Primers for Research    :: Selective References and 'State of the Art' for Future Research (Online Resources Only)

Semantic Web, Web Services, Web 2.0, and SOA G. Antoniou and F. van Harmelen (2004) A Semantic Web Primer L. O'Brien, L. Bass, and P. Merson (2005) Quality Attributes and Service-Oriented Architectures Schema/Ontology Matching E. Rahm and P.A. Bernstein (2001) A Survey of Approaches to Automatic Schema Matching P. Shvaiko and J. Euzenat (2004) A Survey of Schema-based Matching Approaches Artificial Intelligence General & Data Mining::Clustering, Classification, and Regression; PCA, MLP, and NNPLS; Un-/Semi-/Supervised Learning; Feature Selection L.I. Smith (2002) A Tutorial on Principal Components Analysis A.K. Jain, M.N. Murty, and P.J. Flynn (1999) Data Clustering: A Review A.K. Jain and R.C. Dubes (1988) Algorithms for Clustering Data X. Rui and W. Donald (2005) Survey of Clustering Algorithms B. Pavel (2002) Survey of Clustering Data Mining Techniques X. Zhu (2006) Semi-Supervised Learning Literature Survey M. Seeger(2002) Learning with Labeled and Unlabeled Data I. Buyon and A. Elisseeff (2003) An Introduction to Variable and Feature Selection L. Yang (2006) Distance Metric Learning: A Comprehensive Survey M. Halkidi, Y. Batistakis, and M. Vazirgiannis (2001) On Clustering Validation Techniques F.R. Kschischang, B.J. Frey, and HA. Loeliger (2001) Factor Graphs and the Sum-Product Algorithm Anil K. Jain, Robert P.W. Duin, and Jianchang Mao (2000) Statistical Pattern Recognition: A Review Kernel Methods::Support Vector & Kernels for Structured Data C.J.C. Burges (1998) A Tutorial on Support Vector Machines for Pattern Recognition K.R. Muller, S. Mika, G. Ratsh, K. Tsuda, and B. Scholkopf (2001) An Introduction to Kernel-based Learning Algorithms A.J. Smola and B. Scholkopf (2004) A Tutorial on Support Vector Regression S.R. Gunn (1998) Support Vector Machines for Classification and Regression J.P. Vert, K. Tsuda, and B. Scholkopf (2004) A Primer on Kernel Methods K.P. Bennett and M.J. Embrechts (2003) An Optimization Perspective on Kernel Partial Least Squares Regression T. Gartner (2003) A Survey of Kernels for Structured Data Optimization & Control::Quality Management & MPC (Model Predictive Control) Applications:: Recommender Systems and Collaborative Filtering Gediminas Adomavicius and Alexander Tuzhilin (2005)Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions Web Mining: Mining Content, Structure, and Usage T.K. Landauer, P.W. Foltz, and D. Laham (1998) An Introduction to Latent Semantic Analysis I.H. Witten (2005) Text Mining A. Hotho, A. Nurnberger and G. Paass (2005) A Brief Survey of Text Mining G. Stumme, A. Hotho, and B. Berendt (2006) Semantic Web Mining: State of the Art and Future Directions Systems Integration & Interoperability S.B. Brunnermeier and S.A. Martin (1999) Interoperability Cost Analysis of the U.S. Automotive Supply Chain M.P. Gallaher, A.C. O'Connor, J.L. Dettbarn Jr., and L.T. Gilday (2004) Cost Analysis of Inadequate Interoperability in the U.S. Capital Facilities Industry L.L. Brownsword et al. (2004) Current Perspectives on Interoperability Other Topics Bill Joy (2000) Why the Future Doesn't Need Us

Useful Links    :: Other Resources than Papers in Non-PDF/PS Format

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Quick Index

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