Works Published in 2022

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Displaying works 241 - 247 of 247 in total

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2022 article

The Secret to Better AI and Better Software (Is Requirements Engineering)

Bencomo, N., Guo, J. L. C., Harrison, R., Heyn, H.-M., & Menzies, T. (2022, January). IEEE SOFTWARE, Vol. 39, pp. 105–110.

TL;DR: Recently, practitioners and researchers met to discuss the role of requirements, and AI and SE, and the results offered here notes on that fascinating discussion. (via Semantic Scholar)
Sources: Web Of Science, ORCID
Added: January 3, 2022

2022 journal article

Omni: automated ensemble with unexpected models against adversarial evasion attack

EMPIRICAL SOFTWARE ENGINEERING, 27(1).

By: R. Shu n, T. Xia n, L. Williams n & T. Menzies n

author keywords: Hyperparameter optimization; Ensemble defense; Adversarial evasion attack
TL;DR: Omni is a promising approach as a defense strategy against adversarial attacks when compared with other baseline treatments, and it is suggested to create ensemble with unexpected models that are distant from the attacker’s expected model through methods such as hyperparameter optimization. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Sources: Web Of Science, ORCID
Added: December 6, 2021

2022 journal article

Exploring Data Analytics Without Decompression on Embedded GPU Systems

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 33(7), 1553–1568.

author keywords: Graphics processing units; Embedded systems; Data analysis; Parallel processing; Instruction sets; Optimization; Random access memory; TADOC; embedded GPU systems; compression; data analytics
TL;DR: G-TADOC is proposed, a novel data analytics method for efficient text analytics directly on compression on embedded GPU systems that involves special optimizations for embedded GPUs, such as utilizing the CPU-GPU shared unified memory. (via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: Web Of Science, ORCID
Added: November 23, 2021

2022 journal article

Demystifying regular expression bugs A comprehensive study on regular expression bug causes, fixes, and testing

EMPIRICAL SOFTWARE ENGINEERING, 27(1).

By: P. Wang, C. Brown*, J. Jennings n & K. Stolee n

author keywords: Regular expression bug characteristics; Pull requests; Bug fixes; Test code
TL;DR: An empirical study of 356 regex-related bugs from merged pull requests in Apache, Mozilla, Facebook, and Google GitHub repositories identifies and classify the nature of the regular expression problems, the fixes, and the related changes in the test code. (via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions (OpenAlex)
Source: Web Of Science
Added: November 15, 2021

2022 journal article

POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 33(2), 459–475.

author keywords: Task analysis; Indexing; Data analysis; Technological innovation; Dictionaries; Data structures; Standards; Near orthogonal processing on compression; direct processing on compressed data; TADOC; orthogonal POC
TL;DR: This work proposes a novel concept, orthogonal processing on compression (orthogonal POC), which means that text analytics can be efficiently supported directly on compressed data, regardless of the type of the data processing, and yields a unified high-performance library, called POCLib. (via Semantic Scholar)
Sources: Web Of Science, ORCID
Added: August 16, 2021

2022 journal article

Two-Computer Pair Programming: Exploring a Feedback Intervention to improve Collaborative Talk in Elementary Students.

COMPUTER SCIENCE EDUCATION, 32(1), 3–29.

author keywords: Pair programming; collaboration; elementary school; feedback; intervention
TL;DR: This study employs an intervention to explore the role instructor-directed feedback plays on elementary students’ dyadic collaboration during 2-computer pair programming and highlights ways to support students in pair programming contexts so that they can maximize the benefits afforded through these experiences. (via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education (Web of Science)
Source: Web Of Science
Added: March 8, 2021

2022 journal article

Reliability estimation of jacket type offshore platforms against seismic and wave loadings applied in time domain

SHIPS AND OFFSHORE STRUCTURES, 17(1), 143–152.

author keywords: Offshore platforms; reliability estimation; seismic excitation; wave loading; advanced factorial schemes; Kriging
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: November 16, 2020

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