Works Published in 2021
Displaying works 21 - 29 of 29 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2021 journal article
CoCoPIE: Enabling Real-Time AI on Off-the-Shelf Mobile Devices via Compression-Compilation Co-Design
COMMUNICATIONS OF THE ACM, 64(6), 62–68.
TL;DR:
A new framework allows intelligence on mainstream end devices without special hardware to be placed on smartphones and tablets without needing special hardware.
(via Semantic Scholar)
dl.acm.org (publisher PDF)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: June 21, 2021
2021 journal article
SURROGATE BASED MUTUAL INFORMATION APPROXIMATION AND OPTIMIZATION FOR URBAN SOURCE LOCALIZATION
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 11(5), 39–55.
author keywords: computational statistics; information theory; bayesian inference; spatial statistics
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science; OpenAlex)
Sources: Web Of Science, ORCID
Added: June 21, 2021
2021 journal article
Reuse-centric k-means configuration
INFORMATION SYSTEMS, 100.
author keywords: K-means; Algorithm configuration; Computation reuse
Sources: Web Of Science, ORCID
Added: June 10, 2021
2021 journal article
A Machine Learning Based Ensemble Forecasting Optimization Algorithm for Preseason Prediction of Atlantic Hurricane Activity
ATMOSPHERE, 12(4).
author keywords: hurricane prediction; machine learning; ensemble model
TL;DR:
The results show that neither SAE nor ML-OE was able to improve the forecasts of the response variables when all models show consistent bias, and that increasing the number of ensemble members does not necessarily lead to better ensemble forecasts.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
Sources: Web Of Science, ORCID
Added: May 17, 2021
2021 journal article
Multi-model penalized regression
STATISTICAL ANALYSIS AND DATA MINING, 14(6), 698–722.
author keywords: model averaging; model uncertainty; penalized regression; variable selection
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: February 1, 2021
2021 journal article
Practical reliability growth modeling
Quality and Reliability Engineering International.
author keywords: Bayesian reliability growth modeling; Crow model; Duane model; intensity function; mean time between failures; nonhomogeneous Poisson process; PM2; reliability growth planning; reliability growth projection; reliability growth tracking
Source: ORCID
Added: December 25, 2020
2021 journal article
TADOC: Text analytics directly on compression
VLDB JOURNAL, 30(2), 163–188.
author keywords: Text analytics; Document analytics; Compression; Sequitur
TL;DR:
A series of guidelines and technical solutions that effectively address challenges of text analytics directly on compression, including the adoption of a hierarchical compression method and a set of novel algorithms and data structure designs are presented.
(via Semantic Scholar)
Source: Web Of Science
Added: October 5, 2020
2021 journal article
An Automatic Synthesizer of Advising Tools for High Performance Computing
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 32(2), 330–341.
author keywords: Tools; Optimization; Programming; Syntactics; Semantics; Guidelines; Natural language processing; Performance tools; natural language processing; code optimization
TL;DR:
Egeria is built based on a distinctive multi-layered design that leverages natural language processing (NLP) techniques and extends them with HPC-specific knowledge and considerations and can retrieve relevant optimization knowledge for optimization questions.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Sources: Web Of Science, ORCID
Added: September 28, 2020
2021 journal article
Polynomial Treedepth Bounds in Linear Colorings
ALGORITHMICA, 83(1), 361–386.
Contributors: J. Kun*, M. O’Brien n, M. Pilipczuk * & B. Sullivan n
author keywords: Linear colorings; p-centered colorings; Bounded expansion; Treedepth
TL;DR:
A polynomial upper bound on the treedepth in general graphs is established, and tighter bounds in trees and interval graphs via constructive coloring algorithms are given via constructive coloring algorithms.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, ORCID
Added: September 21, 2020
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