Research Output

2019

Predicting hacker adoption on darkweb forums using sequential rule mining

Marin, E., Almukaynizi, M., Nunes, E., Shakarian, J. & Shakarian, P., Mar 20 2019, Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018. Chen, J. & Yang, L. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1183-1190 8 p. 8672225. (Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018).

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

3 Scopus citations

Quantitative study in shale gas behaviors using a coupled triple-continuum and discrete fracture model

Wei, S., Xia, Y., Jin, Y., Chen, M. & Chen, K., Mar 1 2019, In : Journal of Petroleum Science and Engineering. 174, p. 49-69 21 p.

Research output: Contribution to journalArticle

3 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

Relay node placement under budget constraint

Zhou, C., Mazumder, A., Das, A., Basu, K., Matin-Moghaddam, N., Mehrani, S. & Sen, A., Feb 1 2019, In : Pervasive and Mobile Computing. 53, p. 1-12 12 p.

Research output: Contribution to journalArticle

3 Scopus citations

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

10 Scopus citations

RIM: Robust Intersection Management for Connected Autonomous Vehicles

Khayatian, M., Mehrabian, M. & Shrivastava, A., Jan 4 2019, Proceedings - 39th IEEE Real-Time Systems Symposium, RTSS 2018. Institute of Electrical and Electronics Engineers Inc., p. 35-44 10 p. 8603190. (Proceedings - Real-Time Systems Symposium; vol. 2018-December).

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

4 Scopus citations

Robot learning of manipulation activities with overall planning through precedence graph

Ye, X., Lin, Z. & Yang, Y., Jun 1 2019, In : Robotics and Autonomous Systems. 116, p. 126-135 10 p.

Research output: Contribution to journalArticle

1 Scopus citations

Robust embedded deep K-means clustering

Zhang, R., Xia, Y., Tong, H. & Zhu, Y., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1181-1190 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

Scalable manifold-regularized attributed network embedding via maximum mean discrepancy

Wu, J. & He, J., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2101-2104 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

SDN based Network Function Parallelism in Cloud

Chowdhary, A. & Huang, D., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 486-490 5 p. 8685508. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

1 Scopus citations

Secure indoor positioning against signal strength attacks via optimized multi-voting

Li, Y., Hu, Y., Zhang, R., Zhang, Y. & Hedgpeth, T., Jun 24 2019, Proceedings of the International Symposium on Quality of Service, IWQoS 2019. Association for Computing Machinery, Inc, 33. (Proceedings of the International Symposium on Quality of Service, IWQoS 2019).

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

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

Self-diffusion in compressible gas flow through a microconduit

Shen, D. & Chen, K., Feb 1 2019, In : Physical Review Fluids. 4, 2

Research output: Contribution to journalArticle

Semantic Cues Enhanced Multimodality Multistream CNN for Action Recognition

Tu, Z., Xie, W., Dauwels, J., Li, B. & Yuan, J., May 2019, In : IEEE Transactions on Circuits and Systems for Video Technology. 29, 5, p. 1423-1437 15 p., 8347006.

Research output: Contribution to journalArticle

8 Scopus citations

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

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

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

Simultaneous Event Localization and Recognition in Surveillance Video

Li, Y., Yu, T. & Li, B., Feb 11 2019, Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance. Institute of Electrical and Electronics Engineers Inc., 8639169. (Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance).

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

Smart Stadia as Testbeds for Smart Cities: Enriching Fan Experiences and Improving Accessibility

Panchanathan, S., McDaniel, T., Tadayon, R., Rukkila, A. & Demakethepalli Venkateswara, H., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 542-546 5 p. 8685580. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

Spatial knowledge distillation to aid visual reasoning

Aditya, S., Saha, R., Yang, Y. & Baral, C., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 227-235 9 p. 8658731. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

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

2 Scopus citations

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

Strategies to improve accessibility for learners with color vision deficiency

Bingham, R., Dietrich, S. & Goelman, D., Mar 2019, ACM Inroads, 10, 1, p. 52-56 5 p.

Research output: Contribution to specialist publicationArticle

4 Scopus citations

STT-MRAM Design Technology Co-optimization for Hardware Neural Networks

Xu, N., Lu, Y., Qi, W., Jiang, Z., Peng, X., Chen, F., Wang, J., Choi, W., Yu, S. & Kim, D. S., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 15.3.1-15.3.4 8614560. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

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

4 Scopus citations

SUPC: SDN enabled Universal Policy Checking in Cloud Network

Chowdhary, A., Alshamrani, A. & Huang, D., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 572-576 5 p. 8685550. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

Task-adversarial co-generative nets

Yang, P., Tong, H., Tan, Q. & He, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1596-1604 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Test Methods and Metrics for Effective HRI in Collaborative Human-Robot Teams

Marvel, J. A., Bagchi, S., Zimmerman, M., Aksu, M., Antonishek, B., Wang, Y., Mead, R., Fong, T. & Ben Amor, H., Mar 22 2019, HRI 2019 - 14th ACM/IEEE International Conference on Human-Robot Interaction. IEEE Computer Society, p. 696-697 2 p. 8673149. (ACM/IEEE International Conference on Human-Robot Interaction; vol. 2019-March).

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

The danger of missing instructions: A systematic analysis of security requirements for MCPS

Lamp, J., Rubio-Medrano, C. E., Zhao, Z. & Ahn, G-J., Feb 21 2019, Proceedings - 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2018. Institute of Electrical and Electronics Engineers Inc., p. 94-99 6 p. (Proceedings - 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2018).

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

The transformation of the k-Shortest Steiner trees search problem into binary dynamic problem for effective evolutionary methods application

Przewoźniczek, M. W., Walkowiak, K., Sen, A., Komarnicki, M. & Lechowicz, P., Apr 1 2019, In : Information Sciences. 479, p. 1-19 19 p.

Research output: Contribution to journalArticle

3 Scopus citations

Three-Dimensional NAND Flash for Vector-Matrix Multiplication

Wang, P., Xu, F., Wang, B., Gao, B., Wu, H., Qian, H. & Yu, S., Apr 2019, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 27, 4, p. 988-991 4 p., 8571188.

Research output: Contribution to journalArticle

10 Scopus citations

Towards explainable representation of time-evolving graphs via spatial-temporal graph attention networks

Liu, Z., Zhou, D. & He, J., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2137-2140 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
3 Scopus citations

Towards Real Time Team Optimization

Zhou, Q., Li, L. & Tong, H., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1008-1017 10 p. 9006078. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

Towards Understanding User Preferences for Explanation Types in Model Reconciliation

Zahedi, Z., Olmo, A., Chakraborti, T., Sreedharan, S. & Kambhampati, S., Mar 22 2019, HRI 2019 - 14th ACM/IEEE International Conference on Human-Robot Interaction. IEEE Computer Society, p. 648-649 2 p. 8673097. (ACM/IEEE International Conference on Human-Robot Interaction; vol. 2019-March).

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

3 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

3 Scopus citations

Understanding and detecting private interactions in underground forums

Sun, Z., Rubio-Medrano, C. E., Zhao, Z., Bao, T., Doupe, A. & Ahn, G-J., Mar 13 2019, CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy. Association for Computing Machinery, Inc, p. 303-314 12 p. (CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy).

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

Open Access

Understanding the future of energy efficiency in multi-module GPUs

Arunkumar, A., Bolotin, E., Nellans, D. & Wu, C-J., Mar 26 2019, Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019. Institute of Electrical and Electronics Engineers Inc., p. 519-532 14 p. 8675192. (Proceedings - 25th IEEE International Symposium on High Performance Computer Architecture, HPCA 2019).

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

2 Scopus citations

Urban form and composition of street canyons: A human-centric big data and deep learning approach

Middel, A., Lukasczyk, J., Zakrzewski, S., Arnold, M. & Maciejewski, R., Mar 1 2019, In : Landscape and Urban Planning. 183, p. 122-132 11 p.

Research output: Contribution to journalArticle

26 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

User2Code2vec: Embeddings for profiling students based on distributional representations of source code

Azcona, D., Hsiao, I., Arora, P. & Smeaton, A., Mar 4 2019, Proceedings of the 9th International Conference on Learning Analytics and Knowledge: Learning Analytics to Promote Inclusion and Success, LAK 2019. Association for Computing Machinery, p. 86-95 10 p. (ACM International Conference Proceeding Series).

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

2 Scopus citations

Users really do answer telephone scams

Tu, H., Doupé, A., Zhao, Z. & Ahn, G. J., Jan 1 2019, Proceedings of the 28th USENIX Security Symposium. USENIX Association, p. 1327-1340 14 p. (Proceedings of the 28th USENIX Security Symposium).

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

Using network motifs to characterize temporal network evolution leading to diffusion inhibition

Sarkar, S., Guo, R. & Shakarian, P., Dec 1 2019, In : Social Network Analysis and Mining. 9, 1, 14.

Research output: Contribution to journalArticle

4 Scopus citations

Using social media to understand cyber attack behavior

Sliva, A., Shu, K. & Liu, H., Jan 1 2019, Advances in Human Factors, Business Management and Society - Proceedings of the AHFE 2018 International Conference on Human Factors, Business Management and Society, 2018. Springer Verlag, p. 636-645 10 p. (Advances in Intelligent Systems and Computing; vol. 783).

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

Velocity: Scalability Improvements in Block Propagation Through Rateless Erasure Coding

Chawla, N., Behrens, H. W., Tapp, D., Boscovic, D. & Candan, K. S., May 2019, ICBC 2019 - IEEE International Conference on Blockchain and Cryptocurrency. Institute of Electrical and Electronics Engineers Inc., p. 447-454 8 p. 8751427. (ICBC 2019 - IEEE International Conference on Blockchain and Cryptocurrency).

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

3 Scopus citations
2020
3 Scopus citations

Bi-criteria parallel batch machine scheduling to minimize total weighted tardiness and electricity cost

Rocholl, J., Mönch, L. & Fowler, J., Jan 1 2020, (Accepted/In press) In : Journal of Business Economics.

Research output: Contribution to journalArticle

Open Access

Differences in visitor characteristics and experiences on episodic free admission days

Bowman, C. D. D., Adkins, A., Owen, B. L., Rogers, K. J., Escalante, E., Bowman, J., Nelson, B. & Stoltman, A., May 3 2020, In : Museum Management and Curatorship. 35, 3, p. 264-280 17 p.

Research output: Contribution to journalArticle

Enhancing supervised bug localization with metadata and stack-trace

Wang, Y., Yao, Y., Tong, H., Huo, X., Li, M., Xu, F. & Lu, J., Jan 1 2020, (Accepted/In press) In : Knowledge and Information Systems.

Research output: Contribution to journalArticle

Ensemble learning on deep neural networks for image caption generation

Katpally, H. & Bansal, A., Feb 2020, Proceedings - 14th IEEE International Conference on Semantic Computing, ICSC 2020. Institute of Electrical and Electronics Engineers Inc., p. 61-68 8 p. 9031513. (Proceedings - 14th IEEE International Conference on Semantic Computing, ICSC 2020).

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