Indexes (18.11.2010)

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Indexes (18.11.2010)
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10.5446/326 (DOI)
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Technische Universität Braunschweig
Institut für Informationssysteme
Balke, Wolf-Tilo
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In this course, we examine the aspects regarding building maintaining and operating data warehouses as well as give an insight to the main knowledge discovery techniques. The course deals with basic issues like storage of the data, execution of the analytical queries and data mining procedures. Course will be tought completly in English. The general structure of the course is: Typical dw use case scenarios Basic architecture of dw Data modelling on a conceptual, logical and physical level Multidimensional E/R modelling Cubes, dimensions, measures Query processing, OLAP queries (OLAP vs OLTP), roll-up, drill down, slice, dice, pivot MOLAP, ROLAP, HOLAP SQL99 OLAP operators, MDX Snowflake, star and starflake schemas for relational storage Multimedia physical storage (linearization) DW Indexing as search optimization mean: R-Trees, UB-Trees, Bitmap indexes Other optimization procedures: data partitioning, star join optimization, materialized views ETL Association rule mining, sequence patterns, time series Classification: Decision trees, naive Bayes classifications, SVM Cluster analysis: K-means, hierarchical clustering, aglomerative clustering, outlier analysis
Decision theory Multiplication sign Relational database 3 (number) Online help Data storage device Sparse matrix Dimensional analysis Data model Order (biology) Cube Data mining Logic Subject indexing Energy level Linearization Mobile Web Data storage device Dimensional analysis Bit Hierarchy Data mining Array data structure Population density Query language Uniform resource name Website Heuristic Energy level Musical ensemble Game theory Local ring
Area Web page Point (geometry) Rotation Reading (process) Group action SCSI Constraint (mathematics) Table (information) Multiplication sign Port scanner Product (business) Number Uniform resource locator Tablet computer Process (computing) Network topology Subject indexing Selectivity (electronic) Website Musical ensemble Table (information)
Building Multiplication sign Database Special unitary group Pointer (computer programming) Insertion loss Videoconferencing EasyJet Endliche Modelltheorie Extension (kinesiology) Multiplication Area Theory of relativity Web page Port scanner Product (business) Category of being System programming Selectivity (electronic) Right angle Heuristic Data structure Reading (process) Spacetime Row (database) Point (geometry) Slide rule Table (information) Maxima and minima 3 (number) Revision control Goodness of fit Tablet computer Network topology Subject indexing Ideal (ethics) Data structure World Wide Web Consortium Priority queue Multiplication sign Execution unit Information Key (cryptography) Database Number Word Personal digital assistant Network topology Mathematical optimization
Point (geometry) Multiplication sign Slide rule Beat (acoustics) Divisor Information Multiplication sign Gradient Database Division (mathematics) Emulation Pointer (computer programming) Pointer (computer programming) Network topology Insertion loss Natural number Network topology Blog Subject indexing System programming Right angle Data structure Row (database) Physical system
Point (geometry) Cluster sampling Computer file Multiplication sign Gene cluster Insertion loss Branch (computer science) Shape (magazine) Dimensional analysis Geometry Network topology Set (mathematics) Electronic visual display Data structure Booting Physical system Area Multiplication Inheritance (object-oriented programming) Information Point (geometry) Data storage device 3 (number) Line (geometry) Rectangle Hypercube Personal digital assistant Function (mathematics) Network topology Right angle Object (grammar) Data structure Resultant Sinc function Spacetime Geometry
Geometry Group action Network topology Chemical equation Object (grammar) Network topology Spacetime Data storage device Sphere Data structure Hypercube Resultant
Point (geometry) Web page Rectangle Group action State of matter Multiplication sign Maxima and minima Directory service Rule of inference Dimensional analysis Network topology Natural number Object (grammar) Information Vertex (graph theory) Aerodynamics Data structure Multiplication Social class Area Multiplication Distribution (mathematics) Online help Point (geometry) Web page Dimensional analysis Uniform convergence Bit Lattice (order) Rectangle Scalability Measurement Arithmetic mean Personal digital assistant System programming Revision control Whiteboard Prototype Bounded variation Data structure Window Spacetime Geometry Extension (kinesiology)
Point (geometry) Cluster sampling Self-balancing binary search tree Multiplication sign Geometry Population density Network topology Object (grammar) Vertex (graph theory) Metropolitan area network Identity management Condition number Information Characteristic polynomial Planning Bit Maxima and minima Database Rectangle Hand fan Number Root Film editing Network topology Speech synthesis Musical ensemble Game theory Data structure Navigation Local ring Spacetime Geometry
Point (geometry) Tuple Rectangle Group action Heegaard splitting Pointer (computer programming) Population density Network topology Object (grammar) Operator (mathematics) Energy level Vertex (graph theory) Condition number Electric generator Information Channel capacity Chemical equation Moment (mathematics) Parameter (computer programming) Bit Maxima and minima Median Rectangle Limit (category theory) Arithmetic mean Root Personal digital assistant Network topology Order (biology) Video game Energy level Row (database)
Point (geometry) Operations research Information Code State of matter Range (statistics) Sheaf (mathematics) Planning Dimensional analysis Data management Goodness of fit Root Network topology Personal digital assistant Operator (mathematics) Network topology Order (biology) Heegaard splitting Row (database) Game theory Identity management Spacetime
Point (geometry) Area Group action Algorithm Multiplication sign Physical law Power (physics) Inclusion map Root Process (computing) Causality Profil (magazine) Personal digital assistant Object (grammar) Network topology Personal digital assistant Order (biology) Object (grammar) Metropolitan area network
Point (geometry) Algorithm Multiplication sign Range (statistics) Sheaf (mathematics) Heegaard splitting Inclusion map Causality Different (Kate Ryan album) Object (grammar) Set (mathematics) Vertex (graph theory) Data structure Lie group Metropolitan area network Information Web page Transport Layer Security Bit Thermal expansion Division (mathematics) Number Arithmetic mean Word Network topology Video game Speech synthesis Heuristic Game theory Quicksort Volume Spacetime
Simulation Inheritance (object-oriented programming) Mapping Division (mathematics) Rectangle Tracing (software) Dimensional analysis Indian Remote Sensing Wave Root Network topology Personal digital assistant Object (grammar) Network topology Personal digital assistant Energy level Spacetime Species Metropolitan area network Spacetime
Area Smoothing Interior (topology) Bit Maxima and minima Likelihood-ratio test Rectangle Root Network topology Semiconductor memory Personal digital assistant Object (grammar) Network topology Heuristic Spacetime Heuristic Vertex (graph theory) Volume Spacetime
Point (geometry) Axiom of choice State of matter Sheaf (mathematics) Combinational logic Maxima and minima Mereology Total S.A. Area Heegaard splitting Estimator Object (grammar) Operator (mathematics) Spacetime Software testing Vertex (graph theory) Condition number Area Multiplication Moment (mathematics) Bit Maxima and minima Rectangle Traverse (surveying) Voting Personal digital assistant Telecommunication Order (biology) Heegaard splitting Whiteboard Object (grammar) Spacetime
Modal logic Object (grammar) Point (geometry) Quadratic equation Volume Linear map
Rectangle Group action Point (geometry) Dimensional analysis Maxima and minima Maxima and minima Line (geometry) Distance Dimensional analysis Distance Object (grammar) Linear map Spacetime
Point (geometry) Group action Standard deviation Theory of relativity Direction (geometry) Decision theory Physical law Maxima and minima Bit Distance Arithmetic mean Software Personal digital assistant Different (Kate Ryan album) Object (grammar) Order (biology) Cuboid MiniDisc Process (computing) Quicksort Data structure Species Volume Linear map
Trail Group action Information Key (cryptography) Multiplication sign View (database) Physical law Rectangle Population density Root Causality Network topology Personal digital assistant Object (grammar) Telecommunication Operator (mathematics) Network topology Heuristic Object (grammar) Family Spacetime Condition number
Rectangle Beat (acoustics) Root Computer file Point (geometry) Energy level Row (database) Spacetime Block (periodic table) Spacetime
Rectangle Multiplication Mapping Computer file Information Multiplication sign Combinational logic Scalability Similarity (geometry) Web 2.0 Programmer (hardware) Root Voting Network topology Different (Kate Ryan album) Natural number Order (biology) Revision control Resultant
Web page Building Divisor Algorithm State of matter Multiplication sign 3 (number) Dimensional analysis Revision control Object (grammar) Query language Vertex (graph theory) Data structure Electric generator Point (geometry) Physical law Dimensional analysis Nominal number Extreme programming Cartesian coordinate system Sequence Number Network topology Order (biology) Revision control Natural language Object (grammar) Extension (kinesiology)
Point (geometry) Beat (acoustics) Mapping Range (statistics) Video game Curve Maxima and minima Control flow Special unitary group Dimensional analysis Emulation Usability Array data structure Network topology Operator (mathematics) Software testing Dialect Key (cryptography) Point (geometry) Data storage device Physicalism Computer simulation Bit Mereology Uniform boundedness principle Personal digital assistant Network topology Universe (mathematics) Mathematical singularity Website Right angle Key (cryptography) Game theory Freeware Spacetime
Area Dialect Dynamische Geometrie Multiplication sign Lemma (mathematics) Web page Execution unit Curve Range (statistics) Volume (thermodynamics) Data storage device Mereology Code Category of being Film editing Network topology Network topology Query language Spacetime Process (computing) Whiteboard Pressure Address space
Tuple Multiplication sign Range (statistics) Execution unit Virtual machine Set (mathematics) Valuation (algebra) Open set Shape (magazine) Bit Discrete element method Dimensional analysis Number Degree (graph theory) Query language Videoconferencing Metropolitan area network Shift operator Myspace Information Kolmogorov complexity Self-balancing binary search tree Projective plane Dimensional analysis Range (statistics) Basis <Mathematik> Category of being Network topology Order (biology) Key (cryptography) Object (grammar) Game theory Representation (politics) Reading (process) Spacetime Address space
Point (geometry) Rectangle Dialect Information Algorithm Web page Point (geometry) Projective plane Curve Maxima and minima Range (statistics) Incidence algebra Predicate (grammar) Law of large numbers Emulation Product (business) Network topology Query language Convex hull Right angle Hydraulic jump Hydraulic jump Address space
Point (geometry) Rectangle Algorithm Multiplication sign Source code Curve Disk read-and-write head Mereology Bit Emulation Power (physics) Goodness of fit Operator (mathematics) Single-precision floating-point format Query language Subject indexing Finitary relation MiniDisc Summierbarkeit Physical system Operations research Theory of relativity Mapping Real number Gender Point (geometry) Attribute grammar Bit Database transaction Mereology Vector potential Film editing Oval Uniform resource name Network topology Thermal radiation Mixed reality Perpetual motion Hydraulic jump Spacetime Row (database)
Divisor Length Multiplication sign Bit Dressing (medical) Number Array data structure Operator (mathematics) Vector graphics Subject indexing Finitary relation Row (database) Summierbarkeit Position operator Metropolitan area network Physical system Area Physical law Length Attribute grammar Position operator Number Uniform resource locator Oval Bitvektor Family Row (database) Address space
Table (information) Codierung <Programmierung> Maxima and minima Bit Variable (mathematics) Number Power (physics) Pointer (computer programming) Subject indexing Set (mathematics) Row (database) Determinant Position operator Metropolitan area network Information management Multiplication Mapping Information Real number Structural load Length Sound effect Planning Attribute grammar Database Number Uniform resource name Order (biology) Table (information) Resultant Oracle Row (database) Data compression
Ewe language Information management Real number Attribute grammar Incidence algebra Bit Emulation Mathematics Number Array data structure Graphical user interface Uniform resource name Order (biology) Bitvektor Subject indexing Row (database) Physical law Selectivity (electronic) Summierbarkeit
Reading (process) Group action Euclidean vector Codierung <Programmierung> Multiplication sign Range (statistics) 1 (number) Sheaf (mathematics) Maxima and minima Bit Law of large numbers Emulation Operator (mathematics) Vector graphics Subject indexing Query language Row (database) Selectivity (electronic) Normal (geometry) Summierbarkeit 5 (number) Multiplication Operations research Theory of relativity Key (cryptography) Mapping Real number Structural load Physical law Sampling (statistics) Range (statistics) Attribute grammar Total S.A. Array data structure Personal digital assistant Uniform resource name Computer hardware Mixed reality Video game Musical ensemble Family Row (database)
Point (geometry) Reading (process) Functional (mathematics) Euclidean vector Code State of matter Codierung <Programmierung> Multiplication sign Range (statistics) Data storage device Number Product (business) Mathematics Roundness (object) Operator (mathematics) Vector graphics Subject indexing Query language Algebra Multiplication Metropolitan area network Physical system Operations research Boss Corporation Mapping Point (geometry) Basis <Mathematik> Lattice (order) Hand fan Basis <Mathematik> Personal digital assistant Different (Kate Ryan album) Ranking Family Physical system Local ring
Principal ideal Boss Corporation Codierung <Programmierung> Correspondence (mathematics) Electronic mailing list 1 (number) Counting Range (statistics) Special unitary group Line (geometry) Distance Web 2.0 Arithmetic mean Vector graphics Subject indexing Query language Whiteboard Normal (geometry) Wide area network
Suspension (chemistry) Table (information) Dependent and independent variables Multiplication sign Online help Raster graphics Mereology Dimensional analysis Mechanism design Network topology Read-only memory Semiconductor memory Befehlsprozessor Operator (mathematics) Subject indexing Query language Selectivity (electronic) Metropolitan area network Social class Modal logic Multiplication sign Multiplication Point (geometry) Dimensional analysis Range (statistics) Flow separation Array data structure Number Fraction (mathematics) Personal digital assistant Network topology Mixed reality Speech synthesis Social class Musical ensemble Table (information) Family Geometry
Point (geometry) Euclidean vector Table (information) Gender Code Connectivity (graph theory) Data storage device Mereology Bit Event horizon Law of large numbers Geometry Order (biology) Strategy game Network topology Term (mathematics) Operator (mathematics) Subject indexing Query language Selectivity (electronic) Summierbarkeit Booting Multiplication Mathematical optimization Physical system Operations research Dialect Key (cryptography) Mapping Building Dimensional analysis Range (statistics) Attribute grammar Menu (computing) Basis <Mathematik> Database normalization Shooting method Personal digital assistant Computer hardware Network topology Website Object (grammar) Game theory Hydraulic jump Green computing
Partition (number theory) View (database) Mathematical optimization
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