IAFSE-CIDSE: Industrial, Systems and Operations Engineering

Research Output

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
1 Scopus citations

AURORA: Auditing PageRank on Large Graphs

Kang, J., Wang, M., Cao, N., Xia, Y., Fan, W. & Tong, H., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 713-722 10 p. 8622563. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

BigNet'17 workshop chairs' welcome

Tang, J., Tong, H., Vazirgiannis, M. & Dong, Y., Jan 1 2019, In : 26th International World Wide Web Conference 2017, WWW 2017 Companion. 1 p.

Research output: Contribution to journalEditorial

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

Continuous simulation optimization with model mismatch using Gaussian process regression

Inanlouganji, A., Pedrielli, G., Fainekos, G. & Pokutta, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2131-2142 12 p. 8632427. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

ImVerde: Vertex-Diminished Random Walk for Learning Imbalanced Network Representation

Wu, J., He, J. & Liu, Y., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 871-880 10 p. 8622603. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

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

2 Scopus citations

Lessons in Biochar: Advancing Research Through Service Learning Courses in Nepal

Henderson, M., Chettri, N. & Johnson, F., Jan 3 2019, GHTC 2018 - IEEE Global Humanitarian Technology Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8601906. (GHTC 2018 - IEEE Global Humanitarian Technology Conference, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Local Partition in Rich Graphs

Freitas, S., Cao, N., Xia, Y., Chau, D. H. P. & Tong, H., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1001-1008 8 p. 8622227. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Message from the Workshop Co-Chairs

Tong, H. & Li, Z., Feb 7 2019, In : IEEE International Conference on Data Mining Workshops, ICDMW. 2018-November, p. xxix-xxx 8637537.

Research output: Contribution to journalEditorial

Motif-Preserving Dynamic Local Graph Cut

Zhou, D., He, J., Davulcu, H. & Maciejewski, R., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1156-1161 6 p. 8622263. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

NEMO: Next career move prediction with contextual embedding

Li, L., Yang, J., Jing, H., He, Q., Tong, H. & Chen, B. C., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 505-513 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 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

Realtime Robustification of Interdependent Networks under Cascading Attacks

Chen, Z., Tong, H. & Ying, L., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1347-1356 10 p. 8622022. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Review of supply chain configuration and design decision-making for new product

Yao, XR. & Askin, R., Apr 3 2019, In : International Journal of Production Research. 57, 7, p. 2226-2246 21 p.

Research output: Contribution to journalReview article

7 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

Shifu: Deep learning based advisor-advisee relationship mining in scholarly big data

Wang, W., Liu, J., Xia, F., King, I. & Tong, H., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 303-310 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Scopus citations

Simulation-based Benders cuts: A new cutting approach to approximately solve simulation-optimization problems

Zhang, M., Matta, A., Alfieri, A. & Pedrielli, G., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2225-2236 12 p. 8632326. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Source Free Domain Adaptation Using an Off-the-Shelf Classifier

Nelakurthi, A. R., Maciejewski, R. & He, J., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 140-145 6 p. 8622112. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic optimization for feasibility determination: An application to water pump operation in water distribution network

Tsai, Y. A., Pedrielli, G., Mathesen, L., Zabinsky, Z. B., Huang, H., Candelieri, A. & Perego, R., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1945-1956 12 p. 8632513. (Proceedings - Winter Simulation Conference; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

1 Scopus citations

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

2 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

2 Scopus citations
2018

50 years of the journal of quality technology

Jensen, W. A., Montgomery, D., Tsung, F. & Vining, G. G., Jan 1 2018, In : Journal of Quality Technology. 50, 1, p. 2-16 15 p.

Research output: Contribution to journalReview article

6 Scopus citations

Acceleration factor for damp heat testing of PV modules

Bala Subramaniyan, A., Sinha, A., Pore, S., Gopalakrishna, H., Pan, R. & Tamizhmani, G., Jan 1 2018, New Concepts in Solar and Thermal Radiation Conversion and Reliability. Munday, J. N., Kempe, M. D. & Bermel, P. (eds.). SPIE, Vol. 10759. 107590B

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Copula-Based Multivariate Degradation Analysis for Reliability Prediction

Fang, G., Pan, R. & Hong, Y., Sep 11 2018, 2018 Annual Reliability and Maintainability Symposium, RAMS 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. 8463026

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

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

ADMultiImg: A novel missing modality transfer learning based CAD system for diagnosis of MCI due to AD using incomplete multi-modality imaging data

Liu, X., Chen, K., Wu, T., Weidman, D., Lure, F. & Li, J., Jan 1 2018, Medical Imaging 2018: Computer-Aided Diagnosis. SPIE, Vol. 10575. 105750I

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 local algorithm for product return prediction in E-commerce

Zhu, Y., Li, J., He, J., Quanz, B. L. & Deshpande, A. A., Jan 1 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2018-July. p. 3718-3724 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

A simulation-based benders' cuts generation for the joint workstation, workload and buffer allocation problem

Zhang, M., Matta, A., Alfieri, A. & Pedrielli, G., Jan 12 2018, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, Vol. 2017-August. p. 1067-1072 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

A study on performance evaluation and status-based decision for cyber-physical production systems

Wang, F., Ju, F. & Lu, Y., Jan 12 2018, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, Vol. 2017-August. p. 1000-1005 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

A survey of semiconductor supply chain models part I: semiconductor supply chains, strategic network design, and supply chain simulation

Mönch, L., Uzsoy, R. & Fowler, J., Jul 3 2018, In : International Journal of Production Research. 56, 13, p. 4524-4545 22 p.

Research output: Contribution to journalReview article

15 Scopus citations

A survey of semiconductor supply chain models Part II: demand planning, inventory management, and capacity planning

Uzsoy, R., Fowler, J. & Mönch, L., Jul 3 2018, In : International Journal of Production Research. 56, 13, p. 4546-4564 19 p.

Research output: Contribution to journalReview article

11 Scopus citations

A survey of semiconductor supply chain models part III: master planning, production planning, and demand fulfilment

Mönch, L., Uzsoy, R. & Fowler, J., Jul 3 2018, In : International Journal of Production Research. 56, 13, p. 4565-4584 20 p.

Research output: Contribution to journalReview article

14 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

1 Scopus citations

Automated lead time estimation for manufacturing networks with dynamic demand

Askin, R. & Hanumantha, G. J., Jan 12 2018, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, Vol. 2017-August. p. 994-999 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Automated synthesis of scalable algorithms for inferring non-local properties to assist in multi-robot teaming

Choi, T., Pavlic, T. & Richa, A., Jan 12 2018, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, Vol. 2017-August. p. 1522-1527 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A winners-take-all incentive mechanism for crowd-powered systems

Jiang, P., Wang, W., Ying, L., Zhou, Y. & He, J., Jun 18 2018, Proceedings of NetEcon 2018: The 13th Workshop on the Economics of Networks, Systems, and Computation - In conjunction with ACM SIGMETRICS 2018: The ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, 3

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

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

Bio-inspired nest-site selection for distributing robots in low-communication environments

Cooke, G., Squires, E., Strickland, L., Bowers, K., Pippin, C., Pavlic, T. & Pratt, S., Jan 1 2018, Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection - International Workshops of PAAMS 2018, Proceedings. Springer Verlag, p. 517-524 8 p. (Communications in Computer and Information Science; vol. 887).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bi-Threshold frequent subgraph mining for Alzheimer disease risk assessment

Gao, F., Li, J., Wu, T., Chen, K., Liu, X., Baxter, L. & Caselli, R. J., Jan 1 2018, Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications. SPIE, Vol. 10579. 105790C

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bug Localization via Supervised Topic Modeling

Wang, Y., Yao, Y., Tong, H., Huo, X., Li, M., Xu, F. & Lu, J., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 607-616 10 p. 8594885. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bus-Angle Difference Structural Cuts for Transmission System Expansion Planning with L-l Reliability

Escobar, L. M., Escobedo, A. R., Escobar, D. & Romero, R., Dec 31 2018, 2018 IEEE Electrical Power and Energy Conference, EPEC 2018. Institute of Electrical and Electronics Engineers Inc., 8598449. (2018 IEEE Electrical Power and Energy Conference, EPEC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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