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This shows you the differences between two versions of the page.

--- handouts [2014/10/14 11:32] – nick
+++ handouts [2014/11/09 22:44] (current) – nick
@@ Line 56: / Line 56: @@
 {{:decision_trees.pdf|decision trees}}\\
 {{:gradient_descent_-_wikipedia_the_free_encyclopedia.pdf|gradient decent}}\\
+\\
+\\
+*******EM Algorithm****\\
+{{:em.pdf|Tutorial on the EM Algorithm and its Application}}\\
+{{:what_is_the_em.pdf|What is the EM Algorithm}}\\
+{{:em-talk.pdf|EM Talk}}\\
+{{:emalgorithm.pdf|EM Algorithm slides}}\\
+{{:gregory_nuel_lecture2.pdf|Expectation-Maximization and Hidden Markov Models}}\\
+{{:1-s2.0-s089812210800103x-main.pdf|Applying the extended mass-constraint EM algorithm to image retrieval}}\\
+\\
+\\
+*******Recommender Systems****\\
+{{:intro-rec-sys-handbook.pdf|Introduction to Recommender Systems}}\\
+{{:facebook_pandora_lead_rise_of_recommendation_engines_--_printout_--_time.pdf|How Computers Know What We Want — Before We Do}}\\
+{{:recommender-systems-eml2010.pdf|Recommender Systems}}\\
+{{:01423975.pdf|Next Generation Recommender Systems}}\\
+{{:p5-l_herlocker.pdf|Evaluating Collaborative Filtering Recommender Systems}}\\
+{{:research_paper_recommender_system_evaluation--a_quantitative_literature_survey.pdf|Evaluation of Recommender Systems}}\\
+{{:hybridwebrecommendersystems.pdf|Hybrid Recommender Systems}}\\
+\\
+\\
+*******Spatial Data Mining Systems****\\
+{{:ecse408.pdf|Introduction to Spatial Databases}}\\
+{{:chapter_10.pdf|Mining Object, Spatial, Multimedia, Text, and Web Data}}\\
+{{:soutlier.pdf|A Unified Approach to Spatial Outliers Detection}}\\
+{{:coloc.pdf|Discovering Spatial Co-location Patterns}}\\
+{{:slide.dvi_-_giscience.pdf|Spatial Data Mining - Accomplishments}}\\
 \\
 \\
@@ Line 63: / Line 90: @@
 {{:a_detailed_introduction_to_k-nearest_neighbor_knn_algorithm_god_your_book_is_great_.pdf|K NN algorithm}}\\
 {{:bag-of-words.pdf|Bag-of-words representation}}\\
+{{:aaac.pdf|Common n-gram classification}}\\
+{{:10algorithms-08.pdf|Top 10 algorithms in data mining}}\\