Works Published in 2022
Displaying works 141 - 160 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
Black-Box Anonymous Commit-and-Prove
SECURITY AND CRYPTOGRAPHY FOR NETWORKS (SCN 2022), Vol. 13409, pp. 591–614.
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions
(OpenAlex)
Source: Web Of Science
Added: November 14, 2022
2022 article
Robust Adaptive Scaffolding with Inverse Reinforcement Learning-Based Reward Design
ARTIFICIAL INTELLIGENCE IN EDUCATION: POSTERS AND LATE BREAKING RESULTS, WORKSHOPS AND TUTORIALS, INDUSTRY AND INNOVATION TRACKS, PRACTITIONERS AND DOCTORAL CONSORTIUM, PT II, Vol. 13356, pp. 204–207.
author keywords: Inverse reinforcement learning; Reward modeling; Adaptive learning environments; Adaptive scaffolding; ICAP
Source: Web Of Science
Added: November 14, 2022
2022 article
Multimodal Behavioral Disengagement Detection for Collaborative Game-Based Learning
ARTIFICIAL INTELLIGENCE IN EDUCATION: POSTERS AND LATE BREAKING RESULTS, WORKSHOPS AND TUTORIALS, INDUSTRY AND INNOVATION TRACKS, PRACTITIONERS AND DOCTORAL CONSORTIUM, PT II, Vol. 13356, pp. 218–221.
author keywords: Multimodal learning; Collaborative game-based learning; Behavioral disengagement
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science; OpenAlex)
Source: Web Of Science
Added: November 14, 2022
2022 conference paper
Characterizing High School Participants’ Motivations and Outcomes in a Service-Oriented Summer Internship
Isvik, A., Lytle, N., Catete, V., & Barnes, T. (2022, November 17).
TL;DR:
Why interns participated in the program, what they expected to get out of the internship, and what they perceived to be the impacts of participating in the internship are identified.
(via Semantic Scholar)
Source: ORCID
Added: November 13, 2022
2022 journal article
Investigating a visual interface for elementary students to formulate AI planning tasks
JOURNAL OF COMPUTER LANGUAGES, 73.
author keywords: Artificial intelligence education for K-12; Visual interface; Game-based learning
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science)
Source: Web Of Science
Added: November 7, 2022
2022 article
Reconstructing Missing EHRs Using Time-Aware Within- and Cross-Visit Information for Septic Shock Early Prediction
2022 IEEE 10TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI 2022), pp. 151–162.
author keywords: Electronic Health Records(EHRs); EHRs Imputation; Septic Shock Early Prediction
TL;DR:
A Time-Aware Dual-Cross-Visit missing value imputation method, named TA-DualCV, which spontaneously leverages multivariate dependencies across features and longitudinal dependencies both within- and cross-visit to maximize the information extracted from limited observable records in EHRs.
(via Semantic Scholar)
arxiv.org (repository)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: October 31, 2022
2022 article
DREW: Efficient Winograd CNN Inference with Deep Reuse
PROCEEDINGS OF THE ACM WEB CONFERENCE 2022 (WWW'22), pp. 1807–1816.
author keywords: data reuse; deep reuse; Winograd; Web systems
TL;DR:
A new inference method, called DREW, is proposed, which combines deep reuse with Winograd for further accelerating CNNs, and can detect the similarities from the complex minimal filtering patterns by clustering and reduce the online clustering cost in a reasonable range.
(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: October 31, 2022
2022 article
Measuring the Privacy vs. Compatibility Trade-off in Preventing Third-Party Stateful Tracking
PROCEEDINGS OF THE ACM WEB CONFERENCE 2022 (WWW'22), pp. 710–720.
author keywords: browsers; cookies; compatibility; breakage; tracking; privacy; measurement; crawling
TL;DR:
It is found that making third-party storage partitioned by first-party, and lifetimes by site-session achieves the best privacy and compatibility trade-off.
(via Semantic Scholar)
Source: Web Of Science
Added: October 31, 2022
2022 article
Left or Right: A Peek into the Political Biases in Email Spam Filtering Algorithms During US Election 2020
PROCEEDINGS OF THE ACM WEB CONFERENCE 2022 (WWW'22), pp. 2491–2500.
author keywords: US Elections; Emails; Spam; Bias; Political Bias; Algorithm Bias
TL;DR:
It is observed that the SFAs of different email services indeed exhibit biases towards different political affiliations, and the impact of the interactions (such as reading or marking emails as spam) of email recipients on these biases is studied.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: October 31, 2022
2022 article
Editorial: High-performance tensor computations in scientific computing and data science
Di Napoli, E., Bientinesi, P., Li, J., & Uschmajew, A. (2022, September 23). FRONTIERS IN APPLIED MATHEMATICS AND STATISTICS, Vol. 8.
author keywords: tensor operation; tensor decomposition; tensor network; multilinear algebra; high performance optimization; low-rank approximation; Deep Learning; tensor library
TL;DR:
High-performance tensor computations in scientific computing and data science and that the original publication in this journal is cited, in accordance with accepted academic practice.
(via Semantic Scholar)
Source: Web Of Science
Added: October 31, 2022
2022 article
The AERPAW Experiment Workflow - Considerations for Designing Usage Models for a Computing-supported Physical Research Platform
IEEE INFOCOM 2022 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS).
author keywords: Wireless; testbed; 5G; NextG; UAV; UAS; drone
TL;DR:
The challenges and considerations of designing an experiment workflow that balances the need for guaranteeing safe testbed operation, and providing flexible programmatic access to this unique resource are articulated.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: October 31, 2022
2022 journal article
Preliminary Evaluation of a System with On-Body and Aerial Sensors for Monitoring Working Dogs
SENSORS, 22(19).
author keywords: ECG; heart rate variability; electrodes; machine learning; 3D printing; wearable; drone; UAV; embedded system
MeSH headings : Algorithms; Animals; Dogs; Electrocardiography; Heart Rate; Monitoring, Physiologic; Working Dogs
TL;DR:
An initial effort towards deployment of on-body and aerial sensors to monitor the working dogs and their environments during scent detection and search and rescue tasks in order to ensure their welfare, enable novel dog-machine interfaces, and allow for higher success rate of remote and automated task performance is presented.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: October 24, 2022
2022 journal article
Energy Efficient Boosting of GEMM Accelerators for DNN via Reuse
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 27(5).
author keywords: Reuse; deep neural networks; gemm; accelerator
TL;DR:
This article presents an in-depth exploration of architectural support for reuse-centric CNN, addresses some major limitations of the state-of-the-art design and proposes a novel hardware accelerator that improves neuron vector similarity detection and reduces the energy consumption of reuse-focused CNN inference.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
7. Affordable and Clean Energy
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: October 17, 2022
2022 article
CLAIRE: Enabling Continual Learning for Real-time Autonomous Driving with a Dual-head Architecture
2022 IEEE 25TH INTERNATIONAL SYMPOSIUM ON REAL-TIME DISTRIBUTED COMPUTING (ISORC 2022), pp. 51–60.
author keywords: Autonomous Systems; On-board Continual Learning; Real-Time Deep Learning Inference
TL;DR:
A novel lightweight dual-head detection network architecture is proposed to overcome forgetting and to support fast on-board continual learning on small sets of new images and assesses the feasibility of continual learning methods for autonomous driving.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: October 17, 2022
2022 article
Automating Operator Oversight in an Autonomous, Regulated, Safety-Critical Research Facility
2022 31ST INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN 2022).
author keywords: Wireless; testbed; 5G; NextG; UAV; UAS; drone
TL;DR:
The challenges and considerations of designing architectural mechanisms that balance freedom of experimentation with regulatory compliance and safety are articulated, and the architectural features of AERPAW are presented that attempt to realize these lofty goals.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: October 17, 2022
2022 article
A Distributed & Lightweight Framework to Secure IoT Networks Against Network Layer Attacks
A Distributed & Lightweight Framework to Secure IoT Networks Against Network Layer Attacks. 2022 31ST INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN 2022).
TL;DR:
NLSec is presented, a fully distributed and lightweight framework that can detect arbitrary network layer (NL) attacks in any given IoTN, localize (i.e., identify) the compromised nodes, and mitigate the attacks by isolating the compromised node automatically.
(via Semantic Scholar)
Source: Web Of Science
Added: October 17, 2022
2022 journal article
Deep transform and metric learning network: Wedding deep dictionary learning and neural network
NEUROCOMPUTING, 509, 244–256.
author keywords: Deep dictionary learning; Deep neural network; Metric learning; Transform learning; Proximal operator; Differentiable programming
TL;DR:
A novel DDL approach where each DL layer can be formulated as a combination of one linear layer and a Recurrent Neural Network (RNN) is proposed, shown to flexibly account for the layer-associated and learned metric.
(via Semantic Scholar)
Source: Web Of Science
Added: October 11, 2022
2022 journal article
Identification of Patients With Metastatic Prostate Cancer With Natural Language Processing and Machine Learning
JCO Clinical Cancer Informatics.
MeSH headings : Algorithms; Electronic Health Records; Humans; Machine Learning; Male; Natural Language Processing; Prostatic Neoplasms / diagnosis
TL;DR:
This population-level NLP model for identifying patients with mPCa was more accurate than using ICD9/10 billing codes when compared with chart-reviewed data and an International Classification of Diseases 9/10 code-based method.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: ORCID
Added: October 11, 2022
2022 article
Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU
2022 IEEE 36TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM (IPDPS 2022), pp. 515–525.
TL;DR:
A two-level representation named Bit-Block Compressed Sparse Row (B2SR) is proposed and a series of optimizations to the graph operations on B2SR by leveraging the intrinsics of modern GPUs are presented.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: September 29, 2022
2022 article
P-ckpt: Coordinated Prioritized Checkpointing
2022 IEEE 36TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM (IPDPS 2022), pp. 436–446.
author keywords: Fault Tolerance; High-Performance Computing; Failure Prediction; I/O subsystem; Checkpoint/Restart; Live Migration; Burst Buffers
TL;DR:
A novel checkpointing technique that aims to maintain the performance efficiency of failure-aware C/R models even when failures are predicted with a small lead time, and creates the hybrid p-ckpt model by integrating Live Migration because of its cost-effectiveness and to reduce checkpoint frequency.
(via Semantic Scholar)
Source: Web Of Science
Added: September 29, 2022
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