akulov A. Virtual Dialogue Assistant for Remote Exams. Mathematics. 2021. Vol. 9. No. 18. pp. 2229.. doi: 10.3390/math9182229
Matveev Y., Matveev A., Frolova O., Lyakso E. Automatic Recognition of the Psychoneurological State of Children: Autism Spectrum Disorders, Down Syndrome, Typical Development. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2021. Vol. 12997. pp. 417–425.. doi: 10.1007/978-3-030-87802-3_38
Bogoradnikova D., Makhnytkina O., Matveev A., Zakharova A., Akulov A. Multilingual sentiment analysis and toxicity detection for text messages in Russian. Proceedings of the 29th Conference of Open Innovations Association FRUCT. 2021. pp. 55-64.. doi: 10.23919/FRUCT52173.2021.9435584
Matveev A., Makhnytkina O., Lizunova I., Vinogradova T., Chirkovskii A., Svischev A., Mamaev N. A Virtual Dialogue Assistant for Conducting Remote Exams. Proceedings of the 26th Conference of Open Innovations Association FRUCT. 2020. pp. 284-290.. doi: 10.23919/FRUCT48808.2020.9087557
Разработка виртуального диалогового помощника для поддержки проведения дистанционного экзамена на основе аргументационного подхода и глубокого машинного обучения
Makhnytkina O., Matveev A., Bogoradnikova D., Lizunova I., Maltseva A., Shilkina N. Detection of toxic language in short text messages. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2020. Vol. 12335 LNAI. pp. 315-325.. doi: 10.1007/978-3-030-60276-5_31
Makhnytkina O., Matveev A., Svischev A., Korobova P., Zubok D., Mamaev N., Tchirkovskii A. Conversational Question Generation in Russian. Proceedings of the 27th Conference of Open Innovations Association FRUCT. 2020. pp. 126-133.. doi: 10.23919/FRUCT49677.2020.9211056
Alexeev A., Kukharev G., Matveev Y.N., Matveev A. A Highly Efficient Neural Network Solution for Automated Detection of Pointer Meters with Different Analog Scales Operating in Different Conditions. Mathematics. 2020. Vol. 8. No. 7. pp. 1104.. doi: 10.3390/math8071104
Распознавание психоневрологического состояния детей по характеристикам их голоса и речи взрослыми и автоматически
Alexeev A., Matveev Y., Matveev A.I., Kukharev G., Almatarneh S. Detector of Small Objects with Application to the License Plate Symbols. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2019. Vol. 11506. pp. 533-544.. doi: 10.1007/978-3-030-20521-8_44
Alexeev A., Matveev Y.N., Matveev A., Pavlenko D. Residual Learning for FC Kernels of Convolutional Network. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2019. Vol. 11728 LNCS. pp. 361-372.. doi: 10.1007/978-3-030-30484-3_30
Российская Федерация, Санкт-Петербург
Российская Федерация, Санкт-Петербург