Works Published in 2021
Displaying works 141 - 160 of 269 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2021 article
Documenting Evidence of a Reuse of 'A Systematic Study of the Class Imbalance Problem in Convolutional Neural Networks'
PROCEEDINGS OF THE 29TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING (ESEC/FSE '21), pp. 1595–1595.
Contributors: R. Yedida n & T. Menzies n
author keywords: reuse; replication; oversampling; defect prediction
TL;DR:
The reuse of oversampling, and modifications to the basic approach, used in a recent TSE ’21 paper by YedidaMenzies is reported, which is the oversampled technique studied by Buda et al.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: January 4, 2022
2021 article
Documenting Evidence of a Reuse of 'On the Number of Linear Regions of Deep Neural Networks'
PROCEEDINGS OF THE 29TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING (ESEC/FSE '21), pp. 1596–1596.
Contributors: R. Yedida n & T. Menzies n
author keywords: reuse; replication; deep learning; defect prediction
TL;DR:
The reuse of theoretical insights from deep learning literature is reported here, used in a recent TSE '21 paper by Yedida & Menzies, and the reuse of Theorem 4 from Montufar et al. is documented.
(via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: January 4, 2022
2021 article
CrawlPhish: Large-Scale Analysis of Client-Side Cloaking Techniques in Phishing
Zhang, P., Oest, A., Cho, H., Sun, Z., Johnson, R. C., Wardman, B., … Ahn, G.-J. (2021, December 10). IEEE SECURITY & PRIVACY.
author keywords: Phishing; Codes; Browsers; Security; Crawlers; Visualization; Internet
Source: Web Of Science
Added: January 3, 2022
2021 journal article
Operationalizing Intentionality to Play Hanabi With Human Players
IEEE TRANSACTIONS ON GAMES, 13(4), 388–397.
author keywords: Games; Artificial intelligence; Timing; Color; Special issues and sections; Intelligent agents; Communication channels; Game artificial intelligence; human computer interaction; intelligent agents; logic
TL;DR:
Artificial intelligence agents that are designed to play the cooperative card game Hanabi by making use of the fact that human players expect other players to act intentionally by formulating goals of their own and planning how to achieve them are described.
(via Semantic Scholar)
Source: Web Of Science
Added: January 3, 2022
2021 journal article
Whence to Learn? Transferring Knowledge in Configurable Systems Using BEETLE
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 47(12), 2956–2972.
author keywords: Performance optimization; SBSE; transfer learning; bellwether
TL;DR:
This paper proposes a novel transfer learning framework called BEETLE, which is a “bellwether”-based transfer learner that focuses on identifying and learning from the most relevant source from amongst the old data.
(via Semantic Scholar)
arxiv.org (repository)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: January 3, 2022
2021 article
Automated Debugging: Past, Present, and Future (ISSTA Impact Paper Award)
ISSTA '21: PROCEEDINGS OF THE 30TH ACM SIGSOFT INTERNATIONAL SYMPOSIUM ON SOFTWARE TESTING AND ANALYSIS, pp. 1–1.
author keywords: Statistical Fault Localization; Automated Debugging; User Studies
TL;DR:
This talk revisits the original paper and the work that led to it, and assess the impact of research by reviewing how the area of automated debugging has evolved since the paper was published, and reflecting on the current state of the art in this area.
(via Semantic Scholar)
Source: Web Of Science
Added: January 3, 2022
2021 journal article
UDF to SQL Translation through Compositional Lazy Inductive Synthesis
PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL, 5(OOPSLA).
author keywords: program synthesis; source-to-source compiler; query optimization
TL;DR:
A new technique for translating SQL queries with UDFs to pure SQL expressions using a novel compositional strategy that decomposes the synthesis task into simpler sub-problems and scales significantly better than traditional CEGIS.
(via Semantic Scholar)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: January 2, 2022
2021 journal article
Coarsening Optimization for Differentiable Programming
PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL, 5(OOPSLA).
author keywords: differentiable programming; compiler; program optimizations; SSA; Calculus
TL;DR:
This work introduces phi-calculus, a novel method to allow symbolic reasoning and differentiation of computations that involve branches and loops and avoids "expression swell" in symbolic differentiation and balance reuse and coarsening through the design of reuse-centric segment of interest identification.
(via Semantic Scholar)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: January 2, 2022
2021 journal article
Spatially Explicit Fuzzy Cognitive Mapping for Participatory Modeling of Stormwater Management
LAND, 10(11).
Contributors: C. White n , H. Mitasova n , T. Bendor *, K. Foy*, O. Pala n , J. Vukomanovic n, R. Meentemeyer n
author keywords: flooding; geospatial analytics; GRASS GIS; knowledge elicitation; spatial scale dependency; socio-environmental systems; climate change; urban growth; socio-hydrology
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: December 20, 2021
2021 journal article
Regularity properties of Haar Frames
COMPTES RENDUS MATHEMATIQUE, 359(9), 1107–1117.
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(Web of Science)
Source: Web Of Science
Added: December 20, 2021
2021 article
Chronic Pain Patient "Advocates" and Their Focus on Opiophilia: Barking Up the Wrong Tree?
JOURNAL OF PAIN RESEARCH, Vol. 14, pp. 3627–3630.
TL;DR:
It is posited that advocating solely for access to opioid analgesia is in fact advocating for ineffective, purely biomedical care, as opposed to coordinated interdisciplinary treatment that is likely to be far more beneficial for most patients.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: December 13, 2021
2021 article
Sociotechnical Perspectives on AI Ethics and Accountability
Kokciyan, N., Srivastava, B., Huhns, M., & Singh, M. (2021, November). IEEE INTERNET COMPUTING, Vol. 25, pp. 5–6.
Sources: ORCID, Web Of Science, NC State University Libraries
Added: December 11, 2021
2021 journal article
Accountability as a Foundation for Requirements in Sociotechnical Systems
IEEE INTERNET COMPUTING, 25(6), 33–41.
author keywords: Authorization; Hospitals; Contracts; Sociotechnical systems; Law; Internet; Delays
TL;DR:
The metamodel for STSs captures accountability requirements as relational constructs inspired from legal concepts, such as commitments, authorization, and prohibition, and is applied to a healthcare process and shows how it helps address the problems of ineffective interaction.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions
(OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: December 11, 2021
2021 book
Continuous Human Learning Optimization with Enhanced Exploitation
In Communications in Computer and Information Science (pp. 472–487).
Contributors: L. Wang *, B. Huang *, X. Wu & R. Yang n
Source: ORCID
Added: December 6, 2021
2021 article
Brief Industry Paper: Towards Real-Time 3D Object Detection for Autonomous Vehicles with Pruning Search
2021 IEEE 27TH REAL-TIME AND EMBEDDED TECHNOLOGY AND APPLICATIONS SYMPOSIUM (RTAS 2021), pp. 425–428.
author keywords: 3D object detection; real-time; point cloud
TL;DR:
It is demonstrated in experiments that for the first time, the pruning search framework can achieve real-time 3D object detection on mobile with state-of-the-art detection performance.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: November 29, 2021
2021 article
DYNAMIC GRAPH LEARNING BASED ON GRAPH LAPLACIAN
2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), pp. 1090–1094.
author keywords: Dynamic Graph Learning; Graph Signal Processing; Sparse Signal; Convex Optimization
TL;DR:
This work forms a quadratic objective functional of observed node signals over short time intervals, subjected to the proper regularization reflecting the graph smoothness and other dynamics involving the underlying graph’s Laplacian, as well as the time evolution smoothness of the underlyinggraph.
(via Semantic Scholar)
Source: Web Of Science
Added: November 29, 2021
2021 article
GENERATIVE INFORMATION FUSION
2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), pp. 3990–3994.
author keywords: multimodal fusion; remote sensing; gans
TL;DR:
The ability to exploit sensing modalities for mitigating an unrepresented modality or for potentially re-targeting resources is demonstrated, and experiments show that emulating a multi-modal system by perturbing a single modality with noise can help us achieve competitive results compared to using multiple modalities.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
15. Life on Land
(Web of Science)
Source: Web Of Science
Added: November 29, 2021
2021 article
DEEP TRANSFORM AND METRIC LEARNING NETWORKS
2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), pp. 2735–2739.
author keywords: Deep Dictionary Learning; Deep Neural Network; Metric Learning; Transform Learning; Proximal Operator; Differentiable Programming
TL;DR:
This work proposes a novel Deep DL approach where each DL layer can be formulated and solved as a combination of one linear layer and a Recurrent Neural Network, where the RNN is flexibly regraded as a layer-associated learned metric.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: Web Of Science
Added: November 29, 2021
2021 journal article
Improving Vulnerability Inspection Efficiency Using Active Learning
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 47(11), 2401–2420.
author keywords: Inspection; Software; Tools; Security; Predictive models; Error correction; NIST; Active learning; security; vulnerabilities; software engineering; error correction
TL;DR:
HARMLESS is an incremental support vector machine tool that builds a vulnerability prediction model from the source code inspected to date, then suggests what source code files should be inspected next, then provides feedback on when to stop.
(via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: November 29, 2021
2021 article
Counter-Collusion Smart Contracts for Watchtowers in Payment Channel Networks
IEEE CONFERENCE ON COMPUTER COMMUNICATIONS (IEEE INFOCOM 2021).
TL;DR:
This work leverages smart contracts through economic approaches to counter collusions for watchtowers in PCNs to bring distrust between the watchtower and the counterparty, so that rational parties do not collude or cheat.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: November 23, 2021
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