Works Published in 2018
Displaying works 21 - 40 of 131 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2018 journal article
Editorial 2017 Best Paper Award
IEEE Transactions on Semiconductor Manufacturing, 31(3), 325–325.
ieeexplore.ieee.org (publisher PDF)
Source: ORCID
Added: February 24, 2022
2018 conference paper
Real-Time Predictive Analytics Using Degradation Image Data
Proceedings - Annual Reliability and Maintainability Symposium, 2018-January.
Contributors: X. Fang* , K. Paynabar * & N. Gebraeel *
TL;DR:
This paper proposed a penalized (log)-location-scale regression model that can utilize high dimensional tensors to predict the residual useful lifetime of systems and a numerical algorithm with global convergence property was developed for the model estimation.
(via Semantic Scholar)
Source: ORCID
Added: February 24, 2022
2018 journal article
Learning Framework of Multimodal Gaussian-Bernoulli RBM Handling Real-value Input Data
Neurocomputing, 275(1), 1813–1822.
author keywords: Multi-modal Gaussian-Bernoulli restricted Boltzmann machine (MGBRBM); Gaussian mixture model (GMM); Gaussian-Bernoulli restricted Boltzmann machine (GBRBM); Memetic algorithm; Real-valued input data
TL;DR:
The proposed Gaussian mixture model (GMM) based RBM is proposed and is able to apply real-valued input data extensively and reduce difficulties of learning parameters by capturing the characteristics of real-value input data using GMM.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Source: ORCID
Added: September 11, 2021
2018 conference paper
A simulation model to assess the impact of insurance expansion on colorectal cancer screening at the population level
Proceedings of the 2018 Winter Simulation Conference, 2701–2712.
Event: IEEE Press
Source: ORCID
Added: April 9, 2021
2018 journal article
L1-norm based Major Component Detection and Analysis for Asymmetric Radial Data
International Journal of Operations Research, 15, 89–100.
Sources: NC State University Libraries, NC State University Libraries
Added: March 22, 2021
2018 conference paper
The Distracted Worker: Effect on Hazard Recognition and Safety Performance
Construction Research Congress 2018. Presented at the Construction Research Congress 2018, New Orleans, Louisiana.
Event: Construction Research Congress 2018 at New Orleans, Louisiana on April 2-4, 2018
Source: Crossref
Added: December 11, 2020
2018 journal article
The impacts of perceptual load and driving duration on mind wandering in driving
Transportation Research Part F: Traffic Psychology and Behaviour, 57, 75–83.
author keywords: Mind wandering; Driving; Distraction; Generalized additive modeling; Mixed effects modeling; Perceptual load; Driving duration
Source: Crossref
Added: December 11, 2020
2018 journal article
ℓ1-Norm Based Central Point Analysis for Asymmetric Radial Data
Annals of Data Science, 5(3), 469–486.
Sources: Crossref, NC State University Libraries
Added: December 11, 2020
2018 journal article
Development of a signal-head-free intersection control logic in a fully connected and autonomous vehicle environment
Transportation Research Part C: Emerging Technologies, 92, 412–425.
Contributors: A. Mirheli *, L. Hajibabai* & A. Hajbabaie *
author keywords: Control logic; Autonomous intersection control; Monte Carlo tree search; Look-ahead model; Connected and autonomous vehicles; Dynamic programming
Source: ORCID
Added: October 6, 2020
2018 journal article
Optimal design of the seasonal influenza vaccine with manufacturing autonomy
INFORMS Journal on Computing, 30(2), 371–387.
Contributors: O. Özaltin n , O. Prokopyev * & A. Schaefer *
author keywords: influenza vaccine; multistage stochastic mixed-integer programming; bilevel programming; integer programming
TL;DR:
This model integrates the flu shot composition and manufacturing in a stochastic and dynamic environment and derives a branch-and-price algorithm to find the global optimal solution.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: ORCID
Added: May 6, 2020
2018 journal article
On a class of bilevel linear mixed-integer programs in adversarial settings
Journal of Global Optimization, 71(1), 91–113.
Contributors: M. Zare*, O. Özaltın n & O. Prokopyev *
author keywords: Bilevel linear mixed-integer programs; Bilevel linear programs; Computational complexity; Strong-weak approach; Pessimistic bilevel programs
TL;DR:
This work considers a class of bilevel linear mixed-integer programs, where the follower’s optimization problem is a linear program, and extends this new modeling approach by considering strong-weak bilevel programs, where the leader is not certain if the follower is collaborative or adversarial, and thus attempts to make a decision by taking into account both cases via a convex combination of the corresponding objective function values.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
16. Peace, Justice and Strong Institutions
(OpenAlex)
Source: ORCID
Added: May 6, 2020
2018 journal article
Quantitative modeling of user performance in multitasking environments
Computers in Human Behavior, 84, 130–140.
author keywords: Multitasking; Quantitative modeling; MATB-II; Working memory capacity; Task difficulty; Mental workload
TL;DR:
A framework to quantitatively evaluate multitasking systems and improve human performance in order to understand the interaction between systems and human operators is provided.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science)
Source: Crossref
Added: February 24, 2020
2018 journal article
Cover Image
Human Factors and Ergonomics in Manufacturing & Service Industries, 28(2), i-i.
Sources: Crossref, NC State University Libraries
Added: February 24, 2020
2018 journal article
Rapid Fabrication and Characterization of SERS Substrates
Procedia Manufacturing, 26, 580–586.
author keywords: AFM-based nanofabrication; SERS substrates; ultrasonic vibration assisted nanomachining
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Crossref, NC State University Libraries, ORCID
Added: February 24, 2020
2018 journal article
Modeling of Catalyst-free Growth Process of ZnO Nanowires
Procedia Manufacturing, 26, 349–358.
author keywords: ZnO nanowire synthesis; chemical vapor deposition (CVD); process modeling
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
Sources: Crossref, NC State University Libraries, ORCID
Added: February 24, 2020
2018 journal article
A survey of semiconductor supply chain models Part II: demand planning, inventory management, and capacity planning
International Journal of Production Research, 56(13), 4546–4564.
author keywords: supply chain management; semiconductor industry; capacity planning; inventory management; demand uncertainty
TL;DR:
This paper reviews the areas of Demand Planning, Inventory Management and Capacity Planning in semiconductor supply chains and discusses models to support Master Planning, Production Planning and Demand Fulfilment in this industry.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
12. Responsible Consumption and Production
(Web of Science)
Sources: Crossref, NC State University Libraries
Added: February 24, 2020
2018 journal article
Correction to: Evaluation of Orientation Dependence of Fracture Toughness and Fatigue Crack Propagation Behavior of As-Deposited ARCAM EBM Ti-6Al-4V
JOM, 70(3), 436–436.
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(Web of Science)
Sources: Crossref, NC State University Libraries
Added: February 24, 2020
2018 journal article
Benchmarking robustness of load forecasting models under data integrity attacks
International Journal of Forecasting, 34(1), 89–104.
author keywords: Cybersecurity; Data integrity attack; Electric load forecasting; Linear regression; Neural network; Support vector regression; Fuzzy regression
TL;DR:
The effect of data integrity attacks on the accuracy of four representative load forecasting models (multiple linear regression, support vector regression, artificial neural networks, and fuzzy interaction regression) is revealed.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
Sources: Crossref, NC State University Libraries
Added: February 24, 2020
2018 journal article
Structured linear reformulation of binary quadratically constrained quadratic programs
Optimization Letters, 11.
author keywords: Quadratically constrained quadratic program; Binary program; Linear reformulation; 0-1 mixed integer linear program
TL;DR:
Theoretical proof shows the proposed reformulation provides a tighter linearization for each quadratic term comparing to other known linear reformulations, and superior computational efficiency in terms of the running time and number of nodes explored.
(via Semantic Scholar)
Sources: Crossref, NC State University Libraries
Added: February 24, 2020
2018 journal article
A Case Study for Blockchain in Manufacturing: “FabRec”: A Prototype for Peer-to-Peer Network of Manufacturing Nodes
Procedia Manufacturing, 26, 1180–1192.
author keywords: blockchain; cyber-physical systems; smart contracts; ethereum; decentralized networks; shareable databases
TL;DR:
The proposed FabRec system decentralizes critical information about the manufacturer and makes it available on a peer-to-peer network composed of fiduciary nodes to ensure transparency and data provenance through a verifiable audit trail.
(via Semantic Scholar)
Sources: Crossref, NC State University Libraries
Added: January 25, 2020
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