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More than 150,000 people are killed and more than half of the population become refugees.1996 A peace pact brokered by the international community calls for elections.July 19, 1997 Taylor is elected president of Liberia in a special election.2000 Rebels in Liberia begin a struggle against Taylor’s government.June 4, 2003 Taylor is indicted for crimes against humanity by a United Nations court. Charges include murder, enslavement and the recruitment of child soldiers.June 6, 2003 Rebels advance into Monrovia, the capital of Liberia.June 2003 President George W. Bush makes a statement asking Taylor to step down for the good of the Liberian people.August 7, 2003 Taylor submits his letter of resignation.August 11, 2003 Steps down as president, hands over power to Vice President Moses Blah and leaves for Nigeria, where he is granted asylum.December 4, 2003 Interpol puts out a global arrest warrant for Taylor.March 16, 2006 The indictment against Taylor is amended and reduced to 11 counts.March 29, 2006 Taylor is recaptured and taken into custody by border guards in northern Nigeria as he tried to leave the country with his wife.April 3, 2006 Taylor appears at a UN backed tribunal in Sierra Leone and pleads not guilty to 11 war crimes charges.June 20, 2006 Taylor is transferred to the Hague in the Netherlands for trial.June 4, 2007 Taylor boycotts the opening of his trial, calling it a “charade” in a letter read by his attorney.January 7, 2008 Taylor appears in court as his war crimes trial resumes.June 2010 The prosecution, which rested its case against Taylor in 2009, asks to reopen its case.

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Technical and quantitative analysis in financial trading use mathematical and statistical tools to help investors decide on the optimum moment to initiate and close orders. While these traditional approaches have served their purpose to some extent, new techniques arising from the field of computational intelligence such as machine learning and data mining have emerged to analyse financial information. While the main financial engineering research has focused on complex computational models such as Neural Networks and Support Vector Machines, there are also simpler models that have demonstrated their usefulness in applications other than financial trading, and are worth considering to determine their advantages and inherent limitations when used as trading analysis tools.