By Petra Perner
This e-book constitutes the refereed court cases of the sixteenth commercial convention on Advances in info Mining, ICDM 2016, held in manhattan, manhattan, united states, in July 2016.
The 33 revised complete papers offered have been rigorously reviewed and chosen from a hundred submissions. the subjects diversity from theoretical points of knowledge mining to purposes of knowledge mining, similar to in multimedia info, in advertising and marketing, in medication, and in technique keep an eye on, undefined, and society.
Read or Download Advances in Data Mining. Applications and Theoretical Aspects: 16th Industrial Conference, ICDM 2016, New York, NY, USA, July 13-17, 2016. Proceedings PDF
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Extra info for Advances in Data Mining. Applications and Theoretical Aspects: 16th Industrial Conference, ICDM 2016, New York, NY, USA, July 13-17, 2016. Proceedings
A multi-body kinematic modelling approach is utilized to reconstruct the curvatures and study the relationships. The spine is considered as a chain of micro-scale motion-segments (MMSs). Linear regression method is adopted to identify relationships between angles of MMSs in erect and lateral bending positions. 09) were identiﬁed between angles of MMSs placed between each two successive vertebrae. 0002 respectively. This paper provides an important insight: scoliotic spine curvatures in lateral bending positions and the key parameters for surgery planning can be predicted using spine curvature in erect position.
In , the authors identiﬁed 77 factors which influence faculty performance. The empirical data include information about 50 Information Technology lecturers of a university. These lecturers were clustered according to performance, A Data Mining-Based Approach for Exploiting the Characteristics 47 using k-means algorithm. The result shows that there are two clusters: cluster 1 consists of the lecturers assessed distinctively while cluster 2 consists of the lecturers who are similar to the others.
TÀ1 ZtT2 ZT2 Á Á Á Z2T2 tÀ1 tÀ2 tZL4 ðt À 1ÞZL4 Á Á Á 2Z1L4 tÀ1 tÀ2 tZL3 ðt À 1ÞZL3 Á Á Á 2Z1L3 .. .. . . tÀ1 tZT2 tÀ2 ðt À 1ÞZT2 ÁÁÁ 3 7 7 7 7 7 7 7 7 7 7 7 7 7 5 ð4Þ 2Z1T2 Multi-body modelling approach considers the spine as a chain of motion segments comprising joints and links [18, 19]. By employing this approach, we consider the spine curvature as a chain of MMSs laying on the curvature (Fig. 3). An MMS consists of a rigid link and a 1-DOF rotary joint. The links of MMSs are equal in length.