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A Self-adaptive Spectral Clustering Based on Geodesic Distance and Shared Nearest Neighbors
Chunmiao Yuan,Kaixiang Fan,Xuemei Sun 보안공학연구지원센터 2016 International Journal of Hybrid Information Techno Vol.9 No.4
Spectral clustering is a method of subspace clustering which is suitable for the data of any shape and converges to global optimal solution. By combining concepts of shared nearest neighbors and geodesic distance with spectral clustering, a self-adaptive spectral clustering based on geodesic distance and shared nearest neighbors was proposed. Experiments show that the improved spectral clustering algorithm can fully take into account the information of neighbors, but also measure the exact distance and better process the geodetic data.
Effect of Ignition Position and Sample Thickness on Flame Spread in Flexible Polyurethane Foam
Qi Yuan,Chang Li,Paul Amyotte,Lingfeng Wang,Chunmiao Yuan,Gang Li,Weidong Yan 한국고분자학회 2022 폴리머 Vol.46 No.4
Fire behavior of flexible polyurethane foam (FPUF) at different sample thicknesses and ignition positioningwas investigated. Effects on flame height, mass loss rate and other parameters were tested, and the flame propagationmechanism was analyzed. A method for predicting equivalent combustion diameter (D) values of the dynamic changeof liquid pool at different positions is proposed. Combined with data of sample mass loss rate, flame height can be predicted. Based on a transition state model, a method for predicting the fire risk of FPUF in late stage combustion by calculating the generation time of polyols is proposed. With edge ignition, FPUF burning produces an inclined surfaceduring the combustion process which enhances the length of the preheating zone by means of heat conduction and heatradiation. Flame spread rate (FSV) in FPUF with edge ignition was greater than with center point ignition.