==== Site ==== * [http://www.phmsociety.org/ PHM Society] * [http://www.phmap.org/ PHM Asia-Pacific] * [https://c3.nasa.gov/dashlink/projects/15/ NASA Prognostics Data Challenge] * [http://www.phmsociety.org/references/ijphm-archives/2016/Sp5 IJPHM 2016 Special Issue on Smart Manufacturing PHM] / Special Issue Big Data and Analytics] ==== Papers ==== * Finite-sensor fault-diagnosis simulation study of gas turbine engine using information entropy and deep belief networks, Frontiers of Information Technology & Electronic Engineering, 2016 * Deep Belief Network Based State Classification for Structural Health Diagnosis, IEEE, 2012 [http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6187366 link] * Structural Health Diagnosis Using Deep Belief Network Based State Classification, IEEE Aerospace Conference Proceedings ยท April 2012 [https://www.researchgate.net/publication/241629216_Structural_Health_Diagnosis_Using_Deep_Belief_Network_Based_State_Classification link] * Bearing Fault Diagnosis Based on Deep Belief Network and Multisensor Information Fusion, Shock and Vibration, 2016 [https://www.hindawi.com/journals/sv/2016/9306205/ link] * Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOL. 63, NO. 11, NOVEMBER 2016 [http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7501527] * Learning Deep Representation for Imbalanced Classification, 2016 IEEE Conference on Computer Vision and Pattern Recognition [http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7780949 link] ==== Misc. ==== [http://mvpa.blogspot.kr/2015/12/balanced-accuracy-what-and-why.html balanced accuracy]