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  : 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

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Acquired Intelligence Inc  : ACQUIRE® : ACQUIRE® is a software package that helps a layperson build expert system applications. Its knowledge acquisition system helps you construct a knowledge base to represent expertise while its inference engine lets others use that knowledge in an application that interacts with users to gather information about their situation, applies rules from the knowledge-base, and delivers answers. Please visit the links listed below to learn about the key features and concepts underlying ACQUIRE® and then consider its advantages and compare it to other approaches.

    : Radio Interference Advisor

    : Laboratory Advisor Systems (LAS)

    : ACQUIRE®-SDK 2.1 : The Acquire Software Development Kit (SDK) lets you integrate the Acquire inference engine and knowledge bases into your applications. You can build intelligent applications using many popular development environments -- including Visual Basic, Visual C++, Java, Delphi, PowerBuilder, ToolBook -- or any other development environment that supports ActiveX controls or DLL function calls.

A I Developers Inc.  : EZ-Xpert 2.2 : EZ-Xpert 2.2 is the only expert system development tool with Guaranteed Verification! It is so fast and easy that your Mother*can build 29 verified, refined, high-performance expert systems in one hour with our certified code generators.

EZ-Xpert 2.2 is a revolutionary approach to building high-performance production rule expert systems. Its menu-driven approach and extensive error-testing means that anyone can build robust expert systems for any of the leading expert system software packages.

Supports: ART*, Business Rules Studio, CLIPS R/2 and COOL, EXSYS, Level\5, M.4, OPS/R2, PROLOG, VP-Expert, and WebLS

Amzi! Inc  : KnowledgeWright : KnowledgeWright® is the next generation of high-level expert system development tools from Amzi!. It is the successor to WebLS® and SupportKT. It has a full graphical interface for knowledgebase development and testing. Plus, KnowledgeWright can be customized to suit many different knowledge domains and reasoning processes. download KnowledgeWright.

Attar Software  : XpertRule knowledge builder : XpertRule Knowledge Builder  : Attar's graphical environment for developing knowledge based applications or components:

    : XpertRule Miner : XpertRule Miner  : Attar's graphical data mining environment for discovering tree patterns from historic business data:

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BinNet Corporation  : BinNet Internet Programming ToolKit

BinNet Programmable Internet Search Engine : The BinNet Programmable Internet Search Engine is a state-of-the-art Web spider using intelligent heuristics for link classification and traversal. It is programmable using simple Prolog scripts to focus the search through constraints about key words and link categories.

BinProlog Internet Client Library : The BinProlog Internet Client Library is used to fetch HTML pages from a web server and run secure, high-level, rule based CGI Scripts.

BinProlog Internet Server Library: The BinProlog Internet Server Library contains a programmable, multi-threaded HTTP server component supporting multiple Prolog rule bases and efficient server side execution of Prolog programs directly. It is a quick, self contained solution to put your Prolog application on the Web, without the need for a Web server.

    : Jinni 2002 : Java Based Prolog Compiler and Intelligent Mobile  Agent Programming  ToolKit

Jinni [Java INference Engine and Networked Interactor]

Welcome to Jinni 2002, a new, lightweight, multi-threaded, Java based Prolog compiler intended to be used as a flexible scripting tool for gluing together knowledge processing components and Java objects in networked client/server applications, as well as through applets over the Web. Jinni's blackboards support multi-user synchronized transactions and interoperate with the latest version of  BinProlog, a high performance, robust Prolog system with ability to generate C/C++ code and standalone executables.  Jinni integrates a high performance pure Java based Prolog system, a GUI development library, remote predicate calls, blackboards, multiple databases and a novel Object Oriented programming layer featuring scalable large program development and code reuse through an innovative Multiple Cyclic Inheritance mechanism. Among the more mundane things you will be amazed about, when moving from an ordinary Prolog system to Jinni 2002:  Web pages or components of ZIP files are handled just as if they were ordinary Prolog files! As a multi-threaded Java program providing portable networking and Prolog style rule based reasoning, Jinni is an ideal tool for building Intelligent Agents - the next generation of Internet aware virtual assistants.

    : BinProlog Compiler : high performance Internet oriented Prolog compiler

BinProlog is a perfect tool for data mining from the Web and analyzing large data sets for decision support. Its special grammar processing and hypothetical reasoning extensions are well suited for developing powerful information retrieval tools with intelligent text processing and knowledge extraction abilities. Rule-based reasoning applications, from medical diagnosis to computer system configuration and network monitoring, can be easily built in Prolog and put on the web using our Internet Programming Toolkit, consisting of Client, Server and Search Engine components.

BinProlog provides high-level networking ( remote predicate calls, Linda blackboards, mobile code, multi-threaded execution on Windows, Linux and Solaris ), secure Internet programming (CGI scripting and multi-user server side databases) integrated with rule based reasoning components. BinProlog is the perfect tool for building Intelligent Agents - the next generation of Internet aware virtual assistants.

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CHI Systems, Inc.  : iGEN : The Cognitive Agent Software Toolkit.

iGEN is a new tool for a new type of software. Cognitive agents are autonomous software components which are able to identify problems of a specific type, solve them in a human-like manner, and implement the solutions. These agents are able to execute independently, and to manipulate other software systems and tools (e.g., query databases, send messages) as needed to solve the problem. Cognitive agents are a new concept, enabled by new technology. Conventional artificial intelligence systems, built using rule-based expert systems technology of the 1970's and 1980's, are too fragile to be true cognitive agents. iGEN was created from a simple but powerful idea -- building intelligent software by mimicking the way that humans think and solve problems. CHI Systems has put idea into practice by building iGEN around a revolutionary psychological model of how people think and solve problems. That model, called COGNET, was developed through ten years of research at CHI Systems and is a programmable model of human reasoning that provides an iGEN-built agent

COGNISYS Consultants Inc.  : Sophos 3.0 : EASY TO PROGRAM, Sophos enables your experts to convert their practical experience into a specialized software.

Cogsys Ltd  : Sophos Object : Founded in 1988, COGNISYS is a firm specialized in software and expert systems development, and specifically in productivity software tools in knowledge acquisition and knowledge base transfer. Our company offers a wide range of products and services.

Sophos Object is a software package that simplifies the development of PC-based expert systems by structuring knowledge acquisition and rule generation into one operations. Sophos Object is compatible with Level5 Object, reads PRL (*.prl) files and ensures continuous validation.

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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.

Gensym  

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Harlequin Inc  : LispWorks®  

    : Harlequin Dylan Professional Edition 1.0

    : KnowledgeWorksTM : GHG Internet Services  : CLIPS 6.2 : CLIPS is a productive development and delivery expert system tool which provides a complete environment for the construction of rule and/or object based expert systems. Created in 1985, CLIPS is now widely used throughout the government, industry, and academia.

CLIPS Download

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KDS Corporation : KDS 3

Knowledge Technologies Int'l Inc.  : GBB

KnowledgeBroker, Inc.  : ASK.ME OnLine (AMOL) : ASK.ME OnLine, KBI¡¯s industry leading, easy-to-use, low-cost Knowledge Library on the Internet, has more than 50,000 clear, step-by-step answers to common technical support FAQs.  Describe your problem, click on Search, select your solution and follow step-by-step directions - or just browse and learn.

    : KnowledgeBases

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Logic Programming Associates  : Flex Expert System Toolkit : 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

    : FLINT (Fuzzy Flex) : 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.

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Metus Systems  : Metus Tools

    : Fuzzy Data Explorer

MultiLogic, Inc.  : Exsys® Product Line

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Production Systems Technologies, Inc.  : CLIPS/R2 : CLIPS/R2 is based on NASA's popular CLIPS rule-based tool. CLIPS/R2 is fully upward-compatible with the latest version of NASA's CLIPS--CLIPS 6.x--but it adds:

For more information please see:

    : OPS/R2 : OPS/R2 is an exceptionally powerful rule language, with support for forward chaining, backward chaining, and recursive forward chaining. OPS/R2 is an enhanced version of OPS/83, one of the most widely used C-based tools for constructing rule-based systems.

For more information, please see:

    : OPSJ : OPSJ is a tool for adding rules to Java programs. The OPSJ engine is written entirely in Java; no native code is used. A rule base developed using OPSJ can be run on any machine that supports Java version 1.1 or later.

OPSJ rules can operate transparently on any Java class, including classes created by tools such as CORBA and COM (including ActiveX). Business rules can be implemented for CORBA environments quickly and naturally since the developer does not have to translate the CORBA classes into another representation.

The OPSJ rule language is fully upward-compatible with standard Java. OPSJ rules can directly invoke JDBC (Java Data Base Connectivity), JFC (the Java Foundation Classes), or any other Java package the developer needs.

For more information, please see:

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Rule Machines Corporation  : LEVEL5 Object

    : Visual Rule Studio : The rule based expert system for Visual Basic developers. Visual Rule Studio is built specifically for Visual Basic developers. Visual Rule Studio installs into Visual Basic as an ActiveX Designer. This enables you to add Business Rules to any Visual Basic project  just like adding a Form or Class Module. Your rule objects are compiled within any Visual Basic projects, enabling you to have complete freedom of use in EXE’s, DLL’s, ActiveX controls and documents, Web applications, and much more.

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StatSoft, Inc.  : STATISTICA Process Analysis : STATISTICA Process Analysis is comprised of two modules which include comprehensive implementations of process capability analysis, gage repeatability and reproducibility analysis, Weibull analysis, sampling plans, and variance components for random effects, each of which is described in the following sections.

    : STATISTICA Quality Control Charts : STATISTICA Quality Control Charts features a wide selection of quality control analysis techniques with presentation-quality charts of unmatched versatility and comprehensiveness. It is uniquely ideal for both automated shop-floor quality control systems of all types and levels of complexity (see also STATISTICA Enterprise-wide Systems, as well as sophisticated analytic and quality improvement research. A selection of automation options and user-interface shortcuts simplify routine work and practically all of the numerous graph layout options and specifications can be permanently modified (saved as system default settings or as reusable templates). Finally, STATISTICA Quality Control Charts includes powerful and easy to use facilities to custom design entirely new analytic procedures and add them permanently to the application, and those options are particularly useful when quality control analyses need to be integrated into existing data collection/monitoring systems.

    : STATISTICA Enterprise & Connectivity Solutions : StatSoft offers several lines of enterprise-wide solutions:

    : STATISTICA : STATISTICA is a comprehensive, integrated data analysis, graphics, database management, and custom application development system featuring a wide selection of basic and advanced analytic procedures for business, data mining, science, and engineering applications.

STATISTICA includes not only general purpose statistical, graphical, and analytic data management procedures, but also comprehensive implementations of specialized methods for data analysis (e.g., data mining, business, social sciences, biomedical research, or engineering applications). All analytic tools offered in the STATISTICA line of software are available to you as part of an integrated package. These tools can be controlled through a selection of alternative user interfaces and a comprehensive, industry standard (Visual Basic-based) programming language. Interactive user interfaces can be easily customized and the language (STATISTICA Visual Basic) can be used to automate tasks of any complexity, from simple macros recorded to automate a routine operation, to advanced, large scale development projects (e.g., custom analytic extensions that integrate STATISTICA with other applications or with large, enterprise-wide, Internet or Intranet-wide computing environments).

    : STATISTICA Design of Experiments : STATISTICA Design of Experiments offers an extremely comprehensive selection of procedures to design and analyze the experimental designs used in industrial (quality) research: 2**(k-p) factorial designs with blocking (for over 100 factors, including unique, highly efficient search algorithms for finding minimum aberration and maximum unconfounding designs, where the user can specify the interaction effects of interest that are to be unconfounded), screening designs (for over 100 factors, including Plackett-Burman designs), 3**(k-p) factorial designs with blocking (including Box-Behnken designs), mixed-level designs, central composite (or response surface) designs (including small central composite designs), Latin square designs, Taguchi robust design experiments via orthogonal arrays, mixture designs and triangular surfaces designs, vertices and centroids for constrained surfaces and mixtures, and D- and A-optimal designs for factorial designs, surfaces, and mixtures. The specific types of available designs, and methods for generating and analyzing them, are described in the following sections.

    : STATISTICA Neural Networks : STATISTICA Neural Networks is the most technologically advanced and best performing neural networks application on the market. It offers numerous unique advantages and will appeal not only to neural network experts (by offering to them an extraordinary selection of network types and training algorithms), but also to new users in the field of neural computing (via the unique Intelligent Problem Solver, a tool that can guide the user through the necessary procedures for creating neural networks).

STATISTICA Neural Networks has the functionality to help you through the critical design stages, including not only state-of-the-art Neural Network Architectures and Training Algorithms, but also innovative new approaches to Input Selection and Network Design. Moreover, software developers and those users who experiment with customized applications will appreciate the fact that once your prototyping experiments are completed using STATISTICA Neural Networks' simple and intuitive user interface, neural networks analyses can be incorporated in custom applications by either using the STATISTICA library of COM functions that fully expose all functionality of the program, or by using the C (C++, C#) or Visual Basic code generated by the program to aid in the deployment of fully trained networks or network ensembles.

    : STATISTICA Power Analysis : STATISTICA Power Analysis is a comprehensive, general purpose tool for helping you plan your research studies so that the sample size is appropriate for the objectives of the study. It also provides a wide variety of tools for analyzing all aspects of statistical power and sample size calculation.

Using STATISTICA Power Analysis in planning and analyzing your research, you can always be confident that you are using your resources most efficiently. Nothing is more disappointing than realizing that your research findings lack precision because your sample size was too small. On the other hand, using a sample size that is too large could be a significant waste of time and resources. STATISTICA Power Analysis will help you find the ideal sample size and enrich your research with a variety of tools for estimating confidence intervals and conducting comprehensive power analysis.

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The Haley Enterprise  : Agent OCX : Agent OCXTM encapsulates Eclipse, our rule-based inference engine, within a COM object that embeds rules in Visual Basic, Delphi, and PowerBuilder applications. Agent OCX is available separately and is included along with its source code in Cafe Rete, Rete++, and CIA Server.

    : CIA Server : CIA Server embeds dynamic rule processing within any server process using C++, Java, Visual Basic : With CIA Server you can:

    : The Easy Reasoner : The Easy Reasoner provides an associative memory that learns how to access stored information and reasoning capabilities that adapt prior experience to new situations.

The Easy Reasoner:

    : Authorete : Authorete is a graphical and speech-driven interface for authoring and managing your business logic in plain English sentences.

Using Authorete's patent pending technology, business professionals dictate their knowledge (including business policies, practices, regulations, diagnostics, and other customer service, marketing and sales knowledge), especially rules, in plain English sentences.

    : Rete++TM : Rete++ is a code-generating C++ class library that encapsulates the Eclipse inference engine.

Rete++ embeds seamlessly in C++ applications so that rules can operate directly on C++ objects and monitor them as C++ code constructs, modifies, and destroys them. Rete++:

    : Rete++ : Rete++ is a code-generating C++ class library that encapsulates the Eclipse inference engine.

Rete++ embeds seamlessly in C++ applications so that rules can operate directly on C++ objects and monitor them as C++ code constructs, modifies, and destroys them. Rete++:

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