| Learning about social learning in MOOCs: From statistical analysis to generative model CG Brinton, M Chiang, S Jain, H Lam, Z Liu, FMF Wong IEEE transactions on Learning Technologies 7 (4), 346-359, 2014 | 314 | 2014 |
| MOOC performance prediction via clickstream data and social learning networks CG Brinton, M Chiang 2015 IEEE conference on computer communications (INFOCOM), 2299-2307, 2015 | 157 | 2015 |
| Behavior-based grade prediction for MOOCs via time series neural networks TY Yang, CG Brinton, C Joe-Wong, M Chiang IEEE Journal of Selected Topics in Signal Processing 11 (5), 716-728, 2017 | 119 | 2017 |
| Mining MOOC clickstreams: Video-watching behavior vs. in-video quiz performance CG Brinton, S Buccapatnam, M Chiang, HV Poor IEEE Transactions on Signal Processing 64 (14), 3677-3692, 2016 | 107* | 2016 |
| Individualization for education at scale: MIIC design and preliminary evaluation CG Brinton, R Rill, S Ha, M Chiang, R Smith, W Ju IEEE Transactions on Learning Technologies 8 (1), 136-148, 2014 | 80 | 2014 |
| From federated to fog learning: Distributed machine learning over heterogeneous wireless networks S Hosseinalipour, CG Brinton, V Aggarwal, H Dai, M Chiang IEEE Communications Magazine 58 (12), 41-47, 2020 | 61* | 2020 |
| On the viability of a cloud virtual service provider L Zheng, C Joe-Wong, CG Brinton, CW Tan, S Ha, M Chiang ACM SIGMETRICS Performance Evaluation Review 44 (1), 235-248, 2016 | 57 | 2016 |
| Fast-convergent federated learning HT Nguyen, V Sehwag, S Hosseinalipour, CG Brinton, M Chiang, ... IEEE Journal on Selected Areas in Communications 39 (1), 201-218, 2020 | 53 | 2020 |
| Social learning networks: A brief survey CG Brinton, M Chiang 2014 48th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2014 | 46 | 2014 |
| Network-aware optimization of distributed learning for fog computing Y Tu, Y Ruan, S Wagle, CG Brinton, C Joe-Wong IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 2509-2518, 2020 | 44 | 2020 |
| Bi-directionally amplified extended reach 40Gb/s CWDM-TDM PON with burst-mode upstream transmission PP Iannone, KC Reichmann, C Brinton, J Nakagawa, T Cusick, ... Optical Fiber Communication Conference, PDPD6, 2011 | 43 | 2011 |
| Early detection prediction of learning outcomes in online short-courses via learning behaviors W Chen, CG Brinton, D Cao, A Mason-Singh, C Lu, M Chiang IEEE Transactions on Learning Technologies 12 (1), 44-58, 2018 | 41 | 2018 |
| Multi-stage hybrid federated learning over large-scale D2D-enabled fog networks S Hosseinalipour, SS Azam, CG Brinton, N Michelusi, V Aggarwal, ... IEEE/ACM Transactions on Networking, 2022 | 33 | 2022 |
| Personalized thread recommendation for MOOC discussion forums AS Lan, JC Spencer, Z Chen, CG Brinton, M Chiang Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | 31 | 2018 |
| Behavior-Based Latent Variable Model for Learner Engagement. AS Lan, CG Brinton, TY Yang, M Chiang International Educational Data Mining Society, 2017 | 31 | 2017 |
| Social learning networks: Efficiency optimization for MOOC forums CG Brinton, S Buccapatnam, FMF Wong, M Chiang, HV Poor IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016 | 30 | 2016 |
| Economic viability of a virtual ISP L Zheng, C Joe-Wong, J Chen, CG Brinton, CW Tan, M Chiang IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017 | 27 | 2017 |
| Methods and Systems for Creating, Delivering, Using, and Leveraging Integrated Teaching and Learning M Chiang, S Ha, SR Rill, CG Brinton, W Ju US Patent App. 14/063,289, 2014 | 24 | 2014 |
| A symmetric-rate, extended-reach 40 Gb/s CWDM-TDMA PON with downstream and upstream SOA-Raman amplification KC Reichmann, PP Iannone, C Brinton, J Nakagawa, T Cusick, M Kimber, ... Journal of Lightwave Technology 30 (4), 479-485, 2011 | 24 | 2011 |
| An intelligent satellite multicast and caching overlay for CDNs to improve performance in video applications CG Brinton, E Aryafar, S Corda, S Russo, R Reinoso, M Chiang 31st AIAA International Communications Satellite Systems Conference, 5664, 2013 | 19 | 2013 |
Mung ChiangArthur LeGrand Doty Professor of Electrical Engineering, Princeton UniversityVerified email at princeton.edu
