Research Output

2018

Configurable-ECC: Architecting a Flexible ECC Scheme to Support Different Sized Accesses in High Bandwidth Memory Systems

Chen, H. M., Lee, S. Y., Mudge, T., Wu, C-J. & Chakrabarti, C., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Computers.

Research output: Contribution to journalArticle

3 Scopus citations

Convex dictionary learning for single image super-resolution

Ding, P. L. K., Li, B. & Chang, K., Feb 20 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 4058-4062 5 p.

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

2 Scopus citations

Convolutional neural networks: Ensemble modeling, fine-tuning and unsupervised semantic localization for neurosurgical CLE images

Izadyyazdanabadi, M., Belykh, E., Mooney, M., Martirosyan, N., Eschbacher, J., Nakaji, P., Preul, M. C. & Yang, Y., Jul 1 2018, In : Journal of Visual Communication and Image Representation. 54, p. 10-20 11 p.

Research output: Contribution to journalArticle

7 Scopus citations

Correction: Performance of next-generation sequencing on small tumor specimens and/or low tumor content samples using a commercially available platform(PLoS ONE (2018) 13:4 (e0196556) DOI: 10.1371/journal.pone.0196556)

Morris, S. M., Subramanian, J., Gel, E., Runger, G., Thompson, E. J., Mallery, D. W. & Weiss, G. J., Jun 1 2018, In : PLoS One. 13, 6, e0200224.

Research output: Contribution to journalComment/debate

Co-simulation of physical model and self-adaptive predictive controller using hybrid automata

Lamrani, I., Banerjee, A. & Gupta, S., Jan 1 2018, Software Technologies: Applications and Foundations - STAF 2018 Collocated Workshops, Revised Selected Papers. Mazzara, M., Salaün, G. & Ober, I. (eds.). Springer Verlag, p. 69-76 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11176 LNCS).

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

Cost-sensitive decision making for online fraud management

Yildirim, M. Y., Ozer, M. & Davulcu, H., Jan 1 2018, Artificial Intelligence Applications and Innovations - 14th IFIP WG 12.5 International Conference, AIAI 2018, Proceedings. Springer New York LLC, p. 323-336 14 p. (IFIP Advances in Information and Communication Technology; vol. 519).

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

1 Scopus citations

Counting Subwords and Regular Languages

Colbourn, C., Dougherty, R. E., Lidbetter, T. F. & Shallit, J., Jan 1 2018, Developments in Language Theory - 22nd International Conference, DLT 2018, Proceedings. Hoshi, M. & Seki, S. (eds.). Springer Verlag, p. 231-242 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11088 LNCS).

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

C-PLAD-SM: Extending component requirements with use cases and state machines

Gary, K. & Blake, M. B., 2018, In : Studies in Computational Intelligence. 722, p. 93-106 14 p.

Research output: Contribution to journalArticle

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

CrossFire: Cross media joint friend and item recommendations

Shu, K., Wang, S., Tang, J., Wang, Y. & Liu, 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. 522-530 9 p.

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

14 Scopus citations

CrowdMuse: An adaptive crowd brainstorming system

Girotto, V., Walker, E. & Burleson, W., Oct 11 2018, UIST 2018 Adjunct - Adjunct Publication of the 31st Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, Inc, p. 93-95 3 p.

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

CSVideoNet: A real-time end-to-end learning framework for high-frame-rate video compressive sensing

Xu, K. & Ren, F., May 3 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018. Institute of Electrical and Electronics Engineers Inc., p. 1680-1688 9 p. (Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018; vol. 2018-January).

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

10 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

Darkembed: Exploit prediction with neural language models

Tavabi, N., Goyal, P., Almukaynizi, M., Shakarian, P. & Lerman, K., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 7849-7854 6 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

17 Scopus citations

DARKMENTION: A deployed system to predict enterprise-targeted external cyberattacks

Almukaynizi, M., Marin, E., Nunes, E., Shakarian, P., Simari, G. I., Kapoor, D. & Siedlecki, T., Dec 24 2018, 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018. Lee, D., Mezzour, G., Kumaraguru, P. & Saxena, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 31-36 6 p. 8587334

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

5 Scopus citations

Dark-web cyber threat intelligence: From data to intelligence to prediction

Shakarian, P., Dec 1 2018, In : Information (Switzerland). 9, 12, 305.

Research output: Contribution to journalEditorial

1 Scopus citations

Data Capturing and Processing

Yao, Y., Su, X. & Tong, H., Jan 1 2018, SpringerBriefs in Computer Science. Springer, p. 7-16 10 p. (SpringerBriefs in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Data Extraction and Integration for Scholar Recommendation System

Chakraborty, J., Thopugunta, G. & Bansal, S., Apr 9 2018, Proceedings - 12th IEEE International Conference on Semantic Computing, ICSC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 397-402 6 p.

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

1 Scopus citations

Data Flow Analysis and Visualization for Spatiotemporal Statistical Data without Trajectory Information

Kim, S., Jeong, S., Woo, I., Jang, Y., Maciejewski, R. & Ebert, D. S., Mar 1 2018, In : IEEE Transactions on Visualization and Computer Graphics. 24, 3, p. 1287-1300 14 p., 7847429.

Research output: Contribution to journalArticle

16 Scopus citations

Data Integration in the Service of Synthetic Research

Kintigh, K., Spielmann, K. A., Brin, A., Candan, K., Clark, T. C. & Peeples, M., Feb 1 2018, In : Advances in Archaeological Practice. 6, 1, p. 30-41 12 p.

Research output: Contribution to journalArticle

10 Scopus citations

Deep active learning for image classification

Ranganathan, H., Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Feb 20 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 3934-3938 5 p.

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

6 Scopus citations

Deep predictive models for collision risk assessment in autonomous driving

Strickland, M., Fainekos, G. & Ben Amor, H., Sep 10 2018, 2018 IEEE International Conference on Robotics and Automation, ICRA 2018. Institute of Electrical and Electronics Engineers Inc., p. 4685-4692 8 p. 8461160. (Proceedings - IEEE International Conference on Robotics and Automation).

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

1 Scopus citations

Deep reinforcement learning methods for navigational aids

Fakhri, B., Keech, A., Schlosser, J., Brooks, E., Demakethepalli Venkateswara, H., Panchanathan, S. & Kira, Z., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 66-75 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

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

DeepSIC: Deep semantic image compression

Luo, S., Yang, Y., Yin, Y., Shen, C., Zhao, Y. & Song, M., Jan 1 2018, Neural Information Processing - 25th International Conference, ICONIP 2018, Proceedings. Cheng, L., Leung, A. C. S. & Ozawa, S. (eds.). Springer Verlag, p. 96-106 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11301 LNCS).

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

2 Scopus citations

Defining and detecting environment discrimination in android apps

Hong, Y., Hu, Y., Lai, C. M., Felix Wu, S., Neamtiu, I., McDaniel, P., Yu, P., Cam, H. & Ahn, G-J., Jan 1 2018, Security and Privacy in Communication Networks - 13th International Conference, SecureComm 2017, Proceedings. Ghorbani, A., Lin, X., Ren, K., Zhu, S. & Zhang, A. (eds.). Springer Verlag, p. 510-529 20 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 238).

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

4 Scopus citations

Design Considerations for Energy-Efficient and Variation-Tolerant Nonvolatile Logic

Yang, J., Dengi, E. & Vrudhula, S., Mar 22 2018, (Accepted/In press) In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Research output: Contribution to journalArticle

2 Scopus citations

Design Considerations of Selector Device in Cross-Point RRAM Array for Neuromorphic Computing

Woo, J., Peng, X. & Yu, S., Apr 26 2018, 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-May. 8351735

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

8 Scopus citations

Designer warriors: Altering conflict—and humanity itself?

Allenby, B., Nov 2 2018, In : Bulletin of the Atomic Scientists. 74, 6, p. 379-384 6 p.

Research output: Contribution to journalArticle

2 Scopus citations

Designing a Temperature Model to Understand the Thermal Challenges of Portable Computing Platforms

Yu, Y. J. & Wu, C-J., Jul 24 2018, Proceedings of the 17th InterSociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems, ITherm 2018. Institute of Electrical and Electronics Engineers Inc., p. 992-999 8 p. 8419601

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

2 Scopus citations

Detecting antagonistic and allied communities on social media

Salehi, A. & Davulcu, H., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 99-106 8 p. 8508297

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

2 Scopus citations

Detecting attention in pivotal response treatment video probes

Heath, C. D. C., Demakethepalli Venkateswara, H., McDaniel, T. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 248-259 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

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

Detecting pathogenic social media accounts without content or network structure

Shaabani, E., Guo, R. & Shakarian, P., May 25 2018, Proceedings - 2018 1st International Conference on Data Intelligence and Security, ICDIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 57-64 8 p.

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

3 Scopus citations

Detecting truthful and useful consumer reviews for products using opinion mining

Algotar, K. & Bansal, A., Jan 1 2018, In : CEUR Workshop Proceedings. 2111, p. 63-72 10 p.

Research output: Contribution to journalConference article

Determinism in future cars: Why autonomous trucks are easier to design

Kouchak, S. M. & Gaffar, A., Jun 26 2018, 2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

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

3 Scopus citations

Device and circuit optimization of RRAM for neuromorphic computing

Wu, H., Yao, P., Gao, B., Wu, W., Zhang, Q., Zhang, W., Deng, N., Wu, D., Wong, H. S. P., Yu, S. & Qian, H., Jan 23 2018, 2017 IEEE International Electron Devices Meeting, IEDM 2017. Institute of Electrical and Electronics Engineers Inc., p. 11.5.1-11.5.4

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

20 Scopus citations

DexMonitor: Dynamically Analyzing and Monitoring Obfuscated Android Applications

Cho, H., Yi, J. H. & Ahn, G-J., Jan 1 2018, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

1 Scopus citations

Differences in psychophysiological reactions to anxiety in individuals with varying trait anxiety scores

Tadayon, R., Crews, D., Gupta, C. & McDaniel, T., Oct 15 2018, HealthMedia 2018 - Proceedings of the 3rd International Workshop on Multimedia for Personal Health and Health Care, co-located with MM 2018. Association for Computing Machinery, Inc, p. 19-24 6 p. (HealthMedia 2018 - Proceedings of the 3rd International Workshop on Multimedia for Personal Health and Health Care, co-located with MM 2018).

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

1 Scopus citations

Domain Specific MetaModeling for Deep Semantic Composability

Zhu, Z., Lei, Y., Alshareef, A., Sarjoughian, H. & Zhu, Y., Jan 1 2018, In : IEEE Access. 6, p. 18276-18289 14 p.

Research output: Contribution to journalArticle

2 Scopus citations

DORA: Optimizing Smartphone Energy Efficiency and Web Browser Performance under Interference

Shingari, D., Arunkumar, A., Gaudette, B., Vrudhula, S. & Wu, C-J., May 25 2018, Proceedings - 2018 IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2018. Institute of Electrical and Electronics Engineers Inc., p. 64-75 12 p.

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

9 Scopus citations

Drainage flow of a viscous compressible fluid from a small capillary with a sealed end

Chen, K. & Shen, D., Mar 25 2018, In : Journal of Fluid Mechanics. 839, p. 621-643 23 p.

Research output: Contribution to journalArticle

7 Scopus citations

Drylab 2023: Living a possible future with resource scarcity

Janssen, M., Jenik, A., Tekola, S. Z., Davis, K. L., Flores, S., Gibbs, W., Koehn, M., Lyons, V., Mallory, C., Rood, S., Guelpa, S. & Pfister, L. A., Dec 1 2018, In : Ecology and Society. 23, 4, 8.

Research output: Contribution to journalArticle

Dual-mode broadcast encryption

Zhu, Y., Yu, R., Chen, E. & Huang, D., Nov 1 2018, In : Science China Information Sciences. 61, 11, 118101.

Research output: Contribution to journalComment/debate

2 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

Early identification of pathogenic social media accounts

Alvari, H., Shaabani, E. & Shakarian, P., Dec 24 2018, 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018. Lee, D., Mezzour, G., Kumaraguru, P. & Saxena, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 169-174 6 p. 8587339

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

8 Scopus citations

Editorial Preface: Special Issue on Mobile & Cloud Computing Services

Zhang, J., Yau, S-S., Pu, C. & Altintas, O., Sep 1 2018, In : IEEE Transactions on Services Computing. 11, 5, p. 833-834 2 p., 8482269.

Research output: Contribution to journalEditorial

EDSGuard: Enforcing Network Security Requirements for Energy Delivery Systems

Coughlin, V., Rubio-Medrano, C., Zhao, Z. & Ahn, G-J., Dec 24 2018, 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2018. Institute of Electrical and Electronics Engineers Inc., 8587430

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

Efficiency of Emergency Physicians: Insights from an Observational Study using EHR Log Files

Kannampallil, T. G., Denton, C. A., Shapiro, J. S. & Patel, V. L., Jan 1 2018, In : Applied Clinical Informatics. 9, 1, p. 99-104 6 p., 170061ra.

Research output: Contribution to journalArticle

3 Scopus citations

Efficient anomaly detection algorithms for summarizing low quality videos

Kwan, C., Zhou, J., Wang, Z. & Li, B., Jan 1 2018, Pattern Recognition and Tracking XXIX. SPIE, Vol. 10649. 1064906

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

5 Scopus citations