On-line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking. - Loulwah AlSumait; Daniel Barbará; Carlotta Domeniconi (ICDM, 2008)

Topic Significance Ranking of LDA Generative Models. - Loulwah AlSumait; Daniel Barbará; James Gentle; Carlotta Domeniconi (ECML/PKDD (1), 2009)

Exploring the Effects of Loneliness and Internet Addiction on Adults' Well-Being During COVID-19 Quarantine. - Loulwah AlSumait; Hasah Alhenieidi; Andrew P. Smith 004 (BIOMESIP, 2021)

AI framework for DRIVE model based mental health detection in text: a case study on how coping strategies are expressed during COVID-19. - Loulwah AlSumait; Altaf AlFarhan; Hasah H. AlHeneidi (PeerJ Comput. Sci., 2025)