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MaLeFICE: Machine learning support for continuous performance improvement in computational engineering
(Wiley, 2022-04-25)
Computer aided engineering (CAE) practices improved drastically within the last decade due to ease of access to computing resources and open-source software. However, increasing complexity of hardware and software settings ...
Would you imagine yourself negotiating with a robot, Jennifer? Why not?
(IEEE, 2022-02)
With the improvement of intelligent systems and robotics, social robots are becoming part of our society. To accomplish complex tasks, robots and humans may need to collaborate, and when necessary, they need to negotiate ...
A computer science-oriented approach to introduce quantum computing to a new audience
(IEEE, 2022-02)
Contribution: In this study, an alternative educational approach for introducing quantum computing to a wider audience is highlighted. The proposed methodology considers quantum computing as a generalized probability theory ...
Head-motion-aware viewport margins for improving user experience in immersive video
(ACM, 2022-01-10)
Viewport-dependent delivery (VDD) is a technique to save network resources during the transmission of immersive videos. However, it results in a non-zero motion-to-high-quality delay (MTHQD), which is the delta time from ...
Using artificial neural networks to provide guidance in extending PL/SQL programs
(Springer, 2022-12)
Extending legacy systems with new objects for contemporary functionality or technology can lead to architecture erosion. Misplacement of these objects gradually hampers the modular structure, of which documentation is ...
BioCode: A data-driven procedure to learn the growth of biological networks
(IEEE, 2022-11)
Probabilistic biological network growth models have been utilized for many tasks including but not limited to capturing mechanism and dynamics of biological growth activities, null model representation, capturing anomalies, ...
Automated Web application testing driven by pre-recorded test cases
(Elsevier, 2022-11)
There are fully automated approaches proposed for Web application testing. These approaches mainly rely on tools that explore an application by crawling it. The crawling process results in a state transition model, which ...
Mutation testing of PL/SQL programs
(Elsevier, 2022-10)
Mutation testing is a prominent technique for evaluating the effectiveness of a test suite. Existing tools developed for supporting this technique are applicable for mainstream programming languages like C and Java. Mutation ...
SiameseFuse: A computationally efficient and a not-so-deep network to fuse visible and infrared images
(Elsevier, 2022-09)
Recent developments in pattern analysis have motivated many researchers to focus on developing deep learning based solutions in various image processing applications. Fusing multi-modal images has been one such application ...
Combined weight and density bounds on the polynomial threshold function representation of Boolean functions
(Elsevier, 2022-08)
In an earlier report it was shown that an arbitrary n-variable Boolean function f can be represented as a polynomial threshold function (PTF) with 0.75×2n or less number of monomials. In this report, we derive an upper ...
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