Trend Prediction and Distributed Pattern Matching for M2M Data

2015

Hsieh, Hsun-Ping, Lin, Shou-De, and Zheng, Yu, Inferring Air Quality for Station Location Recommendation Based on Urban Big Data, in Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, New York, NY, USA, 2015, pp. 437–446.

2014

Jui-Pin Wang, Yu-Chen Lu, Mi-Yen Yeh, Shou-De Lin, and Gibbons, P.B., Communication-Efficient Distributed Multiple Reference Pattern Matching for M2M Systems, in In Proceedings of the 13th IEEE International Conference on Data Mining (ICDM), 2014.
Chung-Yi Li and Shou-De Lin, Matching Users and Items Across Domains to Improve the Recommendation Quality, in 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2014.
Hsun-Ping Hsieh, Cheng-Te Li, and Shou-De Lin, Measuring and Recommending Time-Sensitive Routes from Location-based Data, ACM Transactions on Intelligent Systems and Technology (TIST), 2014.
Jing-Kai Lou, Fu-Min Wang, Chin-Hua Tsai, San-Chuan Hung, Perng-Hwa Kung, Shou-De Lin, Kuan-Ta Chen, and Chin-Laung Lei, A Social Diffusion Model with an Application on Election Simulation, The Scientific World Journal, 2014.

2013

Tsung-Ting Kuo, Rui Yan, Yu-Yang Huang, Perng-Hwa Kung, and Shou-De Lin, Unsupervised Link Prediction Using Aggregative Statistics on Heterogeneous Social Networks, in KDD 2013, 2013.
Ian E.H. Yen, Chun-Fu Chang, Ting-Wei Lin, Shan-Wei Lin, and Shou-De Lin, Indexed Block Coordinate Descent for Large-Scale Linear Classification with Limited Memory, in KDD 2013, 2013.
J.-W. Chou, M.-H. Chu, Y.-L. Tsai, Y. Jin, C.-M. Cheng, and S.-D. Lin, An unsupervised learning model to perform side channel attack, in 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2013), 2013.

2012

Cheng-Te Li, Man-Kwan Shan, and Shou-De Lin, Regional Subgraph Discovery in Social Networks, presented at the 05/2012, 2012.
Hsun-Ping Hsieh, Cheng-Te Li, and Shou-De Lin, Exploiting Large-Scale Check-in Data to Recommend Time-Sensitive Routes, presented at the 08/2012, 2012.
Tsung-Ting Kuo, San-Chuan Hung, Wei-Shih Lin, Nanyun Peng, Shou-De Lin, and Wei-Fen Lin, Exploiting Latent Information to Predict Diffusions of Novel Topics on Social Networks, presented at the 07/2012, 2012.
Hsun-Ping Hsieh, Cheng-Te Li, and Shou-De Lin, TripRec : Recommending Trip Routes from Large Scale Check-in Data, presented at the 04/2012, 2012.
Cheng-Te Li, Shou-De Lin, and Man-Kwan Shan, Influence Propagation and Maximization for Heterogeneous Social Networks, presented at the 04/2012, 2012.

2011