IAFSE-CIDSE: Industrial, Systems and Operations Engineering

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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

Changing of the guard: Mixed specialization and flexibility in nest defense (Tetragonisca angustula)

Baudier, K. M., Ostwald, M. M., Grüter, C., Segers, F. H. I. D., Roubik, D. W., Pavlic, T., Pratt, S. & Fewell, J., Jan 1 2019, In : Behavioral Ecology. 30, 4, p. 1041-1049 9 p.

Research output: Contribution to journalArticle

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

1 Scopus citations
1 Scopus citations

Exact solution of sparse linear systems via left-looking roundoff-error-free LU factorization in time proportional to arithmetic work

Lourenco, C., Escobedo, A., Moreno-Centeno, E. & Davis, T. A., Jan 1 2019, In : SIAM Journal on Matrix Analysis and Applications. 40, 2, p. 609-638 30 p.

Research output: Contribution to journalArticle

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

1 Scopus citations

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

1 Scopus citations

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

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

1 Scopus citations

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

1 Scopus citations
2018

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

2 Scopus citations

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

5 Scopus citations

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

9 Scopus citations

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

3 Scopus citations

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

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

1 Scopus citations

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

12 Scopus citations

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

1 Scopus citations

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

4 Scopus citations

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

12 Scopus citations

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

3 Scopus citations

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

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

8 Scopus citations

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

1 Scopus citations

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

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

4 Scopus citations

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

2 Scopus citations

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

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

2 Scopus citations

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

2 Scopus citations

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

1 Scopus citations

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

3 Scopus citations

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

2 Scopus citations

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

6 Scopus citations

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

6 Scopus citations

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

10 Scopus citations

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

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

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

13 Scopus citations
1 Scopus citations

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

5 Scopus citations

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

1 Scopus citations

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

2 Scopus citations

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

4 Scopus citations
2017

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

14 Scopus citations

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

1 Scopus citations

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

2 Scopus citations

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

10 Scopus citations