Publications

Biloborodova T., Skarga-Bandurova I., Kotsiuba I., Skarha-Bandurov I. (2021) Reputation-Aware Data Fusion for Quantifying Hand Tremor Severity from Interaction with a Smartphone. Stud Health Technol Inform. 2021 May 27;281:839-844. DOI: 10.3233/SHTI210297. PMID: 34042792.

Biloborodova T., Scislo L., Skarga-Bandurova I., Sachenko A., Molgad A., Povoroznjuk O., Yevsieiva Y. (2021) Fetal ECG Signal Processing and Identification of Hypoxic Pregnancy Conditions In-Utero [J]. Mathematical Biosciences and Engineering, 18(4): 4919-4942. DOI: 10.3934/mbe.2021250

Biloborodova T., Skarga-Bandurova I., Berezhnyi O., Nesterov M., Skarha-Bandurov I. (2020) Multimodal Smartphone-Based System for Long-Term Monitoring of Patients with Parkinson’s Disease in Rocha Á., Ferrás C., Montenegro Marin C., Medina García V. (eds) Information Technology and Systems. ICITS 2020. Advances in Intelligent Systems and Computing, vol 1137. Springer, Cham. DOI: 10.1007/978-3-030-40690-5_60.

Biloborodova T., Skarga-Bandurova I., Derevianchenko V., Skarha-Bandurov I., Tatarchenko H., Mokhonko V. (2019) A Personal Mobile Sensing System for Motor Symptoms Assessment of Parkinson’s Disease, IEEE 7th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW). 2019, pp. 146-151, DOI: 10.1109/FiCloudW.2019.00039.

Skarga-Bandurova I., Biloborodova T., Skarha-Bandurov I., Zagorodna N., Shumova L. (2019) EEG Data Fusion for Improving Accuracy of Binary Classification. Stud Health Technol Inform. 2019;258:130-134.

Skarga-Bandurova I., Biloborodova T. (2019) Devices with Reconfigurable Architecture for Biomedical IoT-based Applications in Internet of Things for Industry and Human Applications. Volume 3. Assessment and Implementation. IoT for Healthcare systems, Sect. 47 (Ed. V. S. Kharchenko); National Aerospace University KhAI, 2019, pp. 576-596.

Skarga-Bandurova I., Biloborodova T. (2019) Wearable and Embedded IoT-based Solutions for Biomedical Applications in Internet of Things for Industry and Human Applications.Volume 3. Assessment and Implementation. IoT for Healthcare systems, Sect. 46. (Ed. V. S. Kharchenko); National Aerospace University KhAI, 2019, pp. 535-575.

Kotsiuba I., Velykzhanin A., Yanovich Yu., Skarga-Bandurova I., Dyachenko Yu., Zhygulin V. (2018) Decentralized e-Health Architecture for Boosting Healthcare Analytics. 2018 Second World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4), London, UK, 30 – 31 October, 2018. pp. 113-118.

Kotsiuba I., Nesterov M., Yanovich Yu., Skarga-Bandurova I., Biloborodova T., Zhygulin V. (2018) Multi-Database Monitoring Tool for the E-Health Services. 2018 IEEE International Conference on Big Data, December 10-13, 2018, Seattle, WA, USA, pp. 2442-2448.

Skarga-Bandurova I., Biloborodova T., Dyachenko Yu. (2018) Strategy to Managing Mixed Datasets with Missing Items, J. Medina et al. (eds.) Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations. IPMU 2018, Communications in Computer and Information Science, vol. 854. pp. 608–620, 2018. Springer, Cham.

Skarga-Bandurova I., Biloborodova T., Nesterov M. (2017) Discovering Interesting Associations in Gestation Course Data, Progress in Artificial Intelligence. EPIA 2017. Oliveira E. et al. (Eds): Lecture Notes in Computer Science.  vol 10423, pp. 204-214. Springer, Cham.

Biloborodova T. and Skarga-Bandurova I. (2017) Approaches for Classification of Imbalanced and Skewed Datasets, Herald of East Ukrainian National University.  Severodonetsk: EUNU, vol. 8 (238), pp. 17-24.

Skarga-Bandurova I. and Biloborodova T. (2016) Exploratory Data Analysis to Identifying Meaningful Factors of Hypoxic Fetal Injuries, Herald of the National Technical University “KhPI”. Subject issue: Information Science and Modelling.  Kharkov: NTU “KhPI”, vol. 44 (1216), pp. 122-135.

Skarga-Bandurova I. and Biloborodova T. (2015) Data Analysis for Prognostication in Cerebral Status of Newborns, Herald of the National Technical University “KhPI”. Subject issue: Information Science and Modelling, vol. 33 (1142), pp. 134-143.

Skarga-Bandurova I., Biloborodova T., Nesterov M. (2015) Modeling Structures for Integrated Obstetrics, Gynecology, and Neonatal Information System, Journal of Problems of Information Technologies, vol. 17, pp. 51-57.