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| 1 | A trend based investment decision approach using clustering and heuristic algorithm显示文摘This paper proposes a stock price trend clustering and trend investment decision model by using a genetic algorithm to search for optimal solutions and the best investment strategies for different stock price trends.The new price trend clustering model identifies three types of stock price movements:uptrends,sideways trends,and downtrends.Unfortunately,trends discovered through stock price movements or technical indicator graphs are typically subjective and unquantifiable.This paper takes daily stock prices and trading volume data from the China Shanghai Stock Exchange Composite Index(SSECI)from January 2,1997 to August31,2012,to examine the performance of the proposed trend clustering model.The proposed model is also compared to other popular stock market investment strategies to verify its validity.Research result shows that the proposed trend clustering model correctly identifies three different trends in the stock market.Furthermore,the trend investment strategy model developed by using genetic algorithm methodology performs better than other investment strategies,namely,Granville’s rule,the KD indicator strategy,the buys and holds strategy,and GMA rules,in both bull and bear market periods.Research results prove the proposed new model to be a stable and valid investment strategy. | WU ChungMin CHOU ShengChun LIAW HorngTwu | 2014 | Science China(Information Sciences)2014，57，9： | 4 |
| 2 | Negative polarity items in English and Korean显示文摘 | Chungmin Lee | 1996 | Language Sciences1996，，1： | 2 |
| 3 | 77K versus 300 K operation: the quasi-saturation behavior of a DMOS device and its fully analytical model 显示文摘 | Liu Chungmin Lou K0uhou Kuo J B | 1993 | IEEE Transactions on Electron Devices1993，9，40： | 1 |
| 4 | Model-based assessment for human inhalation exposure risk to airborne nano/fine titanium dioxide particles显示文摘 | LIAO Chungmin CHIANG Yuhui CHIO C P | 2008 | Science of the Total Environment2008，407，1： | 1 |
| 5 | Toward the optimal itinerary-based KNN query processing in mobile sensor networks显示文摘 | Wu Shanhung Chuang Kunta Chen Chungmin | 2008 | IEEE Transactions on Knowledge and Data Engineering2008，20，12： | 1 |
| 6 | Probabilistic riskassessment for personal exposure to carcinogenic polycyclicaromatic hydrocarbons in Taiwanese temples 显示文摘 | LIAO Chungmin CHIANG Kuochin | 2006 | Chemosphere2006，63，9： | 1 |
| 7 | Wind tunnel modeling the system performance of alternative evaporative cooling pods in Taiwan region 显示文摘 | Liao Chungmin Chiu Kunhung | 2002 | Building and Environment2002，37，： | 1 |
| 8 | Evalua-tion of arsenic contamination potential using indicatorKriging in the Yunlin aquifer显示文摘 | Liu Chenwu Jang Chengshin Liao Chungmin | 2004 | Science of the TotalEnvironment2004，321，13： | 1 |
| 9 | Quasi-saturation capacitance behavior of a DMOS device显示文摘 | LIU Chungmin | 1997 | IEEE Trans Elec Dev1997，44，7： | 1 |
| 10 | Size-dependent particulate matter indoor/outdoor relationships for a wind-induced naturally ventilat- ed airspace 显示文摘 | LIAO Chungmin HUANG Sujui YU Hsin | 2004 | Building and Environment2004，39，4： | 1 |
| 11 | Integrated Cellular and Ad hoc Relaying Systems:iCAR显示文摘 | Wu Hongyi Qiao Chungmin De S | 2001 | IEEE Journal on Selected Areas in Communications2001，19，10： | 1 |
| 12 | A novel analytical power series solution for solute transport in a radially convergent flow field显示文摘 | Chen Juisheng Liu Chenwuing Liao Chungmin | 2002 | Journal of Hydrology2002，266，12： | 1 |
| 13 | Evaluation of arsenic contamination potential using indicator Kriging in the Yun-Lin aquifer 显示文摘 | Liu Chenwuing Jang Chengshin Liao Chungmin | 2004 | Science of the Total Envirnment2004，321，： | 1 |
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