Song Liu

Song Liu

University of Bristol - Bristol / United Kingdom
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 4323470
person_outline Song Liu's MOST POPULAR ARTICLES
1-) Change-point detection in time-series data by relative density-ratio estimationS Liu, M Yamada, N Collier, M SugiyamaNeural Networks 43, 72-83, 20135032013
2-) Density-difference estimationM Sugiyama, T Kanamori, T Suzuki, MC du Plessis, S Liu, I TakeuchiNeural Computation 25 (10), 2734-2775, 2013812013
3-) Direct divergence approximation between probability distributions and its applications in machine learningM Sugiyama, S Liu, MC Du Plessis, M Yamanaka, M Yamada, T Suzuki, ...Journal of Computing Science and Engineering 7 (2), 99-111, 2013432013
4-) Statistical outlier detection for diagnosis of cyber attacks in power state estimationY Chakhchoukh, S Liu, M Sugiyama, H Ishii2016 IEEE Power and Energy Society General Meeting (PESGM), 1-5, 2016462016
5-) Direct learning of sparse changes in Markov networks by density ratio estimationS Liu, JA Quinn, MU Gutmann, T Suzuki, M SugiyamaNeural computation 26 (6), 1169-1197, 2014462014