Incremental Local Outlier Detection for Data Streams

(CIDM), April 2007 (a) (b) ff ff ff ff n 1 2 3 4 5 6 7 11 8 9 10 ff ff ff ff n 1 2 3 4 5 6 7 1 8 9 10 1 (c) (d) ff ff ff ff n 1 2 3 4 5 6 7 1 8 9 10 1 ff ff ff ff n 1 2 3 4 5 6 7 11 8 9 10 Fig. 3. The illustration [...] d(pj) X2 2+ X3 2+… XD 2 =a2 X1 2, a > 0 (6) where a is a pre-specified parameter. Half-axis angle of C satisfies the following condition: pj 3-distancenew(pj ) 2 1 2 1 1 1 2 cos aX X D i i ¦ D . (7) Proof [...] directly from definitions 1 and 2 and the fact that the length of x’ is X1 when l is parallel to x1. Definition 3. All points which coordinates satisfy relation X2 2+ X3 2+… XD 2 <a2X1 2 are inside the cone …

Dokumentenvorlage fuer ICHSF04

Fig. 1a, b. Unfortunately, beryllium bronze coils noticeably degraded after a few pulses of a 40 T field. Based on some calculations and experience of use, structural steel 30KhGS (0,3% С, 1% Si, 1% Mn) [...] tube. Mode U0, kV Im, kA Bm, T T/2, µs Bm/Im, T/MA 1 3.00 224 10.7 15.0 48 2 3.00 224 9.1 14.7 41 3 3.00 228 13.4 14.8 59 4 3.00 228 11.9 15.0 52 Table 1: Parameters and test results of the 3-bore inductor [...] 830/1/012080 Wang, H., & Wang, Y. (2019). High-Velocity Impact Welding Process: A Review. Metals, 9(2), 144. https://doi.org/10.3390/met9020144 Abstract Keywords 1 Introduction 2 Experimental 2.1 Coils …

KOMDAT5.vp

Alter 0 < 1 1 < 2 2 < 3 3 < 4 4 < 5 5 < 6 6 < 7 Westdeutschland Kita 0,8 4,3 16,7 72,6 90,5 90,2 88,3 ÖTP1 0,6 2,2 2,2 1,5 0,6 0,6 0,3 Ostdeutschland Kita 4,7 31,2 77,4 93,9 96,4 94,8 100 ÖTP1 0,0 6,5 3 [...] Deutschland Flächenländer West Flächenländer Ost Stadtstaaten -6,2 0,1 -21,7 -14,2 -20,1 -12,2 -25,5 -35,0 Heim Betreute Wohnformen Abb. 1: Entwicklung der begonnenen Hilfen gem. § 34 im Heim und in betreuten [...] 3,6 1,2 0,0 0,0 0,0 Tab. 1: Inanspruchnahme öffentlicher Kinderbetreu- ung nach dem Alter der Kinder (in Jahren) in West- und Ostdeutschland (in % der Kinder insgesamt) 1 ÖTP = Öffentlich organisierte …

A Data Stream Outlier Delection Algorithm Based on Reverse K Nearest Neighbors

Delection Algorithm Based On Reverse K Nearest Neighbors Cao Lijun 1 , Liu Xiyin 2 , Zhou Tiejun 1 , Zhang Zhongping 3, Liu Aiyong 1 1Hebei Normal University of Science & Technology , Qinhuangdao,Hebei [...] needs only one scan. II. PROBLEM DEFINITIONS Definition 1: (Data Stream) A data stream DS is a possible infinite series of objects {…at-N+1,at-N+2,… ,at-1,at,…} where at denotes the object observed at time [...] high-dimensional data stream environment. REFERENCES [1] [1] Han J, Kamber M, Data Mining: concepts and techniques, 2nd edn. Morgan Kaufmann,2006:1-29 [2] [2] Song Xiuyao, Wu Mingxi, Jermaine C. Statistical …

Lehrstuhl für Biologisch-Chemische Mikrostrukturtechnik

associated with stress response, DNA-repair and metabolism (gene group 1: Abcb1, Ugt1a6, Gsta5, Gsta2, Hsf1, Nqo1, Apex1, Bax, Cdkn1a, Gadd45a, Mt1a, Sds, Mdm2, Myc) and one gene group which is active during cell [...] markergenes (Abat, Gsk3b, Myd116 and Sult1a1) was measured. These genes were already known as characteristically up- (Gsk3b, Myd116) and downregulated (Abat, Sult1a1) under the influence of methapyrilene [...] confirmed by measuring additional genes (Bax, Cdkn1, Gsta2, Hsf1, Mdm2 und Nqo1). A concentration dependent effect could also be shown for aflatoxin B1, piperonylbutoxide and 2-nitrofluorene as additional …

Network Delay Estimation in Reverse Genlock Synchronized Display Walls

case, and 2.1% in the asymmetric case. Delay est. accuracy N1 N2 N3 N4 N5 N6 N7 N8 N9 Sym. (1) 1.10 1.048 1.056 1.046 1.027 1.054 1.057 1.065 1.078 Asym. (2) 0.995 1.022 0.967 1.021 0.999 1.046 1.027 0.981 [...] both switched and shared medium networks, forwarding delay may be estimated with microsecond accuracy. 1. Introduction The demand for high resolution visual display has in- creased rapidly with developments [...] with increasing number of displays of a so-called tiled display walls, scalability becomes an issue. 1 http://www.eutelsat.com/products/broadcast-ultra-hd.html Commodity personal computer graphics devices …

15.62 6.77 welt 1.00 FAZ_NET 5194 1.59 0.79 faz 1.00 Deutschland_BRD 5077 0.07 0.03 spiegel 0.34 AlfredHampp 4490 0.25 0.74 berliner-sonntagsblatt 1.00 FOCUS_TopNews 4474 1.15 4.17 focus 1.00 gnutiez 4141 [...] 21 11.06 tagesspiegel 1.00 Kleeblatt1977 3838 0.01 0.00 nordbayern 0.21 focusgesundheit 3635 0.18 0.12 focus 1.00 BILD 3630 10.42 4.27 bild 0.92 focuspolitik 3522 0.19 0.13 focus 1.00 StN_News 3480 0.44 [...] token, retryonratelimit = TRUE)) ##repeat at a maximum of 3 times if download failed## trys = 1 while(class(rt)[1] == "try-error" && trys < 3 && Sys.time() + 10*60 < nextscrape){ time = Sys.time() rt = tr …

Dynamic Data Driven Dimensioning of Balancing Power with k-Nearest Neighbors

the levels (-1/+1) were set according to the 25% (-1) and 75% (+1) percentiles from table I. To populate the samples both boundaries were enlarged by 10% - the upper boundary is set at 1.1 times the 25% [...] sign turns from negative to positive. Negative sign S04.3 TABLE II: levels (-1/+1) set for the NRV feature level (-1) level (+1) 2011 2012 2011 2012 wind [MW] 1894 2187 6718 6392 PV [MW] 0 0 3147 4586 net [...] √√√√ d∑ i=1 wi(xi − yi)2 (3) For evaluation of the chosen model function the empirical risk of the prediction is calculated which is the expected value of the Loss function. Eemp(f) = 1 N N∑ i=1 L(yi, f(xi)) …