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Difficulties in R&D target-setting addressed through technology forecasting using data envelopment analysis
2010 Edition, July 1, 2010 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

While multiple studies mention the difficulty of R&D target-setting, few studies exist which bring together reasons for these difficulties; nor do they delve deeply into addressing this issue in detail. Additionally, there are many studies...

Incorporating value judgment in Technology Forecasting using Data Envelopment Analysis
2013 Edition, July 1, 2013 - PICMET

Technology Forecasting using Data Envelopment Analysis (TFDEA) has been employed to a wide range of applications because of its ability to model complex tradeoffs. The very name indicates that it is based on Data Envelopment Analysis...

On the technology forecasting using data envelopment analysis (TFDEA)
2011 Edition, July 1, 2011 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

There have been numerous technology forecasting methods which are competing in terms of the quality of forecasts that has been produced. Technology forecasting using data envelopment analysis (TFDEA) has also been a competing...

Resolving the issue of multiple optima in Technology Forecasting using Data Envelopment Analysis
2011 Edition, July 1, 2011 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

Technology Forecasting with Data Envelopment Analysis (TFDEA) offers an effective means to determine technological capability over time without the burden of fixed a-priori weighting schemes. However, a commonly used extension of TFDEA can create situations...

Improving forecast accuracy by a segmented rate of change in technology forecasting using data envelopment analysis (TFDEA)
2014 Edition, July 1, 2014 - PICMET

Technology forecasting using data envelopment analysis (TFDEA) captures technological advancement from the evolution of the state-of-the-art (SOA) frontier. Within this process, TFDEA combines rates of changes (RoC) from past technologies that have...

Data Envelopment Analysis: Surveys
2011 Edition, August 1, 2011 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

How to analyze the efficiency of actions, productions, or organizational units is a fundamental problem of economic research. As a novel technique based on linear programming that evaluates the relative performance of similar units, data envelopment analysis (DEA) refers to...

Forecasting Microprocessor technology in the multicore era using TFDEA
2013 Edition, July 1, 2013 - PICMET

Technological advancements in the microprocessor industry are benchmarked and gauged against a set of diverse criteria, specific to the fabrication process, usage as well as achieved performance. Changing trends in the appeal factor as well as wide variety of growing application of...

Technology forecasting of digital single-lens reflex camera market: The impact of segmentation in TFDEA
2013 Edition, July 1, 2013 - PICMET

With the advancement of digital image technology, the big change in the camera market is that digital single-lens reflex cameras (DSLRs) have replaced film type single-lens reflex cameras, which have seen very little development lately. This advancement is reflected in some...

Looking beyond the financial ratios through Data Envelopment Analysis
2016 Edition, March 1, 2016 - IEEE - Institute of Electrical and Electronics Engineers, Inc.

Data Envelopment Analysis (DEA) is a non-parametric performance evaluation technique, which is widely used in various fields over the past two decades, is used to assess the performance of India's leading bank, i.e. State Bank of India over a period of 10...

A Functional Data Analysis Approach to Traffic Volume Forecasting
Volume PP - IEEE - Institute of Electrical and Electronics Engineers, Inc.

Traffic volume forecasts are used by many transportation analysis and management systems to better characterize and react to fluctuating traffic patterns. Most current forecasting methods do not take advantage of the underlying functional characteristics of the time...

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