Learning to classify structured data by graph propositionalization. - Thashmee Karunaratne; Henrik Boström (Computational Intelligence, 2006)

Using Background Knowledge for Graph Based Learning: A Case Study in Chemoinformatics. - Thashmee Karunaratne; Henrik Boström (IMECS, 2007)

Graph Propositionalization for Random Forests. - Thashmee Karunaratne; Henrik Boström (ICMLA, 2009)

Pre-Processing Structured Data for Standard Machine Learning Algorithms by Supervised Graph Propositionalization - A Case Study with Medicinal Chemistry Datasets. - Thashmee Karunaratne; Henrik Boström; Ulf Norinder (ICMLA, 2010)

Can Frequent Itemset Mining Be Efficiently and Effectively Used for Learning from Graph Data? - Thashmee Karunaratne; Henrik Boström (ICMLA (1), 2012)

Comparative analysis of the use of chemoinformatics-based and substructure-based descriptors for quantitative structure-activity relationship (QSAR) modeling. - Thashmee Karunaratne; Henrik Boström; Ulf Norinder (Intell. Data Anal., 2013)

Learning predictive models from graph data using pattern mining. - Thashmee Karunaratne (2014)

Experiences from Digital Learning Analytics in Finland and Sweden: A Collaborative Approach. - Mikko Apiola; Thashmee Karunaratne; Erkki Kaila; Mikko-Jussi Laakso (MIPRO, 2019)

Learning Analytics for Blended Learning: A Systematic Review of Theory, Methodology, and Ethical Considerations. - Nina Bergdahl; Jalal Nouri; Thashmee Karunaratne; Muhammad Afzaal; Mohammed Saqr (Int. J. Learn. Anal. Artif. Intell. Educ., 2020)

Effect of Inadequate Self-Organized Teams in Agile Project Management: A Case Study From the Oil and Gas Industry. - Sindre Gjøystdal; Thashmee Karunaratne (Int. J. Inf. Technol. Proj. Manag., 2020)

Yes! I Want My Non-Cognitive Skills to Be Improved: Perceptions on an ICT-Enabled Learning Journey. - Maria Petritsopoulou; Thashmee Karunaratne; Myrsini Glinos (Int. J. Emerg. Technol. Learn., 2021)

Holistic understanding of digital transformation of health care system as a point-of-departure for system requirements specification (short paper). - Thashmee Karunaratne; Workneh Ayele; Aron Larsson; Luigi Assom; Gisele Züniga (EGOV-CeDEM-ePart-*, 2024)

Where Is the Teacher in Data Analytics in Education?: Evaluating the Maturity of Analytics Solutions and Frameworks Supporting Teachers. - Ngoc Buu Cat Nguyen; Thashmee Karunaratne (Int. J. Emerg. Technol. Learn., 2024)

TEADASH: Implementing and Evaluating a Teacher-Facing Dashboard Using Design Science Research. - Ngoc Buu Cat Nguyen; Marcus Lithander; Christian Master Östlund; Thashmee Karunaratne; William Jobe (Informatics, 2024)