View source for References for KDD work

Some important references for Data-driven Analysis of Nuclear Simulation Data. For a more comprehensive list, please visit the bibliography of the published work on "Knowledge Discovery for Nuclear Reactor Simulation Data".
== Research Papers ==
* [http://delivery.acm.org/10.1145/34000.../p427-ramaswamy.pdf?ip=128.219.49.13&acc=ACTIVE%20SERVICE&CFID=187949940&CFTOKEN=26392576&acm=1351603535_5fa4e0fbe85b940c14ecab8e9a668695 Efficient algorithms for mining outliers from large data sets]
* [http://www-pub.iaea.org/MTCD/publicat.../Pub1323_web.pdf On-line Monitoring for improving performance of Nuclear Power Plants]
* [http://www.dbs.ifi.lmu.de/Publikation.../LOF.pdf LOF: Local Outlier Factor]
* [http://delivery.acm.org/10.1145/11600.../p504-abe.pdf?ip=128.219.49.13&acc=ACTIVE%20SERVICE&CFID=187949940&CF Outlier Detection by Active Learning]
* [http://projecteuclid.org/DPubS/Reposi.../1177704472 On Estimation of a Probability Density Function and Mode]
* [http://delivery.acm.org/10.1145/15500.../a15-chandola.pdf?ip=128.219.49.13&acc=ACTIVE%20SERVICE&CFID=187949940&CFTOKEN=26392576&acm=1352303119_2444e6229cfc560eff2a04d04e01a48b Anomaly Detection: A Survey On Estimation of a Probability Density Function and Mode]
* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1047476... Parzen-Window Network Intrusion Detectors]
* [http://www.cs.cmu.edu/~lakoglu/pubs/oddball_TR.pdf Anomaly Detection in Large Graphs]
* [http://www.cs.cornell.edu/johannes/pa.../icde2001-mafia.pdf MAFIA (Maximal Frequent Itemset Mining)]
* [http://www.cs.cmu.edu/afs/cs.cmu.edu/.../icdm05.pdf Neighborhood Formation and Anomaly Detection in Bipartite Graphs]
* [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1467713... Anomaly Detection Applet]

== Books/Book Chapters ==
* [http://nlp.stanford.edu/IR-book/html/.../k-means-1.html#sec:kmeans kmeans algorithm]
* [http://nlp.stanford.edu/IR-book/pdf/06vect.pdf... Scoring Term, Weighting, vector space model]
* [http://www-users.cs.umn.edu/~kumar/dm.../index.php Data Mining Book]
* [http://i.stanford.edu/~ullman/mmds/booka.pdf... Mining Massive Datasets]
* [http://www.stat.cmu.edu/~cshalizi/490.../pca-handout.pdf Dimensionality Reduction]

== Tutorials ==
* [http://www.autonlab.org/tutorials/ Data Mining / Machine Learning Tutorial]
* [http://research.cs.tamu.edu/prism/lec.../pr_l7.pdf Kernel Density Estimate]
* [http://www.cs.cornell.edu/bigreddata/.../frame.htm MAFIA (Maximal Frequent Itemset Mining)]

== Software ==
* [http://www.cs.cornell.edu/bigreddata/.../assocMining_main.htm MAFIA (Maximal Frequent Itemset Mining)] 
* [http://alumni.cs.ucr.edu/~wli/Anomaly.../AnomalyDetection.html Anomaly Detection Applet]
* [http://gokererdogan.com/files/thesis/ODToolbox.pdf... Outlier Detection Toolbox]