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- research-articleNovember 2024
MLC-DKT: A multi-layer context-aware deep knowledge tracing model
AbstractAs a fundamental research task for intelligent education, knowledge tracing (KT) aims to trace learners’ dynamic knowledge states and predict their future performance based on their historical response data. However, learners’ cognitive processes ...
- research-articleDecember 2021
Safety Modeling and Analysis of Undercarriage System Based on Cross-Verification of FHA and PHA
CSSE '21: Proceedings of the 4th International Conference on Computer Science and Software EngineeringPages 80–86https://doi.org/10.1145/3494885.3494900FHA and PHA are two common methods applied in analysis of system safety. However, the two methods have some problems such as to omit hazard analysis or control solution. Meanwhile it is not practical and not effective to deal with enormous work manually ...
- research-articleSeptember 2020
Contextual Anomaly Detection in Solder Paste Inspection with Multi-Task Learning
ACM Transactions on Intelligent Systems and Technology (TIST), Volume 11, Issue 6Article No.: 65, Pages 1–17https://doi.org/10.1145/3383261In this article, we study solder paste inspection (SPI), an important stage that is used in the semiconductor manufacturing industry, where abnormal boards should be detected. A highly accurate SPI can substantially reduce human expert involvement, as ...
- research-articleJune 2020
MELODY: Adaptive Task Definition of COP Prediction with Metadata for HVAC Control and Electricity Saving
e-Energy '20: Proceedings of the Eleventh ACM International Conference on Future Energy SystemsPages 47–56https://doi.org/10.1145/3396851.3397689It is well-known that the HVAC (heating, ventilation and air conditioning) dominates electricity consumption in commercial buildings. Existing study on HVAC has shown that it is important to accurately quantify the performance profile of a chiller, ...
- research-articleMarch 2017
Audio-visual object localization and separation using low-rank and sparsity
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)Pages 2901–2905https://doi.org/10.1109/ICASSP.2017.7952687The ability to localize visual objects that are associated with an audio source and at the same time seperate the audio signal is a corner stone in several audio-visual signal processing applications. Past efforts usually focused on localizing only the ...