1. Data MiningPractical Machine Learning Tools and TechniquesSlides for Chapter 7 of Data Mining by I. H. Witten and E. FrankEngineering the input and output Attribute selection…
1. IFOST 2010 Proceedings 1 A Novel and Efficient Mixed-Signal Compressed Sensing for Wide-Band Cognitive Radio Le Thanh Tan*, Hyung Yun Kong* *School of Electrical Engineering…
1. Data MiningPractical Machine Learning Tools and TechniquesSlides for Chapter 7 of Data Mining by I. H. Witten and E. FrankEngineering the input and outputAttribute selection…
Slide 1 DATA MINING LECTURE 8 Dimensionality Reduction PCA -- SVD Slide 2 The curse of dimensionality Real data usually have thousands, or millions of dimensions E.g., web…
Slide 1 Sketching and Embedding are Equivalent for Norms Alexandr Andoni (Simons Institute) Robert Krauthgamer (Weizmann Institute) Ilya Razenshteyn (CSAIL MIT) 1 Slide 2…
Slide 1 1 Monitoring Message Streams: Retrospective and Prospective Event Detection Fred S. Roberts DIMACS, Rutgers University Slide 2 2 DIMACS is a partnership of: Rutgers…
Slide 1 Almost Random Projection Machine with Margin Maximization and Kernel Features Tomasz Maszczyk and Włodzisław Duch Department of Informatics, Nicolaus Copernicus…
Slide 1 PMSB 2006, Tuusula (Finland) A. Bertoni, G.Valentini, DSI - Univ. Milano 1 Alberto Bertoni, Giorgio Valentini {bertoni,valentini}@dsi.unimi.it http://homes.dsi.unimi.it/…