New developments in the fields of X-ray detectors, X-ray micro/nano sources and data processing bring new possibilities for engineering practice in many applications.
Recent developments in both high-throughput experimental analyses of biological systems and in silico data processing offer the possibility to address the whole gene regulatory network (GRN) controlling a given trait.
Second, due to methodological variations in data acquisition (e.g., continuous fMRI and EMG recordings vs. ordinal expectancy ratings) and in data processing (e.g., the possibility of separating early vs. late acquisition in the behavioral but not in the neural data) across the different measures of fear learning, we inevitably had to average and analyze over different numbers of trials.
The research that won the chemistry prize, given to two Americans and a Japanese, Dr. Alan J. Heeger, Dr. Alan G. MacDiarmid and Dr. Hideki Shirakawa, opens up numerous possibilities for data processing, including not just flexible video screens but powerful chips in which single molecules process bits of information.
Since the late 1970s, the dynamic range and resolution of strong motion digital recorders have leaped from 65 to 135 dB, opening new possibilities for advanced data processing and interpretation.
Reconfigurable architectures are increasingly often applied in various industrial data processing applications, due to the possibility for performing parallel computations and achieving a simplified Systemon-Chip design flow.
The first results of CT perfusion (CTP) of the liver appeared in the late 80's and early 90's of the twentieth century, but the weak possibilities of mathematical data processing and the low resolving power of tomographs limited their use for this purpose (Miles, 1991; Rees, 1992; Miles et al., 1993; Kuang, 2009).
Nevertheless, the general possibility of arbitrary data processing in privacy (under encryption) has been verified experimentally in software simulations, and practical experiments on physical hardware are a natural next step.
Infectious disease data processing should also take into account the possibility of multiple reports during the course of a single infection.
Performance optimization for these contemporary big data processing frameworks on modern High-Performance Computisg (HPC) systems is a formidable task because of the numerous configuration possibilities in each of them.
