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Personalized Thread Recommendation for MOOC Discussion Forums

Machine Learning and Knowledge Discovery in Databases, p.725-740

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Context-Aware Attentive Knowledge Tracing

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2020, p.2330-2339

2020

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Adaptive Remediation with Multi-modal Content

Adaptive Instructional Systems, p.455-468

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MetaSense: Boosting RF Sensing Accuracy Using Dynamic Metasurface Antenna

IEEE internet of things journal, 2021-09, Vol.8 (18), p.14110-14126

2021

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On the Efficiency of Online Social Learning Networks

IEEE/ACM transactions on networking, 2018-10, Vol.26 (5), p.2076-2089

2018

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Contextual multi-armed bandit algorithms for personalized learning action selection

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, p.6344-6348

2017

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Balancing Test Accuracy and Security in Computerized Adaptive Testing

Artificial Intelligence in Education, p.708-713

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Scientific Formula Retrieval via Tree Embeddings

2021 IEEE International Conference on Big Data (Big Data), 2021, p.1493-1503

2021

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Time-varying learning and content analytics via sparse factor analysis

Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, 2014, p.452-461

2014

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Grade Prediction with Neural Collaborative Filtering

2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2019, p.1-10

2019

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Click-Based Student Performance Prediction: A Clustering Guided Meta-Learning Approach

2021 IEEE International Conference on Big Data (Big Data), 2021, p.1389-1398

2021

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MSE-Optimal Neural Network Initialization via Layer Fusion

2020 54th Annual Conference on Information Sciences and Systems (CISS), 2020, p.1-6

2020

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IdeoTrace: a framework for ideology tracing with a case study on the 2016 U.S. presidential election

2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2019, p.274-281

2019

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Multi-Layer Personalized Federated Learning for Mitigating Biases in Student Predictive Analytics

IEEE transactions on emerging topics in computing, 2024-06, p.1-15

2024

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BLAh: Boolean Logic Analysis for Graded Student Response Data

IEEE journal of selected topics in signal processing, 2017-08, Vol.11 (5), p.754-764

2017

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Hurts to Be Too Early: Benefits and Drawbacks of Communication in Multi-Agent Learning

IEEE INFOCOM 2019 - IEEE Conference on Computer Communications, 2019, p.622-630

2019

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Learning Cloud Dynamics to Optimize Spot Instance Bidding Strategies

IEEE INFOCOM 2018 - IEEE Conference on Computer Communications, 2018, p.2762-2770

2018

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Matrix recovery from quantized and corrupted measurements

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.4973-4977

2014

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Predicting the Timing and Quality of Responses in Online Discussion Forums

2019 IEEE 39th International Conference on Distributed Computing Systems (ICDCS), 2019, p.1931-1940

2019

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Machine Learning Techniques for Personalized Learning

Lan, Andrew S

2016

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Sparse probit factor analysis for learning analytics

2013 IEEE International Conference on Acoustics, Speech and Signal Processing, 2013, p.8776-8780

2013

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Sparse Factor Analysis for Learning and Content Analytics

Lan, Andrew S

2014

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QG-net: a data-driven question generation model for educational content

Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 2018, p.1-10

2018

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Linearized binary regression

2018 52nd Annual Conference on Information Sciences and Systems (CISS), 2018, p.1-6

2018

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Personalized Thread Recommendation for MOOC Discussion Forums

Context-Aware Attentive Knowledge Tracing

Adaptive Remediation with Multi-modal Content

MetaSense: Boosting RF Sensing Accuracy Using Dynamic Metasurface Antenna

On the Efficiency of Online Social Learning Networks

Contextual multi-armed bandit algorithms for personalized learning action selection

Balancing Test Accuracy and Security in Computerized Adaptive Testing

Scientific Formula Retrieval via Tree Embeddings

Time-varying learning and content analytics via sparse factor analysis

Grade Prediction with Neural Collaborative Filtering

Click-Based Student Performance Prediction: A Clustering Guided Meta-Learning Approach

MSE-Optimal Neural Network Initialization via Layer Fusion

IdeoTrace: a framework for ideology tracing with a case study on the 2016 U.S. presidential election

Multi-Layer Personalized Federated Learning for Mitigating Biases in Student Predictive Analytics

BLAh: Boolean Logic Analysis for Graded Student Response Data

Hurts to Be Too Early: Benefits and Drawbacks of Communication in Multi-Agent Learning

Learning Cloud Dynamics to Optimize Spot Instance Bidding Strategies

Matrix recovery from quantized and corrupted measurements

Predicting the Timing and Quality of Responses in Online Discussion Forums

Machine Learning Techniques for Personalized Learning

Sparse probit factor analysis for learning analytics

Sparse Factor Analysis for Learning and Content Analytics

QG-net: a data-driven question generation model for educational content

Linearized binary regression

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