Research Output

2018

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, p. 1310-1315 6 p. 8560408. (IEEE International Conference on Automation Science and Engineering; vol. 2018-August).

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

2 Scopus citations

Single image super-resolution using collaborative representation and non-local self-similarity

Chang, K., Ding, P. L. K. & Li, B., Aug 1 2018, In : Signal Processing. 149, p. 49-61 13 p.

Research output: Contribution to journalArticle

15 Scopus citations

Single Image Super Resolution Using Joint Regularization

Chang, K., Ding, P. L. K. & Li, B., Mar 10 2018, (Accepted/In press) In : IEEE Signal Processing Letters.

Research output: Contribution to journalArticle

16 Scopus citations

Sky View Factor footprints for urban climate modeling

Middel, A., Lukasczyk, J., Maciejewski, R., Demuzere, M. & Roth, M., Sep 2018, In : Urban Climate. 25, p. 120-134 15 p.

Research output: Contribution to journalArticle

33 Scopus citations

SlangSD: building, expanding and using a sentiment dictionary of slang words for short-text sentiment classification

Wu, L., Morstatter, F. & Liu, H., Sep 1 2018, In : Language Resources and Evaluation. 52, 3, p. 839-852 14 p.

Research output: Contribution to journalArticle

7 Scopus citations

Snowball: Extracting causal chains from climate change text corpora

Alashri, S., Tsai, J. Y., Koppela, A. R. & Davulcu, H., May 25 2018, Proceedings - 2018 1st International Conference on Data Intelligence and Security, ICDIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 234-241 8 p. (Proceedings - 2018 1st International Conference on Data Intelligence and Security, ICDIS 2018).

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

2 Scopus citations

Social cyber-security

Carley, K. M., Cervone, G., Agarwal, N. & Liu, H., Jan 1 2018, Social, Cultural, and Behavioral Modeling - 11th International Conference, SBP-BRiMS 2018, Proceedings. Bisgin, H., Thomson, R., Hyder, A. & Dancy, C. (eds.). Springer Verlag, p. 389-394 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10899 LNCS).

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

9 Scopus citations

Social dilemma of autonomous cars a critical analysis

Bisht, M., Abbott, J. & 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. 1-3 3 p.

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

Software defined stochastic model for moving target defense

El Mir, I., Chowdhary, A., Huang, D., Pisharody, S., Kim, D. S. & Haqiq, A., 2018, Proceedings of the 3rd International Afro-European Conference for Industrial Advancement, AECIA 2016. Springer Verlag, Vol. 565. p. 188-197 10 p. (Advances in Intelligent Systems and Computing; vol. 565).

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

1 Scopus citations
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. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

11 Scopus citations

Spatial data management in apache spark: the GeoSpark perspective and beyond

Yu, J., Zhang, Z. & Elsayed, M., Jan 1 2018, (Accepted/In press) In : GeoInformatica.

Research output: Contribution to journalArticle

19 Scopus citations

Special issue on learning for human–robot collaboration

Rozo, L., Ben Amor, H., Calinon, S., Dragan, A. & Lee, D., Jun 1 2018, In : Autonomous Robots. 42, 5, p. 953-956 4 p.

Research output: Contribution to journalEditorial

3 Scopus citations

Special Session: Embedded Software for Robotics: Challenges and Future Directions

Abbas, H., Saha, I., Shoukry, Y., Ehlers, R., Fainekos, G., Gupta, R., Majumdar, R. & Ulus, D., Nov 15 2018, 2018 Proceedings of the International Conference on Embedded Software, EMSOFT 2018. Institute of Electrical and Electronics Engineers Inc., 8537236. (2018 Proceedings of the International Conference on Embedded Software, EMSOFT 2018).

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

2 Scopus citations

Special session on reliability and vulnerability of neuromorphic computing systems

Yu, S., Liu, C., Wen, W. & Chen, Y., May 29 2018, Proceedings - 2018 IEEE 36th VLSI Test Symposium, VTS 2018. IEEE Computer Society, Vol. 2018-April. 1 p.

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

Special track on internet of things (IoT)

Ahn, G-J., Cho, S. J. & Zheng, J., Apr 9 2018, In : Proceedings of the ACM Symposium on Applied Computing. Part F137816

Research output: Contribution to journalEditorial

Specification-based monitoring of cyber-physical systems: A survey on theory, tools and applications

Bartocci, E., Deshmukh, J., Donzé, A., Fainekos, G., Maler, O., Ničković, D. & Sankaranarayanan, S., 2018, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 135-175 41 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10457 LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapter

56 Scopus citations

SqueezedText: A real-time scene text recognition by binary convolutional encoder-decoder network

Liu, Z., Li, Y., Ren, F., Goh, W. L. & Yu, H., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 7194-7201 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

19 Scopus citations

Streaming link prediction on dynamic atributed networks

Li, J., Wu, L., Cheng, K. & 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. 369-377 9 p.

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

12 Scopus citations

Stroke controllable fast style transfer with adaptive receptive fields

Jing, Y., Liu, Y., Yang, Y., Feng, Z., Yu, Y., Tao, D. & Song, M., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer Verlag, p. 244-260 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11217 LNCS).

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

1 Scopus citations

Strongly hierarchical factorization machines and ANOVA kernel regression

Guo, R., Alvari, H. & Shakarian, P., 2018, p. 729-737. 9 p.

Research output: Contribution to conferencePaper

Open Access
1 Scopus citations

Structuring Mobility Transition With an Adaptive Graph Representation

Gu, T., Zhu, M., Chen, W., Huang, Z., Maciejewski, R. & Chang, L., Aug 15 2018, (Accepted/In press) In : IEEE Transactions on Computational Social Systems.

Research output: Contribution to journalArticle

2 Scopus citations

Sub-classifying patients with mild traumatic brain injury: A clustering approach based on baseline clinical characteristics and 90-day and 180-day outcomes

Si, B., Dumkrieger, G., Wu, T., Zafonte, R., Valadka, A. B., Okonkwo, D. O., Manley, G. T., Wang, L., Dodick, D. W., Schwedt, T. J. & Li, J., Jul 2018, In : PloS one. 13, 7, e0198741.

Research output: Contribution to journalArticle

7 Scopus citations

Supporting answerers with feedback in social QandA

Frens, J., Walker, E. & Hsieh, G., Jun 26 2018, Proceedings of the 5th Annual ACM Conference on Learning at Scale, L at S 2018. Association for Computing Machinery, Inc, 10

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

Systematic analysis of liveness detection methods in biometrie security systems

Sohankar, J., Sadeghi, K., Banerjee, A. & Gupta, S., 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

2 Scopus citations

System-level benchmark of synaptic device characteristics for neuro-inspired computing

Chen, P. Y., Peng, X. & Yu, S., Mar 7 2018, 2017 IEEE SOI-3D-Subthreshold Microelectronics Unified Conference, S3S 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-March. p. 1-2 2 p.

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

1 Scopus citations

Tactile facial action units toward enriching social interactions for individuals who are blind

McDaniel, T., Devkota, S., Tadayon, R., Duarte, B., Fakhri, B. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 3-14 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

1 Scopus citations

Tactile facial expressions and associated emotions toward accessible social interactions for individuals who are blind

McDaniel, T., Tran, D., Devkota, S., DiLorenzo, K., Fakhri, B. & Panchanathan, S., Oct 15 2018, MAHCI 2018 - Proceedings of the 2018 Workshop on Multimedia for Accessible Human Computer Interface, co-located with MM 2018. Association for Computing Machinery, Inc, p. 25-32 8 p.

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

3 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

Terrorist network monitoring with identifying code

Sen, A., Goliber, V. H., Zhou, C. & Basu, K., Jan 1 2018, Social, Cultural, and Behavioral Modeling - 11th International Conference, SBP-BRiMS 2018, Proceedings. Bisgin, H., Thomson, R., Hyder, A. & Dancy, C. (eds.). Springer Verlag, p. 329-339 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10899 LNCS).

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

4 Scopus citations

Test-Algebra-Based Fault Location Analysis for the Concurrent Combinatorial Testing

Qi, G., Tsai, W. T., Colbourn, C., Luo, J. & Zhu, Z., Jun 26 2018, (Accepted/In press) In : IEEE Transactions on Reliability.

Research output: Contribution to journalArticle

3 Scopus citations

Testbed evaluation of optimized REACT over multi-hop paths

Mellott, M. J., Colbourn, C., Syrotiuk, V. & Tinnirello, I., Jan 1 2018, Wired/Wireless Internet Communications - 16th IFIP WG 6.2 International Conference, WWIC 2018, Proceedings. Chowdhury, K. R., Di Felice, M., Sheng, B. & Matta, I. (eds.). Springer Verlag, p. 134-145 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10866 LNCS).

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

1 Scopus citations

T-Fuzz: Fuzzing by Program Transformation

Peng, H., Shoshitaishvili, Y. & Payer, M., Jul 23 2018, Proceedings - 2018 IEEE Symposium on Security and Privacy, SP 2018. Institute of Electrical and Electronics Engineers Inc., p. 697-710 14 p. 8418632. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2018-May).

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

46 Scopus citations

The future of brain-computer interaction: How future cars will interact with their passengers

Thum, G. E. & 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. 1-5 5 p.

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

The future of distributed network research infrastructure

Aikat, J., Baldin, I., Berman, M., Breen, J., Brooks, R., Calyam, P., Chase, J., Chase, W., Clark, R. J., Elliott, C., Griffioen, J., Huang, D., Ibarra, J., Lehman, T., Matta, I., Monga, I., Papadopoulos, C., Reiter, M., Raychaudhuri, D., Ricart, G. & 8 others, Ricci, R., Ruth, P., Seskar, I., Sobieski, J., Van Der Merwe, J., Wang, K. C., Wolf, T. & Zink, M., Apr 2018, In : Computer Communication Review. 48, 2, p. 46-51 6 p.

Research output: Contribution to journalArticle

14 Scopus citations

The impact of game-based design on visitor engagement with a science museum app

Nelson, B., Bowman, C., Bowman, J. & Kim, Y., Jan 1 2018, Proceedings of the 12th European Conference on Game-Based Learning, ECGBL 2018. Ciussi, M. (ed.). Dechema e.V., Vol. 2018-October. p. 479-486 8 p.

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

1 Scopus citations

The interactive role of wind and water in functioning of drylands: What does the future hold?

Okin, G. S., Sala, O., Vivoni, E., Zhang, J. & Bhattachan, A., Jan 1 2018, In : BioScience. 68, 9, p. 670-677 8 p.

Research output: Contribution to journalArticle

7 Scopus citations

The Perception of Graph Properties in Graph Layouts

Soni, U., Lu, Y., Hansen, B., Purchase, H. C., Kobourov, S. & Maciejewski, R., Jun 2018, In : Computer Graphics Forum. 37, 3, p. 169-181 13 p.

Research output: Contribution to journalArticle

4 Scopus citations

The PVAD Algorithm to Learn Partial-Value Variable Associations with Application to Modelling for Engineering Retention

Ye, N., Fok, T. Y., Wang, X., Collofello, J. & Dickson, N., Jan 1 2018, In : IFAC-PapersOnLine. 51, 2, p. 505-510 6 p.

Research output: Contribution to journalArticle

1 Scopus citations

The role of immersive virtual environments in raising science self-efficacy

Ketelhut, D. J. & Nelson, B., Jan 1 2018, Proceedings of the 12th European Conference on Game-Based Learning, ECGBL 2018. Ciussi, M. (ed.). Dechema e.V., Vol. 2018-October. p. 281-287 7 p.

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

3 Scopus citations

The Yips: Methods to Identify Golfers with a Dystonic Etiology/Golfer's Cramp

Adler, C. H., Temkit, MH., Crews, D., McDaniel, T., Tucker, J., Hentz, J. G., Marquardt, C., Abraham, D. & Caviness, J. N., Nov 1 2018, In : Medicine and Science in Sports and Exercise. 50, 11, p. 2226-2230 5 p.

Research output: Contribution to journalArticle

1 Scopus citations
2 Scopus citations

TopoText: Context-preserving Text data exploration across multiple spatial scales

Zhang, J., Surakitbanharn, C., Elmqvist, N., Maciejewski, R., Qian, Z. & Ebert, D. S., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

3 Scopus citations

Toward relational learning with misinformation

Wu, L., Li, J., Morstatter, F. & Liu, H., 2018, p. 711-719. 9 p.

Research output: Contribution to conferencePaper

Open Access
2 Scopus citations

Towards domain-specific flow-based languages

Zarrin, B., Baumeister, H. & Sarjoughian, H., 2018, MODELSWARD 2018 - Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development. Hammoudi, S., Pires, L. F. & Selic, B. (eds.). SciTePress, p. 319-325 7 p. (MODELSWARD 2018 - Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development; vol. 2018-January).

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

Open Access
2 Scopus citations

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. (International Conference on Information and Knowledge Management, Proceedings).

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

1 Scopus citations

Towards Green Service Composition Approach in the Cloud

Wang, S., Zhou, A., Bao, R., Chou, W. & Yau, S-S., Aug 31 2018, (Accepted/In press) In : IEEE Transactions on Services Computing.

Research output: Contribution to journalArticle

12 Scopus citations

Towards privacy preserving social recommendation under personalized privacy settings

Meng, X., Wang, S., Shu, K., Li, J., Chen, B., Liu, H. & Zhang, Y., Jul 14 2018, (Accepted/In press) In : World Wide Web. p. 1-29 29 p.

Research output: Contribution to journalArticle

Tracing fake-news footprints: Characterizing social media messages by how they propagate

Wu, L. & 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, p. 637-645 9 p. (WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining; vol. 2018-Febuary).

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

54 Scopus citations