ÆÛ    Áö

 

  : FuzzyCLIPS : FuzzyCLIPS is an extension of the CLIPS (C Language Integrated Production System) expert system shell from NASA. It was developed by the Integrated Reasoning Group of the Institute for Information Technology of the National Research Council of Canada and has been widely distributed for a number of years.  fuzzyclips download

A

American Heuristics Corporation  : AFFM : The Adaptive Fuzzy Feature Map (AFFM) is a self-organizing system that is used to look at large amounts of data and detect patterns within that data. Its feature set is rich and makes it unique in the data mining and pattern recognition worlds.

Aptronix Inc  : FIDE : FIDE (Fuzzy Inference Development Enviroment) is a complete environment for the development of fuzzy logic-based system. Fide provides system engineers with the most effective fuzzy tools in the industry.

FIDE is an easy to use software development environment which supports all phases of application development: concept, design, tuning, simulation and implementation. While easy to use, FIDE incorporates advanced capabilities which enable developers to improve productivity and system performance while reducing hardware costs and decreasing the time to bring products to market.

Attar Software  : XpertRule Knowledge Builder : Knowledge Builder is an enterprise strength environment for developing and deploying knowledge-based applications and components.

Fuzzy Logic can also be used where there are applications, such as performance assessment and diagnostics, in which the human expert applies fuzzy reasoning in their decision making. The following rule is an example of such reasoning:

IF income is low AND person is young THEN credit limit is low

This rule is fuzzy because of the imprecise definitions of "income", "young" and "credit limit". Knowledge Builder allows you to implement such fuzzy reasoning which can be integrated seamlessly with crisp reasoning and with GA optimization. This leads to accurate systems using small rules sets. For more detail please see the white paper on Fuzzy Logic in Knowledge Builder.

F

Flexible Intelligence Group  : Flex Tool (FS) : With FlexTool software, you can build the computationally intelligent systems using soft computing techniques like fuzzy systems (FS), genetic algorithms (GA), evolutionary algorithms (EA), neural networks (NN), and chaos theory.

    : FlexTool (EF) : The combinations of FlexTool (FS) & FlexTool (EA).

EA Types: Generational GA, Micro GA, Flex GA 

Selection: Tournament, Roulette wheel, and Ranking 

Crossover: One point, two point, and multiple point 

Mutation: Bit and real mutations 

Niching: Identify multiple solutions

G

Gensym Corporation  : G2 : G2 is a comprehensive, object-oriented environment for rapidly building and deploying mission-critical, expert applications that dramatically improve complex business operations. With G2 as the foundation for expert operations applications, organizations achieve higher levels of efficiency, availability, responsiveness, consistency and quality. G2's ability to capture knowledge combined with its rapid development environment make it a powerful solution platform for Original Equipment Manufacturers (OEMs), Value Added Resellers (VARs), System Integrators (SIs) and consultants.

L

Logic Programming Associates**  : FLINT : FLINT - the Fuzzy Logic INferencing Toolkit

FLINT is a versatile fuzzy logic inferencing system that makes fuzzy logic technology and fuzzy rules available within a sophisticated programming environment. The advantages of fuzzy logic expert systems compared to non-fuzzy expert systems are that they typically require fewer rules, need fewer variables, use a linguistic rather than a numerical description, and can relate output to input for any device without needing to understand the device's inner workings.

    : FLEX : flex - a hybrid expert system shell

flex is an expressive and powerful expert system toolkit which supports frame-based reasoning with inheritance, rule-based programming and data-driven procedures fully integrated within a logic programming environment. To make these constructs accessible in an intuitive way, flex contains its own dedicated English-like Knowledge Specification Language (KSL). While flex contains direct support for fuzzy logic and uncertainty, there are times when these features are useful in pure Prolog environments: "Flint" is just such a product, comprising the fuzzy logic component of flex, extracted into a library for direct use in WIN-PROLOG programs

M

Megaputer Intelligence  : PolyAnalyst : PolyAnalyst 4.5 , the jewel of our product line, is the most complete and versatile suite of unique knowledge discovery algorithms in the world. The system provides simple connectivity with data storage architectures, an easy-to-use visual workspace, and a broad range of machine learning algorithms. PolyAnalyst is the first data mining system to utilize the COM architecture, facilitating simple data scoring with the help of models developed by PolyAnalyst's knowledge discovery engines.

PolyAnalyst provides the following machine learning algorithms for data exploration:

    : PolyAnalyst COM : PolyAnalyst COM, the industry's first comprehensive toolkit of COM-based (Component Object Model) data mining algorithms, was developed in 1998. Individual data mining algorithms can be purchased as separate modules and swiftly integrated into an external decision support system with the help of simple integration tools, such as Visual Basic for Applications. PolyAnalyst COM makes a broad selection of advanced data mining algorithms available to the developers of analytical business applications.

Metus Systems  : Fuzzy Data Explorer

MIT GmbH  : DataEngine V.i : DataEngine is the software tool for intelligent data analysis which unites statistical methods with neural networks and fuzzy technologies. It is essential for the success of your data mining projects that you do not spend more time than absolutely necessary to complete the individual steps.

N

Neusciences  : NeuFuzzy : Neusciences' Neufuzzy provides a rare capability to combine the benefits of rule based fuzzy logic with the data derived knowledge of neural computing.Neufuzzy provides users enhanced solutions through the integration of Intelligence Technologies.

*The Neufuzzy object in Neuframe is a joint development between Neusciences and the University of Southampton ISIS Group

S

Sonalysts Inc  : Fuzzy Systems Consulting : Sonalysts Fuzzy Systems Solutions specializes in applying fuzzy solutions to a myriad of complex problems.

    : Fuzzy Query : Fuzzy Query is a Win32 based application that allows the user to conduct database queries using the power and semantic flexibility of Fuzzy SQL. Designed to run in conjunction with ODBC-compliant database management systems (DBMSs), Fuzzy Query takes you to the next level of information analysis. It lets you explore the endless possibilities in your database. Its flexible, easy to use design provides information beyond the harsh restrictions of algebra and crisp relational operators.

    : Fuzzy Query for Excel : Fuzzy Query TM for Excel is a Microsoft Æ Excel 97 add-in that brings Fuzzy Query functionality to the world's most popular spreadsheet application. 

T

The MathWorks Inc  : Fuzzy Logic Toolbox : Design and simulate fuzzy logic systems . This toolbox extends the MATLAB environment to support the design of fuzzy logic based systems. The Fuzzy Logic Toolbox provides a graphical user interface to guide you through the steps of fuzzy design and functions for the latest fuzzy logic methods, such as fuzzy clustering and adaptive neuro-fuzzy learning.

    : MATLAB® 6.1 : The Language of Technical Computing. MATLAB integrates mathematical computing, visualization, and a powerful language to provide a flexible environment for technical computing. The open architecture makes it easy to use MATLAB and its companion products to explore data, create algorithms, and create custom tools that provide early insights and competitive advantages.