Data Mining - Mehmed Kantardzic [271]
Web Utilization Miner WUM
Publisher: http://hypknowsys.sourceforge.net/
WUM 6.0 is a publicly available integrated environment for Web-log preparation, querying, and visualization of summarized activities on a Web site.
A.5.2 Commercial Software WITH Trial Version
Alice d’Isoft
Vendor: Isoft (www.alice-soft.com)
ISoft provides a complete range of tools and services dedicated to analytical CRM, behavioral analysis, data modeling and analysis, Data Mining and Data Morphing.
ANGOSS’ suite
Vendor: Angoss Software Corp. (www.angoss.com)
ANGOSS’suite consists of KnowledgeSTUDIO® and KnowledgeSEEKER®. KnowledgeSTUDIO® is an advanced data-mining and predictive analytics suite for all phases of the model development and deployment cycle—profiling, exploration, modeling, implementation, scoring, validation, monitoring and building scorecards—all in a high-performance visual environment. KnowledgeSTUDIO is widely used by marketing, sales, and risk analysts providing business users and expert analysts alike with a powerful, scalable, and complete data-mining solution. KnowledgeSEEKER® is a single-strategy desktop or client/server tool relying on a tree-based methodology for data mining. It provides a nice GUI for model building and letting the user explore data. It also allows users to export the discovered data model as text, SQL query, or Prolog program. It runs on Windows and Unix platforms, and accepts data from a variety of sources.
Autoclass III
Vendor: www.openchannelsoftware.com/projects/AUTOCLASS_III/
Autoclass III is an unsupervised Bayesian classification system for independent data. It seeks a maximum posterior probability to provide a simple approach to problems such as classification, clustering, and general mixture separation. It works on Unix platforms.
BayesiaLab
Vendor: Bayesia (www.bayesia.com)
BayesiaLab is a complete and powerful data-mining tool based on Bayesian networks, including data preparation, missing values imputation, data and variables clustering, and unsupervised and supervised learning.
Data Applied
Vendor: Data Applied (http://data-applied.com)
Data Applied, offers a comprehensive suite of web-based data mining techniques, an XML web API, and rich data visualizations.
DataEngine
Vendor: MIT GmbH (www.dataengine.de)
DataEngine is a multiple-strategy data-mining tool for data modeling, combining conventional data-analysis methods with fuzzy technology, neural networks, and advanced statistical techniques. It works on the Windows platform.
Evolver™
Vendor: Palisade Corp. (www.palisade.com)
Evolver is a single-strategy tool. It uses genetic-algorithm technology to solve complex optimization problems. This tool runs on all Windows platforms and it is based on data stored in Microsoft Excel tables.
GhostMiner System
Vendor: FQS Poland (www.fqs.pl)
GhostMiner, complete data mining suite, including k-nearest neighbors, neural nets, decision tree, neurofuzzy, SVM, PCA, clustering, and visualization.
KXEN Analytic
Vendor: KXEN Inc. (www.kxen.com)
KXEN (Knowledge eXtraction ENgines), providing Vapnik SVM (Support Vector Machines) tools, including data preparation, segmentation, time series, and SVM classifiers.
NeuroSolutions
Vendor: NeuroDimension Inc. (www.neurosolutions.com)
NeuroSolutions combines a modular, icon-based network design interface with an implementation of advanced learning procedures, such as recurrent backpropagation and backpropagation through time, and it solves data-mining problems such as classification, prediction, and function approximation. Some other notable features include C++ source code generation, customized components through DLLs, a comprehensive macro language, and Visual Basic accessibility through OLE Automation. The tool runs on all Windows platforms.
Oracle Data Mining
Vendor: Oracle (www.oracle.com)
Oracle Data Mining (ODM)—an option to Oracle Database 11 g Enterprise Edition—enables customers to produce actionable predictive information and build integrated business