Inese Polaka

According to our database, Inese Polaka authored at least 15 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Evaluating Binary, Perlin Noise, and Physical Mark of Backdoor Attacks in Medical Image Classification.

Arturs Nikulins, Inese Polaka, Kaspars Sudars

Balt. J. Mod. Comput., 2026

Invisible yet Lethal: Revealing Least Significant Bit Backdoors in Medical Images through Explainable Segmentation.

Arturs Nikulins, Kaspars Sudars, Inese Polaka

Proceedings of the 15th International Conference on Pattern Recognition Applications and Methods, 2026

2025

Adapting Classification Neural Network Architectures for Medical Image Segmentation Using Explainable AI.

Arturs Nikulins, Edgars Edelmers, Kaspars Sudars, Inese Polaka

J. Imaging, 2025

Anomaly detection in netflow traffic: workflow for dataset preparation and analysis.

Evita Roponena, Inese Polaka, Janis Grabis

Frontiers Comput. Sci., 2025

2024

Computer Vision and Machine Learning-Based Predictive Analysis for Urban Agricultural Systems.

Arturs Kempelis, Inese Polaka, Andrejs Romanovs, Antons Patlins

Future Internet, February, 2024

Foundational Models for Pathology and Endoscopy Images: Application for Gastric Inflammation.

Hamideh Kerdegari, Kyle Higgins, Dennis Veselkov, Ivan Laponogov, Inese Polaka, Miguel T. Coimbra, Junior Andrea Pescino, Marcis Leja, Mário Dinis-Ribeiro, Tania Fleitas Kanonnikoff, Kirill A. Veselkov

CoRR, 2024

2021

Taxonomy-based data representation for data mining: an example of the magnitude of risk associated with H. pylori infection.

Inese Polaka, Danute Razuka-Ebela, Jin Young Park, Marcis Leja

BioData Min., 2021

2019

Overview on SNIFFPHONE: a portable device for disease diagnosis.

C. Jaeschke, Marta Padilla, Emmi Turppa, Inese Polaka, O. Gonzalez, K. Richardson, J. Pajukanta, Juha M. Kortelainen, Gidi Shani, G. Shuster, Pawel Mochalski, Marcis Leja, Jan Mitrovics, Hossam Haick

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2019

Repeatability Study on a Classifier for Gastric Cancer Detection from Breath Sensor Data.

Emmi Turppa, Inese Polaka, Edgars Vasiljevs, Juha M. Kortelainen, Gidi Shani, Marcis Leja, Hossam Haick

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2016

Method for decomposition of monolithic enterprise applications.

Solvita Berzisa, Inese Polaka, Inese Supulniece, Janis Grabis, Edgars Ozolins, Egils Meiers

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

2015

Source Code Driven Decomposition of Object-Oriented Legacy Systems - A Systemic Literature Review and Research Outlook.

Inese Supulniece, Solvita Berzisa, Inese Polaka, Janis Grabis, Egils Meiers, Edgars Ozolins

Proceedings of the Product-Focused Software Process Improvement, 2015

2012

Class Decomposition in Bioinformatics Analyzing Omics Data.

Inese Polaka, Arkady Borisov

Proceedings of the Advances in Data Mining, 12th Industrial Conference, 2012

2011

Impact of Antibody Panel Size on Classification Accuracy.

Inese Polaka, Arkady Borisov

Sci. J. Riga Tech. Univ. Ser. Comput. Sci., 2011

2010

Decision Tree Classifiers in Bioinformatics.

Inese Polaka, Igor Tom, Arkady Borisov

Sci. J. Riga Tech. Univ. Ser. Comput. Sci., 2010

Using Data Structure Properties in Decision Tree Classifier Design.

Inese Polaka, Arkady Borisov

Sci. J. Riga Tech. Univ. Ser. Comput. Sci., 2010