Interactive Inductive Learning System. - Ilze Birzniece (DB&IS, 2010)

From Inductive Learning Towards Interactive Inductive Learning. - Ilze Birzniece (Sci. J. Riga Tech. Univ. Ser. Comput. Sci., 2010)

Artificial Intelligence in Knowledge Management: Overview and Trends. - Ilze Birzniece (Sci. J. Riga Tech. Univ. Ser. Comput. Sci., 2011)

Interactive Inductive Learning: Application in Domain of Education. - Ilze Birzniece; Marite Kirikova (Sci. J. Riga Tech. Univ. Ser. Comput. Sci., 2011)

Interactive use of inductive approach for analyzing and developing conceptual structures. - Ilze Birzniece (RCIS, 2012)

Evaluating the Application of Interactive Classification System in University Study Course Comparison. - Ilze Birzniece; Peteris Rudzajs; Diana Kalibatiene (BIR, 2014)

Opinion Mining in Latvian Text Using Semantic Polarity Analysis and Machine Learning Approach. - Gatis Spats; Ilze Birzniece (Complex Syst. Informatics Model. Q., 2016)

Security Analytics: Dispelling the Fog. - Ilze Birzniece (BIR Workshops, 2018)

Towards Regulation Change Aware Warning System. - Marite Kirikova; Zane Miltina; Arnis Stasko; Ilze Birzniece; Rinalds Viksna; Marina Jegermane; Daiga Kiopa (BIR, 2021)

Development of Bankruptcy Prediction Model for Latvian Companies. - Arnis Stasko; Ilze Birzniece; Girts Kebers (Complex Syst. Informatics Model. Q., 2021)

Predictive Modeling of HR Dynamics Using Machine Learning. - Ilze Birzniece; Ilze Andersone; Agris Nikitenko; Liga Zvirbule (ICMLT, 2022)

Retail Sales Forecasting Using Deep Learning: Systematic Literature Review. - Linda Eglite; Ilze Birzniece (Complex Syst. Informatics Model. Q., 2022)

Precision Livestock Farming IT Support Model for the Poultry Industry. - Agris Nikitenko; Signe Balina; Andrejs Dubrovskis; Ilze Andersone; Ilze Birzniece (Complex Syst. Informatics Model. Q., 2022)

Survey on Organizational Chat Conversation Analysis: Exploring Dialogue Summarization from a Knowledge Discovery Perspective. - Ksenija Kosilova; Ilze Birzniece (Complex Syst. Informatics Model. Q., 2024)

Contextualization of Information Objects Towards Supporting Knowledge Management in Digital Workspaces. - Mara Romanovska; Ilze Birzniece; Signe Balina (Complex Syst. Informatics Model. Q., 2024)

Sentiment and Response Priority Detection in Latvian E-mails Using Large Language Models: A Case Study for Low-Resource Languages. - Ilze Birzniece; Ilze Andersone; Janis Bicans; Signe Balina (ICCAI, 2025)