Research Output

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Conference contribution
2019

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

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

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

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

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

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

Minotaur: Adapting Software Testing Techniques for Hardware Errors

Mahmoud, A., Venkatagiri, R., Ahmed, K., Misailovic, S., Marinov, D., Fletcher, C. W. & Adve, S. V., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 1087-1103 17 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access

MIRAS: Model-based reinforcement learning for microservice resource allocation over scientific workflows

Yang, Z., Nguyen, P., Jin, H. & Nahrstedt, K., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 122-132 11 p. 8885267. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

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

MLModelScope: Evaluate and introspect cognitive pipelines

Li, C., Dakkak, A., Xiong, J. & Hwu, W. M., Jul 2019, Proceedings - 2019 IEEE World Congress on Services, SERVICES 2019. Chang, C. K., Chen, P., Goul, M., Oyama, K., Reiff-Marganiec, S., Sun, Y., Wang, S. & Wang, Z. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 335-338 4 p. 8817116. (Proceedings - 2019 IEEE World Congress on Services, SERVICES 2019).

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

MMLOC: Multi-mode indoor localization system based on smart access points

Yu, T., Ren, W. & Nahrstedt, K., Nov 12 2019, Proceedings of the 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MobiQuitous 2019. Association for Computing Machinery, p. 473-482 10 p. (ACM International Conference Proceeding Series).

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

Modeling improvement for underrepresented minorities in online STEM education

Bosch, N., Huang, E., Angrave, L. & Perry, M., Jun 7 2019, ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 327-335 9 p. (ACM UMAP 2019 - Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization).

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

Open Access

Monte-Carlo tree search for policy optimization

Ma, X., Driggs-Campbell, K., Zhang, Z. & Kochenderfer, M. J., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 3116-3122 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

Open Access

Moya—A JIT Compiler for HPC

Prabhu, T. & Gropp, W. D., Jan 1 2019, Programming and Performance Visualization Tools - International Workshops, ESPT 2017 and VPA 2017, Revised Selected Papers. Levine, J. A., Schulz, M., Malony, A. D., Bhatele, A. & Boehme, D. (eds.). Springer-Verlag, p. 56-73 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11027 LNCS).

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

Navigation graph for tiled media streaming

Park, J. & Nahrstedt, K., Oct 15 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 447-455 9 p. (MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia).

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

Near-Memory and In-Storage FPGA Acceleration for Emerging Cognitive Computing Workloads

Dhar, A., Huang, S., Xiong, J., Jamsek, D., Mesnet, B., Huang, J., Kim, N. S., Hwu, W. M. & Chen, D., Jul 2019, Proceedings - 2019 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2019. IEEE Computer Society, p. 68-75 8 p. 8839401. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2019-July).

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

Nested parallelism with algorithmic skeletons

Majidi, A., Thomas, N., Smith, T., Amato, N. & Rauchwerger, L., Jan 1 2019, Languages and Compilers for Parallel Computing - 31st International Workshop, LCPC 2018, Revised Selected Papers. Hall, M. & Sundar, H. (eds.). Springer, p. 159-175 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11882 LNCS).

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

New Divide-and-Conquer Techniques for Large-Scale Phylogenetic Estimation

Warnow, T., Jan 1 2019, Algorithms for Computational Biology - 6th International Conference, AlCoB 2019, Proceedings. Vega-Rodríguez, M. A., Holmes, I. & Martín-Vide, C. (eds.). Springer-Verlag Berlin Heidelberg, p. 3-21 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11488 LNBI).

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

Node-Aware Improvements to Allreduce

Bienz, A., Olson, L. & Gropp, W., Nov 2019, Proceedings of ExaMPI 2019: Workshop on Exascale MPI - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 19-28 10 p. 8955452. (Proceedings of ExaMPI 2019: Workshop on Exascale MPI - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis).

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

Numerical study on the interfacial modification effects of soy protein on poly(vinylidene fluoride)

Zheng, Z., Xin, C. & Li, Y., Jan 1 2019, Advanced Materials: Design, Processing, Characterization, and Applications. American Society of Mechanical Engineers (ASME), (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); vol. 12).

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

Open loop position control of soft continuum arm using deep reinforcement learning

Satheeshbabu, S., Uppalapati, N. K., Chowdhary, G. & Krishnan, G., May 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., p. 5133-5139 7 p. 8793653. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

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

Parallel Hybrid Metaheuristics with Distributed Intensification and Diversification for Large-scale Optimization in Big Data Statistical Analysis

Cho, W. K. T. & Liu, Y. Y., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3312-3320 9 p. 9006045. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

Parsl: Pervasive parallel programming in Python

Babuji, Y., Woodard, A., Li, Z., Katz, D. S., Clifford, B., Kumar, R., Lacinski, L., Chard, R., Wozniak, J. M., Foster, I., Wilde, M. & Chard, K., Jun 17 2019, HPDC 2019- Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing. Association for Computing Machinery, Inc, p. 25-36 12 p. (HPDC 2019- Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing).

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

Open Access

Personal embodiment, social enactment: Collaborative learning with body technology

Fields, D. A., Lee, V. R., Litts, B. K., Mortensen, C. K., Ching, C. C., Danish, J. A., Humburg, M., Davis, B., Tu, X., Lui, D., Shaw, M., Jayathirtha, G., Kafai, Y., Lindberg, L., Lindgren, R., Planey, J., Morphew, J., Taylor, K. H., Bell, A., Riesland, E. & 5 others, Hays, M., Silvis, D., Dubovi, I., Hall, R. & Enyedy, N., 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. 798-805 8 p. (Computer-Supported Collaborative Learning Conference, CSCL; vol. 2).

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

Predicting the difficulty of automatic item generators on exams from their difficulty on homeworks

Chen, B., West, M. & Zilles, C., 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

PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference

Ankit, A., El Hajj, I., Rahul Chalamalasetti, S., Ndu, G., Foltin, M., Williams, R. S., Faraboschi, P., Hwu, W. M., Paul Strachan, J., Roy, K. & Milojicic, D. S., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 715-731 17 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access

Quantifying the Impact of Memory Errors in Deep Learning

Zhang, Z., Huang, L., Huang, R., Xu, W. & Katz, D. S., Sep 2019, Proceedings - 2019 IEEE International Conference on Cluster Computing, CLUSTER 2019. Institute of Electrical and Electronics Engineers Inc., 8890989. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2019-September).

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

Quantite Stein variational gradient descent for batch Bayesian optimization

Gong, C., Peng, J. & Liu, Q., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 4212-4221 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

Reducing mind-wandering during vicarious learning from an intelligent tutoring system

Mills, C., Bosch, N., Krasich, K. & D’Mello, S. K., Jan 1 2019, Artificial Intelligence in Education - 20th International Conference, AIED 2019, Proceedings. Isotani, S., Millán, E., Ogan, A., McLaren, B., Hastings, P. & Luckin, R. (eds.). Springer-Verlag Berlin Heidelberg, p. 296-307 12 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

REINAM: Reinforcement learning for input-grammar inference

Wu, Z., Johnson, E., Yang, W., Bastani, O., Song, D., Peng, J. & Xie, T., Aug 12 2019, ESEC/FSE 2019 - Proceedings of the 2019 27th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Apel, S., Dumas, M., Russo, A. & Pfahl, D. (eds.). Association for Computing Machinery, Inc, p. 488-498 11 p. (ESEC/FSE 2019 - Proceedings of the 2019 27th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

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

Reinforcement learning based text style transfer without parallel training corpus

Gong, H., Bhat, S., Wu, L., Xiong, J. & Hwu, W. M., Jan 1 2019, Long and Short Papers. Association for Computational Linguistics (ACL), p. 3168-3180 13 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

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

Relationship profiling over social networks: Reverse smoothness from similarity to closeness

Yang, C. & Chang, K. C-C., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 342-350 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Replica: A Wireless Manycore for Communication-Intensive and Approximate Data

Fernando, V., Franques, A., Abadal, S., Misailovic, S. & Torrellas, J., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 849-863 15 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).

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

Open Access

Reproducibility by other means: Transparent research objects

McPhillips, T., Willis, C., Gryk, M. R., Nunez-Corrales, S. & Ludascher, B., Sep 2019, Proceedings - IEEE 15th International Conference on eScience, eScience 2019. Institute of Electrical and Electronics Engineers Inc., p. 502-509 8 p. 9041774. (Proceedings - IEEE 15th International Conference on eScience, eScience 2019).

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

Research software development & management in Universities: Case studies from manchester's RSDS Group, Illinois' NCSA, and Notre Dame's CRC

Katz, D. S., McHenry, K., Reinking, C. & Haines, R., May 2019, Proceedings - 2019 IEEE/ACM 14th International Workshop on Software Engineering for Science, SE4Science 2019. Institute of Electrical and Electronics Engineers Inc., p. 17-24 8 p. 8823733. (Proceedings - 2019 IEEE/ACM 14th International Workshop on Software Engineering for Science, SE4Science 2019).

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

Resurgence of Regression Test Selection for C++

Fu, B., Misailovic, S. & Gligoric, M., Apr 2019, Proceedings - 2019 IEEE 12th International Conference on Software Testing, Verification and Validation, ICST 2019. Institute of Electrical and Electronics Engineers Inc., p. 323-334 12 p. 8730161. (Proceedings - 2019 IEEE 12th International Conference on Software Testing, Verification and Validation, ICST 2019).

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

Scalable parallel programming in python with PArsL

Babuji, Y., Woodard, A., Li, Z., Katz, D. S., Clifford, B., Foster, I., Wilde, M. & Chard, K., Jul 28 2019, Proceedings of the Practice and Experience in Advanced Research Computing: Rise of the Machines (Learning), PEARC 2019. Association for Computing Machinery, 3332231. (ACM International Conference Proceeding Series).

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

Scientific tests and continuous integration strategies to enhance reproducibility in the scientific software context

Krafczyk, M., Shi, A., Bhaskar, A., Marinov, D. & Stodden, 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. 23-28 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

Scitokens: Demonstrating Capability-Based Access to Remote Scientific Data using HTCondor

Withers, A., Brown, D., Basney, J., Bockelman, B., Patton, J., Tannenbaum, T., Miller, Z., Weitzel, D., Gaynor, J. & Gao, Y. A., Jul 28 2019, Proceedings of the Practice and Experience in Advanced Research Computing: Rise of the Machines (Learning), PEARC 2019. Association for Computing Machinery, 3333258. (ACM International Conference Proceeding Series).

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

See the collaboration through the code: Using data mining and cordtra graphs to analyze blocks-based programming

Tissenbaum, M. & Kumar, V., 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. 680-683 4 p. (Computer-Supported Collaborative Learning Conference, CSCL; vol. 2).

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

Similarity modeling on heterogeneous networks via automatic path discovery

Yang, C., Liu, M., He, F., Zhang, X., Peng, J. & Han, J., Jan 1 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Bonchi, F., Berlingerio, M., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Springer-Verlag Berlin Heidelberg, p. 37-54 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11052 LNAI).

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

Simulating emergent properties of human driving behavior using multi-agent reward augmented imitation learning

Bhattacharyya, R. P., Phillips, D. J., Liu, C., Gupta, J. K., 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. 789-795 7 p. 8793750. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2019-May).

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

Site-specific treatment responses in on-farm precision experimentation

Trevisan, R. G., 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. 925-931 7 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

SMURF: Efficient and Scalable Metadata Access for Distributed Applications from Edge to the Cloud

Zhang, B. & Kosar, T., Jul 2019, Proceedings - 2019 IEEE International Conference on Edge Computing, EDGE 2019 - Part of the 2019 IEEE World Congress on Services. Bertino, E., Chang, C. K., Chen, P., Damiani, E., Goul, M. & Oyama, K. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 102-106 5 p. 8812196. (Proceedings - 2019 IEEE International Conference on Edge Computing, EDGE 2019 - Part of the 2019 IEEE World Congress on Services).

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

Social media intelligence and learning environment: An open source framework for social media data Collection, Analysis and Curation

Wang, C., Marini, L., Chin, C. L., Vance, N., Donelson, C., Meunier, P. & Yun, J. T., Sep 2019, Proceedings - IEEE 15th International Conference on eScience, eScience 2019. Institute of Electrical and Electronics Engineers Inc., p. 252-261 10 p. 9041717. (Proceedings - IEEE 15th International Conference on eScience, eScience 2019).

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