提出一种新的鲁棒核模糊C-均值聚类算法。将连通核与AFCM(Alternative fuzzy C-means)聚类算法相结合,给出基于连通核的核AFCM:CRKFCM(Connectivity kernel based robust fuzzy C-means)。CRKFCM一方面有效地利用了连通核,可以对任意形...提出一种新的鲁棒核模糊C-均值聚类算法。将连通核与AFCM(Alternative fuzzy C-means)聚类算法相结合,给出基于连通核的核AFCM:CRKFCM(Connectivity kernel based robust fuzzy C-means)。CRKFCM一方面有效地利用了连通核,可以对任意形状数据聚类,且避免了核参数的选取问题;另一方面在特征空间使用非欧氏距离,可以有效地处理含噪声数据的聚类问题。实验结果表明,与原有的AFCM和连通核硬C-均值(CKHCM,Connectivity kernel based hard C-means)聚类算法相比,新算法在处理噪声环境中的任意形状聚类问题方面更有效。展开更多
Within the dicynodont genus Turfanodon,there are two recognized species,T.bogdaensis and T.jiufengensis.Both species are known by relatively complete cranial materials,but the mandibles and most postcranial bones have...Within the dicynodont genus Turfanodon,there are two recognized species,T.bogdaensis and T.jiufengensis.Both species are known by relatively complete cranial materials,but the mandibles and most postcranial bones have been described only for T.jiufengensis.This paper reports new dicynodont specimens from Turpan,Xinjiang,referring them to T.bogdaensis.They can clearly be differentiated from T.jiufengensis by the flatter lateral surface of the snout region,a prominent swelling on the lateral dentary shelf,and the rounded femoral head.The diagnosis of Turfanodon is revised.The combination of a flat circumorbital rim,posterior portion of anterior pterygoid rami with converging ventral ridges,and a possible autapomorphy,a deep notch on scapula forming procoracoid foramen,are confirmed.It also differentiated from all dicynodonts other than Myosaurus,Kembawacela and Lystrosaurus by having accessory ridges lateral to the median palatal ridge.展开更多
文摘提出一种新的鲁棒核模糊C-均值聚类算法。将连通核与AFCM(Alternative fuzzy C-means)聚类算法相结合,给出基于连通核的核AFCM:CRKFCM(Connectivity kernel based robust fuzzy C-means)。CRKFCM一方面有效地利用了连通核,可以对任意形状数据聚类,且避免了核参数的选取问题;另一方面在特征空间使用非欧氏距离,可以有效地处理含噪声数据的聚类问题。实验结果表明,与原有的AFCM和连通核硬C-均值(CKHCM,Connectivity kernel based hard C-means)聚类算法相比,新算法在处理噪声环境中的任意形状聚类问题方面更有效。
文摘Within the dicynodont genus Turfanodon,there are two recognized species,T.bogdaensis and T.jiufengensis.Both species are known by relatively complete cranial materials,but the mandibles and most postcranial bones have been described only for T.jiufengensis.This paper reports new dicynodont specimens from Turpan,Xinjiang,referring them to T.bogdaensis.They can clearly be differentiated from T.jiufengensis by the flatter lateral surface of the snout region,a prominent swelling on the lateral dentary shelf,and the rounded femoral head.The diagnosis of Turfanodon is revised.The combination of a flat circumorbital rim,posterior portion of anterior pterygoid rami with converging ventral ridges,and a possible autapomorphy,a deep notch on scapula forming procoracoid foramen,are confirmed.It also differentiated from all dicynodonts other than Myosaurus,Kembawacela and Lystrosaurus by having accessory ridges lateral to the median palatal ridge.
