Search Results - subject:"Data mining."

RESEARCH ON DATA MINING AND KNOWLEDGE MANAGEMENT AND ITS APPLICATIONS IN CHINA'S ECONOMIC DEVELOPMENT: SIGNIFICANCE AND TREND

CHENG, SIWEI; DAI, RUWEI; XU, WEIXUAN; SHI, YONG - In: International Journal of Information Technology & … 05 (2006) 04, pp. 585-596

research findings in data mining and knowledge management (DMKM) to support China's economic development as well as the trend …

Persistent link: https://www.econbiz.de/10005060131

Comparison of support-vector machines and back propagation neural networks in forecasting the six major Asian stock markets

Chen, Wun-Hua; Shih, Jen-Ying; Wu, Soushan - In: International Journal of Electronic Finance 1 (2006) 1, pp. 49-67

Recently, applying the novel data mining techniques for financial time-series forecasting has received much research …

Persistent link: https://www.econbiz.de/10005753703

Genetically Optimised Artificial Neural Network for Financial Time Series Data Mining

Hayward, Serge - Society for Computational Economics - SCE - 2006

This paper is a step towards the econometric foundation of computational intelligence in finance. Financial time series modeling and forecasting are addressed with an artificial neural network, examining issues of its topology dependency. Structural dependency of results is viewed not as a...

Persistent link: https://www.econbiz.de/10005706227

10 CHALLENGING PROBLEMS IN DATA MINING RESEARCH

YANG, QIANG; WU, XINDONG - In: International Journal of Information Technology & … 05 (2006) 04, pp. 597-604

In October 2005, we took an initiative to identify 10 challenging problems in data mining research, by consulting some … of the most active researchers in data mining and machine learning for their opinions on what are considered important … and worthy topics for future research in data mining. We hope their insights will inspire new research efforts, and give …

Persistent link: https://www.econbiz.de/10005033338

IMPENDING BRAIN INFORMATICS RESEARCH FROM WEB INTELLIGENCE PERSPECTIVE

ZHONG, NING - In: International Journal of Information Technology & … 05 (2006) 04, pp. 713-727

Web Intelligence (WI)-based portal techniques (e.g. the wisdom Web, data mining, multi-agent, and data/knowledge grids …

Persistent link: https://www.econbiz.de/10005033340

Comparison of support-vector machines and back propagation neural networks in forecasting the six major Asian stock markets

Chen, Wun-Hua; Shih, Jen-Ying; Wu, Soushan - In: International Journal of Electronic Finance 1 (2006) 1, pp. 49-67

Recently, applying the novel data mining techniques for financial time-series forecasting has received much research …

Persistent link: https://www.econbiz.de/10008539373

Application of Dynamic Models and an Support Vector Machine to Inflation Modelling

Marček, Dušan; Marček, Milan - In: Bulletin of the Czech Econometric Society 13 (2006)

contributions are made to dynamic and SYM's modelling approaches in economics and to their use in data mining systems. The study …

Persistent link: https://www.econbiz.de/10008528796

Data-based decision support technology used in the financial service industry

Wu, Chien-Hsing; Kao, Shu-Chen; Wu, Chuan-Chun - In: International Journal of Financial Services Management 1 (2006) 4, pp. 422-437

Management has increasingly paid attention to the reuse of historical data that reflect changes of customers, suppliers and organisations themselves. In consequence, many organisations are continuously attempting to look for advantageous connections between organisational variables and use...

Persistent link: https://www.econbiz.de/10005233162

Machine Learning for Direct Marketing Response Models: Bayesian Networks with Evolutionary Programming

Cui, Geng; Wong, Man Leung; Lui, Hon-Kwong - In: Management Science 52 (2006) 4, pp. 597-612

Machine learning methods are powerful tools for data mining with large noisy databases and give researchers the …

Persistent link: https://www.econbiz.de/10009208867

Selectively Acquiring Customer Information: A New Data Acquisition Problem and an Active Learning-Based Solution

Zheng, Zhiqiang; Padmanabhan, Balaji - In: Management Science 52 (2006) 5, pp. 697-712

This paper presents a new information acquisition problem motivated by business applications where customer data has to be acquired with a specific modeling objective in mind. In the last two decades, there has been substantial work in two different fields--optimal experimental design and...

Persistent link: https://www.econbiz.de/10009214351