116 Maxminer PPTs View free & download

Association Rule Mining - MaxMiner PowerPoint PPT Presentation

Association Rule Mining - MaxMiner - Algorithms Apriori and FP-Growth. Max and closed patterns ... If AC is NOT frequent, remove C from the parenthesis before expanding. (ABCD) A (BCD) ...

Algorithms Apriori and FP-Growth. Max and closed patterns ... If AC is NOT frequent, remove C from the parenthesis before expanding. (ABCD) A (BCD) ...

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Presentation: Pedro Gabriel Ferreira PowerPoint PPT Presentation

Presentation: Pedro Gabriel Ferreira - JISBD'2005: X Jornadas sobre Ingenier a del Software y Bases de Datos, 16 of ... Algorithms: Apriori, Eclat, FP-Growth, Closet, MaxMiner, DCI, DIC, Mafia...

JISBD'2005: X Jornadas sobre Ingenier a del Software y Bases de Datos, 16 of ... Algorithms: Apriori, Eclat, FP-Growth, Closet, MaxMiner, DCI, DIC, Mafia...

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GenMax - ... itemsets in the MFI. 2. Frequency testing : ... LMFI := Local MFI ... The Databases used in the experiments are grouped according to the MFI length distribution ...

... itemsets in the MFI. 2. Frequency testing : ... LMFI := Local MFI ... The Databases used in the experiments are grouped according to the MFI length distribution ...

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Recap: Mining association rules from large datasets PowerPoint PPT Presentation

Recap: Mining association rules from large datasets - Recap: Mining association rules from large datasets * * * * * * * * * * * * * * * * * * * * * * Maximal vs Closed Frequent Itemsets Minimum support = 2 # Closed = 9 ...

Recap: Mining association rules from large datasets * * * * * * * * * * * * * * * * * * * * * * Maximal vs Closed Frequent Itemsets Minimum support = 2 # Closed = 9 ...

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Association Rules PowerPoint PPT Presentation

Association Rules - Association Rules Market Baskets Frequent Itemsets A-Priori Algorithm *

Association Rules Market Baskets Frequent Itemsets A-Priori Algorithm *

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Cluster Analysis PowerPoint PPT Presentation

Cluster Analysis - ... analysis to externally known results, e.g., to externally given class labels. ... the extent to which cluster labels match externally supplied class labels. ...

... analysis to externally known results, e.g., to externally given class labels. ... the extent to which cluster labels match externally supplied class labels. ...

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Chapter 5: Mining Frequent Patterns, Association and Correlations PowerPoint PPT Presentation

Chapter 5: Mining Frequent Patterns, Association and Correlations - Efficient and scalable frequent itemset mining methods. Mining various kinds of ... Pattern analysis in spatiotemporal, multimedia, time-series, and stream data ...

Efficient and scalable frequent itemset mining methods. Mining various kinds of ... Pattern analysis in spatiotemporal, multimedia, time-series, and stream data ...

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Association Rule Mining II PowerPoint PPT Presentation

Association Rule Mining II - Step 2: pruning. For each itemset c in Ck do ... Many item combinations can be pruned. The Apriori Algorithm. Ck: Candidate itemset of size k ...

Step 2: pruning. For each itemset c in Ck do ... Many item combinations can be pruned. The Apriori Algorithm. Ck: Candidate itemset of size k ...

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Frequent Patterns II PowerPoint PPT Presentation

Frequent Patterns II - Mining long patterns needs many passes of scanning and generates lots of candidates ... User flexibility: provides constraints on what to be mined ...

Mining long patterns needs many passes of scanning and generates lots of candidates ... User flexibility: provides constraints on what to be mined ...

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CS590D: Data Mining Prof. Chris Clifton PowerPoint PPT Presentation

CS590D: Data Mining Prof. Chris Clifton - An implication expression of the form X Y, where X and Y are itemsets. Example: ... Dynamic itemset counting and implication rules for market basket data. In SIGMOD'97 ...

An implication expression of the form X Y, where X and Y are itemsets. Example: ... Dynamic itemset counting and implication rules for market basket data. In SIGMOD'97 ...

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What Is Frequent Pattern Analysis? PowerPoint PPT Presentation

What Is Frequent Pattern Analysis? - What Is Frequent Pattern Analysis? Frequent pattern: a pattern (a set of items, subsequences, substructures, etc.) that occurs frequently in a data set

What Is Frequent Pattern Analysis? Frequent pattern: a pattern (a set of items, subsequences, substructures, etc.) that occurs frequently in a data set

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Chapter 6: Mining Association Rules from Data PowerPoint PPT Presentation

Chapter 6: Mining Association Rules from Data - Finding frequent patterns, associations, correlations, or causal structures ... Eclat/MaxEclat and VIPER: Exploring Vertical Data Format ...

Finding frequent patterns, associations, correlations, or causal structures ... Eclat/MaxEclat and VIPER: Exploring Vertical Data Format ...

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Business Systems Intelligence: 4' Mining Association Rules PowerPoint PPT Presentation

Business Systems Intelligence: 4' Mining Association Rules - These notes are based (heavily) on those provided by the authors to accompany ' ... ECLAT (Equivalence CLASS Transformation) algorithm ...

These notes are based (heavily) on those provided by the authors to accompany ' ... ECLAT (Equivalence CLASS Transformation) algorithm ...

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Chapter 5: Mining Frequent Patterns, Association and Correlations - ... cross-marketing, catalog design, sale campaign analysis, Web ... Interior node ... Improving Apriori: general ideas. Reduce passes of transaction ...

... cross-marketing, catalog design, sale campaign analysis, Web ... Interior node ... Improving Apriori: general ideas. Reduce passes of transaction ...

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Parte 3 - Title: PowerPoint Presentation Author: cynthia Last modified by: Departamento de Informatica Created Date: 3/16/2004 2:27:57 PM Document presentation format

Title: PowerPoint Presentation Author: cynthia Last modified by: Departamento de Informatica Created Date: 3/16/2004 2:27:57 PM Document presentation format

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Frequent Pattern Queries with Constraints Language Algorithms PowerPoint PPT Presentation

Frequent Pattern Queries with Constraints Language Algorithms - (Language Algorithms) Francesco Bonchi, Fosca Giannotti, Dino Pedreschi ... Supervisors: Dr. Fosca Giannotti, Prof. Dino Pedreschi ...

(Language Algorithms) Francesco Bonchi, Fosca Giannotti, Dino Pedreschi ... Supervisors: Dr. Fosca Giannotti, Prof. Dino Pedreschi ...

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Gi - ... Peri dicos * Software Decision Maker http://infolab.umdnj.edu/windm/ DATA by TreeAge http://www.treeage.com ... model should be a rational ... Markov, rvore ...

... Peri dicos * Software Decision Maker http://infolab.umdnj.edu/windm/ DATA by TreeAge http://www.treeage.com ... model should be a rational ... Markov, rvore ...

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Equilibrium refinements in computational game theory PowerPoint PPT Presentation

Equilibrium refinements in computational game theory - Title: Strategic Game Playing and Equilibrium Refinements Author: Peter Bro Miltersen Last modified by: Dit brugernavn Created Date: 11/3/2006 5:11:13 PM

Title: Strategic Game Playing and Equilibrium Refinements Author: Peter Bro Miltersen Last modified by: Dit brugernavn Created Date: 11/3/2006 5:11:13 PM

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3. Two-Person Zero-Sum Games PowerPoint PPT Presentation

3. Two-Person Zero-Sum Games - 3. Two-Person Zero-Sum Games 3.1 Strategic Form. The simplest mathematical description of a game is the strategic form. For a two-person zero-sum game, the payoff ...

3. Two-Person Zero-Sum Games 3.1 Strategic Form. The simplest mathematical description of a game is the strategic form. For a two-person zero-sum game, the payoff ...

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OUTLINE - 8 OUTLINE (Array) 1 2

8 OUTLINE (Array) 1 2

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Analysis of Multiple QSAR Models - A Basis for Experimental Design PowerPoint PPT Presentation

Analysis of Multiple QSAR Models - A Basis for Experimental Design - ... CV-R2 0.81 vs 0.79 Multiple Models Consider many possible models All equally probable Use quantitative and ... GFA Relationship ... Structure-Activity ...

... CV-R2 0.81 vs 0.79 Multiple Models Consider many possible models All equally probable Use quantitative and ... GFA Relationship ... Structure-Activity ...

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Topology Control and Mobility Management in Mobile Ad Hoc Networks PowerPoint PPT Presentation

Topology Control and Mobility Management in Mobile Ad Hoc Networks - Topology Control and Mobility Management in Mobile Ad Hoc Networks Fei Dai and JIe Wu Department of Electrical and Computer Engineering North Dakota State University

Topology Control and Mobility Management in Mobile Ad Hoc Networks Fei Dai and JIe Wu Department of Electrical and Computer Engineering North Dakota State University

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@ Decision Neuroscience Scott Huettel, Duke University PowerPoint PPT Presentation

@ Decision Neuroscience Scott Huettel, Duke University - between the measurable uncertainty and an unmeasurable one we may use the term ... 'Information occurs only if there exists some a priori uncertainty, and the ...

between the measurable uncertainty and an unmeasurable one we may use the term ... 'Information occurs only if there exists some a priori uncertainty, and the ...

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Ethical Norms Realizing Pareto-Efficiency in Two-Person Interactions: PowerPoint PPT Presentation

Ethical Norms Realizing Pareto-Efficiency in Two-Person Interactions: - Title: Ethical Norms Realizing Pareto-Efficiency in Two-Person Iterations Subject: Game Theoretic Analysis with Social Motives Author: Masayoshi MUTO

Title: Ethical Norms Realizing Pareto-Efficiency in Two-Person Iterations Subject: Game Theoretic Analysis with Social Motives Author: Masayoshi MUTO

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Encaminhamento com QoS PowerPoint PPT Presentation

Encaminhamento com QoS - Encaminhamento com QoS Sistemas Telem ticos LESI Grupo de Comunica es por Computador

Encaminhamento com QoS Sistemas Telem ticos LESI Grupo de Comunica es por Computador

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MATLAB Optimization Toolbox PowerPoint PPT Presentation

MATLAB Optimization Toolbox - Optimization options passed to the routines change optimization parameters. Default optimization parameters can be changed through an options structure. ...

Optimization options passed to the routines change optimization parameters. Default optimization parameters can be changed through an options structure. ...

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Teor - Investigaci n de Operaciones II Teor a de Decisi n La Investigaci n de Operaciones en la toma de Decisiones Maestro Ing. Julio Rito Vargas Avil s.

Investigaci n de Operaciones II Teor a de Decisi n La Investigaci n de Operaciones en la toma de Decisiones Maestro Ing. Julio Rito Vargas Avil s.

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Data Mining Tutorial PowerPoint PPT Presentation

Data Mining Tutorial - If not, at least we have pruned all its supersets. Jump ahead schemes: Bayardo's MaxMine ... Downward closure (frequent sets) is a pruning property ...

If not, at least we have pruned all its supersets. Jump ahead schemes: Bayardo's MaxMine ... Downward closure (frequent sets) is a pruning property ...

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An - Title: Modelos de Decisi n (I) Subject: Investigaci n de Operaciones III Author: Dr. Viterbo H. Berberena G. Last modified by: Wbaldo Londo o Created Date

Title: Modelos de Decisi n (I) Subject: Investigaci n de Operaciones III Author: Dr. Viterbo H. Berberena G. Last modified by: Wbaldo Londo o Created Date

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F - F ggv ny br zol s I.

F ggv ny br zol s I.

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Triangulations for computer graphics applications - Triangulations for computer graphics applications

Triangulations for computer graphics applications

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Jie Wu - COT 6930 Ad Hoc Networks (Part III) Jie Wu Department of Computer Science and Engineering Florida Atlantic University Boca Raton, FL 33431 ...

COT 6930 Ad Hoc Networks (Part III) Jie Wu Department of Computer Science and Engineering Florida Atlantic University Boca Raton, FL 33431 ...

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New Development in the AppLeS Project or User-Level Middleware for the Grid PowerPoint PPT Presentation

New Development in the AppLeS Project or User-Level Middleware for the Grid - New Development in the AppLeS Project or User-Level Middleware for the Grid Francine Berman University of California, San Diego The Evolving Grid The Evolving Grid ...

New Development in the AppLeS Project or User-Level Middleware for the Grid Francine Berman University of California, San Diego The Evolving Grid The Evolving Grid ...

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Job Shop Reformulation of Vehicle Routing PowerPoint PPT Presentation

Job Shop Reformulation of Vehicle Routing - Side constraints may be present (e.g., time windows, precedence constraints) ... many temporal relationships among activities (precedence constraints) ...

Side constraints may be present (e.g., time windows, precedence constraints) ... many temporal relationships among activities (precedence constraints) ...

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Tema 06: Introducci PowerPoint PPT Presentation

Tema 06: Introducci - E S P G MAESTR A EN INGENIERIA DE SISTEMAS E INFORM TICA ADMINISTRACI N DE TECNOLOG AS DE INFORMACI N Tema 06: Introducci n a la Programaci n Concurrente

E S P G MAESTR A EN INGENIERIA DE SISTEMAS E INFORM TICA ADMINISTRACI N DE TECNOLOG AS DE INFORMACI N Tema 06: Introducci n a la Programaci n Concurrente

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Data Mining Tutorial - Data Mining Tutorial Tomasz Imielinski Rutgers University What is data mining? Finding interesting, useful, unexpected Finding patterns, clusters, associations ...

Data Mining Tutorial Tomasz Imielinski Rutgers University What is data mining? Finding interesting, useful, unexpected Finding patterns, clusters, associations ...

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Enhancing TCP Fairness in Ad Hoc Wireless Networks Using Neighborhood RED PowerPoint PPT Presentation

Enhancing TCP Fairness in Ad Hoc Wireless Networks Using Neighborhood RED - Current node is on the path of one or more flows ... ail.tju.edu.cn/report/kt-liuyan.ppt#256,1,Investigation on Neighborhood in Ad ...

Current node is on the path of one or more flows ... ail.tju.edu.cn/report/kt-liuyan.ppt#256,1,Investigation on Neighborhood in Ad ...

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Adaptive Computing on the Grid PowerPoint PPT Presentation

Adaptive Computing on the Grid - AppLeS applications are 'point solutions' ... AppLeS 'templates' are user-level middleware designed to promote performance and ...

AppLeS applications are 'point solutions' ... AppLeS 'templates' are user-level middleware designed to promote performance and ...

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CSE%20450/598%20Design%20and%20Analysis%20of%20Algorithms PowerPoint PPT Presentation

CSE%20450/598%20Design%20and%20Analysis%20of%20Algorithms - none

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Laura Ashley and Federal Express PowerPoint PPT Presentation

Laura Ashley and Federal Express - Laura Ashley and Federal Express Strategic Alliance Team 1 Charlotte Chen Jessica Crane Dave Christensen Emilio Fabico Beau Herman Shane Hunt Background Laura Ashley ...

Laura Ashley and Federal Express Strategic Alliance Team 1 Charlotte Chen Jessica Crane Dave Christensen Emilio Fabico Beau Herman Shane Hunt Background Laura Ashley ...

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Chapter 6: Income Redistribution PowerPoint PPT Presentation

Chapter 6: Income Redistribution - Chapter 6: Income Redistribution If the government actively pursues a policy of equitable distribution, what is considered equitable? As always, EQUITY and EFFICIENCY ...

Chapter 6: Income Redistribution If the government actively pursues a policy of equitable distribution, what is considered equitable? As always, EQUITY and EFFICIENCY ...

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Multiple Criteria Optimization and Interactive Procedures PowerPoint PPT Presentation

Multiple Criteria Optimization and Interactive Procedures - Taipei July 2006. 1. Multiple Criteria Optimization and Interactive Procedures ... Filter to obtain the 8 most different among the 1,833 closets to z(2) ...

Taipei July 2006. 1. Multiple Criteria Optimization and Interactive Procedures ... Filter to obtain the 8 most different among the 1,833 closets to z(2) ...

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Problems With Decision Criteria PowerPoint PPT Presentation

Problems With Decision Criteria - Problems With Decision Criteria Transparencies for chapter 2

Problems With Decision Criteria Transparencies for chapter 2

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Introduction to Pointers Pointers and Functions - Introduction to Pointers Pointers and Functions

Introduction to Pointers Pointers and Functions

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MATLAB Optimization Toolbox - Title: MATLAB Optimization Toolbox Author: rmbhatt Last modified by: Farrukh Created Date: 2/7/2003 10:06:44 PM Document presentation format: On-screen Show

Title: MATLAB Optimization Toolbox Author: rmbhatt Last modified by: Farrukh Created Date: 2/7/2003 10:06:44 PM Document presentation format: On-screen Show

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ANALISI%20ECONOMICA%20DELLA%20POVERTA PowerPoint PPT Presentation

ANALISI%20ECONOMICA%20DELLA%20POVERTA - Title: PowerPoint Presentation Last modified by: Serena Created Date: 1/1/1601 12:00:00 AM Document presentation format: Presentazione su schermo Other titles

Title: PowerPoint Presentation Last modified by: Serena Created Date: 1/1/1601 12:00:00 AM Document presentation format: Presentazione su schermo Other titles

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Parallel Programming with MPI- Day 3 - Parallel Programming with MPI Day 3

Parallel Programming with MPI Day 3

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Internet%20Protocols PowerPoint PPT Presentation

Internet%20Protocols - Internet Protocols. Steven Low. CS/EE. netlab.CALTECH.edu. October 2004 ... Critical, yet difficult, to understand and optimize ...

Internet Protocols. Steven Low. CS/EE. netlab.CALTECH.edu. October 2004 ... Critical, yet difficult, to understand and optimize ...

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Radio Resource Management PowerPoint PPT Presentation

Radio Resource Management - [Aein 73, Nettleton 83, Zander 92, Foschini&Miljanic 93] Integrated BS Assignment ... Pottie 94], [Andersin, Rosberg, Zander 95] Note: Adaptive PC analysis ...

[Aein 73, Nettleton 83, Zander 92, Foschini&Miljanic 93] Integrated BS Assignment ... Pottie 94], [Andersin, Rosberg, Zander 95] Note: Adaptive PC analysis ...

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Load Balancing Part 2: Static Load Balancing PowerPoint PPT Presentation

Load Balancing Part 2: Static Load Balancing - Load balancing differs with properties of the tasks (chunks of work) ... Work stealing. Work stealing. Work stealing. Task tree (unknown shape) Self Scheduling ...

Load balancing differs with properties of the tasks (chunks of work) ... Work stealing. Work stealing. Work stealing. Task tree (unknown shape) Self Scheduling ...

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AMBIGUITY%20AND%20UNCERTAINTY%20IN%20ELLSBERG%20AND%20SHACKLE%20Marcello%20Basili%20and%20Carlo%20Zappia PowerPoint PPT Presentation

AMBIGUITY%20AND%20UNCERTAINTY%20IN%20ELLSBERG%20AND%20SHACKLE%20Marcello%20Basili%20and%20Carlo%20Zappia - George L. S. Shackle and Daniel Ellsberg represent two main positions among the ... Shackle (1949 and 1955) insisted that the notion of uncertainty could not be ...

George L. S. Shackle and Daniel Ellsberg represent two main positions among the ... Shackle (1949 and 1955) insisted that the notion of uncertainty could not be ...

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Information Systems as a Foundational Discipline for Contemporary Business PowerPoint PPT Presentation

Information Systems as a Foundational Discipline for Contemporary Business - Gabelli School of Business Roger Williams University, Bristol ... Information Systems as a Foundational Discipline for Contemporary ... ABET. AACSB ...

Gabelli School of Business Roger Williams University, Bristol ... Information Systems as a Foundational Discipline for Contemporary ... ABET. AACSB ...

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Information Systems as a Foundational Discipline for Contemporary Business - Gabelli School of Business Roger Williams University, Bristol RI. ISECON 2004 ... Alan Kay and Ted Nelson argued for students to create their own systems. ...

Gabelli School of Business Roger Williams University, Bristol RI. ISECON 2004 ... Alan Kay and Ted Nelson argued for students to create their own systems. ...

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Graph Transformations for Vehicle Routing and Job Shop Scheduling Problems PowerPoint PPT Presentation

Graph Transformations for Vehicle Routing and Job Shop Scheduling Problems - Graph Transformations for Vehicle Routing and Job Shop Scheduling Problems ... Go find vehicle tours with min travel. ICGT 2002, E. Selensky. 6. Job Shop Scheduling ...

Graph Transformations for Vehicle Routing and Job Shop Scheduling Problems ... Go find vehicle tours with min travel. ICGT 2002, E. Selensky. 6. Job Shop Scheduling ...

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Instruction Scheduling Using MaxMin Ant System Optimization PowerPoint PPT Presentation

Instruction Scheduling Using MaxMin Ant System Optimization - Instruction Scheduling Using. Max-Min Ant System Optimization ... A multi-agent cooperative searching method. A new way for combining global/local heuristics ...

Instruction Scheduling Using. Max-Min Ant System Optimization ... A multi-agent cooperative searching method. A new way for combining global/local heuristics ...

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Object Oriented Analysis and Design using UML PowerPoint PPT Presentation

Object Oriented Analysis and Design using UML - The best theory explains the known facts with a minimum amount of complexity and ... 'What about coffee wagons, food trucks, and ice cream vendors? ...

The best theory explains the known facts with a minimum amount of complexity and ... 'What about coffee wagons, food trucks, and ice cream vendors? ...

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