Christopher G. Brinton

Author

Also Known As

Brinton, Christopher, Brinton, Christopher G., C. Brinton, C. G. Brinton, Chen, Evan, Chiang, Mung, Christopher Brinton, Christopher D. Brinton, Christopher G Brinton, Christopher G. Brinton

302

Publications

Citations

H-Index

136

Concepts

All Affiliations

Purdue University West Lafayette Princeton University University at Buffalo, State University of New York Carnegie Mellon University University of Kansas

About

Christopher G. Brinton is an author at Purdue University West Lafayette specializing in engineering, computer science, and learning analytics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	20	34	1.3K
2	Education	13	14	762
3	Business	9	9	275
4	Arts	3	3	269
5	Language Studies	2	2	25

Christopher G. Brinton

Publications

2.6K

Citations

H-Index

Page 1

	Year	Citations
Learning about Social Learning in MOOCs: From Statistical Analysis to Generative Model Christopher G. Brinton, Mung Chiang, Shaili Jain, IEEE Transactions on Learning Technologies Learning NetworkEducationOnline LearningCommunicationOnline Learning Community	2014	236
Decentralized Federated Learning: A Survey and Perspective Liangqi Yuan, Ziran Wang, Lichao Sun, IEEE Internet of Things Journal EngineeringNetwork TopologiesData ScienceComprehensive SurveyEdge Computing	2024	177
Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges Vishnu Pandi Chellapandi, Liangqi Yuan, Christopher G. Brinton, IEEE Transactions on Intelligent Vehicles Artificial IntelligenceVehicle CommunicationInternet Of VehicleEngineeringMachine Learning	2023	153
Behavior-Based Grade Prediction for MOOCs via Time Series Neural Networks Tsung-Yen Yang, Christopher G. Brinton, Carlee Joe‐Wong, IEEE Journal of Selected Topics in Signal Processing E-learningEngineeringMachine LearningEducationOnline Learning	2017	147
MOOC performance prediction via clickstream data and social learning networks Christopher G. Brinton, Mung Chiang	2015	142
Multi-Stage Hybrid Federated Learning Over Large-Scale D2D-Enabled Fog Networks Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, IEEE/ACM Transactions on Networking	2022	114
Mining MOOC Clickstreams: Video-Watching Behavior vs. In-Video Quiz Performance Christopher G. Brinton, Swapna Buccapatnam, Mung Chiang, IEEE Transactions on Signal Processing Lecture RecordingCognitive SciencePerformance StudiesInformation RetrievalBehavioral Sciences	2016	101
Individualization for Education at Scale: MIIC Design and Preliminary Evaluation Christopher G. Brinton, Ruediger Rill, Sangtae Ha, IEEE Transactions on Learning Technologies Adaptive Educational SystemOnline LearningE-learningMobile LearningOutcome-based Education	2014	78
Network-Aware Optimization of Distributed Learning for Fog Computing Yuwei Tu, Yichen Ruan, Satyavrat Wagle, Fog NetworksMobile Data OffloadingEngineeringMachine LearningData Science	2020	70
Early Detection Prediction of Learning Outcomes in Online Short-Courses via Learning Behaviors Wei-Yu Chen, Christopher G. Brinton, Da Cao, IEEE Transactions on Learning Technologies	2018	62

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