Software
Category Name Ver. Note  
Agent-Based Computational Economics EcoNet ( Consumer Behavior Simulator )      
SNG ( Network Generator )      
Trading Strategies ( Financial Data Mining)      
ACE - Lottery Market      
ACE-Innovation Model      
Multi-Asset Agent-Based Artificial Stock Market      
Double Auction Market AIE-DA, version 2 5  
Double Auction Market 4  
Double Auction Market 3  
Double Auction Market 2  
Double Auction Market 1  
Artificial Stock Market Jebo Version    
Artificial Stock Market    
Overlapping Generation Models      
Evolutionary Games      
Speculators      
Cobweb Model      
Financial Data Mining Option Pricing Gen1-111    
Volatility Forecasting Gen2-111    
Price Forecasting Gen1-111    

 

 

   
 
軟體類別 Data Mining
軟體名稱 1.StarProbe - Visual Data Miner with extra strength clustering
版本  --
介紹

 

The following web-pages provide terse core features of StarProbe; www.roselladb.com/starprobe.htm  
www.roselladb.com/hotcluster.htm  

Additional information is available from the following documents; www.roselladb.com/StarProbe_Brochure.pdf  
www.roselladb.com/StarProbe_Tools.pdf  

free academic license is available for university teaching courses. Especially welcome from marketing and management schools! StarProbe is good value for teaching since it runs on various students computers: Windows, Mac OS X, Linux, Solaris, FreeBSD over web-browsers, while providing best tools. 

Generally, StarProbe stands out in the following points from the rest. If you are interested in detail, please follow the links. 

1. Crossplatform, web-deployable (network computing) 
Ideal for large research organizations with many users using different computer systems. 
Deployment and maintenance is very simple. 
www.roselladb.com/StarProbe_TechInfo.pdf

 
2. Star schema based 
This allow easy inclusion of dimensional data such as geographic and census data. Ideal for data warehouse environment.


3. Hotspot analysis 
Very powerful general purpose analytic tool 
Can be used for cluster analysis 
www.roselladb.com/Hotspot_analysis.pdf


4. Powerful neural clustering 
SOM-based tool powerful statistical visualizations

5. Crammer decision tree supported 
(Arguably) The best decision tree criterion 
This produce generally most compact trees which may work better with unseen data. 
www.roselladb.com/crammertree.htm 

相關連結 http://www.kdnuggets.com/news/2005/n05/5i.html

 

 

軟體類別

Data Mining

軟體名稱

2. Tiberius  ScoreCard Monitor

版本

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介紹

 

The Tiberius scorecard monitor lets you easily track your scorecard through time, giving instant indication of performance degradation or the need for recalibration. It is not limited to scorecard monitoring, as it can be used to produce a host of statistical measures and plots for any classification model, allowing instant comparison in performance by any cohort (such as males/females train/test this year/last year etc.). 

Features include:

  • Produces several plots and performance measures including:

  • Gini

  • K-S

  • Odds/Probabilities

  • Log Odds

  • Distributions (by cohort and/or Good/Bad)

  • Plots standard odds

  • Recalibrate to standard odds (manually or automatically)

  • Overlays cohorts on the same plot

相關連結

http://www.philbrierley.com/

 

 

軟體類別

Data Mining

軟體名稱

3. Databionic ESOM Tools

版本

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介紹

 

The Databionic ESOM Tools is a suite of programs to perform data mining tasks like clustering, visualization, and classification with Emergent Self-Organizing Maps (ESOM). Features include:

  • Training of ESOM with different initialization methods, training algorithms, distance functions, parameter cooling strategies, ESOM grid topologies, and neighborhood kernels.

  • Visualization of high dimensional dataspace with U-Matrix, P-Matrix, Component Planes, SDH, and more.

  • Animated visualization of the training process.

  • Interactive, explorative data analysis and clustering by linking ESOM to the training data, data classifications, and data descriptions.

  • Creation of ESOM classifier and automated application to new data.

  • Creation of non-redundant U-Maps from toroid ESOM.

The ESOM Tools are being developed by the Databionics Research Group at the University of Marburg, Germany. The ESOM Tools are written in Java for maximum portability and published under the terms of the GPL.

相關連結

http://databionic-esom.sourceforge.net/

 

 

軟體類別

Data Mining

軟體名稱

4. Purple Insight

版本

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介紹

 

Analytical Data Mining discovers patterns in data. Using Visualization:
  • Accelerates the process
  • Utilizes the brain's pattern recognition abilities
  • Facilitates interactivity and collaboration
  • Highlights patterns, trends and outliers
  • Aids distribution and action on results
To view or download a presentation demonstrating a typical data analysis process and how visualization is valuable at each stage in that process please visit: http://www.purpleinsight.com/downloads/presentations.shtml
相關連結

http://www.purpleinsight.com/downloads/presentations.shtml

 

 

軟體類別

Data Mining

軟體名稱

5. Oracle Database 10g with Oracle Data Mining

版本

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介紹

 

helps users find hidden patterns in their data and discover valuable insights. Oracle Data Mining eliminates data movement, speeds data mining, simplifies model deployment, and delivers unrivaled security and scalability. And you can now simultaneously build predictive models and advanced business intelligence applications.
相關連結

http://www.kdnuggets.com/news/2005/n10/23i.html



軟體類別

Data Mining

軟體名稱

6. New XELOPES

版本

 1.3.1

介紹

 

The new Version 1.3.1 of the prudsys XELOPES Data Mining library has been released.

The XELOPES library is an open platform-independent and data-source-independent library for Embedded Data Mining. It was developed in close cooperation between the German Data Mining specialist prudsys AG and the Russian MDA specialist ZSoft Ltd.

Version 1.3.1 has a new license model and the trial version now includes a lot of fast Data Mining algorithms especially from the areas of basket and sequence analysis also in combination with Reinforcement Learning. New high-performance decision and regression tree algorithms have been added as well as improved data access classes for log and Excel files.

相關連結

http://www.kdnuggets.com/news/2005/n10/24i.html



軟體類別

Data Mining

軟體名稱

7. EqubitsFforesight 2.1:fully automated SVM predictive modeling

版本

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介紹

 

SVM's are rapidly becoming a valuable technique in the data miner's set of methods. Unfortunately, most data mining applications only possess rudimentary implementations of SVM's, requiring expert knowledge to generate the best SVM models.

Equbits is pleased to announce the release of Equbits Foresight 2.1, a fully automated SVM based predictive modeling software application. Equbits Foresight is a fully automated, easy-to-use, competitively priced desktop application built on patent pending SVM technology that provides high predictive accuracy and intuitive interpretability in a single product. Foresight can be used as a standalone application or integrated into commercially available software via a Software Developer's Kit (SDK).

Click here to download our case study that shows how Equbits Foresight SVM yielded significantly superior results when compared with SAS Enterprise Miner (Logistic Regression, Neural Nets, Trees).

To learn more about predictive modeling and how we apply SVM, please go to our website: http://www.equbits.com .

Please check out our special offer for current SAS Enterprise Miner users. To download a free copy of Equbits Foresight, please complete the form located on our website: www.equbits.com/request .

相關連結

http://www.kdnuggets.com/news/2005/n08/14i.html



軟體類別

--

軟體名稱

8. GATRee update

版本

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介紹

 

We have updated our GATree software.

Besides the usual induction and visualization, we have added options for logging intermediate results throughtout the induction.

GATree is still available for free with a limited generation/population combination.

The full version now also has two variants besides the professional one:

  • student license for use by one person only
  • academic course license: up to 200 licenses, issued at one time, for one year, to be used in the context of an AI or KDD or related course
As usual, all is available at www.gatree.com .
相關連結

http://www.kdnuggets.com/news/2005/n08/16i.html



軟體類別

--

軟體名稱

9. Visualization and Data Mining from Purple Insight

版本

 --

介紹

 

Analytical Data Mining discovers patterns in data. Using Visualization:

  • Accelerates the process
  • Utilizes the brain's pattern recognition abilities
  • Facilitates interactivity and collaboration
  • Highlights patterns, trends and outliers
  • Aids distribution and action on results
To view or download a presentation demonstrating a typical data analysis process and how visualization is valuable at each stage in that process please visit: http://www.purpleinsight.com/downloads/presentations.shtml
相關連結

http://www.kdnuggets.com/news/2005/n07/16i.html