Tian Guo
TitleCited byYear
Robust online time series prediction with recurrent neural networks
T Guo, Z Xu, X Yao, H Chen, K Aberer, K Funaya
2016 IEEE International Conference on Data Science and Advanced Analytics …, 2016
392016
Hybrid neural networks for learning the trend in time series
T Lin, T Guo, K Aberer
Proceedings of the Twenty-Sixth International Joint Conference on Artificial …, 2017
302017
An adaptive approach for online segmentation of multi-dimensional mobile data
T Guo, Z Yan, K Aberer
Proceedings of the Eleventh ACM International Workshop on Data Engineering …, 2012
272012
Efficient indexing and query processing of model-view sensor data in the cloud
T Guo, TG Papaioannou, K Aberer
Big Data Research 1, 52-65, 2014
222014
Fast distributed correlation discovery over streaming time-series data
T Guo, S Sathe, K Aberer
Proceedings of the 24th ACM International on Conference on Information and …, 2015
202015
Data summarization with social contexts
H Zhuang, R Rahman, X Hu, T Guo, P Hui, K Aberer
Proceedings of the 25th ACM International on Conference on Information and …, 2016
132016
Predicting short-term Bitcoin price fluctuations from buy and sell orders
T Guo, N Antulov-Fantulin
arXiv preprint arXiv:1802.04065, 2018
122018
Model-view sensor data management in the cloud
T Guo, TG Papaioannou, K Aberer
2013 IEEE International Conference on Big Data, 282-290, 2013
112013
An interpretable LSTM neural network for autoregressive exogenous model
T Guo, T Lin, Y Lu
arXiv preprint arXiv:1804.05251, 2018
102018
Multi-variable LSTM neural network for autoregressive exogenous model
T Guo, T Lin
arXiv preprint arXiv:1806.06384, 2018
52018
Sparse deep nonnegative matrix factorization
Z Guo, S Zhang
arXiv preprint arXiv:1707.09316, 2017
42017
Online indexing and distributed querying model-view sensor data in the cloud
T Guo, TG Papaioannou, H Zhuang, K Aberer
International Conference on Database Systems for Advanced Applications, 28-46, 2014
42014
Bitcoin volatility forecasting with a glimpse into buy and sell orders
T Guo, A Bifet, N Antulov-Fantulin
2018 IEEE International Conference on Data Mining (ICDM), 989-994, 2018
32018
Sigco: Mining significant correlations via a distributed real-time computation engine
T Guo, JP Calbimonte, H Zhuang, K Aberer
2015 IEEE International Conference on Big Data (Big Data), 747-756, 2015
32015
Hybrid neural networks over time series for trend forecasting
T Lin, T Guo, K Aberer
22017
Distributed Time Series Analytics
T Guo
EPFL, 2017
12017
Fast correlation discovery for large-scale streaming time-series data
T Guo, S Sathe, K Aberer
12014
Exploring Interpretable LSTM Neural Networks over Multi-Variable Data
T Guo, T Lin, N Antulov-Fantulin
arXiv preprint arXiv:1905.12034, 2019
2019
Statistical embedding for directed graphs
T Funke, T Guo, A Lancic, N Antulov-Fantulin
arXiv preprint arXiv:1905.10227, 2019
2019
Sensing Social Media Signals for Cryptocurrency News
J Beck, R Huang, D Lindner, T Guo, Z Ce, D Helbing, N Antulov-Fantulin
Companion Proceedings of The 2019 World Wide Web Conference, 1051-1054, 2019
2019
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