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A Data-driven Latent Semantic Analysis for Automatic Text Summarization using LDA Topic Modelling

• Authors : Onah, Daniel F. O.; Pang, Elaine L. L.; El-Haj, Mahmoud

Subjects: Summarization; extractive; abstractive

• Source: In: 2022 IEEE International Conference on Big Data (IEEE BigData 2022). (pp. pp. 2771-2780). IEEE: Osaka, Japan. (2023)

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Investigating the Effectiveness of Clustering for Story Point Estimation

• Authors : Tawosi, Vali; Al-Subaihin, Afnan; Sarro, Federica

Subjects: Software Effort Estimation; Story Point Estimation; Latent Dirichlet Allocation

• Source: In: 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER). (pp. pp. 827-838). IEEE: Honolulu, HI, USA Funding Agency: SECTION I.Introduction In agile

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Documents as data: A content analysis and topic modeling approach for analyzing responses to ecological disturbances

• Authors : Altaweel, M; Bone, C; Abrams, J

Subjects: Mountain pine beetle; Topic modeling; Hierarchical Dirichlet process

• Source: Ecological Informatics , 51 pp. 82-95. (2019)

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MOOC design principles: topic modelling-PyLDavis visualization & summarisation of learners' engagement

• Authors : Onah, DFO; Pang, ELL

Subjects: mooc; pedagogy theories; self-directed learning

• Source: In: EDULEARN21 Proceedings: 13th International Conference on Education and New Learning Technologies Online Conference. 5-6 July, 2021. (pp. pp. 1082-1091). Online Conference: Online conference.

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The geography of Twitter topics in London

• Authors : Lansley, G; Longley, PA

Subjects: Social media; Twitter; Topic modelling

• Source: Computers, Environment and Urban Systems , 58 pp. 85-96. (2016)

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Characterising Passengers’ Travel Patterns in London Public Transit

• Authors : Liu, Y; Cheng, T

Subjects: Personalised Smart Card Data; Public Transport Planning; Latent Dirichlet Allocation Modelling

• Source: In: The Proceedings of the 25th GISRUK conference. GISRUK: Manchester, UK. (2017)

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The EU's vulnerability to gas price and supply shocks: The role of mismatches between policy beliefs and changing international gas markets

• Authors : Cardinale, Roberto; Cardinale, Ivano; Zupic, Ivan

Subjects: EU energy policy; Market liberalization; International gas markets

• Source: Energy Economics , 131 , Article 107383. (2024)

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Public opinion evaluation on social media platforms: a case study of High Speed 2 (HS2) rail infrastructure project

• Authors : Yao, R.; Gillen, A.

Subjects: public opinion evaluation; civil infrastructure projects; machine learning

• Source: UCL Open: Environment , 5 , Article 10. (2023)

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Unsupervised representation learning with recognition-parametrised probabilistic models

• Authors : Walker, william; Soulat, hugo; Yu, changmin

• Source: In: Proceedings of the 26th International Conference on Artificial Intelligence and Statistics. Proceedings of Machine Learning Research: Valencia, Spain Proceedings of Machine Learning Research.

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Posterior summaries of grocery retail topic models: Evaluation, interpretability and credibility

• Authors : Vega Carrasco, Mariflor; Manolopoulou, Ioanna; O'Sullivan, Jason

• Source: Journal of the Royal Statistical Society: Series C (Applied Statistics) (2022) (In press).

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