Originally posted by jamiew
Well there are quite a few companies out there that either sell you the information that there AI has produced, or sell you some software to train a neural network.
But basically, training neural networks to find patterns, there’s also other approaches such as data mining and genetic algorithms. Neural networks are kind of a new tool and becoming more reliable, they are often used as other pattern recognition tools such as:
Radar systems, face identification, object recognition, voice recognition, handwritten text recognition, medical diagnosis, but if used correctly can identify trades that have good potential for positive feed back/rapid growth.
Usually these systems are used in combination with each other and before the information is applied to the ANN, filters and other trading techniques that are already know to work quite well are used.
Many in the past have found ANNs to be unreliable at predicting the stock market. However they did not reduce the noise of the samples (you wouldn’t pick a Rick Shaw stock would you) and they used no other predicting systems already know, these academics did not look deep enough into the trading side of there system.
So I’m aiming for a method that uses a combination of filtering systems, and a combination of modelling systems (like Mr M's) before being applied to the ANN
All that said, I wouldn’t be able to give you any reliable stock picks right now, unless you wanted it based just on the filtering method. I’m not really interested in that, I just want to prove that ANNs can be applied to the stock market.
My current filtering methods alone give a 180% annual increase (I think I calculate Mr Ms system at 205% so I’m quite interested in testing this)
However I have concentrated on a system that finds all the data with rapid increases, it also imports a lot of small losses
After Appling this type of data to the ANN I expect most of the small losses to be filtered out and to have an annual profit between 200 and 300%. Still it’s a working process so I’m afraid I’m not much use to you guys right now.
There are however, many ANN companies out there doing this right now. Have a search for neural network and stock market.
But basically, training neural networks to find patterns, there’s also other approaches such as data mining and genetic algorithms. Neural networks are kind of a new tool and becoming more reliable, they are often used as other pattern recognition tools such as:
Radar systems, face identification, object recognition, voice recognition, handwritten text recognition, medical diagnosis, but if used correctly can identify trades that have good potential for positive feed back/rapid growth.
Usually these systems are used in combination with each other and before the information is applied to the ANN, filters and other trading techniques that are already know to work quite well are used.
Many in the past have found ANNs to be unreliable at predicting the stock market. However they did not reduce the noise of the samples (you wouldn’t pick a Rick Shaw stock would you) and they used no other predicting systems already know, these academics did not look deep enough into the trading side of there system.
So I’m aiming for a method that uses a combination of filtering systems, and a combination of modelling systems (like Mr M's) before being applied to the ANN
All that said, I wouldn’t be able to give you any reliable stock picks right now, unless you wanted it based just on the filtering method. I’m not really interested in that, I just want to prove that ANNs can be applied to the stock market.
My current filtering methods alone give a 180% annual increase (I think I calculate Mr Ms system at 205% so I’m quite interested in testing this)
However I have concentrated on a system that finds all the data with rapid increases, it also imports a lot of small losses
After Appling this type of data to the ANN I expect most of the small losses to be filtered out and to have an annual profit between 200 and 300%. Still it’s a working process so I’m afraid I’m not much use to you guys right now.
There are however, many ANN companies out there doing this right now. Have a search for neural network and stock market.
Hey jamiew.... Do you ever sell short?
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