Research Output

2020

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

Missing information imputation for disease-dedicated social networks with heterogeneous auxiliary data

Liu, X., He, J., Min, W. & Yang, H., Jan 1 2020, (Accepted/In press) In : IISE Transactions on Healthcare Systems Engineering.

Research output: Contribution to journalArticle

2019

24.5 A Twin-8T SRAM Computation-In-Memory Macro for Multiple-Bit CNN-Based Machine Learning

Si, X., Chen, J. J., Tu, Y. N., Huang, W. H., Wang, J. H., Chiu, Y. C., Wei, W. C., Wu, S. Y., Sun, X., Liu, R., Yu, S., Liu, R. S., Hsieh, C. C., Tang, K. T., Li, Q. & Chang, M. F., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 396-398 3 p. 8662392. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

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

9 Scopus citations

25.2 A Reconfigurable RRAM Physically Unclonable Function Utilizing Post-Process Randomness Source with <6×10 -6 Native Bit Error Rate

Pang, Y., Gao, B., Wu, D., Yi, S., Liu, Q., Chen, W. H., Chang, T. W., Lin, W. E., Sun, X., Yu, S., Qian, H., Chang, M. F. & Wu, H., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 402-404 3 p. 8662307. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

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

5 Scopus citations

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

Action-Stage Emphasized Spatiotemporal VLAD for Video Action Recognition

Tu, Z., Li, H., Zhang, D., Dauwels, J., Li, B. & Yuan, J., Jun 1 2019, In : IEEE Transactions on Image Processing. 28, 6, p. 2799-2812 14 p., 8600333.

Research output: Contribution to journalArticle

1 Scopus citations

Adaptive MTD Security using Markov Game Modeling

Chowdhary, A., Sengupta, S., Alshamrani, A., Huang, D. & Sabur, A., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 577-581 5 p. 8685647. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

A declarative approach for an adaptive framework for learning in online courses

Pandit, D. & Bansal, A., Jul 2019, Proceedings - 2019 IEEE 43rd Annual Computer Software and Applications Conference, COMPSAC 2019. Getov, V., Gaudiot, J-L., Yamai, N., Cimato, S., Chang, M., Teranishi, Y., Yang, J-J., Leong, H. V., Shahriar, H., Takemoto, M., Towey, D., Takakura, H., Elci, A., Takeuchi, S. & Puri, S. (eds.). IEEE Computer Society, p. 212-215 4 p. 8754187. (Proceedings - International Computer Software and Applications Conference; vol. 1).

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

A dependable detection mechanism for intersection management of Connected Autonomous Vehicles

Dedinsky, R., Khayatian, M., Mehrabian, M. & Shrivastava, A., Mar 1 2019, In : OpenAccess Series in Informatics. 68, 7.

Research output: Contribution to journalConference article

A deterministic approach for approximating the diurnal cycle of precipitation for use in large-scale hydrological modeling

Bohn, T. J., Whitney, K. M., Mascaro, G. & Vivoni, E., Feb 1 2019, In : Journal of Hydrometeorology. 20, 2, p. 297-317 21 p.

Research output: Contribution to journalArticle

1 Scopus citations

ADMIRING: Adversarial multi-network mining

Zhou, Q., Li, L., Cao, N., Ying, L. & Tong, H., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1522-1527 6 p. 8970779. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

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

Adversarially-resistant on-demand topic channels for wireless sensor networks

Behrens, H. W. & Candan, K., Jan 15 2019, Proceedings - 2018 IEEE 37th Symposium on Reliable Distributed Systems, SRDS 2018. IEEE Computer Society, p. 83-92 10 p. 8613956. (Proceedings of the IEEE Symposium on Reliable Distributed Systems; vol. 2019-October).

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

A high-level modeling and simulation approach using test-driven cellular automata for fast performance analysis of RTL NoC designs

Gi Seok, M., Sarjoughian, H. & Park, D., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 420-425 6 p.

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

An enriched approach for modeling multiscale discrete-fracture/matrix interaction for unconventional-reservoir simulations

Xia, Y., Jin, Y., Chen, M. & Chen, K., Feb 1 2019, In : SPE Journal. 24, 1, p. 349-374 26 p.

Research output: Contribution to journalArticle

6 Scopus citations

An integrated framework to develop domain-specific languages: Extended case study

Zarrin, B., Baumeister, H. & Sarjoughian, H., Jan 1 2019, Model-Driven Engineering and Software Development - 6th International Conference, MODELSWARD 2018, Revised Selected Papers. Pires, L. F., Selic, B. & Hammoudi, S. (eds.). Springer Verlag, p. 159-184 26 p. (Communications in Computer and Information Science; vol. 991).

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

A novel graph analytic approach to monitor terrorist networks

Basu, K., Zhou, C., Sen, A. & Goliber, V. H., 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. 1159-1166 8 p. 8672351. (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

Applying Brantingham's neutral model of stone raw material procurement to the Pinnacle Point Middle Stone Age record, Western Cape, South Africa

Oestmo, S., Janssen, M. & Cawthra, H. C., Jan 1 2019, (Accepted/In press) In : Quaternary Science Reviews. 105901.

Research output: Contribution to journalArticle

1 Scopus citations

A survey of variational and CNN-based optical flow techniques

Tu, Z., Xie, W., Zhang, D., Poppe, R., Veltkamp, R. C., Li, B. & Yuan, J., Mar 1 2019, In : Signal Processing: Image Communication. 72, p. 9-24 16 p.

Research output: Contribution to journalArticle

6 Scopus citations

Attribute Based Encryption for Information Sharing on Tactical Mobile Networks

Luo, J., Dong, Q., Huang, D. & Kang, M., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 960-965 6 p. 8599802. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

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

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

Balancing Performance Measures in Classification Using Ensemble Learning Methods

Bahl, N. & Bansal, A., Jan 1 2019, Business Information Systems - 22nd International Conference, BIS 2019, Proceedings. Abramowicz, W. & Corchuelo, R. (eds.). Springer Verlag, p. 311-324 14 p. (Lecture Notes in Business Information Processing; vol. 354).

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

Benchmark of RRAM based Architectures for Dot-Product Computation

Peng, X. & Yu, S., Jan 8 2019, 2018 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2018. Institute of Electrical and Electronics Engineers Inc., p. 378-381 4 p. 8605606. (2018 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2018).

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

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

Bootkeeper: Validating software integrity properties on boot firmware images

Chevalier, R., Cristalli, S., Hauser, C., Shoshitaishvili, Y., Wang, R., Kruegel, C., Vigna, G., Bruschi, D. & Lanzi, A., Mar 13 2019, CODASPY 2019 - Proceedings of the 9th ACM Conference on Data and Application Security and Privacy. Association for Computing Machinery, Inc, p. 315-325 11 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

Building a repository of instructional and assessment techniques for instructional module development system

Bansal, S. & Mueller-Alexander, J., Jan 1 2019, Proceedings of the 8th Research in Engineering Education Symposium, REES 2019 - Making Connections. Kloot, B. (ed.). Research in Engineering Education Network, p. 771-780 10 p. (Proceedings of the 8th Research in Engineering Education Symposium, REES 2019 - Making Connections).

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

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

Characterizing Endurance Degradation of Incremental Switching in Analog RRAM for Neuromorphic Systems

Zhao, M., Wu, H., Gao, B., Sun, X., Liu, Y., Yao, P., Xi, Y., Li, X., Zhang, Q., Wang, K., Yu, S. & Qian, H., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 20.2.1-20.2.4 8614664. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

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

4 Scopus citations

Combining Dynamic and Static Attack Information for Attack Tracing and Event Correlation

Alshamrani, A., Chowdhary, A., Mjihil, O., Myneni, S. & Huang, D., Feb 20 2019, 2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8647326. (2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings).

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

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

Computing by programmable particles

Daymude, J. J., Hinnenthal, K., Richa, A. & Scheideler, C., Jan 1 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 615-681 67 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11340 LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapter

5 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

Control flow checking or not? (for Soft Errors)

Rhisheekesan, A., Jeyapaul, R. & Shrivastava, A., Feb 1 2019, In : ACM Transactions on Embedded Computing Systems. 18, 1, 11.

Research output: Contribution to journalArticle

2 Scopus citations

Corrigendum: Large-scale neuromorphic spiking array processors: A quest to mimic the brain (Frontiers in Neuroscience (2018) 12 (891) DOI: 10.3389/fnins.2018.00891)

Thakur, C. S., Molin, J. L., Cauwenberghs, G., Indiveri, G., Kumar, K., Qiao, N., Schemmel, J., Wang, R., Chicca, E., Hasler, J. O., Seo, J., Yu, S., Cao, Y., Van Schaik, A. & Etienne-Cummings, R., Jan 1 2019, In : Frontiers in Neuroscience. 13, JAN, 991.

Research output: Contribution to journalComment/debate

Open Access

Co-simulation of hardware RTL and software system using FMI

Quraishi, M. H., Sarjoughian, H. & Gholami, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 572-583 12 p. 8632395. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Data-adaptive low-rank modeling and external gradient prior for single image super-resolution

Chang, K., Zhang, X., Ding, P. L. K. & Li, B., Aug 1 2019, In : Signal Processing. 161, p. 36-49 14 p.

Research output: Contribution to journalArticle

Data Partitioning Scheme for Efficient Distributed RDF Querying Using Apache Spark

Hassan, M. & Bansal, S., Mar 11 2019, Proceedings - 13th IEEE International Conference on Semantic Computing, ICSC 2019. Institute of Electrical and Electronics Engineers Inc., p. 24-31 8 p. 8665614. (Proceedings - 13th IEEE International Conference on Semantic Computing, ICSC 2019).

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

2 Scopus citations

Demonstrating geosparksim: A scalable microscopic road network traffic simulator based on Apache spark

Fu, Z., Yu, J. & Elsayed, M., Aug 19 2019, Proceedings of the 16th International Symposium on Spatial and Temporal Databases, SSTD 2019. Association for Computing Machinery, p. 186-189 4 p. (ACM International Conference Proceeding Series).

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

1 Scopus citations

Demonstration of Generative Adversarial Network by Intrinsic Random Noises of Analog RRAM Devices

Lin, Y., Wu, H., Gao, B., Yao, P., Wu, W., Zhang, Q., Zhang, X., Li, X., Li, F., Lu, J., Li, G., Yu, S. & Qian, H., Jan 16 2019, 2018 IEEE International Electron Devices Meeting, IEDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 3.4.1-3.4.4 8614483. (Technical Digest - International Electron Devices Meeting, IEDM; vol. 2018-December).

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

1 Scopus citations

Design space exploration of ovonic threshold switch (OTS) for sub-threshold read operation in cross-point memory arrays

Woo, J. & Yu, S., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702296. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

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

Device and materials requirements for neuromorphic computing

Islam, R., Li, H., Chen, P. Y., Wan, W., Chen, H. Y., Gao, B., Wu, H., Yu, S., Saraswat, K. & Philip Wong, H. S., Jan 18 2019, In : Journal of Physics D: Applied Physics. 52, 11, 113001.

Research output: Contribution to journalReview article

9 Scopus citations

Device Design and Material Considerations of Ovonic Threshold Switch (OTS) for Cross-point MRAM Array

Woo, J. & Yu, S., Mar 1 2019, 2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019. Institute of Electrical and Electronics Engineers Inc., p. 148-150 3 p. 8731137. (2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019).

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

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., Jan 1 2019, In : Museum Management and Curatorship.

Research output: Contribution to journalArticle

Dynamic behavioural modeling, simulation and analysis of household water consumption in an urban area: A hybrid approach

Alvi, M. S. Q., Mahmood, I., Javed, F., Malik, A. W. & Sarjoughian, H., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2411-2422 12 p. 8632309. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Effectiveness of Reflection on Programming Problem Solving Self-Assessments

Alzaid, M. & Hsiao, I., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659245. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Evaluating Docker storage performance: from workloads to graph drivers

Tarasov, V., Rupprecht, L., Skourtis, D., Li, W., Rangaswami, R. & Zhao, M., Jan 1 2019, (Accepted/In press) In : Cluster Computing.

Research output: Contribution to journalArticle

1 Scopus citations

Evaluation of Instructional Module Development System

Raj, V., Goulet, P. & Bansal, S., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659063. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Evaluation of Single Event Effects in SRAM and RRAM Based Neuromorphic Computing System for Inference

Ye, Z., Liu, R., Barnaby, H. & Yu, S., May 22 2019, 2019 IEEE International Reliability Physics Symposium, IRPS 2019. Institute of Electrical and Electronics Engineers Inc., 8720490. (IEEE International Reliability Physics Symposium Proceedings; vol. 2019-March).

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

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

Exome Sequencing of Two Siblings with Sporadic Autism Spectrum Disorder and Severe Speech Sound Disorder Suggests Pleiotropic and Complex Effects

Peter, B., Dinu, V., Liu, L., Huentelman, M., Naymik, M., Lancaster, H., Vose, C. & Schrauwen, I., Jan 1 2019, In : Behavior Genetics.

Research output: Contribution to journalArticle