Edward P. Fitts Department of Industrial & Systems Engineering

Works Published in 2022

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Displaying works 101 - 120 of 123 in total

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

2022 article

Editorial

Uzsoy, R. (2022, February). IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, Vol. 35, pp. 1–1.

By: R. Uzsoy n

Sources: ORCID, Web Of Science, NC State University Libraries
Added: February 24, 2022

2022 review

Knowledge-based approaches to drug discovery for rare diseases

[Review of ]. DRUG DISCOVERY TODAY, 27(2), 490–502.

By: V. Alves*, D. Korn*, V. Pervitsky*, A. Thieme*, S. Capuzzi*, N. Baker, R. Chirkova n, S. Ekins* ...

author keywords: Informatics; Rare diseases; Drug discovery; Data mining; Knowledge graphs
MeSH headings : Artificial Intelligence; Drug Discovery / methods; Humans; Knowledge Bases; Machine Learning; Rare Diseases / drug therapy
TL;DR: It is expected that a broader application of knowledge graph mining and artificial intelligence approaches will expedite the discovery of viable drug candidates against both rare and common diseases. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: February 21, 2022

2022 journal article

The cost-effectiveness of depression screening for the general adult population

JOURNAL OF AFFECTIVE DISORDERS, 303, 306–314.

author keywords: Cost-effectiveness; Major depression; Minor depression; Routine screening; Incremental cost-effectiveness ratio (ICER)
MeSH headings : Adult; Cost-Benefit Analysis; Depression / diagnosis; Depression / epidemiology; Female; Humans; Male; Mass Screening / methods; Middle Aged; Quality of Life; Quality-Adjusted Life Years
UN Sustainable Development Goal Categories
3. Good Health and Well-being (Web of Science; OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: February 16, 2022

2022 journal article

Technology Pathways Could Help Drive the US West Coast Grid's Exposure to Hydrometeorological Uncertainty

EARTHS FUTURE, 10(1).

author keywords: power systems; capacity expansion; markets; weather; uncertainty; california
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: February 14, 2022

2022 journal article

A combination forecasting model based on hybrid interval multi-scale decomposition: Application to interval-valued carbon price forecasting

EXPERT SYSTEMS WITH APPLICATIONS, 191.

By: J. Liu n, P. Wang*, H. Chen* & J. Zhu*

author keywords: Combination forecasting; Interval-valued carbon price; Hybrid interval multi-scale decomposition; SVR; LSTM
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
Source: Web Of Science
Added: February 7, 2022

2022 article

Detecting Human Trust Calibration in Automation: A Convolutional Neural Network Approach

Choo, S., & Nam, C. (2022, January 19). IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, Vol. 1.

By: S. Choo n & C. Nam n

author keywords: Automation; Electroencephalography; Calibration; Feature extraction; Convolutional neural networks; Brain modeling; Task analysis; Convolutional neural network (CNN); deep learning (DL); electroencephalography (EEG); human-automation interaction (HAI); machine learning (ML); trust calibration; trust estimation
TL;DR: A convolutional neural network (CNN) based framework to estimate operators’ trust levels and detect their trust calibration in automation using image features of electroencephalogram (EEG) signals preserving temporal, spectral, and spatial information. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: February 7, 2022

2022 article

Multiscale Anisotropic Tissue Biofabrication via Bulk Acoustic Patterning of Cells and Functional Additives in Hybrid Bioinks

Chansoria, P., Asif, S., Gupta, N., Piedrahita, J., & Shirwaiker, R. A. (2022, January 27). ADVANCED HEALTHCARE MATERIALS, Vol. 1.

author keywords: 3D cell patterning; biofabrication; bioprinting; GelMA; hybrid bioinks; standing bulk acoustic waves; ultrasound
MeSH headings : Acoustics; Anisotropy; Bioprinting; Gelatin / chemistry; Humans; Hydrogels / chemistry; Methacrylates; Printing, Three-Dimensional; Tissue Engineering; Tissue Scaffolds / chemistry
TL;DR: A highly versatile ultrasound‐assisted biofabrication (UAB) approach is demonstrated that utilizes radiation forces generated by superimposing ultrasonic bulk acoustic waves to rapidly organize arrays of cells and other biomaterial additives within single and multilayered hydrogel constructs. (via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: February 7, 2022

2022 article

A Polynomial-Time Algorithm with Tight Error Bounds for Single-Period Unit Commitment Problem

Gao, R.-T., Fang, S.-C., Lu, C., & Xing, W.-X. (2022, January 28). JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF CHINA, Vol. 1.

By: R. Gao*, S. Fang n, C. Lu* & W. Xing*

author keywords: Nonlinear programming; Lagrangian dual; Unit commitment problem; Mixed-integer quadratic programming; Convex relaxation
TL;DR: Tight theoretical bounds for the absolute errors and relative errors of the approximate solutions generated by the proposed Lagrangian dual-based polynomial-time approximation algorithm for solving the single-period unit commitment problem are provided. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: February 7, 2022

2022 article

Hierarchical Optimization of Charging Infrastructure Design and Facility Utilization

Mirheli, A., & Hajibabai, L. (2022, January 21). IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, Vol. 1.

author keywords: Optimization; Costs; Batteries; Vehicle dynamics; Electric vehicle charging; Charging stations; Pricing; Global optimal; bi-level; hierarchical optimization; network design; dynamic pricing; equilibrium; electric vehicle; charging facility
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
13. Climate Action (Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: February 7, 2022

2022 article

Unmet needs and problems related to employment and working as reported by survivors with metastatic breast cancer

Sesto, M. E., Carroll, C. B., Zhang, X., Chen, K. B., Terhaar, A., Wilson, A. S., & Tevaarwerk, A. J. (2022, January 28). SUPPORTIVE CARE IN CANCER, Vol. 30.

By: M. Sesto*, C. Carroll*, X. Zhang*, K. Chen n, A. Terhaar*, A. Wilson*, A. Tevaarwerk*

author keywords: Metastatic survivorship; Return to work; Breast cancer; Employment; Evaluation; Work capacity; Needs assessment
MeSH headings : Breast Neoplasms / therapy; Employment; Female; Humans; Middle Aged; Surveys and Questionnaires; Survivors; Workplace
TL;DR: The ongoing need of information targeting MBC to facilitate the management of employment and financial issues early in the MBC trajectory is highlighted. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 7, 2022

2022 journal article

Fabrication, modeling, and characterization of soft twisting electrothermal actuators with directly printed oblique heater

JOURNAL OF MICROMECHANICS AND MICROENGINEERING, 32(3).

By: Y. Cao & J. Dong*

Contributors: Y. Cao & J. Dong*

author keywords: soft actuator; electrohydrodynamic (EHD) printing; soft twisting actuator; electrothermal actuator
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: January 31, 2022

2022 chapter

Personalized Predictions for Unplanned Urinary Tract Infection Hospitalizations with Hierarchical Clustering

In Springer Proceedings in Business and Economics (pp. 453–465).

By: L. Mao n, K. Vahdat n, S. Shashaani n & J. Swann n

TL;DR: A hierarchical clustering approach that leverages existing knowledge and data-driven algorithms to partition the population into groups of similar risk, followed by building a LASSO-Logistic Regression model for each group, achieves more accurate and precise predictions and offers more granular feature importance insights for each patient group. (via Semantic Scholar)
Source: ORCID
Added: January 29, 2022

2022 journal article

Core process representation in power system operational models: Gaps, challenges, and opportunities for multisector dynamics research

ENERGY, 238.

author keywords: Multisector dynamics; Power systems; Power system operational models; Review; Taxonomy
TL;DR: The modelling gaps and opportunities to advance the science for multisector adaptation and tradeoffs are discussed and process fidelity and tractability tradeoffs that have been adopted by the research community to address interactions between the power grid and hydrometeorological uncertainties, global. (via Semantic Scholar)
Source: Web Of Science
Added: December 6, 2021

2022 article

PREFACE

Fang, S.-C., Sheu, R.-L., & Tanaka, T. (2022, March). NUMERICAL ALGEBRA CONTROL AND OPTIMIZATION, Vol. 12, pp. I-II.

By: S. Fang*, R. Sheu & T. Tanaka

Sources: Web Of Science, NC State University Libraries
Added: November 29, 2021

2022 review

DISTRIBUTIONALLY ROBUST OPTIMIZATION: A REVIEW ON THEORY AND APPLICATIONS

[Review of ]. NUMERICAL ALGEBRA CONTROL AND OPTIMIZATION, 12(1), 159–212.

By: F. Lin*, X. Fang* & Z. Gao

Contributors: F. Lin*, X. Fang* & Z. Gao

author keywords: Distributionally robust optimization; uncertain decision-making; tractable methods; machine learning; operations research
TL;DR: This paper starts with reviewing the modeling power and computational attractiveness of DRO approaches, induced by the ambiguity sets structure and tractable robust counterpart reformulations, and summarizes the efficient solution methods, out-of-sample performance guarantee, and convergence analysis. (via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: November 29, 2021

2022 journal article

DIP: Natural history model for major depression with incidence and prevalence

JOURNAL OF AFFECTIVE DISORDERS, 296, 498–505.

author keywords: Major depression; Natural history; Prevalence; Incidence; Recall bias; Lifetime prevalence
MeSH headings : Bias; Depression; Depressive Disorder, Major / epidemiology; Female; Humans; Incidence; Male; Prevalence
UN Sustainable Development Goal Categories
3. Good Health and Well-being (Web of Science; OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: October 7, 2021

2022 journal article

Minimizing Total Logistics Cost for Long-Haul Multi-Stop Truck Transportation

Transportation Research Record: Journal of the Transportation Research Board, 2676(2), 367–378.

UN Sustainable Development Goal Categories
Source: ORCID
Added: September 24, 2021

2022 journal article

“FabNER”: information extraction from manufacturing process science domain literature using named entity recognition

Journal of Intelligent Manufacturing, 33(8), 2393–2407.

Contributors: A. Kumar n & B. Starly n

author keywords: NER; Technical language processing; TLP; Word2Vec; Topic modeling
TL;DR: This work presents a supervised machine learning approach to categorize unstructured text from 500K+ manufacturing science related scientific abstracts and labelling them under various manufacturing topic categories, using the developed NER model as a Technical Language Processing (TLP) workflow on manufacturing science documents. (via Semantic Scholar)
Source: ORCID
Added: June 24, 2021

2022 journal article

Two-dimensional variable selection and its applications in the diagnostics of product quality defects

IISE TRANSACTIONS, 54(7), 619–629.

By: C. Jeong n & X. Fang n

author keywords: Penalized matrix regression; two-dimensional variable selection; adaptive group LASSO; block coordinate proximal descent
Source: Web Of Science
Added: May 24, 2021

2022 journal article

Optimal planar facility location with dense demands along a curve

Journal of the Operational Research Society, 73(8), 1844–1855.

By: J. Zhou*, S. Fang n, S. Jiang* & S. Ju*

author keywords: Facility location; dense demand; alternative location and allocation approach; p-median problem
Source: Web Of Science
Added: May 17, 2021

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