lecture notes for introduction to theory of computation - robert daley

lecture notes for introduction to theory of computation  -  robert daley

lecture notes for introduction to theory of computation - robert daley

... http://www.cs.pitt.edu/ ~daley/ cs2110 /notes/ cs2110w_node7.html (3 of 7) [12/23/2006 12:02:39 PM] Lecture Notes for CS 2110 Introduction to Theory of Computation Next: Forward Lecture Notes for CS 2110 Introduction ... Computing Devices Up: Lecture Notes for CS 2110 Introduction to Theory http://www.cs.pitt.edu/ ~daley/ cs2110 /notes/ cs2110w_node8....

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Data Mining: Introduction Lecture Notes for Chapter 1 Introduction to Data Mining ppt

Data Mining: Introduction Lecture Notes for Chapter 1 Introduction to Data Mining ppt

... Group 1 Applied-Matl-DOW N,Bay-Net work-Down,3-COM-DOWN, Cabletron-Sys-DOWN,CISCO-DOWN,HP-DOWN, DSC-Comm-DOW N,INTEL-DOWN,LSI-Logic-DOWN, Micron-Tech-DOWN,Texas-Inst-Down,Tellabs-Inc-Down, Natl-Semiconduct-DOWN,Oracl-DOWN,SGI-DOW ... N,INTEL-DOWN,LSI-Logic-DOWN, Micron-Tech-DOWN,Texas-Inst-Down,Tellabs-Inc-Down, Natl-Semiconduct-DOWN,Oracl-DOWN,SGI-DOW N, Sun-DOW N Technology1-DOWN 2 Apple-Co...

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Data Mining: Data Lecture Notes for Chapter 2 Introduction to Data Mining potx

Data Mining: Data Lecture Notes for Chapter 2 Introduction to Data Mining potx

... Tan,Steinbach, Kumar Introduction to Data Mining 1 Data Mining: Data Lecture Notes for Chapter 2 Introduction to Data Mining by Tan, Steinbach, Kumar © Tan,Steinbach, Kumar Introduction to Data Mining ... component (attribute) of the vector, – the value of each component is the number of times the corresponding term occurs in the document. © Tan,Steinbach, Kumar In...

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Data Mining: Exploring Data Lecture Notes for Chapter 3 Introduction to Data Mining potx

Data Mining: Exploring Data Lecture Notes for Chapter 3 Introduction to Data Mining potx

... Histograms Histogram – Usually shows the distribution of values of a single variable – Divide the values into bins and show a bar plot of the number of objects in each bin. – The height of ... number of objects – Shape of histogram depends on the number of bins Example: Petal Width (10 and 20 bins, respectively) © Tan,Steinbach, Kumar Introduction to Data Mining 16 T...

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Data Mining Classification: Basic Concepts, Decision Trees, and Model Evaluation Lecture Notes for Chapter 4 Introduction to Data Mining pptx

Data Mining Classification: Basic Concepts, Decision Trees, and Model Evaluation Lecture Notes for Chapter 4 Introduction to Data Mining pptx

... Evaluation Lecture Notes for Chapter 4 Introduction to Data Mining by Tan, Steinbach, Kumar © Tan,Steinbach, Kumar Introduction to Data Mining 1 © Tan,Steinbach, Kumar Introduction to Data Mining ... criterion. Issues – Determine how to split the records • How to specify the attribute test condition? • How to determine the best split? – Determine when to stop splitt...

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Data Mining Classification: Alternative Techniques - Lecture Notes for Chapter 5 Introduction to Data Mining pdf

Data Mining Classification: Alternative Techniques - Lecture Notes for Chapter 5 Introduction to Data Mining pdf

... stopping criterion is met © Tan,Steinbach, Kumar Introduction to Data Mining 15 Example of Sequential Covering (ii) Step 1 © Tan,Steinbach, Kumar Introduction to Data Mining 16 Example of ... Kumar Introduction to Data Mining 17 Aspects of Sequential Covering Rule Growing Instance Elimination Rule Evaluation Stopping Criterion Rule Pruning © Tan,Steinbach, Kumar Introd...

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Data Mining Association Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 6 Introduction to Data Mining pdf

Data Mining Association Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 6 Introduction to Data Mining pdf

... Algorithms Lecture Notes for Chapter 6 Introduction to Data Mining by Tan, Steinbach, Kumar © Tan,Steinbach, Kumar Introduction to Data Mining 1 © Tan,Steinbach, Kumar Introduction to Data Mining ... increase number of candidates and max length of frequent itemsets Dimensionality (number of items) of the data set – more space is needed to store support count of...

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Data Mining Association Rules: Advanced Concepts and Algorithms Lecture Notes for Chapter 7 Introduction to Data Mining docx

Data Mining Association Rules: Advanced Concepts and Algorithms Lecture Notes for Chapter 7 Introduction to Data Mining docx

... Algorithms Lecture Notes for Chapter 7 Introduction to Data Mining by Tan, Steinbach, Kumar © Tan,Steinbach, Kumar Introduction to Data Mining 1 © Tan,Steinbach, Kumar Introduction to Data Mining ... Tan,Steinbach, Kumar Introduction to Data Mining 27 Examples of Sequence Data Sequence Database Sequence Element (Transaction) Event (Item) Customer Purchase history...

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Data Mining Cluster Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 8 Introduction to Data Mining pot

Data Mining Cluster Analysis: Basic Concepts and Algorithms Lecture Notes for Chapter 8 Introduction to Data Mining pot

... d = number of attributes © Tan,Steinbach, Kumar Introduction to Data Mining 22 Two different K-means Clusterings -2 -1 .5 -1 -0 .5 0 0.5 1 1.5 2 0 0.5 1 1.5 2 2.5 3 x y -2 -1 .5 -1 -0 .5 0 0.5 1 ... Choosing Initial Centroids -2 -1 .5 -1 -0 .5 0 0.5 1 1.5 2 0 0.5 1 1.5 2 2.5 3 x y Iteration 1 -2 -1 .5 -1 -0 .5 0 0.5 1 1.5 2 0 0.5 1 1.5 2...

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Data Mining Cluster Analysis: Advanced Concepts and Algorithms Lecture Notes for Chapter 9 Introduction to Data Mining pot

Data Mining Cluster Analysis: Advanced Concepts and Algorithms Lecture Notes for Chapter 9 Introduction to Data Mining pot

... Tan,Steinbach, Kumar Introduction to Data Mining 16 Chameleon: Steps Preprocessing Step: Represent the Data by a Graph – Given a set of points, construct the k-nearest-neighbor (k-NN) graph to capture ... Tan,Steinbach, Kumar Introduction to Data Mining 14 Chameleon: Clustering Using Dynamic Modeling Adapt to the characteristics of the data set to find the natural clust...

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