Shaowei Lin

发表

Mobile big data analytics using deep learning and apache spark

Hwee Pink Tan, Zhu Han, Dusit Niyato, 2016, IEEE Network.

Rate-Distortion Balanced Data Compression for Wireless Sensor Networks

Hwee Pink Tan, Dusit Niyato, Mohammad Abu Alsheikh, 2016, IEEE Sensors Journal.

Deep fusion of heterogeneous sensor data

Wenyu Zhang, Tony Q. S. Quek, Zuozhu Liu, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Polynomial relations among principal minors of a 4x4-matrix pdf

Bernd Sturmfels, Shaowei Lin, B. Sturmfels, 2008, ArXiv.

Area coverage under low sensor density

Hwee Pink Tan, Dusit Niyato, Mohammad Abu Alsheikh, 2014, 2014 Eleventh Annual IEEE International Conference on Sensing, Communication, and Networking (SECON).

Distributed event detection under Byzantine attack in wireless sensor networks

Pengfei Zhang, Ido Nevat, Shaowei Lin, 2014, 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP).

Fast Adaptation of Activity Sensing Policies in Mobile Devices

Hwee Pink Tan, Dong In Kim, Dusit Niyato, 2016, IEEE Transactions on Vehicular Technology.

Noncoherent SIMO pre-log via resolution of singularities

Erwin Riegler, Helmut Bölcskei, Bernd Sturmfels, 2011, 2011 IEEE International Symposium on Information Theory Proceedings.

Biologically Plausible Sequence Learning with Spiking Neural Networks

Zuozhu Liu, Shaowei Lin, Thiparat Chotibut, 2020, AAAI.

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

Ying-Chang Liang, Shaowei Lin, Winston W. L. Ho, 2006, 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications.

Heterogeneous Sensor Data Fusion By Deep Multimodal Encoding

Wenyu Zhang, Tony Q. S. Quek, Zuozhu Liu, 2017, IEEE Journal of Selected Topics in Signal Processing.

Deep Activity Recognition Models with Triaxial Accelerometers pdf

Hwee Pink Tan, Linda Doyle, Dusit Niyato, 2015, AAAI Workshop: Artificial Intelligence Applied to Assistive Technologies and Smart Environments.

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

Ying-Chang Liang, Shaowei Lin, Winston W. L. Ho, 2006, 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications.

Dependently Typed Knowledge Graphs pdf

Simon See, Shaowei Lin, Zhangsheng Lai, 2020, ArXiv.

Attention-based Graph Convolutional Network for Recommendation System

Tony Q. S. Quek, Zuozhu Liu, Shaowei Lin, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multimodal fusion for sensor data using stacked autoencoders

Pengfei Zhang, Xiaoping Ma, Wenyu Zhang, 2015, 2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP).

Efficient data compression with error bound guarantee in wireless sensor networks

Hwee Pink Tan, Dusit Niyato, Mohammad Abu Alsheikh, 2014, MSWiM '14.

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

Hwee Pink Tan, Dusit Niyato, Mohammad Abu Alsheikh, 2014, IEEE Communications Surveys & Tutorials.

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

Ying-Chang Liang, Shaowei Lin, Winston W. L. Ho, 2008, IEEE Transactions on Wireless Communications.

Marginal Likelihood Integrals for Mixtures of Independence Models

Bernd Sturmfels, Zhiqiang Xu, Shaowei Lin, 2008, J. Mach. Learn. Res..

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

Hwee Pink Tan, Dinh Thai Hoang, Dusit Niyato, 2015, IEEE Communications Surveys & Tutorials.

Heterogeneous sensor data fusion by deep learning

Tony Q. S. Quek, Zuozhu Liu, Shaowei Lin, 2019 .

Toward a robust sparse data representation for wireless sensor networks

Hwee Pink Tan, Dusit Niyato, Mohammad Abu Alsheikh, 2015, 2015 IEEE 40th Conference on Local Computer Networks (LCN).

Hypersurfaces and Their Singularities in Partial Correlation Testing

Bernd Sturmfels, Caroline Uhler, Peter Bühlmann, 2012, Found. Comput. Math..

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

Erwin Riegler, Helmut Bölcskei, Bernd Sturmfels, 2012, IEEE Transactions on Information Theory.

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

Ido Nevat, Gareth W. Peters, Tomoko Matsui, 2014, 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP).

Variational Probability Flow for Biologically Plausible Training of Deep Neural Networks

Tony Q. S. Quek, Zuozhu Liu, Shaowei Lin, 2017, AAAI.

Imputing missing values in sensor networks using sparse data representations

Huiling Chen, Shaowei Lin, Liang Ze Wong, 2014, MSWiM '14.

Marginal likelihood and model selection for Gaussian latent tree and forest models

Piotr Zwiernik, Shaowei Lin, Mathias Drton, 2014, 1412.8285.

Asymptotic Approximation of Marginal Likelihood Integrals

Shaowei Lin, Shaowei Lin, 2010 .

Algebraic methods for evaluating integrals In Bayesian statistics

Shaowei Lin, Shaowei Lin, 2011 .

Tight bounds on the infinity norm of inverses of symmetric diagonally dominant positive matrices

Andre Wibisono, Christopher J. Hillar, Shaowei Lin, 2014 .