By Petra Perner
This ebook constitutes the refereed court cases of the sixteenth commercial convention on Advances in facts Mining, ICDM 2016, held in ny, big apple, united states, in July 2016.
The 33 revised complete papers provided have been conscientiously reviewed and chosen from a hundred submissions. the themes diversity from theoretical facets of information mining to functions of knowledge mining, equivalent to in multimedia info, in advertising and marketing, in medication, and in approach keep watch over, undefined, and society.
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Extra resources for Advances in Data Mining. Applications and Theoretical Aspects: 16th Industrial Conference, ICDM 2016, New York, NY, USA, July 13-17, 2016. Proceedings
18(6), 1027–1047 (2014) 18. : A foundational approach to mining itemset utilities from databases. In: SIAM International Conference on Data Mining, pp. 211–225 (2004) 19. : Mining itemset utilities from transaction databases. Data Knowl. Eng. H. sg Abstract. We aim to determine relationships between scoliotic spine curvatures in movement sequence from left bending to erect to right bending positions in the frontal plane. A multi-body kinematic modelling approach is utilized to reconstruct the curvatures and study the relationships.
According to  and , these high R2 show that there exists an excellent linear relationship between herect and hleft/right of MMSs between each two successive vertebrae. As an example, Fig. 4b shows the linear relationship identiﬁed between herect and hleft of MMSs placed between the mid-points of L3 and L4 for one of the patient. 36 A. Jalalian et al. Fig. 4. (a) Mean ± SD of R2 of the relationships between herect and hleft/right of MMSs placed between each two successive vertebrae, (b) an example of the linear relationship identiﬁed for L3-L4 of one of the patients in the movement from the erect to right bending position.
In , the empirical data were collected from the graduates of a faculty at an engineering university in 3 years. Classiﬁcation methods consisting of four algorithms: Naive Bayes, ID3, CART, LAD tree were used to build faculty performance classiﬁcation model based on evaluation factors. These factors include: teacher name, speed of delivery, content arrangement, presentation, communication, knowledge, content delivery, explanation power, doubts clearing, discussion of problems, overall completion of course and regularity, students attendance, and result.
Advances in Data Mining. Applications and Theoretical Aspects: 16th Industrial Conference, ICDM 2016, New York, NY, USA, July 13-17, 2016. Proceedings by Petra Perner