1. A method for predicting and controlling the electrographic and clinical onset of a seizure and other neurological events in an individual, comprising the acts of: generating data that is acquired from a plurality of input signals obtained from at least one sensor located in or on the individual; fusing the data to combine information from the at least one sensor that is connected to at least one transducer; selecting and extracting a plurality of features from the fused data; determining from the extracted features if a seizure or other neurological event is likely to occur within a plurality of specified time frames, and the probability of having a seizure for each specified time frame; providing an alarm to the individual to inform him of an imminent seizure or neurological event when the probability of seizure is higher than an adaptive threshold; and applying a control rule to initiate an intervention measure that is commensurate with the probability of the electrographical onset of a seizure for each specified time frame.