Everything about Structure mining

🧭 Start here: a 6-step reading path

1. Read the overview: Structure miningA 5-minute orientation
2. Skim a recent paper: Latent Structure Mining With Contrastive Modality Fusion for Multimedia RecommendationInfluential work since 2022
3. Pick up a classic book: Invisible WomenThe most-reprinted book on the subject
4. Read the landmark paper: Mining the Web's link structureCited 321 times
5. Go sideways: Semi-structured dataA closely related topic
6. Go sideways: XML treeA closely related topic

🏆 Landmark papers (most cited)

• Mining the Web's link structure

  S. Chakrabarti, B.E. Dom, S.R. Kumar · 1999 · Computer · 321 citations

• Crystal structure prediction by data mining

  Detlef W.M. Hofmann, Joannis Apostolakis · 2003 · Journal of Molecular Structure · 56 citations

• Protein structure mining using a structural alphabet

  M. Tyagi, A. G. de Brevern, N. Srinivasan · 2007 · Proteins: Structure, Function, and Bioinformatics · 55 citations

• Data mining new energy materials from structure databases

  Lei Zhang, Zhiqiao Chen, Jing Su · 2019 · Renewable and Sustainable Energy Reviews · 54 citations

• Structure motif discovery and mining the PDB

  Inge Jonassen, Ingvar Eidhammer, Darrell Conklin · 2002 · Bioinformatics · 30 citations

• Mining the inner structure of the Web graph

  Debora Donato, Stefano Leonardi, Stefano Millozzi · 2008 · Journal of Physics A: Mathematical and Theoretical · 27 citations

• DBAli tools: mining the protein structure space

  M. A. Marti-Renom, U. Pieper, M. S. Madhusudhan · 2007 · Nucleic Acids Research · 24 citations

• Adaptive text mining: inferring structure from sequences

  I.H. Witten · 2004 · Journal of Discrete Algorithms · 24 citations

🆕 Influential since 2022

• Latent Structure Mining With Contrastive Modality Fusion for Multimedia Recommendation

  Jinghao Zhang, Yanqiao Zhu, Qiang Liu · 2023 · IEEE Transactions on Knowledge and Data Engineering · 173 citations

• Adaptive Subgraph Neural Network with Reinforced Critical Structure Mining

  Jianxin Li, Qingyun Sun, Hao Peng · 2023 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 22 citations

• Strong Structure Formation of Ceramic Composites Based on Coal Mining Overburden Rocks

  Galiya Rakhimova, Andrey Stolboushkin, Olga Vyshar · 2023 · Journal of Composites Science · 22 citations

• Hypersaline mining effluents affect the structure and function of stream biofilm

  Lidia Vendrell-Puigmitja, Lorenzo Proia, Carmen Espinosa · 2022 · Science of The Total Environment · 20 citations

• Mining local geometric structure for large-scale 3D point clouds semantic segmentation

  Yuyuan Shao, Guofeng Tong, Hao Peng · 2022 · Neurocomputing · 20 citations

📚 Books worth reading

• Invisible WomenCaroline Criado Perez · 2019
• Data miningJiawei Han, Micheline Kamber · 2000
• Underground excavations in rockEvert Hoek, E. Hoek · 1980
• Python for Data Science for DummiesJohn Paul Mueller, Luca Massaron · 2015
• Rock mechanicsB. H. G. Brady, B.H.G. Brady · 1992
• Data AnalyticsThomas A. Runkler · 2012
• Data science from scratchJoel Grus · 2015
• 📕Economic mineral depositsAlan Mara Bateman · 1942

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

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• Sedna (database) Free and open-source software portal Sedna is an open-source database management system that provides native storage for XML data. The distinctive design…
• Database model A database model is a type of data model that determines the logical structure of a database. It fundamentally determines in which manner data can be stored…
• XML schema An XML schema is a description of a type of XML document, typically expressed in terms of constraints on the structure and content of documents of that…
• XML data binding XML data binding refers to a means of representing information in an XML document as a business object in computer memory. This allows applications to…
• XQuery XQuery (XML Query) is a query language and functional programming language designed to query and transform collections of structured and unstructured data…