Research output per year
Research output per year
- 1 - 50 out of 118 results
Search results
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2024
EV-FL: Efficient Verifiable Federated Learning with Weighted Aggregation for Industrial IoT Networks
Yu, H., Xu, R., Zhang, H., Yang, Z. & Liu, H., Apr 1 2024, In: IEEE/ACM Transactions on Networking. 32, 2, p. 1723-1737 15 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Fusion learning of preference and bias from ratings and reviews for item recommendation
Liu, J., Li, T., Yang, Z., Wu, D. & Liu, H., Mar 2024, In: Data and Knowledge Engineering. 150, 102283.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report Generation
Lei, F., Ma, Y., Fotheringham, A. S., Mack, E., Li, Z., Sachdeva, M., Bardin, S. & MacIejewski, R., Jan 1 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 1, p. 1391-1401 11 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
2023
A modeling framework for adaptive collective defense: crisis response in social-insect colonies
Navas-Zuloaga, M. G., Baudier, K. M., Fewell, J. H., Ben-Asher, N., Pavlic, T. P. & Kang, Y., Dec 2023, In: Journal Of Mathematical Biology. 87, 6, 87.Research output: Contribution to journal › Article › peer-review
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Auction-Based Learning for Question Answering over Knowledge Graphs
Agrawal, G., Bertsekas, D. & Liu, H., Jun 2023, In: Information (Switzerland). 14, 6, 336.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Causal Disentanglement for Implicit Recommendations with Network Information
Sheth, P., Guo, R., Cheng, L., Liu, H. & Candan, K. S., Apr 6 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 7, 94.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
CausalSE: Understanding Varied Spatial Effects with Missing Data Toward Adding New Bike-sharing Stations
Wang, Q., Guo, B., Cheng, L., Yu, Z. & Liu, H., Mar 20 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 2, 61872032.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Construction inspection & monitoring with quadruped robots in future human-robot teaming: A preliminary study
Halder, S., Afsari, K., Chiou, E., Patrick, R. & Hamed, K. A., Apr 15 2023, In: Journal of Building Engineering. 65, 105814.Research output: Contribution to journal › Article › peer-review
Open Access43 Scopus citations -
Efficient and Secure Federated Learning with Verifiable Weighted Average Aggregation
Yang, Z., Zhou, M., Yu, H., Sinnott, R. O. & Liu, H., Jan 1 2023, In: IEEE Transactions on Network Science and Engineering. 10, 1, p. 205-222 18 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
Fast Secure Aggregation with High Dropout Resilience for Federated Learning
Yang, S., Chen, Y., Yang, Z., Li, B. & Liu, H., Sep 1 2023, In: IEEE Transactions on Green Communications and Networking. 7, 3, p. 1501-1514 14 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Grand Challenges in Visual Analytics Applications
Wu, A., Deng, D., Chen, M., Liu, S., Keim, D., MacIejewski, R., Miksch, S., Strobelt, H., Viegas, F. & Wattenberg, M., Sep 1 2023, In: IEEE Computer Graphics and Applications. 43, 5, p. 83-90 8 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Trusting and Learning From Virtual Humans that Correct Common Misconceptions
Schroeder, N. L., Chiou, E. K., Siegle, R. F. & Craig, S. D., Jul 2023, In: Journal of Educational Computing Research. 61, 4, p. 790-816 27 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Trusting Automation: Designing for Responsivity and Resilience
Chiou, E. K. & Lee, J. D., Feb 2023, In: Human Factors. 65, 1, p. 137-165 29 p.Research output: Contribution to journal › Article › peer-review
130 Scopus citations -
2022
An axiomatic distance methodology for aggregating multimodal evaluations
Escobedo, A. R., Moreno-Centeno, E. & Yasmin, R., Apr 2022, In: Information Sciences. 590, p. 322-345 24 p.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
A Progressive Approximation Approach for the Exact Solution of Sparse Large-Scale Binary Interdiction Games
Contardo, C. & Sefair, J. A., Mar 2022, In: INFORMS Journal on Computing. 34, 2, p. 890-908 19 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Assessing Authentic Diversity in the Human Factors and Ergonomics Society: Part 2
Chiou, E. K. & Roscoe, R. D., Oct 2022, In: Ergonomics in Design. 30, 4, p. 29-34 6 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Beyond tracking: using deep learning to discover novel interactions in biological swarms
Choi, T., Pyenson, B., Liebig, J. & Pavlic, T. P., May 2022, In: Artificial Life and Robotics. 27, 2, p. 393-400 8 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Blockchain-Based Offline Auditing for the Cloud in Vehicular Networks
Yu, H., Yang, Z., Tu, S., Waqas, M. & Liu, H., Sep 1 2022, In: IEEE Transactions on Network and Service Management. 19, 3, p. 2944-2956 13 p.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Building Knowledge Graphs from Unstructured Texts: Applications and Impact Analyses in Cybersecurity Education
Agrawal, G., Deng, Y., Park, J., Liu, H. & Chen, Y. C., Nov 2022, In: Information (Switzerland). 13, 11, 526.Research output: Contribution to journal › Article › peer-review
Open Access28 Scopus citations -
Capacity planning and production scheduling integration: improving operational efficiency via detailed modelling
Yao, X., Almatooq, N., Askin, R. G. & Gruber, G., 2022, In: International Journal of Production Research. 60, 24, p. 7239-7261 23 p.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
Characterizing multi-domain false news and underlying user effects on Chinese Weibo
Sheng, Q., Cao, J., Bernard, H. R., Shu, K., Li, J. & Liu, H., Jul 2022, In: Information Processing and Management. 59, 4, 102959.Research output: Contribution to journal › Article › peer-review
Open Access19 Scopus citations -
Collaborative Filtering With Network Representation Learning for Citation Recommendation
Wang, W., Tang, T., Xia, F., Gong, Z., Chen, Z. & Liu, H., Oct 1 2022, In: IEEE Transactions on Big Data. 8, 5, p. 1233-1246 14 p.Research output: Contribution to journal › Article › peer-review
Open Access28 Scopus citations -
Cross-Domain Graph Anomaly Detection
Ding, K., Shu, K., Shan, X., Li, J. & Liu, H., Jun 1 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 6, p. 2406-2415 10 p.Research output: Contribution to journal › Article › peer-review
22 Scopus citations -
Decoding alarm signal propagation of seed-harvester ants using automated movement tracking and supervised machine learning
Guo, X., Lin, M. R., Azizi, A., Saldyt, L. P., Kang, Y., Pavlic, T. P. & Fewell, J. H., 2022, In: Proceedings of the Royal Society B: Biological Sciences. 289, 1967, 20212176.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Deep Graph Learning for Anomalous Citation Detection
Liu, J., Xia, F., Feng, X., Ren, J. & Liu, H., Jun 1 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 6, p. 2543-2557 15 p.Research output: Contribution to journal › Article › peer-review
Open Access30 Scopus citations -
Derivation and generation of path-based valid inequalities for transmission expansion planning
Skolfield, J. K., Escobar, L. M. & Escobedo, A. R., May 2022, In: Annals of Operations Research. 312, 2, p. 1031-1049 19 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Evaluation Methods and Measures for Causal Learning Algorithms
Cheng, L., Guo, R., Moraffah, R., Sheth, P., Candan, K. S. & Liu, H., Dec 1 2022, In: IEEE Transactions on Artificial Intelligence. 3, 6, p. 924-943 20 p.Research output: Contribution to journal › Article › peer-review
Open Access29 Scopus citations -
FairRankVis: A Visual Analytics Framework for Exploring Algorithmic Fairness in Graph Mining Models
Xie, T., Ma, Y., Kang, J., Tong, H. & Maciejewski, R., Jan 1 2022, In: IEEE Transactions on Visualization and Computer Graphics. 28, 1, p. 368-377 10 p.Research output: Contribution to journal › Article › peer-review
16 Scopus citations -
Identifying the best strategy for soccer penalty success: A predictive model for optimising behavioural and biomechanical trade-offs
Hunter, A. H., Pavlic, T. P., Angilletta, M. J. & Wilson, R. S., Aug 2022, In: Journal of Biomechanics. 141, 111208.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Improving Crowdsourcing-Based Image Classification Through Expanded Input Elicitation and Machine Learning
Yasmin, R., Hassan, M. M., Grassel, J. T., Bhogaraju, H., Escobedo, A. R. & Fuentes, O., Jun 29 2022, In: Frontiers in Artificial Intelligence. 5, 848056.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Integrating Multimodal and Longitudinal Neuroimaging Data with Multi-Source Network Representation Learning
Zhang, W., Braden, B. B., Miranda, G., Shu, K., Wang, S., Liu, H. & Wang, Y., Apr 2022, In: Neuroinformatics. 20, 2, p. 301-316 16 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Learning Shared Mobility-Aware Knowledge for Multiple Urban Travel Demands
Wang, Q., Guo, B., Ouyang, Y., Cheng, L., Wang, L., Yu, Z. & Liu, H., May 1 2022, In: IEEE Internet of Things Journal. 9, 9, p. 7025-7035 11 p.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Multi-level instrumentation of bivouac thermoregulation: current methods and future directions
Baudier, K. M. & Pavlic, T. P., May 2022, In: Artificial Life and Robotics. 27, 2, p. 308-315 8 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Remote research methods for Human–AI–Robot Teaming
Lematta, G. J., Corral, C. C., Buchanan, V., Johnson, C. J., Mudigonda, A., Scholcover, F., Wong, M. E., Ezenyilimba, A., Baeriswyl, M., Kim, J., Holder, E., Chiou, E. K. & Cooke, N. J., Jan 2022, In: Human Factors and Ergonomics In Manufacturing. 32, 1, p. 133-150 18 p.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
Social Bots and Their Coordination During Online Campaigns: A Survey
Khaund, T., Kirdemir, B., Agarwal, N., Liu, H. & Morstatter, F., Apr 1 2022, In: IEEE Transactions on Computational Social Systems. 9, 2, p. 530-545 16 p.Research output: Contribution to journal › Article › peer-review
Open Access27 Scopus citations -
Soldier neural architecture is temporarily modality specialized but poorly predicted by repertoire size in the stingless bee Tetragonisca angustula
Baudier, K. M., Bennett, M. M., Barrett, M., Cossio, F. J., Wu, R. D., O'Donnell, S., Pavlic, T. P. & Fewell, J. H., Mar 2022, In: Journal of Comparative Neurology. 530, 4, p. 672-682 11 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Towards Human–Robot Teaming: Tradeoffs of Explanation-Based Communication Strategies in a Virtual Search and Rescue Task
Chiou, E. K., Demir, M., Buchanan, V., Corral, C. C., Endsley, M. R., Lematta, G. J., Cooke, N. J. & McNeese, N. J., Jul 2022, In: International Journal of Social Robotics. 14, 5, p. 1117-1136 20 p.Research output: Contribution to journal › Article › peer-review
16 Scopus citations -
2021
A broadband integrated time series (BITS) for longitudinal analyses of the digital divide
Mack, E. A., Helderop, E., Ma, K., Grubesic, T. H., Mann, J., Loveridge, S. & Maciejewski, R., May 2021, In: PloS one. 16, 5 May, e0250732.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
A column-oriented optimization approach for the generation of correlated random vectors
Sefair, J. A., Guaje, O. & Medaglia, A. L., Sep 2021, In: OR Spectrum. 43, 3, p. 777-808 32 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A Minimal Framework for Describing Living Systems: A Multi-Dimensional View of Life Across Scales
Caetano-Anollés, K., Ewers, B., Iyer, S., Lucas, J. R., Pavlic, T. P., Seale, A. P. & Zeng, Y., Dec 1 2021, In: Integrative and comparative biology. 61, 6, p. 2053-2065 13 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
A New Binary Programming Formulation and Social Choice Property for Kemeny Rank Aggregation
Yoo, Y. & Escobedo, A. R., 2021, In: Decision Analysis. 18, 4, p. 296-320 25 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
Approximations for dynamic multi-class manufacturing systems with priorities and finite buffers
Hanumantha, G. J. & Askin, R. G., 2021, In: IISE Transactions. 53, 9, p. 974-989 16 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Auditing the Sensitivity of Graph-based Ranking with Visual Analytics
Xie, T., Ma, Y., Tong, H., Thai, M. T. & Maciejewski, R., Feb 2021, In: IEEE Transactions on Visualization and Computer Graphics. 27, 2, p. 1459-1469 11 p., 9216512.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
A visual analytics framework for conservation planning optimization
Zhang, R., Lu, Y., Adams, K., Sefair, J. A., Mellin, H., Acevedo, M. A. & Maciejewski, R., Nov 2021, In: Environmental Modelling and Software. 145, 105178.Research output: Contribution to journal › Article › peer-review
Open Access -
A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes
Ma, Y., Fan, A., He, J., Nelakurthi, A. R. & MacIejewski, R., Feb 2021, In: IEEE Transactions on Visualization and Computer Graphics. 27, 2, p. 1385-1395 11 p., 9219240.Research output: Contribution to journal › Article › peer-review
Open Access21 Scopus citations -
A Visual Analytics System for Oil Spill Response and Recovery
Ma, Y., Medini, P. C. P., Nelson, J. R., Wei, R., Grubesic, T. H., Sefair, J. A. & Maciejewski, R., 2021, In: IEEE Computer Graphics and Applications. 41, 6, p. 91-100 10 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Causal inference for time series analysis: problems, methods and evaluation
Moraffah, R., Sheth, P., Karami, M., Bhattacharya, A., Wang, Q., Tahir, A., Raglin, A. & Liu, H., Dec 2021, In: Knowledge and Information Systems. 63, 12, p. 3041-3085 45 p.Research output: Contribution to journal › Article › peer-review
64 Scopus citations -
Detecting fake news with weak social supervision
Shu, K., Dumais, S., Awadallah, A. H. & Liu, H., Jul 1 2021, In: IEEE Intelligent Systems. 36, 4, p. 96-103 8 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
Efficient Continuous Big Data Integrity Checking for Decentralized Storage
Yu, H., Hu, Q., Yang, Z. & Liu, H., Apr 1 2021, In: IEEE Transactions on Network Science and Engineering. 8, 2, p. 1658-1673 16 p., 9384270.Research output: Contribution to journal › Article › peer-review
23 Scopus citations -
Exploring geographic hotspots using topological data analysis
Zhang, R., Lukasczyk, J., Wang, F., Ebert, D., Shakarian, P., Mack, E. A. & Maciejewski, R., Dec 2021, In: Transactions in GIS. 25, 6, p. 3188-3209 22 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations