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 mining models


Data Mining: The Brains Behind eCRM
Data mining has emerged from obscure beginnings in artificial intelligence to become a viable and increasingly popular tool for putting data to work. Data

mining models  as a recommendation. Data mining models created by supervised learning are often applied in cases where users wish to understand the outcome or consequences of a given set of customer profile data never before encountered. By supplying both the inputs and expected outputs, supervised learning allows users to create models for prediction and identification. In contrast to supervised learning, unsupervised learning constructs data mining models independent of any supplied performance criteria. The

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Documents related to » mining models

Inflation’s Demise: The Impact on Business Informa


Enterprise Resources Planning (ERP) business models and information systems originated in the 1970s and 1980s, an inflationary period. They addressed business priorities that were strongly influenced by inflation. Many manufacturers are now confronting worldwide price stability, or even deflationary pressure, and can

mining models  data warehousing and data mining testify to the increasing demand for such market intelligence. Demand will increase rapidly for powerful search engines and business-to-business electronic commerce technology to solicit and extract the right information at top speed. The importance of forecasting systems for short- to medium-term planning is likely to diminish. During inflationary times, suppliers used forecasts, customer orders and future repetitive schedule commitments to anticipate capacity as well as Read More

Analyse This


Enterprise applications have long been providing the means for businesses to collect required data and deliver it to the right people. Now that sales and marketing professionals are empowered with the right tools to better serve their customers and gather insights on all customers' interactions, the question to ask is what's next? We see the answer in a tight integration between Enterprise applications and Analytics.

mining models  the use of data mining models within campaign management is a manual, time-intensive process. When a marketer wants to run a campaign based on model scores, he or she has to call a modeler (usually a statistician) to have a model run against a database so that a score file can be created. The marketer then has to solicit the help of an IT staffer to merge the scores with the marketing database. This disjointed process is fraught with problems and errors and can take weeks. Often, by the times the models Read More

Using Predictive Analytics within Business Intelligence: A Primer


What are predictive analytics, and how are they used within business intelligence applications and for business performance management?

mining models  text mining, and Web mining are types of pattern identification. Organizations can use these forms of pattern recognition to identify customers' buying patterns or the relationship between a person's financial records and their credit risk. Predictive analytics moves one step further and applies these patterns to make forward-looking predictions. Instead of just identifying a potential credit risk, an organization can identify the lifetime value of a customer by developing predictive decision models and Read More

The Truth about Data Mining


It is now imperative that businesses be prudent. With rising volumes of data, traditional analytical techniques may not be able to discover valuable data. Consequently, data mining technology becomes important. Here is a framework to help understand the data mining process.

mining models  prudent approach to data mining is to build several models. This is done either by applying multiple algorithms to the same dataset, or by building multiple models by tuning the same algorithm until the desired level of accuracy is achieved. Predictions against the model can be compared to known results to arrive at a measure of accuracy. It is advisable to separate data used for testing a model from data used to train a model. A cumulative gains chart is among several techniques that test the accuracy Read More

HopeRun


HopeRun, established in 1998, provides offshore software outsourcing services to international clients. In accordance with various business models and requirements, HopeRun builds customized solutions for its customers. As a Capability Maturity Model Integration 3 (CMMI3)-certified software provider, the company has an experienced development team, a quality assurance (QA) system, and a professional staff. HopeRun focuses its efforts in the core fields of telecommunication and the Internet, providing offshore software outsourcing services using technology such as Web, .NET, and JAVA. The company provides the following types of services: system design, software development, testing and maintenance, on-site operation, product customizing, and localization. The services from HopeRun can help enterprise customers become more competitive and rationalize cost distribution. HopeRun has implemented over 100 offshore software outsourcing projects covering such diverse fields as mobile technology, banking, telecom, auto-making, e-business, and more. The scales of these projects range from a few staff to 1000 staff per month. HopeRun has headquarters in Nanjing (China), with offices in Beijing and Shanghai.

mining models  HopeRun, established in 1998, provides offshore software outsourcing services to international clients. In accordance with various business models and requirements, HopeRun builds customized solutions for its customers. As a Capability Maturity Model Integration 3 (CMMI3)-certified software provider, the company has an experienced development team, a quality assurance (QA) system, and a professional staff. HopeRun focuses its efforts in the core fields of telecommunication and the Internet, Read More

ToolsGroup


ToolsGroup provides supply chain planning and predictive demand analytics software that models the demand signal across multiple dimensions. ToolsGroup customers can master demand volatility, achieve better service levels, and decrease global inventory. ToolsGroup customers include manufacturers, wholesale distributors, and retailers in a wide range of demand- and inventory-driven industries.

mining models  ToolsGroup provides supply chain planning and predictive demand analytics software that models the demand signal across multiple dimensions. ToolsGroup customers can master demand volatility, achieve better service levels, and decrease global inventory. ToolsGroup customers include manufacturers, wholesale distributors, and retailers in a wide range of demand- and inventory-driven industries. Read More

Governance of Federated Business Models


During the last twenty years, businesses migrated from vertical integration to a virtual model, outsourcing all their non-core functions. This has created challenges in aligning the strategies and activities of all these functions dispersed across the supply chain, each in separate legal entities. The next phase of evolution to emerge is the "dynamic federation", or federated supply chain which is governed differently than both vertical and virtual businesses.

mining models  of Federated Business Models Introduction During the last twenty years, many businesses migrated from vertical integration to a virtual model, outsourcing all their non-core functions (see figure 1). This has created challenges in aligning the strategies and activities of all these functions dispersed across the supply chain, each in separate legal entities. The next phase of evolution to emerge is the dynamic federation , or federated supply chain which is governed differently than both Read More

A Made2Manage Systems Customer Profile: The Story of PEMCO Corporation


PEMCO Corporation, a manufacturer of high quality mining products for multinational original equipment manufacturers (OEMs), realized increased on-time delivery performance and reduced customer service costs while preventing product shortages through just-in-time material availability. The improved quality of information and improved flow of product through the plant has even resulted in revamped employee morale and job satisfaction.

mining models  manufacturer of high quality mining products for multinational original equipment manufacturers (OEMs), realized increased on-time delivery performance and reduced customer service costs while preventing product shortages through just-in-time material availability. The improved quality of information and improved flow of product through the plant has even resulted in revamped employee morale and job satisfaction. Read More

MinePoint ERP for Microsoft Dynamics AX: Mining Industry (ERP & CMMS) Competitor Analysis Report


This knowledge base includes enterprise resource planning (ERP) and computerized maintenance management system (CMMS) modules geared toward the regular requirements of companies in the mining industry. While including important criteria for financials solutions and human resources, it has additional process workflow, quality management, field service, and other criteria.

mining models  for Microsoft Dynamics AX: Mining Industry (ERP & CMMS) Competitor Analysis Report This knowledge base includes enterprise resource planning (ERP) and computerized maintenance management system (CMMS) modules geared toward the regular requirements of companies in the mining industry. While including important criteria for financials solutions and human resources, it has additional process workflow, quality management, field service, and other criteria. Read More

Product Lifecycle Management (PLM)


This comprehensive product lifecycle management (PLM) knowledge base models modern product and design-related aspects of PLM for both discrete and process industries. It details product development and portfolio management, manufacturing process management, ideation and requirements management, service data, and regulatory and compliance criteria. This comprehensive knowledge base incorporates the criteria of TEC's other PLM knowledge bases.

mining models  Lifecycle Management (PLM) This comprehensive product lifecycle management (PLM) knowledge base models modern product and design-related aspects of PLM for both discrete and process industries. It details product development and portfolio management, manufacturing process management, ideation and requirements management, service data, and regulatory and compliance criteria. This comprehensive knowledge base incorporates the criteria of TEC's other PLM knowledge bases. Read More

Mining Industry ERP and CMMS RFI/RFP Template


Financials, Human Resources, Manufacturing Management, Process Manufacturing, Inventory Management, Purchasing Management, Quality Management, Sales Management, Project Management, Product Technology, and more

mining models  CMMS RFI/RFP Template The Mining Industry ERP and CMMS RFI/RFP Template lists and describes 3915 features and functions found in Mining Industry ERP and CMMS software solutions. This Mining Industry (ERP & CMMS) Template can help you save time, control costs, and communicate clearly with vendors at nearly every stage of your Mining Industry ERP and CMMS software selection projects. Features and functions included in this Mining Industry (ERP & CMMS) Template: Financials Human Resources Manufacturing Manag Read More

SAP ERP: Mining Industry (ERP & CMMS) Competitor Analysis Report


This knowledge base includes enterprise resource planning (ERP) and computerized maintenance management system (CMMS) modules geared toward the regular requirements of companies in the mining industry. While including important criteria for financials solutions and human resources, it has additional process workflow, quality management, field service, and other criteria.

mining models  ERP: Mining Industry (ERP & CMMS) Competitor Analysis Report This knowledge base includes enterprise resource planning (ERP) and computerized maintenance management system (CMMS) modules geared toward the regular requirements of companies in the mining industry. While including important criteria for financials solutions and human resources, it has additional process workflow, quality management, field service, and other criteria. Read More

Pronto Xi Dimensions: Mining Industry (ERP & CMMS) Competitor Analysis Report


This knowledge base includes enterprise resource planning (ERP) and computerized maintenance management system (CMMS) modules geared toward the regular requirements of companies in the mining industry. While including important criteria for financials solutions and human resources, it has additional process workflow, quality management, field service, and other criteria.

mining models  Xi Dimensions: Mining Industry (ERP & CMMS) Competitor Analysis Report This knowledge base includes enterprise resource planning (ERP) and computerized maintenance management system (CMMS) modules geared toward the regular requirements of companies in the mining industry. While including important criteria for financials solutions and human resources, it has additional process workflow, quality management, field service, and other criteria. Read More

AuraPortal: A BPM Vendor Worth Checking Out


AuraPortal, a new business process management (BPM) vendor, offers a solution that creates business process execution models without the need for heavy IT programming. In this article, Principal Analyst P.J. Jakovljevic gives inside view of the vendor’s development strategies and the broad scope of BPM suite’s modules, and discusses how the system’s differentiating features addresses the diverse needs of its customers.

mining models  A BPM Vendor Worth Checking Out Despite the ongoing consolidation in the business process management (BPM) space (i.e., the acquisitions of Lombardi Software by IBM , Metastorm by Open Text , Chordiant by Pegasystems , Savvion by Progress Software [see related blog post on the TEC Blog ], BEA Systems by Oracle , IDS Scheer by Software AG , and so on), the BPM arena is still crowded with a number of vibrant vendors (many of which are still startups) with innovative value propositions and Read More