Stream Data Analytics and Machine Learning laboratory

Research output

Research output per year 2008 2017 2019 2020 2021 2022

• 28 Conference contribution
• 19 Article
• 5 Know-how
• 3 registration Certificate program PC
• 8 More
  • 2 Abstract
  • 2 Working paper
  • 1 Preprint
  • 1 Chapter
  • 1 Conference article
  • 1 Other contribution

Research output per year

Research output per year

Search results

• 2022

  Applying Variational Circuits in Deep Learning Architectures for Improving Discriminative Power of Speaker Embeddings

  Blankson, R. & Pavlovskiy, E., 2022, Proceedings of International Conference on Data Science and Applications, ICDSA 2021. Saraswat, M., Roy, S., Chowdhury, C. & Gandomi, A. H. (eds.). Springer Nature Singapore ed. Singapore: Springer Science and Business Media Deutschland GmbH, Vol. 287. p. 483-492 10 p. (Lecture Notes in Networks and Systems; vol. 287).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Deep learning 100%
  • Networks (circuits) 61%
  • Qubits 22%
  • Transfer learning 19%
  • Convolutional neural networks 14%

• Brain Tumor Segmentation with Self-supervised Enhance Region Post-processing

  Pnev, S., Groza, V., Tuchinov, B., Amelina, E., Pavlovskiy, E., Tolstokulakov, N., Amelin, M., Golushko, S. & Letyagin, A., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 267-275 9 p. 24. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12963 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Brain Tumor 100%
  • Post-processing 76%
  • Segmentation 75%
  • Tumors 64%
  • Brain 51%

• Cascaded Training Pipeline for 3D Brain Tumor Segmentation

  Luu, M. S. K. & Pavlovskiy, E., 2022, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 7th International Workshop, BrainLes 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 410-420 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12962 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Brain Tumor 100%
  • Segmentation 75%
  • Tumor 66%
  • Training 66%
  • Tumors 64%

• Multi-Class Brain Tumor Segmentation via 3d and 2d Neural Networks

  Pnev, S., Groza, V., Tuchinov, B., Amelina, E., Pavlovskiy, E., Tolstokulakov, N., Amelin, M., Golushko, S. & Letyagin, A., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Tumors 100%
  • Brain Neoplasms 91%
  • Brain 80%
  • Datasets 77%
  • Neural networks 59%

• Predictors of Complications and Unfavorable Outcomes of Minimally Invasive Surgery Treatment in Elderly Patients With Degenerative Lumbar Spine Pathologies (Case Series)

  Klimov, V., Evsyukov, A., Amelina, E., Ryabykh, S. & Simonovich, A., 26 Apr 2022, In: Frontiers in Surgery. 9, 869345.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Minimally Invasive Surgical Procedures 100%
  • Spine 68%
  • Elderly 59%
  • Pathology 56%
  • Reoperation 29%
• 2021

  3D Visualization of Brain Tumors via Artificial Intelligence

  Letyagin, A., Amelina, E., Tuchinov, B., Groza, V., Tolstokulakov, N., Amelin, M., Golushko, S. & Pavlovskiy, E., 26 May 2021, Proceedings - 2021 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2021. Institute of Electrical and Electronics Engineers Inc., p. 280-283 4 p. 9496040. (Proceedings - 2021 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • artificial intelligence 100%
  • Artificial Intelligence 91%
  • Pipeline 80%
  • Tumors 70%
  • tumors 66%

• Brain Tumor Classification based on MR Images using GAN as a Pre-Trained Model

  Yerukalareddy, D. R. & Pavlovskiy, E., 26 May 2021, Proceedings - 2021 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2021. Institute of Electrical and Electronics Engineers Inc., p. 380-384 5 p. 9496036. (Proceedings - 2021 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine, CSGB 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Tumors 100%
  • tumors 93%
  • brain 92%
  • Brain Neoplasms 91%
  • Deep Learning 89%
  1 Citation (Scopus)

• Brain Tumor Segmentation and Associated Uncertainty Evaluation Using Multi-sequences MRI Mixture Data Preprocessing

  Groza, V., Tuchinov, B., Amelina, E., Pavlovskiy, E., Tolstokulakov, N., Amelin, M., Golushko, S. & Letyagin, A., Mar 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 148-157 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12659 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Data Preprocessing 100%
  • Brain Tumor 96%
  • Multisequences 94%
  • Magnetic Resonance Imaging 89%
  • Segmentation 73%
  1 Citation (Scopus)

• Convolutional Variational Autoencoders for Spectrogram Compression in Automatic Speech Recognition

  Yakovenko, O. & Bondarenko, I., 2021, Recent Trends in Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Revised Supplementary Proceedings. van der Aalst, W. M., Batagelj, V., Buzmakov, A., Ignatov, D. I., Kalenkova, A., Khachay, M., Koltsova, O., Kutuzov, A., Kuznetsov, S. O., Lomazova, I. A., Loukachevitch, N., Makarov, I., Napoli, A., Panchenko, A., Pardalos, P. M., Pelillo, M., Savchenko, A. V. & Tutubalina, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 115-126 12 p. (Communications in Computer and Information Science; vol. 1357 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Automatic Speech Recognition 100%
  • Spectrogram 83%
  • Compression 54%
  • Speech recognition 50%
  • Variational Model 24%

• Development of an Application for Audio-Visual-Tactile Brainwave Entrainment in Patients with Affective and Psychosomatic Disorders

  Korshunov, V. A., Khazankin, G. R. & Ivanishkin, D. S., 30 Jun 2021, 2021 IEEE 22nd International Conference of Young Professionals in Electron Devices and Materials, EDM 2021 - Proceedings. IEEE Computer Society, p. 551-554 4 p. 9507617. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM; vol. 2021-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • psychosomatics 100%
  • Audiovisual 61%
  • entrainment 60%
  • stimulation 53%
  • Personal computers 52%

• Enhancement of Consistent Depth Estimation for Monocular Videos Approach

  Свейлам, М. Н. Х. & Толстокулаков, Н. Ю., 26 Jun 2021, Computer Science & Information Technology (CS & IT). p. 110-115 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  Open Access

  • Cellular telephones 100%
  • Computer vision 87%
  • Robotics 78%
  • Data storage equipment 63%
  • Neural networks 63%

• LowResourceEval2021: a shared task on speech processing for lowresource languages

  Klyachko, E., Гребенкин, Д. В., Носенко, Д. И. & Serikov, O., 2021, Computational Linguistics and Intellectual Technologies: Papers from the Annual International Conference “Dialogue” (2021). Москва: Российский государственный гуманитарный университет, Vol. Выпуск 20. 12 p. 36

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  Open Access

  • Speech processing 100%
  • Natural language processing systems 32%
  • Transcription 31%
  • Linguistics 25%

• Modified U-net with Different Attention Mechanisms for Acute Ischemic Stroke Segmentation using Non-Contrast CT

  Pnev, S., Tulupov, A. & Berikov, V., 13 May 2021, Proceedings - 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2021. Institute of Electrical and Electronics Engineers Inc., p. 133-136 4 p. 9454963. (Proceedings - 2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • strokes 100%
  • Stroke 61%
  • Tomography 42%
  • modules 36%
  • tomography 35%

• More layers! End-to-end regression and uncertainty on tabular data with deep learning

  Бондаренко, И., 7 Dec 2021, 12 p. (arXiv)

  Research output: Book/Report › Preprint › Research

  • Deep neural networks 100%
  • Deep learning 92%
  • Multi-task learning 68%
  • Uncertainty 64%
  • Prisms 61%

• Psychological status before and after surgery in patients with trigeminal neuralgia

  Moisak, G. I., Amelina, E. V., Zubok, N. A. & Rzaev, J. A., Apr 2021, In: Clinical Neurology and Neurosurgery. 203, 106578.

  Research output: Contribution to journal › Article › peer-review

  • Trigeminal Neuralgia 100%
  • Psychology 52%
  • Catastrophization 19%
  • Depression 13%
  • Microvascular Decompression Surgery 10%

• System Architecture for Reading and Interpreting Physical Printouts of Medical Forms

  Snegireva, E., Khazankin, G. R. & Mikheenko, I., 30 Jun 2021, 2021 IEEE 22nd International Conference of Young Professionals in Electron Devices and Materials, EDM 2021 - Proceedings. IEEE Computer Society, p. 547-550 4 p. 9507594. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM; vol. 2021-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • printouts 100%
  • analog data 63%
  • information systems 52%
  • modules 48%
  • analogs 46%

• Инвазивный видео-ЭЭГ мониторинг при височной эпилепсии: выбор метода

  Translated title of the contribution: Invasive eeg for temporal lobe epilepsy: Selection of techniqueDzhafarov, V. M., Guzeeva, A. S., Amelina, E. V., Khalepa, A. A., Dmitriev, A. B., Denisova, N. P. & Rzaev, D. A., 2021, In: Zhurnal Voprosy Nejrokhirurgii Imeni N.N. Burdenko. 85, 5, p. 23-30 8 p., 3.

  Research output: Contribution to journal › Article › peer-review

  • Temporal Lobe Epilepsy 100%
  • Electroencephalography 72%
  • Electrocorticography 39%
  • Decision Making 7%
  • Seizures 7%

• Масштабируемая система автоматического распознавания русской разговорной речи ASR-NSU-AI

  Тучинов, Б. Н., Бондаренко, И. Ю., Павловский, Е. Н., Носенко, Д. И., Кучуганова, С. Е. & Баушенко, М. А., 12 May 2021, Новосибирский государственный университет, Patent No. 46, Priority date 29 Apr 2021

  Research output: Patent › Know-how

  Open Access

  File
  44 Downloads (Pure)

• Результаты раннего назначения низкомолекулярного гепарина с целью профилактики венозных тромбоэмболических осложнений после удаления опухолей головного мозга

  Translated title of the contribution: Results of early administration of low molecular weight heparin for prevention of venous thromboembolism after removal of brain tumorsBervitskiy, A. V., Guzhin, V. E., Moisak, G. I., Imamurzaev, E. Z., Amelina, E. V., Kalinovsky, A. V. & Rzayev, D. A., 2021, In: Russian Journal of Neurosurgery. 23, 3, p. 30-38 9 p., 3.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Low Molecular Weight Heparin 100%
  • Venous Thromboembolism 94%
  • Brain Neoplasms 81%
  • Intracranial Hemorrhages 65%
  • Ambulatory Surgical Procedures 7%

• Система для автоматической сегментации опухолей головного мозга

  Тучинов, Б. Н., Толстокулаков, Н. Ю., Амелина, Е. В., Гроза, В. В., Павловский, Е. Н., Амелин, М. Е., Летягин, А. Ю. & Голушко, С. К., 20 Aug 2021, Новосибирский государственный университет, Patent No. 48, Priority date 19 Aug 2021

  Research output: Patent › Know-how

  Open Access

  File
  13 Downloads (Pure)

• Система определения отношения целевых текстов к текстам на естественном языке

  Тучинов, Б. Н. & Суворов, В., 16 Nov 2021, Новосибирский государственный университет, Patent No. 49, Priority date 12 Nov 2021

  Research output: Patent › Know-how

  File
  2 Downloads (Pure)

• Частота и факторы риска развития венозных тромбоэмболических осложнений у пациентов после удаления различных видов опухолей головного мозга

  Translated title of the contribution: Incidence and risk factors of venous thromboembolic events after resection of various brain tumorsBervitskiy, A. V., Moisak, G. I., Guzhin, V. E., Amelina, E. V., Kalinovskiy, A. V. & Rzaev, D. A., 2021, In: Zhurnal Voprosy Nejrokhirurgii Imeni N.N. Burdenko. 85, 3, p. 63-77 15 p., 6.

  Research output: Contribution to journal › Article › peer-review

  • Brain Neoplasms 100%
  • Incidence 52%
  • Pulmonary Embolism 39%
  • Neoplasms 25%
  • Venous Thrombosis 25%
• 2020

  Comparative analysis of treatment results in patients with disс herniation of different age groups

  Klimov, V. S., Loparev, E. A., Evsyukov, A. V., Rzaev, J. A., Amelina, E. V., Saatova, N. E. & Markin, S. P., 2020, In: Hirurgia Pozvonochnika. 17, 3, p. 66-80 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Age Groups 100%
  • Intervertebral Disc Displacement 45%
  • Intervertebral Disc 40%
  • Reoperation 24%
  • Therapeutics 22%

• Convolutional Variational Autoencoders for Audio Feature Representation in Speech Recognition Systems

  Yakovenko, O. & Bondarenko, I., 2020, Theory and Practice of Natural Computing - 9th International Conference, TPNC 2020, Proceedings. Martín-Vide, C., Vega-Rodríguez, M. A. & Yang, M-S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 54-66 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12494 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Spectrogram 100%
  • Speech Recognition 97%
  • Automatic Speech Recognition 79%
  • Speech recognition 60%
  • Variational Model 29%

• Data Preprocessing Via Compositions Multi-Channel MRI Images to Improve Brain Tumor Segmentation

  Tolstokulakov, N., Pavlovskiy, E., Tuchinov, B., Amelina, E., Amelin, M., Letyagin, A., Golushko, S. & Groza, V., 1 Apr 2020, ISBI Workshops 2020 - International Symposium on Biomedical Imaging Workshops, Proceedings. Institute of Electrical and Electronics Engineers Inc., 4 p. 9153416. (ISBI Workshops 2020 - International Symposium on Biomedical Imaging Workshops, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Magnetic resonance imaging 100%
  • Tumors 97%
  • Brain Neoplasms 89%
  • Brain 78%
  • Magnetic Resonance Imaging 63%
  1 Citation (Scopus)

• Data Preprocessing via Multi-sequences MRI Mixture to Improve Brain Tumor Segmentation

  Groza, V., Tuchinov, B., Pavlovskiy, E., Amelina, E., Amelin, M., Golushko, S. & Letyagin, A., 1 Jan 2020, Bioinformatics and Biomedical Engineering - 8th International Work-Conference, IWBBIO 2020, Proceedings. Rojas, I., Valenzuela, O., Rojas, F., Herrera, L. J. & Ortuño, F. (eds.). Springer Gabler, p. 695-704 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12108 LNBI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Data Preprocessing 100%
  • Brain Tumor 96%
  • Multisequences 94%
  • Magnetic Resonance Imaging 89%
  • Segmentation 73%
  1 Citation (Scopus)

• Development of water flood model for oil production enhancement

  Tsvaki, J. J., Tailakov, D. O. & Pavlovskiy, E. N., 14 Nov 2020, Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020. Institute of Electrical and Electronics Engineers Inc., p. 46-49 4 p. 9303200. (Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Flood Reaction 100%
  • Multilayer 60%
  • Oils 43%
  • Water injection 40%
  • Water 36%

• Effect of the Reconstructed Sagittal Balance on Outcomes in the Elderly with Degenerative Low-Grade Spondylolisthesis: Single Center Four-Year Cohort Study

  Klimov, V. S., >Vasilenko, I. I., Ryabykh, S. O., Amelina, E. V., Bulatov, A. V. & Yevsyukov, A. V., 2020, In: Genij Ortopedii. 26, 4, p. 555-563 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Spondylolisthesis 100%
  • Cohort Studies 52%
  • Elderly 51%
  • Lordosis 47%
  • Comorbidity 20%

• Llif en la correcciÓn de la escoliosis degenerativa en pacientes de la tercera edad

  Translated title of the contribution: Llif in the correction of degenerative scoliosis in elderly patientsKlimov, V. S., Vasilenko, I. I., Rzaev, J. A., Evsyukov, A. V., Khalepa, R. V., Amelina, E. V., Ryabykh, S. O., Sinha, P. & Ivanov, M., 2020, In: Coluna/ Columna. 19, 4, p. 243-248 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Scoliosis 100%
  • Elderly 62%
  • Visual Analog Scale 42%
  • Back Pain 23%
  • Incidence 22%

• Multi-class Brain Tumor Segmentation via Multi-sequences MRI Mixture Data Preprocessing

  Letyagin, A., Golushko, S., Amelin, M., Tuchinov, B., Amelina, E., Tolstokulakov, N., Pavlovskiy, E. & Groza, V., Jul 2020, Proceedings - 2020 Cognitive Sciences, Genomics and Bioinformatics, CSGB 2020: International symposium will take place in the frame of 12th International Multiconference “Bioinformatics of Genome Regulation and Structure/Systems Biology”. Institute of Electrical and Electronics Engineers Inc., p. 185-189 5 p. 9214645. (Proceedings - 2020 Cognitive Sciences, Genomics and Bioinformatics, CSGB 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Tumor 100%
  • Segmentation 81%
  • Magnetic resonance imaging 73%
  • Tumors 71%
  • Brain Neoplasms 65%
  3 Citations (Scopus)

• The influence of comorbidity on the results of surgical treatment of elderly and senile patients with degenerative lumbar spinal stenosis

  Klimov, V. S., Khalepa, R. V., Amelina, E. V., Evsuykov, A. V., Vasilenko, I. I. & Rzaev, D. A., 1 Apr 2020, In: Hirurgia Pozvonochnika. 17, 2, p. 31-42 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Spinal Stenosis 100%
  • Comorbidity 61%
  • Elderly 53%
  • Therapeutics 12%
  • Ideal Body Weight 12%

• The Influence of Radical Prostatectomy on the Expression of Cell-Free MiRNA

  Konoshenko, M. Y., Bryzgunova, O. E., Lekchnov, E. A., Amelina, E. V., Yarmoschuk, S. V., Pak, S. V. & Laktionov, P. P., 1 Aug 2020, In: Diagnostics. 10, 8, 18 p., 600.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • MicroRNA 100%
  • Prostatectomy 83%
  • MicroRNAs 68%
  • Prostatic Neoplasms 51%
  • Urine 46%
  6 Citations (Scopus)

• The Siberian multimodal brain tumor image segmentation dataset

  Голушко, С. К., Амелина, Е. В., Groza, V., Амелин, М. Е., Толстокулаков, Н. Ю., Тучинов, Б. Н. & Pavlovskiy, E., 2020.

  Research output: Contribution to conference › Abstract › peer-review

  Open Access

  • Tumors 100%
  • Image segmentation 92%
  • Brain 80%
  • Magnetic Resonance Imaging 44%
  • Computerized tomography 24%

• Using Few-Shot Learning Techniques for Named Entity Recognition and Relation Extraction

  Bondarenko, I., Berezin, S., Pauls, A., Batura, T., Rubtsova, Y. & Tuchinov, B., 14 Nov 2020, Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020. Novosibirsk, Russia: Institute of Electrical and Electronics Engineers Inc., p. 58-65 8 p. 9303192. (Proceedings - 2020 Science and Artificial Intelligence Conference, S.A.I.ence 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Transfer learning 100%
  • Tuning 65%
  • Experiments 59%

• Система определения мнений из открытых источников

  Тучинов, Б. Н., Pavlovskiy, E., Бондаренко, И. & Паульс, А. Е., 29 Dec 2020, Новосибирский государственный университет, Patent No. 45, Priority date 28 Dec 2020

  Research output: Patent › Know-how
• 2019

  Artificial Intelligence for Imaging Diagnostics in Neurosurgery

  Letyagin, A. Y., Degtyareva, L. O., Golushko, S. K., Rzaev, J. A., Amelin, M. E., Pavlovsky, E. N., Tuchinov, B. N., Amelina, E. V., Moisak, G. I. & Bulgakova, E. G., 1 Oct 2019, SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 336-337 2 p. 8958201. (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Neurosurgery 100%
  • artificial intelligence 99%
  • Imaging 82%
  • Artificial Intelligence 82%
  • Diagnostics 68%
  2 Citations (Scopus)

• Data analysis algorithm for the development of extracellular miRNA-based diagnostic systems for prostate cancer

  Bryzgunova, O. E., Zaporozhchenko, I. A., Lekchnov, E. A., Amelina, E. V., Konoshenko, M. Y., Yarmoschuk, S. V., Pashkovskaya, O. A., Zheravin, A. A., Pak, S. V., Rykova, E. Y. & Laktionov, P. P., 10 Apr 2019, In: PLoS ONE. 14, 4, 18 p., 0215003.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • prostatic neoplasms 100%
  • MicroRNA 89%
  • microRNA 74%
  • data analysis 68%
  • MicroRNAs 61%
  6 Citations (Scopus)

• Determining the law of ice deformation

  Buznik, V., Golushko, S., Amelina, E., Belyaev, V., Bryndin, L., Gorynin, A. & Shapeev, V., 6 Dec 2019, In: Journal of Physics: Conference Series. 1404, 1, 012010.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • ice 100%
  • boundary value problems 51%
  • mathematical models 42%
  • water 29%
  4 Citations (Scopus)

• High-quality Speech Synthesis Using Super-resolution Mel-Spectrogram

  Pavlovskiy, E., Sheng, L. & Huang, D-Y., 3 Dec 2019, 6 p.

  Research output: Working paper

  • Speech synthesis 100%
  • Speech enhancement 51%
  • Acoustics 33%

• Machine learning-based pulse characterization in figure-eight mode-locked lasers

  Kokhanovskiy, A., Bednyakova, A., Kuprikov, E., Ivanenko, A., Dyatlov, M., Lotkov, D., Kobtsev, S. & Turitsyn, S., 1 Jul 2019, In: Optics Letters. 44, 13, p. 3410-3413 4 p.

  Research output: Contribution to journal › Article › peer-review

  • machine learning 100%
  • characterization 43%
  • pulses 39%
  • lasers 34%
  • photometers 23%
  8 Citations (Scopus)

• On emg silent-speech recognition data collection

  Zubkov, A. & Marinov, A., Oct 2019, SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 999-1001 3 p. 8958407. (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Speech Recognition 100%
  • speech recognition 92%
  • Speech 80%
  • Speech recognition 57%
  • Data Collection 51%

• Problems and Prospectives of Big Data Storage and Processing Standartization

  Pavlovskiy, E. N., Oct 2019, SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 995-998 4 p. 8958046. (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Data Storage 100%
  • data storage 76%
  • Big Data 67%
  • Big data 61%
  • standardization 41%

• Reducing over-smoothness in speech synthesis using Generative Adversarial Networks

  Sheng, L. & Pavlovskiy, E. N., Oct 2019, SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 972-974 3 p. 8957862. (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • Speech Synthesis 100%
  • Speech 72%
  • Spectrogram 67%
  • Speech synthesis 66%
  • Smoothness 45%

• Superposition as Data Augmentation using LSTM and HMM in Small Training Sets

  Павловский, Е. Н. & Сивасвами, А., 24 Oct 2019, Daejeon, South Korea: Cornell University, 5 p.

  Research output: Working paper

• The analysis of textural images on the basis of orthogonal transformations

  Abdikerimova, G. B., Murzin, F. A., Bychkov, A. L., Wei, X., Ryabchikova, E. I. & Ayazbayev, T., 15 Jan 2019, In: Journal of Theoretical and Applied Information Technology. 97, 1, p. 15-22 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Orthogonal Transformation 100%
  • Analysis of Algorithms 41%
  • Chemistry 33%
  • Plant Cells 31%
  • Imager 28%
  2 Citations (Scopus)

• Классификация интентов на основе байесовских нейронных сетей

  Бондаренко, И., Oct 2019, p. 165-168. 4 p.

  Research output: Contribution to conference › Abstract › peer-review

• Проблемы и перспективы стандартизации в области хранения и обработки данных

  Павловский, Е. Н., 6 Mar 2019, Перспективные рынки и технологии интернета вещей: публичный аналитический доклад. Дежина, И. (ed.). Москва: ООО "Лайм", p. 153-161 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review

  Open Access

• Система определения автоответчика и гендера (пола) по аудиозаписям телефонного разговора

  Бондаренко, И., Яковенко, О. С., Дедов, Е. И., Гребенкин, Д. В., Павловский, Е. Н. & Тучинов, Б. Н., 4 Dec 2019, Новосибирский государственный университет, Patent No. 32, Priority date 3 Dec 2019

  Research output: Patent › Know-how

  File
  21 Downloads (Pure)
• 2018

  Mathematical modeling of degenerative diseases

  Voropaeva, O. F., Bayadilov, T. V., Leontiev, S. V., Senotrusova, S. D., Tsgoev, C. A. & Shokin, Y. I., 2 Nov 2018, 19th International Conference on the Methods of Aerophysical Research, ICMAR 2018. Fomin (ed.). American Institute of Physics Inc., Vol. 2027. 6 p. 030075. (AIP Conference Proceedings; vol. 2027).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  • apoptosis 100%
  • mathematical models 59%
  • myocardial infarction 57%
  • wound healing 52%
  • necrosis 49%

• Reducing over-smoothness in speech synthesis using Generative Adversarial Networks

  Pavlovskiy, E. N. & Шэн, Л., 2018

  Research output: Other contribution › Research

  Open Access

  • Speech synthesis 100%