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Research Output

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Conference contribution
2019

Accelerating sparse deep neural networks on FPGAs

Huang, S., Pearson, C., Nagi, R., Xiong, J., Chen, D. & Hwu, W. M., Sep 2019, 2019 IEEE High Performance Extreme Computing Conference, HPEC 2019. Institute of Electrical and Electronics Engineers Inc., 8916419. (2019 IEEE High Performance Extreme Computing Conference, HPEC 2019).

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

Large-scale Multi-dimensional Assignment: Problem Formulations and GPU Accelerated Solutions

Reynen, O., Vadrevu, S., Nagi, R. & Legrand, K., Jul 2019, FUSION 2019 - 22nd International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 9011336. (FUSION 2019 - 22nd International Conference on Information Fusion).

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

Probabilistic Analysis of UAV Routing with Dynamically Arriving Targets

Matin, H. N. Z., Yekkehkhany, A. & Nagi, R., Jul 2019, FUSION 2019 - 22nd International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 9011225. (FUSION 2019 - 22nd International Conference on Information Fusion).

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

Seed investment bounds for viral marketing under generalized diffusion

Ghayoori, A. & Nagi, R., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 95-100 6 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

Update on k-truss Decomposition on GPU

Almasri, M., Anjum, O., Pearson, C., Qureshi, Z., Mailthody, V. S., Nagi, R., Xiong, J. & Hwu, W. M., Sep 2019, 2019 IEEE High Performance Extreme Computing Conference, HPEC 2019. Institute of Electrical and Electronics Engineers Inc., 8916285. (2019 IEEE High Performance Extreme Computing Conference, HPEC 2019).

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

Update on triangle counting on GPU

Pearson, C., Almasri, M., Anjum, O., Mailthody, V. S., Qureshi, Z., Nagi, R., Xiong, J. & Hwu, W. M., Sep 2019, 2019 IEEE High Performance Extreme Computing Conference, HPEC 2019. Institute of Electrical and Electronics Engineers Inc., 8916547. (2019 IEEE High Performance Extreme Computing Conference, HPEC 2019).

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

2018

Collaborative (CPU + GPU) Algorithms for Triangle Counting and Truss Decomposition

Mailthody, V. S., Date, K., Qureshi, Z., Pearson, C., Nagi, R., Xiong, J. & Hwu, W. M., Nov 26 2018, 2018 IEEE High Performance Extreme Computing Conference, HPEC 2018. Institute of Electrical and Electronics Engineers Inc., 8547517. (2018 IEEE High Performance Extreme Computing Conference, HPEC 2018).

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

Tracking Multiple Maneuvering Targets Using Integer Programming and Spline Interpolation

Date, K. & Nagi, R., Sep 5 2018, 2018 21st International Conference on Information Fusion, FUSION 2018. Institute of Electrical and Electronics Engineers Inc., p. 1293-1300 8 p. 8455837. (2018 21st International Conference on Information Fusion, FUSION 2018).

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

Triangle Counting and Truss Decomposition using FPGA

Huang, S., El-Hadedy, M., Hao, C., Li, Q., Mailthody, V. S., Date, K., Xiong, J., Chen, D., Nagi, R. & Hwu, W. M., Nov 26 2018, 2018 IEEE High Performance Extreme Computing Conference, HPEC 2018. Institute of Electrical and Electronics Engineers Inc., 8547536. (2018 IEEE High Performance Extreme Computing Conference, HPEC 2018).

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

2017

Collaborative (CPU + GPU) algorithms for triangle counting and truss decomposition on the Minsky architecture: Static graph challenge: Subgraph isomorphism

Date, K., Feng, K., Nagi, R., Xiong, J., Kim, N. S. & Hwu, W-M. W., Oct 30 2017, 2017 IEEE High Performance Extreme Computing Conference, HPEC 2017. Institute of Electrical and Electronics Engineers Inc., 8091042. (2017 IEEE High Performance Extreme Computing Conference, HPEC 2017).

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

2016

Online community detection for fused social network graphs

Chronopoulou, A. & Nagi, R., Aug 1 2016, FUSION 2016 - 19th International Conference on Information Fusion, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1682-1686 5 p. 7528085. (FUSION 2016 - 19th International Conference on Information Fusion, Proceedings).

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

2015

Application of multi-level fusion for pattern of life analysis

Gross, G. A., Little, E., Park, B., Llinas, J. & Nagi, R., Sep 14 2015, 2015 18th International Conference on Information Fusion, Fusion 2015. Institute of Electrical and Electronics Engineers Inc., p. 2009-2016 8 p. 7266801

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

Social network extraction and high value individual (HVI) identification within fused intelligence data

Farasat, A., Gross, G., Nagi, R. & Nikolaev, A. G., Jan 1 2015, Social Computing, Behavioral-Cultural Modeling, and Prediction - 8th International Conference, SBP 2015, Proceedings. Xu, K., Agarwal, N. & Osgood, N. (eds.). Springer-Verlag, p. 44-54 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9021).

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

2014

Systemic test and evaluation of a hard+soft information fusion framework: Challenges and current approaches

Gross, G. A., Date, K., Schlegel, D. R., Corso, J. J., Llinas, J., Nagi, R. & Shapiro, S. C., Oct 3 2014, FUSION 2014 - 17th International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 6916253

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

Test and evaluation of data association algorithms in hard+soft data fusion

Date, K., Gross, G. A. & Nagi, R., Oct 3 2014, FUSION 2014 - 17th International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., 6916254. (FUSION 2014 - 17th International Conference on Information Fusion).

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

Visual estimation of human attributes: An empirical study of context-dependent human observation capabilities

Kerker, D., Jenkins, M. P., Gross, G. A., Bisantz, A. M. & Nagi, R., Jan 1 2014, 2014 IEEE International Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2014. IEEE Computer Society, p. 40-46 7 p. 6816538. (2014 IEEE International Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2014).

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

2013

A multi-perspective optimization approach to UAV resource management for littoral surveillance

Ortiz-Pena, H. J., Sudit, M., Hirsch, M., Karwan, M. & Nagi, R., Dec 26 2013, Proceedings of the 16th International Conference on Information Fusion, FUSION 2013. p. 492-498 7 p. 6641320. (Proceedings of the 16th International Conference on Information Fusion, FUSION 2013).

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

Data association and graph analytical processing of hard and soft intelligence data

Date, K., Gross, G. A., Khopkar, S., Nagi, R. & Sambhoos, K., Dec 26 2013, Proceedings of the 16th International Conference on Information Fusion, FUSION 2013. p. 404-411 8 p. 6641307. (Proceedings of the 16th International Conference on Information Fusion, FUSION 2013).

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

Discovering patterns in social networks with graph matching algorithms

Ogaard, K., Roy, H., Kase, S., Nagi, R., Sambhoos, K. & Sudit, M., Mar 14 2013, Social Computing, Behavioral-Cultural Modeling and Prediction - 6th International Conference, SBP 2013, Proceedings. p. 341-349 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7812 LNCS).

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

Investigating and improving network visualizations' effectiveness at supporting human sensemaking tasks

Jenkins, M. P., Bisantz, A., Llinas, J. & Nagi, R., Dec 13 2013, Proceedings of the Human Factors and Ergonomics Society Annual Meeting, HFES 2013. p. 235-239 5 p. (Proceedings of the Human Factors and Ergonomics Society).

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

Optimal placement of a finite-size facility: A computational study of sequential and parallel implementations

Date, K. & Nagi, R., Jan 1 2013, 7th IFAC Conference on Manufacturing Modelling, Management, and Control, MIM 2013 - Proceedings. 9 ed. IFAC Secretariat, p. 460-465 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 46, no. 9).

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

Representation of potential information gain to measure the price of anarchy on ISR activities

Ortiz-Penã, H. J., Hirsch, M., Karwan, M., Nagi, R. & Sudit, M., Aug 12 2013, Next-Generation Analyst. 87580M. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8758).

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

Searching social networks for subgraph patterns

Ogaard, K., Kase, S., Roy, H., Nagi, R., Sambhoos, K. & Sudit, M., Aug 9 2013, Sensors, and Command, Control, Communications, and Intelligence (C3I) Technologies for Homeland Security and Homeland Defense XII. 87110T. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8711).

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

2012

An efficient map-reduce algorithm for the incremental computation of all-pairs shortest paths in social networks

Khopkar, S. S., Nagi, R. & Nikolaev, A. G., Dec 1 2012, Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. p. 1144-1148 5 p. 6425603. (Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012).

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

From information needs to information gathering: A system optimization perspective to ISR synchronization

Ortiz-Peña, H. J., Nagi, R., Sudit, M., Moskal, M. D., Dawson, M., Fink, J., Hanratty, T., Heilman, E. & Tuttle, D., Dec 1 2012, Ground/Air Multisensor Interoperability, Integration, and Networking for Persistent ISR III. 838912. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8389).

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

Improving event co-reference by context extraction and dynamic feature weighting

McConky, K., Nagi, R., Sudit, M. & Hughes, W., May 22 2012, 2012 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2012. p. 38-43 6 p. 6188406. (2012 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2012).

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

Towards hard+soft data fusion: Processing architecture and implementation for the joint fusion and analysis of hard and soft intelligence data

Gross, G. A., Nagi, R., Sambhoos, K., Schlegel, D. R., Shapiro, S. C. & Tauer, G., Oct 24 2012, 15th International Conference on Information Fusion, FUSION 2012. p. 955-962 8 p. 6289905. (15th International Conference on Information Fusion, FUSION 2012).

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

2011

Continuous preservation of situational awareness through incremental/stochastic graphical methods

Gross, G., Nagi, R. & Sambhoos, K., 2011, Fusion 2011 - 14th International Conference on Information Fusion. 5977471

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

Significant information encapsulation and valence exploitation (SIEVE) for discovery

McConky, K., Nagi, R., Sudit, M., Rose, W. J. & Katz, G., Sep 13 2011, Fusion 2011 - 14th International Conference on Information Fusion. 5977685. (Fusion 2011 - 14th International Conference on Information Fusion).

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

Temporal alignment in soft information processing

McMaster, D., Nagi, R. & Sambhoos, K., Sep 13 2011, Fusion 2011 - 14th International Conference on Information Fusion. 5977686. (Fusion 2011 - 14th International Conference on Information Fusion).

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

Towards context-aware hard/soft information fusion: Incorporating situationally qualified human observations into a fusion process for intelligence analysis

Jenkins, M. P., Gross, G., Bisantz, A. M. & Nagi, R., May 23 2011, 2011 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2011. p. 74-81 8 p. 5753757. (2011 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2011).

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

2010

A multi-disciplinary university research initiative in Hard and Soft information fusion: Overview, research strategies and initial results

Llinas, J., Nagi, R., Hall, D. & Lavery, J., Dec 1 2010, 13th Conference on Information Fusion, Fusion 2010. 5712083. (13th Conference on Information Fusion, Fusion 2010).

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

Soft information, dirty graphs and uncertainty representation/processing for situation understanding

Gross, G., Nagi, R. & Sambhoos, K., Dec 1 2010, 13th Conference on Information Fusion, Fusion 2010. 5712082. (13th Conference on Information Fusion, Fusion 2010).

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

2009

Analytic network process for model elicitation in nation-building simulations

Zhang, Y., Nagi, R. & Sudit, M., Nov 18 2009, 2009 12th International Conference on Information Fusion, FUSION 2009. p. 155-162 8 p. 5203777. (2009 12th International Conference on Information Fusion, FUSION 2009).

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

Incremental graph matching for situation awareness

Stotz, A., Nagi, R. & Sudit, M., Nov 18 2009, 2009 12th International Conference on Information Fusion, FUSION 2009. p. 452-459 8 p. 5203773. (2009 12th International Conference on Information Fusion, FUSION 2009).

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

2008

A stochastic optimization framework for resource management and course of action analysis

Hirsch, M. J., Nagi, R. & Sudit, D., Dec 1 2008, Proceedings of the 11th International Conference on Information Fusion, FUSION 2008. 4632271. (Proceedings of the 11th International Conference on Information Fusion, FUSION 2008).

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

2007

Information fusion using conceptual spaces: Mathematical programming models and methods

Holender, M., Sudit, M., Nagi, R. & Rickard, J. T., Dec 1 2007, FUSION 2007 - 2007 10th International Conference on Information Fusion. 4408111. (FUSION 2007 - 2007 10th International Conference on Information Fusion).

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

2006

A graph-based framework for fusion: From hypothesis generation to forensics

Sudit, M., Stotz, A., Nagi, R. & Sambhoos, K., Dec 1 2006, 2006 9th International Conference on Information Fusion, FUSION. 4085870. (2006 9th International Conference on Information Fusion, FUSION).

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

An approach for level 2/3 fusion technology development in urban/asymmetric scenarios

Nagi, R., Sudit, M. & Llinas, J., Dec 1 2006, 2006 9th International Conference on Information Fusion, FUSION. 4085948. (2006 9th International Conference on Information Fusion, FUSION).

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

2004

Ad hoc sensor network topology design for distributed fusion: A mathematical programming approach

Joshi, A., Mishra, N., Batta, R. & Nagi, R., Nov 2 2004, Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004. Svensson, P. & Schubert, J. (eds.). p. 836-841 6 p. (Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004; vol. 2).

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

2003

Integrated assembly variant design framework in agile manufacturing

Wang, A., Nagi, R. & Cha, J., Dec 1 2003, Proceedings of the 10th ISPE International Conference on Concurrent Engineering Research and Application, Enhanced Interoperable Systems. Cha, J., Jardim-Goncalves, R., Steiger-Garcao, A., Cha, J., Jardim-Goncalves, R. & Steiger-Garcao, A. (eds.). p. 881-887 7 p. (Proceedings of the 10th ISPE International Conference on Concurrent Engineering Research and Application, Enhanced Interoperable Systems).

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

1997

IGES to STEP translation and visualization

Bhandarkar, M. P., Downie, B., Hardwick, M. & Nagi, R., 1997, Industrial Engineering Research - Conference Proceedings. Curry, G. L. (ed.). IIE, p. 656-661 6 p.

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

1996

Overview of a flexible optimization approach to multi-resource, multi-project planning and scheduling

Shankar, V. & Nagi, R., 1996, Industrial Engineering Research - Conference Proceedings. Askin, R. G., Bidanda, B. & Jagdale, S. (eds.). IIE, p. 263-268 6 p.

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

1992

Hierarchical decision making in computer integrated manufacturing systems

Harhalakis, G., Lin, C. P., Nagi, R. & Proth, J. M., Jan 1 1992, Proceedings of the 3rd International Conference on Cormputer Integrated Manufacturing. Institute of Electrical and Electronics Engineers Inc., p. 15-24 10 p. 638979. (Proceedings of the 3rd International Conference on Computer Integrated Manufacturing).

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