[ACM Press the 2004 ACM SIGKDD international conference - Seattle, WA, USA (2004.08.22-2004.08.25)] Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04 - Probabilistic author-topic models for information discovery

[ACM Press the 2004 ACM SIGKDD internati

✍ Steyvers, Mark; Smyth, Padhraic; Rosen-Zvi, Michal; Griffiths, Thomas 📂 Article 📅 2004 🏛 ACM Press ⚖ 316 KB

We propose a new unsupervised learning technique for extracting information from large text collections. We model documents as if they were generated by a two-stage stochastic process. Each author is represented by a probability distribution over topics, and each topic is represented as a probabilit

[ACM Press the 2004 ACM SIGKDD internati

[ACM Press the 2004 ACM SIGKDD international conference - Seattle, WA, USA (2004.08.22-2004.08.25)] Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04 - k-TTP

✍ Gilburd, Bobi; Schuster, Assaf; Wolff, Ran 📂 Article 📅 2004 🏛 ACM Press ⚖ 178 KB

[ACM Press the 2004 ACM SIGKDD internati

[ACM Press the 2004 ACM SIGKDD international conference - Seattle, WA, USA (2004.08.22-2004.08.25)] Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04 - Fast discovery of connection subgraphs

✍ Faloutsos, Christos; McCurley, Kevin S.; Tomkins, Andrew 📂 Article 📅 2004 🏛 ACM Press ⚖ 228 KB

[ACM Press the 2004 ACM SIGKDD internati

[ACM Press the 2004 ACM SIGKDD international conference - Seattle, WA, USA (2004.08.22-2004.08.25)] Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04 - Kernel k-means

✍ Dhillon, Inderjit S.; Guan, Yuqiang; Kulis, Brian 📂 Article 📅 2004 🏛 ACM Press ⚖ 251 KB

[ACM Press the 2004 ACM SIGKDD internati

[ACM Press the 2004 ACM SIGKDD international conference - Seattle, WA, USA (2004.08.22-2004.08.25)] Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04 - Towards parameter-free data mining

✍ Keogh, Eamonn; Lonardi, Stefano; Ratanamahatana, Chotirat Ann 📂 Article 📅 2004 🏛 ACM Press ⚖ 753 KB

[ACM Press the 2004 ACM SIGKDD internati

[ACM Press the 2004 ACM SIGKDD international conference - Seattle, WA, USA (2004.08.22-2004.08.25)] Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04 - Mining and summarizing customer reviews

✍ Hu, Minqing; Liu, Bing 📂 Article 📅 2004 🏛 ACM Press ⚖ 227 KB