IAFSE-CIDSE: Industrial, Systems and Operations Engineering

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2019

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

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

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

1 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

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

10 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

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

14 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

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

2018

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

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 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 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

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

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

Condition-based Real-time Production Control for Smart Manufacturing Systems

Wang, F., Lu, Y. & Ju, F., Dec 4 2018, 2018 IEEE 14th International Conference on Automation Science and Engineering, CASE 2018. IEEE Computer Society, Vol. 2018-August. p. 1052-1057 6 p. 8560389

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

1 Scopus citations

Cyber-coordinated Simulation Models for Multi-stage Additive Manufacturing of Energy Products

Sun, H., Pedrielli, G., Zhao, G., Bragagnolo, A., Zhou, C., Pan, R. & Xu, W., Dec 4 2018, 2018 IEEE 14th International Conference on Automation Science and Engineering, CASE 2018. IEEE Computer Society, Vol. 2018-August. p. 893-898 6 p. 8560477

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

E-tail product return prediction via hypergraph-based local graph cut

Li, J., He, J. & Zhu, Y., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 519-527 9 p.

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

1 Scopus citations

Extra: Explaining team recommendation in networks

Zhou, Q., Li, L., Cao, N., Buchler, N. & Tong, H., Sep 27 2018, RecSys 2018 - 12th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 492-493 2 p.

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

2 Scopus citations

FASTEN: Fast sylvester equation solver for graph mining

Du, B. & Tong, H., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1339-1347 9 p.

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

5 Scopus citations

Functional gradient descent optimization for automatic test case generation for vehicle controllers

Tuncali, C. E., Yaghoubi, S., Pavlic, T. & Fainekos, G., Jan 12 2018, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, Vol. 2017-August. p. 1059-1064 6 p.

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

3 Scopus citations

Graph convolutional networks: algorithms, applications and open challenges

Zhang, S., Tong, H., Xu, J. & Maciejewski, R., Jan 1 2018, Computational Data and Social Networks - 7th International Conference, CSoNet 2018, Proceedings. Thai, M. T., Chen, X., Li, W. W. & Sen, A. (eds.). Springer Verlag, p. 79-91 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11280 LNCS).

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

3 Scopus citations

Learning partial-value variable relations for system modeling

Ye, N., Fok, T. Y., Wang, X., Collofello, J. & Dickson, N., Jun 13 2018, Proceedings - 2018 4th International Conference on Control, Automation and Robotics, ICCAR 2018. Institute of Electrical and Electronics Engineers Inc., p. 368-372 5 p. 8384702

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

3 Scopus citations

Maintenance decision model for a two-machine production line with multistage degradation machines

Kang, Y. & Ju, F., Jan 1 2018, Manufacturing Equipment and Systems. American Society of Mechanical Engineers (ASME), Vol. 3.

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

Multi-fidelity modeling for analysis of serial production lines

Kang, Y., Mathesen, L., Pedrielli, G. & Ju, F., Jan 12 2018, 2017 13th IEEE Conference on Automation Science and Engineering, CASE 2017. IEEE Computer Society, Vol. 2017-August. p. 30-35 6 p.

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

2 Scopus citations

Network connectivity optimization: Fundamental limits and effective algorithms

Chen, C., Ying, L., Peng, R. & Tong, H., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1167-1176 10 p.

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

1 Scopus citations

Network science of teams: Characterization, prediction, and optimization

Li, L. & Tong, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary. p. 783-784 2 p.

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

Optimal design of master-worker architecture for parallelized simulation optimization

Li, H., Fu, X., Yin, X. F., Pedrielli, G. & Lee, L. H., Jan 4 2018, 2017 Winter Simulation Conference, WSC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2183-2193 11 p.

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

Personalized travel mode detection with smartphone sensors

Su, X., Yao, Y., He, Q., Lu, J. & Tong, H., Jan 12 2018, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1341-1348 8 p.

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

Prediction of Acceleration Factor for Accelerated Testing of Photovoltaic Modules Installed Around the World

Subramaniyan, A. B., Pan, R., Kuitche, J. & Tamizhmani, G., Sep 11 2018, 2018 Annual Reliability and Maintainability Symposium, RAMS 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. 8462999

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

1 Scopus citations

Simulation-Predictive Control for Manufacturing Systems

Pedrielli, G. & Ju, F., Dec 4 2018, 2018 IEEE 14th International Conference on Automation Science and Engineering, CASE 2018. IEEE Computer Society, Vol. 2018-August. p. 1310-1315 6 p. 8560408

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

1 Scopus citations

SPARC: Self-paced network representation for few-shot rare category characterization

Zhou, D., He, J., Yang, H. & Fan, W., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2807-2816 10 p.

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

10 Scopus citations

Team expansion in collaborative environments

Zhao, L., Yao, Y., Guo, G., Tong, H., Xu, F. & Lu, J., Jan 1 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Springer Verlag, p. 713-725 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10939 LNAI).

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

Towards explainable networked prediction

Li, L., Tong, H. & Liu, H., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1819-1822 4 p.

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

1 Scopus citations

Trust region based stochastic optimization with adaptive restart: A family of global optimization algorithms

Mathesen, L., Pedrielli, G. & Ng, S. H., Jan 4 2018, 2017 Winter Simulation Conference, WSC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2104-2115 12 p.

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

1 Scopus citations

Unlearn what you have learned: Adaptive crowd teaching with exponentially decayed memory learners

Zhou, Y., Nelakurthi, A. R. & He, J., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2817-2826 10 p.

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

3 Scopus citations

X-Rank: Explainable ranking in complex multi-layered networks

Kang, J., Xia, Y., Freitas, S., Cao, N., Yu, H. & Tong, H., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1959-1962 4 p.

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

2 Scopus citations
2017

A local algorithm for structure-preserving graph cut

Zhou, D., Zhang, S., Yildirim, M. Y., Alcorn, S., Tong, H., Davulcu, H. & He, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 655-664 10 p.

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

19 Scopus citations

A randomized approach for crowdsourcing in the presence of multiple views

Zhou, Y. & He, J., Dec 15 2017, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-November. p. 685-694 10 p.

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

10 Scopus citations

A simulation based cut generation approach to improve deo efficiency: The buffer allocation case

Zhang, M., Matta, A., Alfieri, A. & Pedrielli, G., Jan 17 2017, 2016 Winter Simulation Conference: Simulating Complex Service Systems, WSC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3710-3711 2 p. 7822412

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