Shaowei Lin

According to our database, Shaowei Lin authored at least 31 papers between 2006 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

A novel method of mental fatigue detection based on CNN and LSTM.

Shaohan Zhang, Zhenchang Zhang, Zelong Chen, Shaowei Lin, Ziyan Xie

Int. J. Comput. Sci. Eng., 2021

Word2rate: training and evaluating multiple word embeddings as statistical transitions.

Gary Phua, Shaowei Lin, Dario Poletti

CoRR, 2021

A Blockchain-Based Approach for Collaborative Formalization of Mathematics and Programs.

Jin Xing Lim, Barnabé Monnot, Shaowei Lin, Georgios Piliouras

Proceedings of the 2021 IEEE International Conference on Blockchain, 2021

2020

Dependently Typed Knowledge Graphs.

Zhangsheng Lai, Aik Beng Ng, Liang Ze Wong, Simon See, Shaowei Lin

CoRR, 2020

An Energy-efficient Multi-core Restricted Boltzmann Machine Processor with On-chip Bio-plausible Learning and Reconfigurable Sparsity.

Jiajun Wu, Xuan Huang, Le Yang, Liang Wang, Jipeng Wang, Zuozhu Liu, Kwen-Siong Chong, Shaowei Lin, Chao Wang

Proceedings of the IEEE Asian Solid-State Circuits Conference, 2020

Biologically Plausible Sequence Learning with Spiking Neural Networks.

Zuozhu Liu, Thiparat Chotibut, Christopher Hillar, Shaowei Lin

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Attention-based Graph Convolutional Network for Recommendation System.

Chenyuan Feng, Zuozhu Liu, Shaowei Lin, Tony Q. S. Quek

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Variational Probability Flow for Biologically Plausible Training of Deep Neural Networks.

Zuozhu Liu, Tony Q. S. Quek, Shaowei Lin

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Fast Adaptation of Activity Sensing Policies in Mobile Devices.

Mohammad Abu Alsheikh, Dusit Niyato, Shaowei Lin, Hwee-Pink Tan, Dong In Kim

IEEE Trans. Veh. Technol., 2017

Heterogeneous Sensor Data Fusion By Deep Multimodal Encoding.

Zuozhu Liu, Wenyu Zhang, Shaowei Lin, Tony Q. S. Quek

IEEE J. Sel. Top. Signal Process., 2017

Deep fusion of heterogeneous sensor data.

Zuozhu Liu, Wenyu Zhang, Tony Q. S. Quek, Shaowei Lin

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Mobile big data analytics using deep learning and apache spark.

Mohammad Abu Alsheikh, Dusit Niyato, Shaowei Lin, Hwee-Pink Tan, Zhu Han

IEEE Netw., 2016

Rate-distortion Balanced Data Compression for Wireless Sensor Networks.

Mohammad Abu Alsheikh, Shaowei Lin, Dusit Niyato, Hwee-Pink Tan

CoRR, 2016

Deep Activity Recognition Models with Triaxial Accelerometers.

Mohammad Abu Alsheikh, Ahmed Selim, Dusit Niyato, Linda Doyle, Shaowei Lin, Hwee-Pink Tan

Proceedings of the Artificial Intelligence Applied to Assistive Technologies and Smart Environments, 2016

2015

Markov Decision Processes With Applications in Wireless Sensor Networks: A Survey.

Mohammad Abu Alsheikh, Dinh Thai Hoang, Dusit Niyato, Hwee-Pink Tan, Shaowei Lin

IEEE Commun. Surv. Tutorials, 2015

Toward a robust sparse data representation for wireless sensor networks.

Mohammad Abu Alsheikh, Shaowei Lin, Hwee Pink Tan, Dusit Niyato

Proceedings of the 40th IEEE Conference on Local Computer Networks, 2015

Multimodal fusion for sensor data using stacked autoencoders.

Pengfei Zhang, Xiaoping Ma, Wenyu Zhang, Shaowei Lin, Huiling Chen, Arthur Lee Yirun, Gaoxi Xiao

Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015

2014

Hypersurfaces and Their Singularities in Partial Correlation Testing.

Shaowei Lin, Caroline Uhler, Bernd Sturmfels, Peter Bühlmann

Found. Comput. Math., 2014

Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications.

Mohammad Abu Alsheikh, Shaowei Lin, Dusit Niyato, Hwee Pink Tan

IEEE Commun. Surv. Tutorials, 2014

Area coverage under low sensor density.

Mohammad Abu Alsheikh, Shaowei Lin, Hwee-Pink Tan, Dusit Niyato

Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

Imputing missing values in sensor networks using sparse data representations.

Liang Ze Wong, Huiling Chen, Shaowei Lin, Daniel Chongli Chen

Proceedings of the 17th ACM International Conference on Modeling, 2014

Efficient data compression with error bound guarantee in wireless sensor networks.

Mohammad Abu Alsheikh, Puay Kai Poh, Shaowei Lin, Hwee Pink Tan, Dusit Niyato

Proceedings of the 17th ACM International Conference on Modeling, 2014

Distributed event detection under Byzantine attack in wireless sensor networks.

Pengfei Zhang, Jing Yang Koh, Shaowei Lin, Ido Nevat

Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

Modelling threshold exceedence levels for spatial stochastic processes observed by sensor networks.

Gareth W. Peters, Ido Nevat, Shaowei Lin, Tomoko Matsui

Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

2013

Capacity Pre-Log of Noncoherent SIMO Channels Via Hironaka's Theorem.

Veniamin I. Morgenshtern, Erwin Riegler, Wei Yang, Giuseppe Durisi, Shaowei Lin, Bernd Sturmfels, Helmut Bölcskei

IEEE Trans. Inf. Theory, 2013

2011

Noncoherent SIMO pre-log via resolution of singularities.

Erwin Riegler, Veniamin I. Morgenshtern, Giuseppe Durisi, Shaowei Lin, Bernd Sturmfels, Helmut Bölcskei

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2009

Marginal Likelihood Integrals for Mixtures of Independence Models.

Shaowei Lin, Bernd Sturmfels, Zhiqiang Xu

J. Mach. Learn. Res., 2009

2008

Block diagonal geometric mean decomposition (BD-GMD) for MIMO broadcast channels.

Shaowei Lin, Winston W. L. Ho, Ying-Chang Liang

IEEE Trans. Wirel. Commun., 2008

Polynomial relations among principal minors of a 4x4-matrix

Shaowei Lin, Bernd Sturmfels

CoRR, 2008

2006

Block-Diagonal Geometric Mean Decomposition (BD-GMD) for Multiuser MIMO Broadcast Channels.

Shaowei Lin, Winston W. L. Ho, Ying-Chang Liang

Proceedings of the IEEE 17th International Symposium on Personal, 2006

MIMO Broadcast Communications Using Block-Diagonal Uniform Channel Decomposition (BD-UCD).

Shaowei Lin, Winston W. L. Ho, Ying-Chang Liang

Proceedings of the IEEE 17th International Symposium on Personal, 2006