Office of the Vice Chancellor for Research and Innovation

Research Output

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Conference contribution
2019

Deepening e-learning through social-collaborative intelligence

Montebello, M., Cope, B., Kalantzis, M., Amina, T., Searsmith, D., Tzirides, A. & Haniya, S., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658779. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

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

Deep Learning Method for Prediction of Planar Radiating Sources from Near-Field Intensity Data

Ma, H., Li, E. P., Schutt-Aine, J. & Cangellaris, A. C., Jul 2019, 2019 IEEE International Symposium on Electromagnetic Compatibility, Signal and Power Integrity, EMC+SIPI 2019. Institute of Electrical and Electronics Engineers Inc., p. 610-615 6 p. 8825271. (2019 IEEE International Symposium on Electromagnetic Compatibility, Signal and Power Integrity, EMC+SIPI 2019).

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

Deep Model Reference Adaptive Control

Joshi, G. & Chowdhary, G., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4601-4608 8 p. 9029173. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

Deepsrgm - Sequence classification and ranking in Indian classical music with deep learning

Madhusudhan, S. T. & Chowdhary, G., 2019, Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019. Flexer, A., Peeters, G., Urbano, J. & Volk, A. (eds.). International Society for Music Information Retrieval, p. 533-540 8 p. (Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019).

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

DeepStore: In-storage acceleration for intelligent queries

Mailthody, V. S., Qureshi, Z., Liang, W., Feng, Z., Gonzalo, S. G. D., Li, Y., Franke, H., Xiong, J., Huang, J. & Hwu, W. M., Oct 12 2019, MICRO 2019 - 52nd Annual IEEE/ACM International Symposium on Microarchitecture, Proceedings. IEEE Computer Society, p. 224-238 15 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO).

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

Deep tensor factorization for spatially-aware scene decomposition

Casebeer, J., Colomb, M. & Smaragdis, P., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2019. Institute of Electrical and Electronics Engineers Inc., p. 180-184 5 p. 8937263. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2019-October).

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

DeepZip: Lossless Data Compression Using Recurrent Neural Networks

Goyal, M., Tatwawadi, K., Chandak, S. & Ochoa, I., May 10 2019, Proceedings - DCC 2019: 2019 Data Compression Conference. Bilgin, A., Storer, J. A., Marcellin, M. W. & Serra-Sagrista, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 1 p. 8712659. (Data Compression Conference Proceedings; vol. 2019-March).

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

Dense 3D Reconstruction for Visual Tunnel Inspection using Unmanned Aerial Vehicle

Pahwa, R. S., Chan, K. Y., Bai, J., Saputra, V. B., Do, M. N. & Foong, S., Nov 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019. Institute of Electrical and Electronics Engineers Inc., p. 7025-7032 8 p. 8967577. (IEEE International Conference on Intelligent Robots and Systems).

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

Design of gradient nanotwinned metal materials using adaptive Gaussian process based surrogate models

Zhou, H., Chen, X. & Li, Y., Jan 1 2019, 45th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2A-2019).

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

Detectability of Intermittent Zero-Dynamics Attack in Networked Control Systems

Mao, Y., Jafarnejadsani, H., Zhao, P., Akyol, E. & Hovakimyan, N., Dec 2019, 2019 IEEE 58th Conference on Decision and Control, CDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 5605-5610 6 p. 9029997. (Proceedings of the IEEE Conference on Decision and Control; vol. 2019-December).

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

Deterministic DFN Modeling: A Methodology to Estimate Actual Fracture Plane Size Using Rock Lithology and Microseismic Event Source Information

Williams-Stroud, S., 2019, 2019 AAPG Annual Convention and Exhibition. San Antonio, Texas

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

Developing a spatially-defined biomaterial model of the glioblastoma perivascular niche

Hunter, C., Ngo, M. & Harley, B., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Development of a biomaterial model of the decidualized endometrium

Zambuto, S. G. & Harley, B. A., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

DiAD: Domain adaptation for learning at scale

Zeng, Z., Bhat, S., Chaturvedi, S. & Roth, D., Mar 4 2019, Proceedings of the 9th International Conference on Learning Analytics and Knowledge: Learning Analytics to Promote Inclusion and Success, LAK 2019. Association for Computing Machinery, p. 185-194 10 p. (ACM International Conference Proceeding Series).

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

Diet Complexity of Lake Michigan Salmonids

Leonhardt, B., Turschak, B., Happel, A., Czesny, S., Boostma, H., Rinchard, J., Kornis, M., Bronte, C. & Hook, T., 2019, Midwest Fish and Wildlife Conference 2019.

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

Dione: A Protocol Verification System Built with Dafny for I/O Automata

Hsieh, C. & Mitra, S., Jan 1 2019, Integrated Formal Methods - 15th International Conference, IFM 2019, Proceedings. Ahrendt, W. & Tapia Tarifa, S. L. (eds.). Springer, p. 227-245 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11918 LNCS).

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

Directed Intersection Representations and the Information Content of Digraphs

Kostochka, A. V., Liu, X., Machado, R. & Milenkovic, O., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1477-1481 5 p. 8849253. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

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

Discovering Buried Pasts: Illinois Transportation Archaeology and the Rediscovery of America’s First Native City

Betzenhauser, A., Emerson, T., Koldehoff, B. H. & Brennan, T. K., 2019, INDIVIDUAL ABSTRACTS OF THE SAA 84TH ANNUAL MEETING.

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

Discovering hypernymy in text-rich heterogeneous information network by exploiting context granularity

Shi, Y., Shen, J., Li, Y., Zhang, N., He, X., Lou, Z., Zhu, Q., Walker, M., Kim, M. & Han, J., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 599-608 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

Discovering maximal motif cliques in large heterogeneous information networks

Hu, J., Cheng, R., Chang, K. C. C., Sankar, A., Fang, Y. & Lam, B. Y. H., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 746-757 12 p. 8731437. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

Disentangling the toxicity of major ions to sensitive freshwater insects

Soucek, D., Dickinson, A. & Timpano, A. J., 2019, ESA2019 Program.

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

Dissecting the influences of combinatorial microenvironments on hepatic stellate cell phenotype and behavior

Jain, I., Brougham-Cook, A., Kukla, D., Khetani, S. & Underhill, G. H., Jan 1 2019, Society for Biomaterials Annual Meeting and Exposition 2019: The Pinnacle of Biomaterials Innovation and Excellence - Transactions of the 42nd Annual Meeting. Society for Biomaterials, 1 p. (Transactions of the Annual Meeting of the Society for Biomaterials and the Annual International Biomaterials Symposium; vol. 40).

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

Distantly Supervised Biomedical Named Entity Recognition with Dictionary Expansion

Wang, X., Zhang, Y., Li, Q., Ren, X., Shang, J. & Han, J., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 496-503 8 p. 8983212. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

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

Distributed Estimation via Opinion Dynamics

Sevuktekin, N. C., Schwing, A. G. & Singer, A. C., Aug 2019, 2019 IEEE 62nd International Midwest Symposium on Circuits and Systems, MWSCAS 2019. Institute of Electrical and Electronics Engineers Inc., p. 476-480 5 p. 8885091. (Midwest Symposium on Circuits and Systems; vol. 2019-August).

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

Do Colonization/Extinction Probabilities of Understory Herbaceous Plants Differ Between Forest Types?

Janssen, E. D., Molano-Flores, B. & Zaya, D. N., 2019, ESA2019 Program.

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

Drought, Diet, Demography, and Diaspora during the Mississippian Period: A View from the Central Illinois River Valley

Wilson, J., VanDerwarker, A., Esarey, D. & Bird, B., 2019, INDIVIDUAL ABSTRACTS OF THE SAA 84TH ANNUAL MEETING.

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

Dynamic Environment Prediction in Urban Scenes using Recurrent Representation Learning

Itkina, M., Driggs-Campbell, K. & Kochenderfer, M. J., Oct 2019, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2052-2059 8 p. 8917271. (2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019).

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

Dynamic programming for POMDP with jointly discrete and continuous state-spaces

Lee, D., He, N. & Hu, J., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1250-1255 6 p. 8815313. (Proceedings of the American Control Conference; vol. 2019-July).

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

Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium

Jin, H., Guo, H., Su, L., Nahrstedt, K. & Wang, X., Apr 2019, INFOCOM 2019 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 1063-1071 9 p. 8737506. (Proceedings - IEEE INFOCOM; vol. 2019-April).

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

EDM & games: Leveling up engaged learning with data-rich analytics

Rowe, J., Mott, B., Paquette, L. & Lee, S., 2019, EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining. Lynch, C. F., Merceron, A., Desmarais, M. & Nkambou, R. (eds.). International Educational Data Mining Society, p. 775-776 2 p. (EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining).

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

Effect of discrete and continuous parameter variation on difficulty in automatic item generation

Chen, B., Zilles, C., West, M. & Bretl, T. W., Jan 1 2019, Artificial Intelligence in Education - 20th International Conference, AIED 2019, Proceedings. Isotani, S., Hastings, P., Ogan, A., McLaren, B., Millán, E. & Luckin, R. (eds.). Springer-Verlag, p. 71-83 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11625 LNAI).

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

Effects of Acoustic Nonlinearities on the Estimation of Attenuation from Ultrasonic Backscatter

Coila, A. & Oelze, M., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. IEEE Computer Society, p. 2416-2419 4 p. 8925571. (IEEE International Ultrasonics Symposium, IUS; vol. 2019-October).

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

Effects of Conservation Practice and Site Age on Vegetation Structure and Avian Habitat Use in Fields Enrolled in the Conservation Reserve Enhancement Program

Reiley, B. M. & Benson, T. J., 2019, Midwest Fish and Wildlife Conference 2019.

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

Effects of Field and Landscape-scale Habitat on Ring-necked Pheasant Demography

Lyons, T., Benson, T. J., Louis, W., Ward, M. & Warner, R., 2019, Midwest Fish and Wildlife Conference 2019.

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

Effects of Harassment on Behavior and Movement of Canada Geese (Branta canadensis) in an Urban Park

Askren, R. & Ward, M., 2019, Midwest Fish and Wildlife Conference 2019.

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

Efficacy study on interactive mixed reality (IMR) software with sepsis prevention medical education

Sankaran, N. K., Nisar, H. J., Zhang, J., Formella, K., Amos, J., Barker, L. T., Vozenilek, J. A., Lavalle, S. M. & Kesavadas, T., Mar 2019, 26th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 664-670 7 p. 8798089. (26th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2019 - Proceedings).

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

Efficient numerical modeling of scattering by electrically large objects in a stratified medium for imaging applications

Zhang, K., Goddard, L. L. & Jin, J. M., Sep 2019, Proceedings of the 2019 21st International Conference on Electromagnetics in Advanced Applications, ICEAA 2019. Institute of Electrical and Electronics Engineers Inc., 1 p. 8879405. (Proceedings of the 2019 21st International Conference on Electromagnetics in Advanced Applications, ICEAA 2019).

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

Efficient organic-inorganic hybrid white light-emitting diodes with high color rendering index

Chen, K. J., Lai, Y. C., Lin, C., Lin, C. C., Chiu, S. H., Tu, Z. Y., Shih, M. H., Yu, P., Lee, P. T., Li, X., Meng, H. F., Chi, G. C., Chen, T. M. & Kuo, H. C., Jan 1 2019, Proceedings 2015 European Conference on Lasers and Electro-Optics - European Quantum Electronics Conference, CLEO/Europe-EQEC 2015. Optical Society of America (OSA), (Proceedings 2015 European Conference on Lasers and Electro-Optics - European Quantum Electronics Conference, CLEO/Europe-EQEC 2015).

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

Eight provocations for the cscl field: Current significant discussions and the future of cscl

Wise, A., Schwarz, B., Ludvigsen, S., Rummel, N., Hod, Y., Sagy, O., Kali, Y., Borge, M., Mercier, E. & Tchounikine, P., Jan 1 2019, A Wide Lens: Combining Embodied, Enactive, Extended, and Embedded Learning in Collaborative Settings - 13th International Conference on Computer Supported Collaborative Learning, CSCL 2019 - Conference Proceedings. Lund, K., Niccolai, G. P., Lavoue, E., Hmelo-Silver, C., Gweon, G. & Baker, M. (eds.). International Society of the Learning Sciences (ISLS), p. 975-976 2 p. (Computer-Supported Collaborative Learning Conference, CSCL; vol. 2).

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

Electroconductive oxide ceramics with graphene-encapsulated fillers

Hussainova, I., Drozdova, M., Ivanov, R., Kale, S. & Jasiuk, I., Jan 1 2019, Ceramic Engineering and Science Proceedings. Kusnezoff, M., Fu, Z., Ohji, T., LaSalvia, J., Mechnich, P., Koch, D., Bansal, N., Balaya, P. & Salem, J. (eds.). 2 ed. American Ceramic Society, p. 251-258 8 p. (Ceramic Engineering and Science Proceedings; vol. 39, no. 2).

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

Emergency landing trajectory optimization for a fixed-wing UAV under engine failure

Fang, X., Holzapfel, F., Wan, N., Jafarnejadsani, H., Sun, D. & Hovakimyan, N., 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

Emerging composition: Being and becoming an experiment in progress

Tipei, S., Jan 1 2019, SMC 2016 - 13th Sound and Music Computing Conference, Proceedings. Grossmann, R. & Hajdu, G. (eds.). Zentrum fur Mikrotonale Musik und Multimediale Komposition (ZM4), Hochschule fur Musik und Theater, p. 463-468 6 p. (SMC 2016 - 13th Sound and Music Computing Conference, Proceedings).

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

End-To-End Source Separation with Adaptive Front-Ends

Venkataramani, S., Casebeer, J. & Smaragdis, P., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 684-688 5 p. 8645535. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Energetic Carrying Capacity of Submersed Aquatic Vegetation in Semi-Permanent Marshes in the Upper Midwest

Gross, M., Hagy, H., Jacques, C., Simpson, J., Jenkins, S., Davis, B. J., :amcaster, J. & Yetter, A., 2019, Midwest Fish and Wildlife Conference 2019.

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

Enhanced rotation-equivariant U-net for nuclear segmentation

Chidester, B., Ton, T. V., Tran, M. T., Ma, J. & Do, M. N., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society, p. 1097-1104 8 p. 9025349. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

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

EnsembleDAgger: A Bayesian Approach to Safe Imitation Learning

Menda, K., Driggs-Campbell, K. & Kochenderfer, M. J., Nov 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019. Institute of Electrical and Electronics Engineers Inc., p. 5041-5048 8 p. 8968287. (IEEE International Conference on Intelligent Robots and Systems).

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

Estimating Abundance of Marshbirds in Wetlands Managed for Waterfowl

Bradshaw, T., Jacques, C. N., Hagy, H. M., Lancaster, J. D. & Blake-Bradshaw, S., 2019, Midwest Fish and Wildlife Conference 2019.

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

Estimating glycemic impact of cooking recipes via online crowdsourcing and machine learning

Lee, H., Achananuparp, P., Liu, Y., Lim, E. P. & Varshney, L. R., Nov 20 2019, DPH 2019 - Proceedings of the 9th International Conference on Digital Public Health. Association for Computing Machinery, p. 31-35 5 p. (ACM International Conference Proceeding Series).

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

Estimating Shorebird Abundance and Distribution Through Aerial Surveys in the Illinois River Valley

Malanchuk, L. J., Ward, M. P., Hagy, H. M. & Yetter, A. P., 2019, Midwest Fish and Wildlife Conference 2019.

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

Evaluating characteristics of CUDA communication primitives on high-bandwidth interconnects

Pearson, C., Dakkak, A., Hashash, S., Li, C., Chung, I. H., Xiong, J. & Hwu, W. M., Apr 4 2019, ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, p. 209-218 10 p. (ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering).

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

Open Access