Inna Skarga-Bandurova

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 43

Top Topics

Imbalanced Datasets

Autonomous Mobile Robots

Top Venues

FiCloud Workshops

Publications

Bríd Brosnan, Inna Skarga-Bandurova, Tetiana Biloborodova, Illia Skarha-Bandurov
Cervical Intraepithelial Neoplasia Grading from Prepared Digital Histology Images. ICIMTH (2023)
Bríd Brosnan, Inna Skarga-Bandurova, Tetiana Biloborodova, Illia Skarha-Bandurov
An Integrated Approach to Automated Diagnosis of Cervical Intraepithelial Neoplasia in Digital Histology Images. MIE (2023)
Tetiana Biloborodova, Bríd Brosnan, Inna Skarga-Bandurova, Daniel J. Strauss
Generalization Ability in Medical Image Analysis with Small-Scale Imbalanced Datasets: Insights from Neural Network Learning. EPIA (2) (2023)
Artem Velikzhanin, Inna Skarga-Bandurova
A Bresenham-based Global Path Planning Algorithm on Grid Maps. DESSERT (2023)
Tetiana Biloborodova, Inna Skarga-Bandurova
Human-AI Collaboration in Decision Making: An Initial Reliability Study and Methodology. IDAACS (2023)
Vitalii Honcharov, Oleksandr Chornyi, Inna Skarga-Bandurova, Valery Zazhigalov
Correlating Roughness and Implantation Characteristics in Steel: A Computer Modelling Study. IDAACS (2023)
Yehor Boltov, Inna Skarga-Bandurova, Maryna Derkach
A Comparative Analysis of Deep Learning-Based Object Detectors for Embedded Systems. IDAACS (2023)
Tetiana Biloborodova, Inna Skarga-Bandurova, Illia Skarha-Bandurov, Yelyzaveta Yevsieieva, Oleh Biloborodov
ECG Classification Using Combination of Linear and Non-Linear Features with Neural Network. MIE (2022)
Bohdan Kovalskyi, Myroslava Dubnevych, Tetyana Holubnyk, Inna Skarga-Bandurova, Ludmyla Maik, Zoryana Selmenska
Analysis of the effectiveness of means to achieve optimal color balancing in obtaining a digital photographic image. IntelITSIS (2022)
Inna Skarga-Bandurova, Igor Kotsiuba, Tetiana Biloborodova
Cyber Security of Electric Vehicle Charging Infrastructure: Open Issues and Recommendations. Big Data (2022)
Maryna Derkach, Inna Skarga-Bandurova, Danylo Matiuk, Natalia Zagorodna
Autonomous Quadrotor Flight Stabilisation Based on a Complementary Filter and a PID Controller. DESSERT (2022)
Tetiana Biloborodova, Semen Lomakin, Inna Skarga-Bandurova, Yana Krytska
Region of Interest Identification in the Cervical Digital Histology Images. EPIA (2022)
Tetiana Biloborodova, Inna Skarga-Bandurova, Igor Kotsiuba, Illia Skarha-Bandurov
Reputation-Aware Data Fusion for Quantifying Hand Tremor Severity Form Interaction with a Smartphone. MIE (2021)
Dmytro Nedzelky, Maryna Derkach, Inna Skarga-Bandurova, Larisa Shumova, Svitlana Safonova, Volodymyr Kardashuk
A Load Factor and its Impact on the Performance of a Multicore System with Shared Memory. IDAACS (2021)
Vivek Singh Bawa, Gurkirt Singh, Francis Kaping'a, Inna Skarga-Bandurova, Elettra Oleari, Alice Leporini, Carmela Landolfo, Pengfei Zhao, Xi Xiang, Gongning Luo, Kuanquan Wang, Liangzhi Li, Bowen Wang, Shang Zhao, Li Li, Armando Stabile, Francesco Setti, Riccardo Muradore, Fabio Cuzzolin
The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods. CoRR (2021)
Tetiana Biloborodova, Inna Skarga-Bandurova, Mark Koverha, Illia Skarha-Bandurov, Yelyzaveta Yevsieieva
A Learning Framework for Medical Image-Based Intelligent Diagnosis from Imbalanced Datasets. EFMI-STC (2021)
Inna Skarga-Bandurova, Tetiana Biloborodova, Illia Skarha-Bandurov, Yehor Boltov, Maryna Derkach
A Multilayer LSTM Auto-Encoder for Fetal ECG Anomaly Detection. pHealth (2021)
Inna Skarga-Bandurova, Igor Kotsiuba, Erkuden Rios Velasco
Cyber Hygiene Maturity Assessment Framework for Smart Grid Scenarios. Frontiers Comput. Sci. 3 (2021)
Tetiana Biloborodova, Inna Skarga-Bandurova, Oleksandr Berezhnyi, Maksym Nesterov, Illia Skarha-Bandurov
Multimodal Smartphone-Based System for Long-Term Monitoring of Patients with Parkinson's Disease. ICITS (2020)
Anna E. Filatova, Inna Skarga-Bandurova, Eugene Brezhniev, Mohamad Fahs
Evaluating the Effectiveness of Electrocardiological Study Using Cardiological Decision Support Systems. ICST (2020)
Maryna Derkach, Danylo Matiuk, Inna Skarga-Bandurova
Obstacle Avoidance Algorithm for Small Autonomous Mobile Robot Equipped with Ultrasonic Sensors. DESSERT (2020)
Inna Skarga-Bandurova, Rostyslav Siriak, Tetiana Biloborodova, Fabio Cuzzolin, Vivek Singh Bawa, Mohamed Ibrahim Mohamed, R. Dinesh Jackson Samuel
Surgical Hand Gesture Prediction for the Operating Room. pHealth (2020)
Anatoliy Povoroznyuk, Oksana Povoroznyuk, Inna Skarga-Bandurova
Application of a Multiplicative Model with Linear Partial Descriptions in Self-organization Methods. ICST (2020)
Inna Skarga-Bandurova, Yana Krytska, Artem Velykzhanin, Lina Barbaruk, Oleksandr Suvorin, Mikhail Shorokhov
Emerging Tools for Design and Implementation of Water Quality Monitoring Based on IoT. Complex Syst. Informatics Model. Q. 24 (2020)
Vivek Singh Bawa, Gurkirt Singh, Francis Kaping'a, Inna Skarga-Bandurova, Alice Leporini, Carmela Landolfo, Armando Stabile, Francesco Setti, Riccardo Muradore, Elettra Oleari, Fabio Cuzzolin
ESAD: Endoscopic Surgeon Action Detection Dataset. CoRR (2020)
Inna Skarga-Bandurova, Yana Krytska, Mikhail Shorokhov, Oleksandr Suvorin, Lina Barbaruk, Maryna Ozheredova
Towards Development IoT-Based Water Quality Monitoring System. FiCloud Workshops (2019)
Rostyslav Siriak, Inna Skarga-Bandurova, Yehor Boltov
Deep Convolutional Network with Long Short-Term Memory Layers for Dynamic Gesture Recognition. IDAACS (2019)
Tetiana Biloborodova, Inna Skarga-Bandurova, Viktoriia Derevianchenko, Illia Skarha-Bandurov, Halyna Tatarchenko, Victoria Mokhonko
A Personal Mobile Sensing System for Motor Symptoms Assessment of Parkinson's Disease. FiCloud Workshops (2019)
Inna Skarga-Bandurova, Tetiana Biloborodova, Maksym Nesterov
Extracting Interesting Rules from Gestation Course Data for Early Diagnosis of Neonatal Hypoxia. J. Medical Syst. 43 (1) (2019)
Gennady Krivoulya, Inna Skarga-Bandurova, Zakhar Tatarchenko, Olena Seredina, Maryna Shcherbakova, Eugene Shcherbakov
An Intelligent Functional Diagnostics of Wireless Sensor Network. FiCloud Workshops (2019)
Inna Skarga-Bandurova, Tetiana Biloborodova, Illia Skarha-Bandurov, Natalia Zagorodna, Larisa Shumova
EEG Data Fusion for Improving Accuracy of Binary Classification. EFMI-STC (2019)
Inna Skarga-Bandurova, Maksym Nesterov, Tetiana Biloborodova, Gennady Krivoulya, Igor Kotsiuba, Oleg Biloborodov
Data Fusion Technique to Predicting Database Performance Issues. DESSERT (2019)
Marina Derkach, Vladislav Lysak, Inna Skarga-Bandurova, Igor Kotsiuba
Parking Guide Service for Large Urban Areas. IDAACS (2019)
Yehor Boltov, Inna Skarga-Bandurova, Igor Kotsiuba, Mykhailo Hrushka, Gennady Krivoulya, Rostyslav Siriak
Performance Evaluation of Real-Time System for Vision-Based Navigation of Small Autonomous Mobile Robots. DESSERT (2019)
Dmytro Zubarev, Inna Skarga-Bandurova
Cross-Site Scripting for Graphic Data: Vulnerabilities and Prevention. DESSERT (2019)
Igor Kotsiuba, Inna Skarga-Bandurova, Alkiviadis Giannakoulias, Oksana Bulda
Basic Forensic Procedures for Cyber Crime Investigation in Smart Grid Networks. IEEE BigData (2019)
Igor Kotsiuba, Inna Skarga-Bandurova, Alkiviadis Giannakoulias, Mykhailo Chaikin, Aleksandar Jevremovic
Technique for Finding and Investigating the Strongest Combinations of Cyberattacks on Smart Grid Infrastructure. IEEE BigData (2019)
Inna Skarga-Bandurova, Marina Derkach, Igor Kotsiuba
The Information Service for Delivering Arrival Public Transport Prediction. IDAACS-SWS (2018)
Igor Kotsiuba, Artem Velykzhanin, Oleg Biloborodov, Inna Skarga-Bandurova, Tetiana Biloborodova, Yury Yanovich, Viacheslav Zhygulin
Blockchain Evolution: from Bitcoin to Forensic in Smart Grids. IEEE BigData (2018)
Inna Skarga-Bandurova, Tetiana Biloborodova, Yuriy Dyachenko
Strategy to Managing Mixed Datasets with Missing Items. IPMU (2) (2018)
Igor Kotsiuba, Maksym Nesterov, Yury Yanovich, Inna Skarga-Bandurova, Tetiana Biloborodova, Viacheslav Zhygulin
Multi-Database Monitoring Tool for the E-Health Services. IEEE BigData (2018)
Inna Skarga-Bandurova, Tetiana Biloborodova, Maksym Nesterov
Discovering Interesting Associations in Gestation Course Data. EPIA (2017)
Yana Krytska, Inna Skarga-Bandurova, Artem Velykzhanin
IoT-based situation awareness support system for real-time emergency management. IDAACS (2017)
Inna Skarga-Bandurova, Maxim Nesterov, Yan Kovalenko
A Group Decision Support Technique for Critical IT Infrastructures. DepCoS-RELCOMEX (2015)