IAFSE-CIDSE: Industrial, Systems and Operations Engineering

Research Output 1985 2019

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2019

Accurate patient-specific machine learning models of glioblastoma invasion using transfer learning

Hu, L. S., Yoon, H., Eschbacher, J. M., Baxter, L. C., Dueck, A. C., Nespodzany, A., Smith, K. A., Nakaji, P., Xu, Y., Wang, L., Karis, J. P., Hawkins-Daarud, A. J., Singleton, K. W., Jackson, P. R., Anderies, B. J., Bendok, B. R., Zimmerman, R. S., Quarles, C., Porter-Umphrey, A. B., Mrugala, M. M. & 11 others, Sharma, A., Hoxworth, J. M., Sattur, M. G., Sanai, N., Koulemberis, P. E., Krishna, C., Mitchell, J. R., Wu, T., Tran, N. L., Swanson, K. R. & Li, J., Jan 1 2019, In : American Journal of Neuroradiology. 40, 3, p. 418-425 8 p.

Research output: Contribution to journalArticle

Open Access
Glioblastoma
Cell Count
Neoplasms
Image-Guided Biopsy
Diffusion Tensor Imaging

Comparing D-optimal designs with common mixture experimental designs for logistic regression

Mancenido, M., Pan, R., Montgomery, D. & Anderson-Cook, C. M., Apr 15 2019, In : Chemometrics and Intelligent Laboratory Systems. 187, p. 11-18 8 p.

Research output: Contribution to journalArticle

Design of experiments
Logistics
Optimal design
Experiments
Time Management
Decision support systems
Supply chains
Semiconductors
Decision Support Techniques
1 Citation (Scopus)

Integrated analysis of productivity and machine condition degradation: Performance evaluation and bottleneck identification

Kang, Y. & Ju, F., Jan 1 2019, (Accepted/In press) In : IISE Transactions.

Research output: Contribution to journalArticle

Productivity
Degradation
Industrial plants
Agglomeration
Decision making

Real-Time Monitoring and Control of Urea Hydrolysis in Cyber-Enabled Nonwater Urinal System

Saetta, D., Padda, A., Li, X., Leyva, C., Mirchandani, P., Boscovic, D. & Boyer, T., Mar 19 2019, In : Environmental Science and Technology. 53, 6, p. 3187-3197 11 p.

Research output: Contribution to journalArticle

urea
Urea
hydrolysis
Hydrolysis
Monitoring

Seeing the forest through the trees

Muchlinski, D. A., Siroky, D., He, J. & Kocher, M. A., Jan 1 2019, In : Political Analysis. 27, 1, p. 111-113 3 p.

Research output: Contribution to journalArticle

TD-OCBA: Optimal computing budget allocation and time dilation for simulation optimization of manufacturing systems

Zhu, Y., Pedrielli, G. & Hay Lee, L., Mar 4 2019, In : IISE Transactions. 51, 3, p. 219-231 13 p.

Research output: Contribution to journalArticle

Time series
Experiments
Discrete event simulation
Analytical models
Simulators

Transient analysis and real-time control of geometric serial lines with residence time constraints

Wang, F., Ju, F. & Kang, N., Jan 1 2019, (Accepted/In press) In : IISE Transactions.

Research output: Contribution to journalArticle

Real time control
Transient analysis
Markov processes
Learning algorithms
Structural properties

Use of supply chain planning tools for efficiently placing small farmers into high-value, vegetable markets

Flores, H., Villalobos, J., Ahumada, O., Uchanski, M., Meneses, C. & Sanchez, O., Feb 1 2019, In : Computers and Electronics in Agriculture. 157, p. 205-217 13 p.

Research output: Contribution to journalArticle

Vegetables
supply chain
Agriculture
Supply chains
vegetable
2018
1 Citation (Scopus)

A cross-study analysis for reproducible sub-classification of traumatic brain injury

Si, B., Dumkrieger, G., Wu, T., Zafonte, R., Dodick, D. W., Schwedt, T. J. & Li, J., Aug 13 2018, In : Frontiers in Neurology. 9, AUG, 606.

Research output: Contribution to journalArticle

Trail Making Test
Glasgow Outcome Scale
Cytidine Diphosphate Choline
Closed Head Injuries
Traumatic Brain Injury
2 Citations (Scopus)

A framework for real-time monitoring of energy efficiency of marine vessels

Chi, H., Pedrielli, G., Ng, S. H., Kister, T. & Bressan, S., Feb 15 2018, In : Energy. 145, p. 246-260 15 p.

Research output: Contribution to journalArticle

Energy efficiency
Fuel consumption
Monitoring
Carbon dioxide
Ships
4 Citations (Scopus)

A nonparametric Bayesian network approach to assessing system reliability at early design stages

Lee, D. & Pan, R., Mar 1 2018, In : Reliability Engineering and System Safety. 171, p. 57-66 10 p.

Research output: Contribution to journalArticle

Bayesian networks
Maintainability
Large scale systems

A Novel Positive Transfer Learning Approach for Telemonitoring of Parkinson's Disease

Yoon, H. & Li, J., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Automation Science and Engineering.

Research output: Contribution to journalArticle

Testing
Internet
Costs
Predictive analytics

Attributed Network Alignment: Problem Definitions and Fast Solutions

Zhang, S. & Tong, H., Aug 20 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Topology
1 Citation (Scopus)

Bayesian planning of step-stress accelerated degradation tests under various optimality criteria

Zhao, X., Pan, R. & Xie, M., Jan 1 2018, (Accepted/In press) In : Applied Stochastic Models in Business and Industry.

Research output: Contribution to journalArticle

Optimality Criteria
Degradation
Planning
Testing
Inspection
9 Citations (Scopus)

Classification of Breast Masses Using a Computer-Aided Diagnosis Scheme of Contrast Enhanced Digital Mammograms

Danala, G., Patel, B., Aghaei, F., Heidari, M., Li, J., Wu, T. & Zheng, B., May 10 2018, (Accepted/In press) In : Annals of Biomedical Engineering. p. 1-13 13 p.

Research output: Contribution to journalArticle

Computer aided diagnosis
Mammography
Multilayer neural networks
Learning systems
Classifiers

Classification of particle height in a hopper bin from limited discharge data using convolutional neural network models

Chen, S., Baumes, L. A., Gel, A., Adepu, M., Emady, H. & Jiao, Y., Nov 1 2018, In : Powder Technology. 339, p. 615-624 10 p.

Research output: Contribution to journalArticle

Hoppers
Bins
Neural networks
Geometry
Industrial applications
2 Citations (Scopus)

Computed Tomography-Based Texture Analysis to Determine Human Papillomavirus Status of Oropharyngeal Squamous Cell Carcinoma

Ranjbar, S., Ning, S., Zwart, C. M., Wood, C. P., Weindling, S. M., Wu, T., Ross Mitchell, J., Li, J. & Hoxworth, J. M., Mar 1 2018, In : Journal of Computer Assisted Tomography. 42, 2, p. 299-305 7 p.

Research output: Contribution to journalArticle

Squamous Cell Carcinoma
Tomography
Papillomavirus Infections
Neck
Machine Learning
7 Citations (Scopus)

Computer-aided diagnosis of contrast-enhanced spectral mammography: A feasibility study

Patel, B. K., Ranjbar, S., Wu, T., Pockaj, B. A., Li, J., Zhang, N., Lobbes, M., Zhang, B. & Mitchell, J. R., Jan 1 2018, In : European Journal of Radiology. 98, p. 207-213 7 p.

Research output: Contribution to journalArticle

Feasibility Studies
Mammography
Breast
Research Ethics Committees
Radiologists
3 Citations (Scopus)

CRAFTER: a Tree-ensemble Clustering Algorithm for Static Datasets with Mixed Attributes and High Dimensionality

Lin, S., Azarnoush, B. & Runger, G., Feb 16 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Clustering algorithms
Data mining
Costs
Experiments

Dual-regularized one-class collaborative filtering with implicit feedback

Yao, Y., Tong, H., Yan, G., Xu, F., Zhang, X., Szymanski, B. K. & Lu, J., May 1 2018, (Accepted/In press) In : World Wide Web. p. 1-31 31 p.

Research output: Contribution to journalArticle

Collaborative filtering
Feedback
Recommender systems
Stars
8 Citations (Scopus)

EMERGING DISCOURSE INCUBATOR: Cross-Sector Relations in Global Supply Chains: A Social Capital Perspective

Johnson, J. L., Dooley, K., Hyatt, D. G. & Hutson, A. M., Apr 1 2018, In : Journal of Supply Chain Management. 54, 2, p. 21-33 13 p.

Research output: Contribution to journalArticle

Supply chains
Environmental impact
Sustainable development
Industry
Non-governmental organizations

Feature co-shrinking for co-clustering

Tan, Q., Yang, P. & He, J., May 1 2018, In : Pattern Recognition. 77, p. 12-19 8 p.

Research output: Contribution to journalArticle

Feature extraction
Factorization

Function-on-function regression with mode-sparsity regularization

Yang, P., Tan, Q. & He, J., Jan 1 2018, In : ACM Transactions on Knowledge Discovery from Data. 12, 3, 36.

Research output: Contribution to journalArticle

Tensors
Sensor networks
1 Citation (Scopus)

Guiding supervised topic modeling for content based tag recommendation

Wu, Y., Xi, S., Yao, Y., Xu, F., Tong, H. & Lu, J., Nov 7 2018, In : Neurocomputing. 314, p. 479-489 11 p.

Research output: Contribution to journalArticle

Observation
Information Storage and Retrieval
Datasets
2 Citations (Scopus)

Inferring Anchor Links Based on Social Network Structure

Feng, S., Shen, D., Nie, T., Kou, Y., He, J. & Yu, G., Mar 8 2018, In : IEEE Access. 6, p. 17340-17353 14 p.

Research output: Contribution to journalArticle

Anchors
Experiments

Integration of biological and statistical models toward personalized radiation therapy of cancer

Liu, X., Fatyga, M., Wu, T. & Li, J., Jan 1 2018, (Accepted/In press) In : IISE Transactions.

Research output: Contribution to journalArticle

Radiotherapy
Tissue
Radiation
Statistical Models
Parameter estimation
Statistical process control
Telecommunication traffic
Telecommunication networks
Quality of service
Singular value decomposition
2 Citations (Scopus)

Modeling an energy consumption system with partial-value data associations

Ye, N., Fok, T. Y. & Chong, O., Jan 1 2018, In : Advances in Science, Technology and Engineering Systems. 3, 6, p. 372-379 8 p.

Research output: Contribution to journalArticle

energy consumption
Energy utilization
learning
Decision trees
Energy consumption
1 Citation (Scopus)

Modeling the two-dimensional accuracy of soccer kicks

Hunter, A. H., Angilletta, M., Pavlic, T., Lichtwark, G. & Wilson, R. S., Apr 27 2018, In : Journal of Biomechanics. 72, p. 159-166 8 p.

Research output: Contribution to journalArticle

Soccer
Athletes
Foot
Vertical Dimension
Sports
1 Citation (Scopus)

Modelling and analysis of semiconductor supply chains

Mönch, L., Chien, C. F., Dauzère-Pérès, S., Ehm, H. & Fowler, J., Apr 24 2018, (Accepted/In press) In : International Journal of Production Research. p. 1-3 3 p.

Research output: Contribution to journalArticle

Supply chains
Semiconductor materials
Supply chain
Semiconductors
Modeling
1 Citation (Scopus)

Performance of next-generation sequencing on small tumor specimens and/or low tumor content samples using a commercially available platform

Morris, S., Subramanian, J., Gel, E., Runger, G., Thompson, E., Mallery, D. & Weiss, G., Apr 1 2018, In : PLoS One. 13, 4, e0196556.

Research output: Contribution to journalArticle

Tumors
neoplasms
Neoplasms
sampling
testing

Predicting lifetime by degradation tests: A case study of ISO 10995

Fang, G., Rigdon, S. E. & Pan, R., Oct 1 2018, In : Quality and Reliability Engineering International. 34, 6, p. 1228-1237 10 p.

Research output: Contribution to journalArticle

Degradation
Testing
International standards
Atmospheric humidity
Experiments
3 Citations (Scopus)

Quantification of Environmental Effects on PV Module Degradation: A Physics-Based Data-Driven Modeling Method

Subramaniyan, A. B., Pan, R., Kuitche, J. & Tamizhmani, G., Sep 1 2018, In : IEEE Journal of Photovoltaics. 8, 5, p. 1289-1296 8 p., 8410667.

Research output: Contribution to journalArticle

Environmental impact
Data structures
Physics
modules
degradation
2 Citations (Scopus)

Query-by-committee improvement with diversity and density in batch active learning

Kee, S., del Castillo, E. & Runger, G., Jul 1 2018, In : Information Sciences. 454-455, p. 401-418 18 p.

Research output: Contribution to journalArticle

Active Learning
Batch
Query
Uncertainty
Distance Measure
5 Citations (Scopus)

RCLens: Interactive Rare Category Exploration and Identification

Lin, H., Gao, S., Gotz, D., Du, F., He, J. & Cao, N., Jul 1 2018, In : IEEE Transactions on Visualization and Computer Graphics. 24, 7, p. 2223-2237 15 p.

Research output: Contribution to journalArticle

Visualization
Network security
Learning algorithms
Medicine
Feedback

Reducing Bottlenecks to Improve the Efficiency of the Lung Cancer Care Delivery Process: A Process Engineering Modeling Approach to Patient-Centered Care

Ju, F., Lee, H. K., Yu, X., Faris, N. R., Rugless, F., Jiang, S., Li, J. & Osarogiagbon, R. U., Jan 1 2018, In : Journal of Medical Systems. 42, 1, 16.

Research output: Contribution to journalArticle

Patient-Centered Care
Process engineering
Surgery
Lung Neoplasms
Biopsy

Rejoinder

Jensen, W. A., Montgomery, D., Tsung, F. & Vining, G. G., Jan 1 2018, In : Journal of Quality Technology. 50, 1, p. 31-33 3 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

SD-CNN: A shallow-deep CNN for improved breast cancer diagnosis

Gao, F., Wu, T., Li, J., Zheng, B., Ruan, L., Shang, D. & Patel, B., Dec 1 2018, In : Computerized Medical Imaging and Graphics. 70, p. 53-62 10 p.

Research output: Contribution to journalArticle

Mammography
Breast Neoplasms
Neural networks
Area Under Curve
Imaging techniques
3 Citations (Scopus)

Sub-classifying patients with mild traumatic brain injury: A clustering approach based on baseline clinical characteristics and 90-day and 180-day outcomes

Si, B., Dumkrieger, G., Wu, T., Zafonte, R., Valadka, A. B., Okonkwo, D. O., Manley, G. T., Wang, L., Dodick, D. W., Schwedt, T. J. & Li, J., Jul 1 2018, In : PLoS One. 13, 7, e0198741.

Research output: Contribution to journalArticle

Brain Concussion
Cluster Analysis
Brain
brain
Blood pressure
1 Citation (Scopus)

The PVAD Algorithm to Learn Partial-Value Variable Associations with Application to Modelling for Engineering Retention

Ye, N., Fok, T. Y., Wang, X., Collofello, J. & Dickson, N., Jan 1 2018, In : IFAC-PapersOnLine. 51, 2, p. 505-510 6 p.

Research output: Contribution to journalArticle

Students
2 Citations (Scopus)

Visual analysis of brain networks using sparse regression models

Lei, S. H. I., Tong, H., Daianu, M., Tian, F. & Thompson, P. M., Feb 1 2018, In : ACM Transactions on Knowledge Discovery from Data. 12, 1, 5.

Research output: Contribution to journalArticle

Brain
Data visualization
Neurology
Computer science
User interfaces
4 Citations (Scopus)

Whole blood FPR1 mRNA expression predicts both non-small cell and small cell lung cancer

Morris, S., Vachani, A., Pass, H. I., Rom, W. N., Ryden, K., Weiss, G. J., Hogarth, D. K., Runger, G., Richards, D., Shelton, T. & Mallery, D. W., Jun 1 2018, In : International Journal of Cancer. 142, 11, p. 2355-2362 8 p.

Research output: Contribution to journalArticle

Small Cell Lung Carcinoma
Lung Neoplasms
Messenger RNA
Survival Rate
Biomarkers
2017
7 Citations (Scopus)

A Bayesian reliability evaluation method with different types of data from multiple sources

Wang, L., Pan, R., Wang, X., Fan, W. & Xuan, J., Nov 1 2017, In : Reliability Engineering and System Safety. 167, p. 128-135 8 p.

Research output: Contribution to journalArticle

Reliability Evaluation
Evaluation Method
Lifetime Data
Degradation
Bernoulli
1 Citation (Scopus)

A clinical decision support system using multi-modality imaging data for disease diagnosis

Gaw, N., Schwedt, T. J., Chong, C. D., Wu, T. & Li, J., Nov 30 2017, (Accepted/In press) In : IISE Transactions on Healthcare Systems Engineering. p. 1-11 11 p.

Research output: Contribution to journalArticle

Clinical Decision Support Systems
multimodality
Diagnostic Imaging
Decision support systems
Disease

A GRASP-Tabu Heuristic Approach to Territory Design for Pickup and Delivery Operations for Large-Scale Instances

González-Ramírez, R. G., Smith, N. R., Askin, R., Camacho-Vallejo, J. F. & González-Velarde, J. L., Jan 1 2017, In : Mathematical Problems in Engineering. 2017, 4708135.

Research output: Contribution to journalArticle

Pickup and Delivery
Pickups
Heuristics
Tabu Search
Experimentation
7 Citations (Scopus)

A hybrid scheduling approach for a two-stage flexible flow shop with batch processing machines

Tan, Y., Mönch, L. & Fowler, J., Jun 13 2017, (Accepted/In press) In : Journal of Scheduling. p. 1-18 18 p.

Research output: Contribution to journalArticle

Scheduling
Decomposition
Integer programming
Computational complexity
Semiconductor materials

A multi-response multilevel model with application in nurse care coordination

Si, B., Lamb, G., Schmitt, M. H. & Li, J., 2017, In : IISE Transactions. 49, 7, p. 669-681 13 p.

Research output: Contribution to journalArticle

Health care
Data structures
Aging of materials
Health

Analysis of definitive screening designs: Screening vs prediction

Weese, M. L., Ramsey, P. J. & Montgomery, D., Jan 1 2017, (Accepted/In press) In : Applied Stochastic Models in Business and Industry.

Research output: Contribution to journalArticle

Screening Design
Screening
Bayesian Information Criterion
Prediction
Statistic
2 Citations (Scopus)

An economic off-line quality control approach for unstable production processes

Chen, Z., Pan, R. & Cui, L., May 10 2017, (Accepted/In press) In : Quality Engineering. p. 1-20 20 p.

Research output: Contribution to journalArticle

Quality control
Inspection
Economics
Costs