Automatizing Software Cognitive Complexity Reduction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3144743
Abstract: Software plays a central role in our life nowadays. We use it almost anywhere, at any time, and for everything: to browse the Internet, to check our emails, and even to access critical services such… read more here.
Keywords: software; complexity; cognitive complexity; complexity reduction ... See more keywords
Rethinking Adaptive Computing: Building a Unified Model Complexity-Reduction Framework With Adversarial Robustness
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2020.3043329
Abstract: Adaptive computing (AC) is a technique to dynamically select the layers to pass in a prespecified deep neural network (DNN) according to the input samples. In previous literature, AC was deemed as a standalone complexity-reduction… read more here.
Keywords: complexity reduction; reduction framework; complexity; model ... See more keywords
On the Complexity of the Reduction of Multidimensional Data Models
Sign Up to like & getrecommendations! Published in 2017 at "Scientific and Technical Information Processing"
DOI: 10.3103/s0147688217060028
Abstract: In this paper, decomposition methods for multidimensional data hypercubes of OLAP systems are investigated. Criteria for reducing the computational complexity of the decomposition methods are presented and comparisons are made with the traditional solutions of… read more here.
Keywords: data models; complexity; reduction multidimensional; multidimensional data ... See more keywords