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