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Journal of Applied Statistics Volume 50, 2023 - Issue 3: Statistical Approaches for Big Data and Machine Learning
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Unsupervised document classification integrating web scraping, one-class SVM and LDA topic modelling

Anton Thielmanna Center for Statistics, Georg-August-Universität Göttingen, Göttingen, GermanyCorrespondence[email protected]
,
Christoph Weissera Center for Statistics, Georg-August-Universität Göttingen, Göttingen, Germany;b Campus-Institut Data Science (CIDAS), Göttingen, Germany
,
Astrid Krenza Center for Statistics, Georg-August-Universität Göttingen, Göttingen, Germany;c Digital Futures at Work Research Centre, University of Sussex, Brighton, UK
&
Benjamin Säfkena Center for Statistics, Georg-August-Universität Göttingen, Göttingen, Germany;b Campus-Institut Data Science (CIDAS), Göttingen, Germany
Pages 574-591 | Received 29 Sep 2020, Accepted 31 Mar 2021, Published online: 27 Apr 2021

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Read on this site (2)

Yichuan Zhao, Chi-Hua Chen, Feng Feng & Dragan Pamucar. (2023) Editorial to the special issue: Statistical Approaches for Big Data and Machine Learning. Journal of Applied Statistics 50:3, pages 451-455.
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Priti Bhardwaj & Niyati Baliyan. A Novel and Effective Multi-Class Classification Method for Imbalanced Medical Transcriptions. IETE Journal of Research 0:0, pages 1-11.
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Articles from other publishers (8)

Guan Bo, Wang Shanshan, Zhang Qing, Pang Bo & Zuo Yan. (2024) Empowering Medical Data Analysis: An Advanced Deep Fusion Model for Sorting Medicine Document. IEEE Access 12, pages 1650-1659.
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Wenqing Chen & Ting Yang. (2023) A Recommendation System of Personalized Resource Reliability for Online Teaching System under Large-scale User Access. Mobile Networks and Applications 28:3, pages 983-994.
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Anton Thielmann, Christoph Weisser, Thomas Kneib & Benjamin Säfken. (2023) Coherence based Document Clustering. Coherence based Document Clustering.
Maojian Chen, Xiong Luo, Qiaojuan Peng, Hailun Shen & Ziyang Huang. 2023. Proceedings of 2023 Chinese Intelligent Automation Conference. Proceedings of 2023 Chinese Intelligent Automation Conference 511 518 .
Prajwal Eachempati, Laurent Muzellec & Ashish Kumar Jha. (2022) Examining the relationship between Privacy Setting Policy, Public Discourse, Business Models and Financial Performance of Facebook (2004–2021). Examining the relationship between Privacy Setting Policy, Public Discourse, Business Models and Financial Performance of Facebook (2004–2021).
Gillian Kant, Levin Wiebelt, Christoph Weisser, Krisztina Kis-Katos, Mattias Luber & Benjamin Säfken. (2022) An iterative topic model filtering framework for short and noisy user-generated data: analyzing conspiracy theories on twitter. International Journal of Data Science and Analytics.
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Naveen S Pagad, Pradeep N, Khalid K. Almuzaini, Manish Maheshwari, Durgaprasad Gangodkar, Piyush Shukla & Musah Alhassan. (2022) Clinical Text Data Categorization and Feature Extraction Using Medical-Fissure Algorithm and Neg-Seq Algorithm. Computational Intelligence and Neuroscience 2022, pages 1-16.
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Arne Tillmann, Anton Thielmann, Gillian Kant, Christoph Weisser, Benjamin Säfken, Alexander Silbersdorff & Thomas Kneib. (2021) AuDoLab: Automatic document labelling and classification for extremely unbalanced data. Journal of Open Source Software 6:66, pages 3719.
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