Office of the Vice Chancellor for Research and Innovation

Research Output

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Conference contribution
2019

Growth Chronology and Population Characteristics of Channel Catfish and Freshwater Drum Across Six Illinois Rivers

Berry, S., Lamer, J., DeBoer, J., Whitten, A., Colombo, R., Carpenter, C., Rude, N., Whitledge, G., Lubinski, B. & Parker, J., 2019, Midwest Fish and Wildlife Conference 2019.

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

Guiding Hunter Recruitment, Retention, and Reactivation: A Market-Driven Approach

Stephens, D., Black, K. & Miller, C., 2019, Midwest Fish and Wildlife Conference 2019.

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

Hardware-Software Co-Design for an Analog-Digital Accelerator for Machine Learning

Ambrosi, J., Ankit, A., Antunes, R., Chalamalasetti, S. R., Chatterjee, S., El Hajj, I., Fachini, G., Faraboschi, P., Foltin, M., Huang, S., Hwu, W. M., Knuppe, G., Lakshminarasimha, S. V., Milojicic, D., Parthasarathy, M., Ribeiro, F., Rosa, L., Roy, K., Silveira, P. & Strachan, J. P., Feb 8 2019, 2018 IEEE International Conference on Rebooting Computing, ICRC 2018. Institute of Electrical and Electronics Engineers Inc., 8638612. (2018 IEEE International Conference on Rebooting Computing, ICRC 2018).

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

Help me search: Leveraging user-system collaboration for query construction to improve accuracy for difficult queries

Kuzi, S., Pampari, A., Narwekar, A. & Zhai, C. X., Jul 18 2019, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1221-1224 4 p. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

HetespaceyWalk: A heterogeneous Spacey random walk for heterogeneous information network embedding

He, Y., Song, Y., Li, J., Ji, C., Peng, J. & Peng, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 639-648 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

HG-DAgger: Interactive imitation learning with human experts

Kelly, M., Sidrane, C., Driggs-Campbell, K. & Kochenderfer, M. J., May 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 8077-8083 7 p. 8793698. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

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

Hidden markov model estimation-based q-learning for partially observable markov decision process

Yoon, H. J., Lee, D. & Hovakimyan, N., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2366-2371 6 p. 8814849. (Proceedings of the American Control Conference; vol. 2019-July).

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

Hierarchical estimation for complex multi-domain dynamical systems

Tannous, P. J., Docimo, D. J., Pangborn, H. C. & Alleyne, A. G., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 909-915 7 p. 8814330. (Proceedings of the American Control Conference; vol. 2019-July).

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

Hierarchical multi-armed bandits for discovering hidden populations

Kumar, S., Gao, H., Wang, C., Chang, K. C. C. & Sundaram, H., 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. 145-153 9 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

High-performance integrated photonics in thin film lithium niobate platform

Bahadori, M., Kar, A., Yang, Y., Lavasani, A., Goddard, L. & Gong, S., Jan 1 2019, CLEO: Applications and Technology, CLEO_AT 2019. OSA - The Optical Society, (Optics InfoBase Conference Papers; vol. Part F127-CLEO_AT 2019).

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

High-Performance Integrated Photonics in Thin Film Lithium Niobate Platform

Bahadori, M., Kar, A., Yang, Y., Lavasani, A., Goddard, L. & Gong, S., May 2019, 2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8750640. (2019 Conference on Lasers and Electro-Optics, CLEO 2019 - Proceedings).

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

HiGitClass: Keyword-driven hierarchical classification of github repositories

Zhang, Y., Xu, F. F., Li, S., Meng, Y., Wang, X., Li, Q. & Han, J., 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. 876-885 10 p. 8970799. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

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

Histogram sort with sampling

Harsh, V., Kale, L. V. & Solomonik, E. V., Jun 17 2019, SPAA 2019 - Proceedings of the 31st ACM Symposium on Parallelism in Algorithms and Architectures. Association for Computing Machinery, p. 201-212 12 p. (Annual ACM Symposium on Parallelism in Algorithms and Architectures).

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

Open Access

Human vs bots: Detecting human attacks in a honeypot environment

Udhani, S., Withers, A. & Bashir, M., Jun 2019, 7th International Symposium on Digital Forensics and Security, ISDFS 2019. Varol, A., Karabatak, M., Varol, C. & Teke, S. (eds.). Institute of Electrical and Electronics Engineers Inc., 8757534. (7th International Symposium on Digital Forensics and Security, ISDFS 2019).

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

Hybrid direct-indirect adaptive control of nonlinear system with unmatched uncertainty

Joshi, G. & Chowdhary, G., Apr 2019, 2019 6th International Conference on Control, Decision and Information Technologies, CoDIT 2019. Institute of Electrical and Electronics Engineers Inc., p. 127-132 6 p. 8820301. (2019 6th International Conference on Control, Decision and Information Technologies, CoDIT 2019).

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

Identifying Catostomid Larvae Using Next Generation Sequencing (NGS) to Better Understand Reproduction Within Large River Systems Sign

Hanser, K. N., Moody-Carpenter, C., Pesik, J., Roth, D., Schrey, A., Porreca, A. & Colombo, R. E., 2019, Midwest Fish and Wildlife Conference 2019.

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

Implementing computational reproducibility in the Whole Tale environment

Chard, K., Gaffney, N., Jones, M. B., Kowalik, K., Ludaescher, B., Nabrzyski, J., Stodden, V., Taylor, I., Turk, M. J. & Willis, C., Jun 17 2019, P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019. Association for Computing Machinery, Inc, p. 17-22 6 p. (P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019).

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

Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS

Li, Q., Zhang, X., Xiong, J. J., Hwu, W. M. & Chen, D., Jan 21 2019, ASP-DAC 2019 - 24th Asia and South Pacific Design Automation Conference. Institute of Electrical and Electronics Engineers Inc., p. 693-698 6 p. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC).

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

Improving upon Flash Flooding Forecasts for Two Major Great Lakes Cities

Hall, B. & Roebber, P. J., 2019, AMS - 99th American Meteorological Society Annual Meeting.

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

Improving yield mapping accuracy using remote sensing

Gonçalves Trevisan, R., Shiratsuchi, L. S., Bullock, D. S. & Martin, N. F., Jan 1 2019, Precision Agriculture 2019 - Papers Presented at the 12th European Conference on Precision Agriculture, ECPA 2019. Stafford, J. V. (ed.). Wageningen Academic Publishers, p. 901-908 8 p. (Precision Agriculture 2019 - Papers Presented at the 12th European Conference on Precision Agriculture, ECPA 2019).

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

I'm Sure! Automatic Detection of Metacognition in Online Course Discussion Forums

Huang, E., Valdiviejas, H. & Bosch, N., Sep 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019. Institute of Electrical and Electronics Engineers Inc., p. 241-247 7 p. 8925506. (2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019).

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

Incision Healing Rate of Shortnose Gars Using Novel Surgical Methods for Transmitter Implantation

King, S. & Stein, J. A., 2019, Midwest Fish and Wildlife Conference 2019.

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

Information and Energy Transmission with Experimentally-Sampled Harvesting Functions

Seo, D. & Varshney, L. R., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 126-130 5 p. 8849689. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

Initial thoughts on cybersecurity and reproducibility

Deelman, E., Stodden, V., Taufer, M. & Welch, V., Jun 17 2019, P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019. Association for Computing Machinery, Inc, p. 13-15 3 p. (P-RECS 2019 - Proceedings of the 2nd International Workshop on Practical Reproducible Evaluation of Computer Systems, co-located with HPDC 2019).

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

Integrating local context and global cohesiveness for open information extraction

Zhu, Q., Ren, X., Shang, J., Zhang, Y., El-Kishky, A. & Han, J., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 42-50 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

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

Intent-Aware Probabilistic Trajectory Estimation for Collision Prediction with Uncertainty Quantification

Patterson, A., Lakshmanan, A. & Hovakimyan, N., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3827-3832 6 p. 9029215. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

Interactive cinematic scientific visualization in unity

Shih, J. Y., Borkiewicz, K., Christensen, A. J. & Cox, D. J., Jul 28 2019, ACM SIGGRAPH 2019 Posters, SIGGRAPH 2019. Association for Computing Machinery, Inc, (ACM SIGGRAPH 2019 Posters, SIGGRAPH 2019).

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

Interdependent networked community resilience modeling environment (INCORE)

Lee, J. S., Navarro, C. M., Tolbert, N., Kim, Y. W., Naraharisetty, V. V. G., Wang, C., Ondrejcek, M., Calderon, D., Bradley, S. L. & Fredricksen, M., Jul 28 2019, Proceedings of the Practice and Experience in Advanced Research Computing: Rise of the Machines (Learning), PEARC 2019. Association for Computing Machinery (ACM), 3333150. (ACM International Conference Proceeding Series).

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

Investigating Burbot Diets in Lake Michigan Through Stomach Contents, Fatty Acids, and Stable Isotope Ratios

Leonhardt, B., Turschak, B., Happel, A., Czesny, S., Bootsma, H., Richard, J. & Höök, T., 2019, Midwest Fish and Wildlife Conference 2019.

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

Keras Spatial Extending deep learning frameworks for preprocessing and on-the-fly augmentation of geospatial data

Soliman, A. & Terstriep, J., Nov 5 2019, Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2019. Gao, S., Newsam, S., Zhao, L., Lunga, D., Hu, Y., Martins, B., Zhou, X. & Chen, F. (eds.). Association for Computing Machinery, Inc, p. 69-76 8 p. (Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2019).

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

Open Access

Landscape dynamics and immune function across a community of shrubland birds

Merrill, L., Barger, A. M. & Benson, T. J., 2019, Interactive Program SICB 2019.

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

Lap-Based Video Frame Interpolation

Jayashankar, T., Moulin, P., Blu, T. & Gilliam, C., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 4195-4199 5 p. 8803484. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

Laramide deformation in the Fra Cristobal Range, southern New Mexico

Nelson, W. J., Elrick, S. D. & Lucas, S. G., 2019, Geological Society of America, 53rd South-Central/53rd North-Central/71st Rocky Mountain Section meeting. Vol. 51 (2). (Geological Society of America, 53rd South-Central/53rd North-Central/71st Rocky Mountain Section meeting).

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

Late Precolumbian Subsistence Change, Socio-political Transformation, and Ethnogenesis in the Upper Illinois River Valley

Emerson, T., Hedman, K. & Fort, M., 2019, INDIVIDUAL ABSTRACTS OF THE SAA 84TH ANNUAL MEETING.

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

Learning motion in feature space: Locally-consistent deformable convolution networks for fine-grained action detection

Mac, K. N., Joshi, D., Yeh, R., Xiong, J., Feris, R. & Do, M., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 6281-6290 10 p. 9010064. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

Learning to communicate: A machine learning framework for heterogeneous multi-agent robotic systems

Yoon, H. J., Chen, H., Long, K., Zhang, H., Gahlawat, A., Lee, D. & Hovakimyan, N., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

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

Learning with analytical models

Ibeid, H., Meng, S., Dobon, O., Olson, L. & Gropp, W., May 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019. Institute of Electrical and Electronics Engineers Inc., p. 778-786 9 p. 8778229. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019).

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

Life-cycle assessment of using sulfur-extended asphalt (SEA) in pavements

Yang, R., Ozer, H., Ouyang, Y., Alarfaj, A. H., Islam, K., Khan, M. I., Khan, K. M. & Shalabi, F. I., Jan 1 2019, Airfield and Highway Pavements 2019: Innovation and Sustainability in Highway and Airfield Pavement Technology - Selected Papers from the International Airfield and Highway Pavements Conference 2019. Al-Qadi, I. L., Ozer, H., Loizos, A. & Murrell, S. (eds.). American Society of Civil Engineers, p. 183-192 10 p. (Airfield and Highway Pavements 2019: Innovation and Sustainability in Highway and Airfield Pavement Technology - Selected Papers from the International Airfield and Highway Pavements Conference 2019).

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

Likelihood Rate Based Estimation of Nonstationary Markov Models

Maske, H. & Chowdhary, G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4759-4766 8 p. 8619316. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Livedatalab: A cloud-based platform to facilitate hands-on data science education at scale

Green, A. & Zhai, C. X., Jun 24 2019, Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019. Association for Computing Machinery, Inc, (Proceedings of the 6th 2019 ACM Conference on Learning at Scale, L@S 2019).

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

Locus: A System and a Language for Program Optimization

Teixeira, S. F. X. T., Ancourt, C., Padua, D. & Gropp, W., Mar 5 2019, CGO 2019 - Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization. Moseley, T., Jimborean, A. & Kandemir, M. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 217-228 12 p. 8661203. (CGO 2019 - Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization).

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

Low-Rank Dynamic Mode Decomposition using Riemannian Manifold Optimization

Sashittal, P. & Bodony, D. J., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2265-2270 6 p. 8619400. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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

Lumped 3-D Equivalent Thermal Circuit Model for Transient Thermal Analysis of TSV Array

Min, Q., Li, E. P. & Jin, J. M., Mar 2019, 2019 IEEE International Conference on Computational Electromagnetics, ICCEM 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8779007. (2019 IEEE International Conference on Computational Electromagnetics, ICCEM 2019 - Proceedings).

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

Machine Learning-Based Prediction of Building Water Consumption for Improving Building Water Efficiency

Wang, L. & El-Gohary, N. M., Jan 1 2019, Computing in Civil Engineering 2019: Smart Cities, Sustainability, and Resilience - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019. Cho, Y. K., Leite, F., Behzadan, A. & Wang, C. (eds.). American Society of Civil Engineers, p. 139-145 7 p. (Computing in Civil Engineering 2019: Smart Cities, Sustainability, and Resilience - Selected Papers from the ASCE International Conference on Computing in Civil Engineering 2019).

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

Magnet wire for venus exploration

Arastu, F., Yi, X., Garg, M., Haran, K. & Lyding, J., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

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

Majorization-minimization Algorithms for Convolutive NMF with the Beta-divergence

Fagot, D., Wendt, H., Févotte, C. & Smaragdis, P., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8202-8206 5 p. 8683837. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Marsh Bird Use of Wetlands Managed for Waterfowl in Illinois

Bradshaw, T., Beach, C., Hagy, H., Jacques, C., Blake-Bradshaw, A. & Lancaster, J., 2019, Midwest Fish and Wildlife Conference 2019.

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

MemXCT: Memory-centric X-ray CT reconstruction with massive parallelization

Hidayetolu, M., Biçer, T., De Gonzalo, S. G., Ren, B., Gürsoy, D., Kettimuthu, R., Foster, I. T. & Hwu, W. M. W., Nov 17 2019, Proceedings of SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, a85. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

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

Meta-GNN: Metagraph neural network for semi-supervised learning in Attributed Heterogeneous Information Networks

Sankar, A., Zhang, X. & Chang, K. C. C., 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. 137-144 8 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

Methods for Blended Shared Control of Hydraulic Excavators with Learning and Prediction

Jin, Z., Pagilla, P. R., Maske, H. & Chowdhary, G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1973-1978 6 p. 8619826. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

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