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4 papers · 1 filter
Soft Sensing Transformer: Hundreds of Sensors are Worth a Single Word
Chao Zhang, Jaswanth Yella, Yu Huang +4
With the rapid development of AI technology in recent years, there have been many studies with deep learning models in soft sensing area. However, the models have become more compl…
3D-FCT: Simultaneous 3D Object Detection and Tracking Using Feature Correlation
Naman Sharma, Hocksoon Lim
3D object detection using LiDAR data remains a key task for applications like autonomous driving and robotics. Unlike in the case of 2D images, LiDAR data is almost always collecte…
IEEE BigData 2021 Cup: Soft Sensing at Scale
Sergei Petrov, Chao Zhang, Jaswanth Yella +3
IEEE BigData 2021 Cup: Soft Sensing at Scale is a data mining competition organized by Seagate Technology, in association with the IEEE BigData 2021 conference. The scope of this c…
Auto-encoder based Model for High-dimensional Imbalanced Industrial Data
Chao Zhang, Sthitie Bom
With the proliferation of IoT devices, the distributed control systems are now capturing and processing more sensors at higher frequency than ever before. These new data, due to th…