Addressing the Cold Start Problem in Active Learning Approach Used For Semi-automated Sleep Stages Classification. - Nela Grimová; Martin Macas; Václav Gerla (BIBM, 2018)

Active Learning for Semiautomatic Sleep Staging and Transitional EEG Segments. - Martin Macas; Nela Grimová; Václav Gerla; Lenka Lhotská; Elizaveta Saifutdinová (BIBM, 2018)

Query-By-Committee Framework Used for Semi-Automatic Sleep Stages Classification. - Nela Grimová; Martin Macas (UCAmI, 2019)

Semi-Automated Sleep EEG Scoring with Active Learning and HMM-Based Deletion of Ambiguous Instances. - Martin Macas; Nela Grimová; Václav Gerla; Lenka Lhotská (UCAmI, 2019)