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http://dx.doi.org/10.1201/9781420059458
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Front MatterAbstract - Hi-Res PDF (1282 KB) - PDF w/links (1283 KB)
Chapter 1. Analysis of Text Patterns Using Kernel MethodsAlessia Mammone, Marco Turchi, Nello CristianiniAbstract - Hi-Res PDF (369 KB) - PDF w/links (377 KB)
Chapter 2. Detection of Bias in Media Outlets with Statistical Learning MethodsBlaz Fortuna, Nello Cristianini, Carolina GalleguillosAbstract - Hi-Res PDF (370 KB) - PDF w/links (374 KB)
Chapter 3. Collective Classification for Text ClassificationMustafa Bilgic, Galileo Namata, Lise Getoor, Prithviraj SenAbstract - Hi-Res PDF (302 KB) - PDF w/links (303 KB)
Chapter 4. Topic ModelsJohn D. Lafferty, David M. BleiAbstract - Hi-Res PDF (460 KB) - PDF w/links (501 KB)
Chapter 5. Nonnegative Matrix and Tensor Factorization for Discussion TrackingBrett W. Bader, Michael W. Berry, Amy N. LangvilleAbstract - Hi-Res PDF (738 KB) - PDF w/links (724 KB)
Chapter 6. Text Clustering with Mixture of von Mises-Fisher DistributionsSuvrit Sra, Arindam Banerjee, Joydeep Ghosh, Inderjit DhillonAbstract - Hi-Res PDF (1157 KB) - PDF w/links (1042 KB)
Chapter 7. Constrained Partitional Clustering of Text DataSugato Basu, Ian DavidsonAbstract - Hi-Res PDF (578 KB) - PDF w/links (539 KB)
Chapter 8. Adaptive Information FilteringYi ZhangAbstract - Hi-Res PDF (460 KB) - PDF w/links (377 KB)
Chapter 9. Utility-Based Information DistillationYiming Yang, Abhimanyu LadAbstract - Hi-Res PDF (340 KB) - PDF w/links (343 KB)
Chapter 10. Text Search-Enhanced with Types and EntitiesSoumen Chakrabarti, Sujatha Das, Kriti Puniyani, Vijay KrishnanAbstract - Hi-Res PDF (673 KB) - PDF w/links (697 KB)
