Abstract: An apparatus and/or method is proposed that can show evidence for judgment results in an abnormality judgment using a judgment model obtained by machine learning. Pieces of processed data with a mask corresponding to characteristics of waveform data set on a spectrogram of waveform data are created using a judgment model obtained by machine learning by sequentially shifting the mask in a direction corresponding to the mask, a change rate or a change degree of the waveform data of each piece of created processed data from the spectrogram is calculated, each area in which the mask on the spectrogram of the waveform data is set based on the calculated change rate or change degree is colored with a color or concentration corresponding to the change rate or change degree of the processed data when the mask is set so as to draw and display a judgment evidence image.

Abstract: Stream data is structured including data tuples as a query process target and a recovery point tuple for indicating a position of the data tuples in the stream data. Upon detection of a failure at a computer, another computer reads position information in the stream data indicating a position of data tuples already subjected to the query process by a stream processing apparatus from a recovery points, uses the recovery point positioned lastly among the read recovery points as a reenter point of the input stream, and instructs a stream distribution apparatus to reenter the input stream starting from the reenter position into the other computer.

Abstract: The present invention provides an agent for the prophylaxis or treatment of retinopathy or AMD containing PRDX 5 or PRDX 6, as well as an agent for the prophylaxis or treatment of retinopathy or AMD containing a polynucleotide encoding PRDX 5 or PRDX 6. The present invention also provides a method for the prophylaxis or treatment of retinopathy or AMD in a patient suffering from the disease, which includes administering to the patient an effective amount of PRDX 5 or PRDX 6, or administering to the patient an effective amount of a polynucleotide encoding PRDX 5 or PRDX 6.

Abstract: A stream data processing method to be used in a stream data processing apparatus that receives stream data including time information, the steam data processing method comprising: calculating an input interval and a first reference time; a second step of calculating, a second reference time based on the first reference time and the input interval; and, a third step of generating stream data having new time information based on the second reference time.

Abstract: Stream data is structured including data tuples as a query process target and a recovery point tuple for indicating a position of the data tuples in the stream data. Upon detection of a failure at a computer, another computer reads position information in the stream data indicating a position of data tuples already subjected to the query process by a stream processing apparatus from a recovery points, uses the recovery point positioned lastly among the read recovery points as a reenter point of the input stream, and instructs a stream distribution apparatus to reenter the input stream starting from the reenter position into the other computer.