Relations Between Adjacency and Modularity Graph Partitioning: Principal
Component Analysis vs. Modularity Component Analysis (pdf)
Ranking Sports Teams in New Ways --- A TV presentation.
Produced and distributed by Inside Science TV
at the American Institute of Physics. Released on November 19, 2012.
Who's #1 Radio Interview on WRLR 98.3 LP-FM
Featured guest with Amy Langville on
Tech Talk, WRLR 98.3 LP-FM radio
hosted by Michael Kastler. Broadcast live on April 21, 2012.
Dynamical Data Clustering (pdf)
Web Search and Beyond (pdf)
Clustering Presidential Election Data Over Time (pdf)
A Comparison of Methods for Creating Similarity Matrices (pdf)
Data Mining: How Companies Use Linear Algebra (pdf)
Preprocessing Using Nonnegative Matrix Factorization In Conjunction With K-means (pdf)
Rush vs Pass: Modeling the NFL (pdf)
A Comparison of Consensus Clustering Methods (pdf)
Dimension Reduction and Iterative Consensus Clustering (pdf)
Feature Extraction From Textual Datasets (pdf)
Offense-Defense Approach to Ranking With Applications to Team Sports (pdf)
Opinion Mining Textual Datasets (pdf)
Beating the Spread: Predicting Game Outcomes With A New Ranking Model (pdf)
Extracting Topics From Product Reviews (pdf)
Generalizing Google's PageRank to Rank National Football League Teams
Ranking National Football League Teams Using Google's PageRank (pdf)
Google's PageRank and Beyond (pdf black background presentation)
Can I Get A Job? (pdf black background presentation)
Data Clustering and Mining (pdf)
New Ranking Methods With Applications To Sports (pdf poster)
Clustering with the SVD (pdf, 700KB, black background)
Google's Page Rank and Beyond
The 2007 LAA Lecture, U. Wisconsin, May 4, 2007
Applying The Theory of Markov Chains to the Problem of Sports Ranking
Applying Theory of Markov Chains to the Problem of Ranking
The Science Of Search Engine Rankings
Broadcast 11/28/06 on AirTalk, a featured program on
Southern California's premiere public radio station
89.3 KPCC-FM.
Ranking Methods
Updating Markov Chains
Ranking National League Football Teams Using Google's PageRank
How Search Engines Work (pdf)
Information Retrieval and Web Search pdf (black background),
(white background)
Eigenvector Methods in Information Retrieval (pdf, 420KB, black background)
ALS Algorithms for the Nonnegative Matrix Factorization in Text Mining (pdf, 220KB, black background)
Nonnegative Matrix Factorization in Text Mining
Text Mining using the Nonnegative Matrix Factorization (pdf 396KB)
Updating The Stationary Distribution for an Irreducible Markov Chain (pdf 168KB)
PART 1 --- Short Course on Information Retrieval and Web Search (pdf, 388KB, black background)
Part 2 --- Short Course on Information Retrieval and Web Search (pdf, 2.3MB, black background)
Updating The Stationary Vector of an Irreducible Markov Chain With an Eye on Google's PageRank (pdf, 300KB, black background)
Experiments with the Nonnegative Matrix Factorization and the Reuters10 Dataset
Scalability and Robustness of the Nonnegative Matrix Factorization for Text Mining
An Introduction to the Use of Link Analysis by Web Search Engines (pdf, 19.5MB, black background)
Applying Nonnegative Matrix Factorization to Text Mining
An Introduction to the Use of Link Analysis by Web Search Engines (pdf, 19.6MB (black background)
Updating The PageRank Vector, (pdf, 452 KB, black background),
(same but white background)
Introduction to Link Analysis Used by Google
(pdf, 16.5 MB, black background)
Updating and Reordering for the PageRank Problem (pdf, 16.6MB black background)
Updating PageRank with Iterative Aggregation (pdf, 1.7MB poster format)
An Introduction to the Use of Link Analysis by Web Search Engines (pdf, 19.5MB, black background)
Solution Methods for the PageRank Problem (pdf, 1.2MB, black background)
Updating PageRank (pdf, 1.2MB, black background)
Updating PageRank (pdf, 1.2MB, black background)
Linked Data and a MFPT Alternative to LSI
Mathematical Fuel For Search Engines, (pdf, 4.1 MB, black background),
(same but white background)
The Life and Work of A. A. Markov (pdf, 13.6MB)
Updating the Stationary Distribution of a Markov Chain (pdf, 360KB)
Introduction to Markov Based Information Retrieval Systems (pdf, 12.9MB)
Updating Large Markov Chains (pdf, 13.7M, black background)
Mathematical Fuel for Search Engines (pdf, 880K)
LSI vs Link Analysis: A Survey (pdf, 208K)
In Search of a Matrix: Information Retrieval Systems (pdf, 208K)
Uncoupling Techniques Involving Nonnegative Matrices (pdf, 332K)
Sensitivity Of Markov Chains (pdf, 68K)
Aggregation Methods for Nearly Uncoupled Systems