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[SemLab] Equity markets and The News - Part II « SemLab: 10), Takehashi (11), Wutrich (12) and Yu (13) have all reported that using news as a additional input significantly improves the reliability of stock price prediction models. With the exception of Fung and Liang who both used Chinese language messages as input, all input was English language news.

[Wardz...] PREDICTING ABNORMAL STOCK MARKET RETURNS USING NEURAL NETWORKS [20 ...: The data were split into a training set (80% of the data) and a validation set (20%). A neural network model was applied, which uncovered the following results: a.

[Untitled] Day Trading: Avoid The Traps, Get Expert Advice: Neural Prediction Delta Moon Prediction Techniques Elliott Wave Wedges Fuzzy Logic Gann Genetic Algorithm Geometric Angles Golden Spiral Granville's On-Balance Volume Islands Moon Phases - surely this is a joke! Neural Networks Planetary Motion Weather Head and Shoulders .

[AI Topics / AI Videos | Site / AllRecentChanges] AITopics / LawEnforcement: This article also appears on page 25 in the December 4, 2004 issue of New Scientist Magazine as: Neural networks to catch serial killers.) "Many more crimes might be solved if detectives were able to compare the records for cases with all the files on past .

[Z/Yen - Risk/Reward Managers - Z/Yen News] Correlation Causes Questions: Environmental Consistency Confidence ...: Importantly, SVMs are robust tools (understandable implementations, simple algorithmic validation, better classification rates, overfitting avoidance, fewer false positives and faster performance) in practical applications.  “The SVM does not fall into the class of ‘just another algorithm’ as it is based on firm statistical and mathematical foundations concerning generalisation and optimisation theory” [Burbridge &

[JASSS] A. O. I. Hoffmann, W. Jager and J. H. Von Eije: Social Simulation ...: Subsequently, the results of these studies have been used to develop empirically plausible agent trading and interactions rules and to parameterize the model in order to achieve an artificial stock market that is a closer match with reality than existing models. In case we were unable to collect data to empirically ground a model part, we conformed to well-accepted trading and behavioural principles as reported in the agent-based computational finance literature or relied on information provided by investment practitioners like investment consultants and brokers.

[AI Topics / AI Videos | Site / AllRecentChanges] AITopics / BrokenLinks29aug08: The truth is that people simply aren't very good at predicting the future. It was only two centuries ago that we began to think we could do it at all, and we're still learning. Hindsight may be 20/20, but foresight remains largely blind. ...... "Just as a police dog comes to recognize cocaine by repeated exposure to that smell, an electronic nose must be 'trained' to recognize an odor abnormality. Electronic noses combined with artificial neural network (ANN) technology ...

[Umair Haque] Beyond the Banking Crisis: A Strategy Crisis - Umair Haque: Is an expert (some 25 year old b-school graduate who is trained to type in your details into a packaged, autonomous BPM software tool for income tax accounting, investment portfolio advice or an MLS listing at a F500 firm for generating automated results) truly acting in your best interest by applying their expertise, or simply a job waiting to disappear?

[Economist's View] Economist's View: Why Did Risk Models Fail?: This brings us to the philosophical problem of the reliance of supervisors on bank risk models. The reason we regulate markets over and above normal corporate law is that from time to time markets fail and these failings have devastating consequences.

[Marsboy683's Weblog] MONARCH: The New Phoenix Program « Marsboy683's Weblog: “We will have achieved a clear understanding of how the human brain works, how it really controls the various functions of the body, and how it can be manipulated (both negatively and positively). One can envision the development of electromagnetic energy sources, the output of which can be pulsed, shaped, and focused, that can couple with the human body in a fashion that will allow one to prevent voluntary muscle movements, control emotions (and thus actions), produce sleep, transmit suggestions, interfere with both short-term and long term memory, produce an experience set, and delete an experience set.”

[Science-Based Medicine] Science-Based Medicine » The International Network of Cholesterol ...: I know that primary prevention efforts with statins have 80 deaths recorded against them in UK Yellow Cards, and thousands of varied other problems, varied because the damaging suppression of Coenzyme Q10 and other mevalonate products prevents ATP being made in the mitochondria wherever in the body that deficiency happens to occur, it is not controllable. Those with a good supply of Q10 may not notice the death or cessation to operate of a few cells in a particular function, but others, particularly those in the second half of life, cannot afford any loss, and problems are almost inevitable.What price is primary pevention prepared to pay, and could everyone be told the full extent of the risks attached to it?

[Bad Science] Datamining for terrorists would be lovely if it worked - Bad Science: Remember this is a screening tool, for assessing dodgy behaviour, spotting dodgy patterns, in a general population. We are invited to accept that everybody’s data will be surveyed and processed, because MI5 have clever algorithms to identify people who were never previously suspected.

[Charlie's Diary] Charlie's Diary: The High Frontier, Redux: This is, however, one of the reasons why I think libertarian ideology is a bad match for the practice (as opposed to the religious observance) of space colonization. I expect space colonization to demand discipline, a fair degree of self sacrifice, a willingness to subsume personal ambitions in the pursuit of a greater collective good, and a certain callousness towards individual sacrifice -- and libertarianism is essentially an individualistic and highly self-indulgent ideology, one that places a very low value on social restraint and the deferment of personal ambitions.

[The Oil Drum - Discussions about Energy and Our Future] The Oil Drum | Cyclone Gonu Thread 1: I expect it is on peoples radar screens - the odds are that it will be a huge deal to people in Oman and Iranian coast, but not too big of a deal to the world - the second the scales tip (if they do) to being a big deal for oil infrastructure, media would be all over it (except I get an odd feeling that the media themselves either have a peak oil muzzle on or are in denial - perhaps they have gotten burned reporting on Peak Oil in the past - they are used to stories that take hours to unfold, not years.)

[Nouriel Roubini's Global EconoMonitor] RGE - Bloomberg - Roubini Says Geithner Plan Won't Stop ...: Access to some RGE EconoMonitors, including Nouriel Roubini's Global EconoMonitor, is reserved for registered users, so sign up now to read and comment on current postings. These writings are only a small part of the insights and commentary available through RGE Monitor.

[VX Heavens] John Aycock 'Computer Viruses and Malware' (VX heavens): IP addresses come in two flavors, distinguished by a version number: the most prevalent kind now are version 4 addresses (IPv4), but support for version 6 addresses (IPv6) is increasing. IPv4 addresses are shorter, only 32 bits compared to IPv6's 128 bits, and the same principles apply to both in terms of worm propagation;

[Pajamas Media] Pajamas Media » Ask Dr. Helen: Should Single Men Be 'Bagged and ...: the youngest girl 12 has know from early on that she wants also to go into medicine. Sadly, my nephews all teens have either dropped out of community colleges, one dropping out after receiving a hockey scholarship, or not attending at all despite family encouragement.

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