News Archive - Page 15 of 21 - AStA

questions, there is also the initial consultation for the BAföG application from the Studierendenwerk (Wed 9-11 a.m. via Zoom) and our AStA BAföG advice (bafoeg@asta.tu-dortmund.de). News « 1 … 13 14 15 16 17 …

AMSEL

box domain A detecting and alerting box emergency response team alert repository situation picture 9/24Project AMSEL© Michael Meier Challenges and Technologies efficient and effective classification and …

In this work, the word-word relatedness is defined by the cosine function: relij = qTi qj ‖qi‖‖qj‖ (9) 4. DATA CREATION AND PROCESSING In this section we discuss the data sources used in this work, in- [...] distribution version 1.0, which contains 110,165 documents. • Subtitles: We extracted English subtitles for 9,950 random movies and television series from the OpenSubtitle API4. 4.2 Processing Each corpus was [...] with human judgments, obtained on a set of n word pairs. Let zi be their Fisher transformed values [9]: zi = √ n− 3 1.06 1 2 ln 1 + ri 1− ri (10) 1410 The zi scores approximately follow a standard normal …

LNAI 5212 - Hierarchical, Parameter-Free Community Discovery

levels: 1) global, i.e., patterns present in the entire graph such as power law distribution on graphs [9], graph partitioning [4, 8, 16], community evolution [25, 27]; or, 2) local, i.e, patterns related to [...] Second level Fig. 2. Adjacency matrix view (cf. Figure 1) edge code 1 I1 I2 J2J1 G3 G4 G2 G5 G7 G8 G6 G9 G16 G14 G15 G13 G11 G12 G10 { , }I1 I2 { , }J1 J2 Level 2 G A2,1!( ) G Level 0 Level 1 Fig. 3. Cluster [...] our hierarchical decomposition. Given that constraint, we can give the next definition. Definition 9 (Minimal hierarchical context). The minimal hierarchical context among a set of contexts is the context …

report16.dvi

of CDs and FDs is given by two inference rules : X!Y jX jjY j X!Y;jY jjX j Y!X 3.3 Initialization 9 Theorem 3 (Soundness of ` fc ) The inference rules of denition 7 are sound. Proof: (soundness) trivial [...] ;C l 1 ; : : : ; C l ! B 1 ; : : : ; B m end end Table 3: Algorithm for Inserting New Tuples Lemma 9 Each generated FD is valid. Proof: We call the new tuple t 1 . We know that A 1 ; : : : ; A n ; B 1 [...] there exists a database which satises the set. Satisability is dened as in the second section. Denition 9 (Unary Inclusion Dependencies (UIND)) Let A be an attribute of the relation scheme R, and B of S, and …

Theorem) is still convex in the corresponding reproducing kernel Hilbert space as we will discuss shortly. 9 Zafar, Valera, Gomez-Rodriguez, Gummadi More specifically, to train a classifier free of disparate impact [...] 0 N− ∑ (x,y)∈D− 1 gθ(y,x) ≤ c −N− 1 N− ∑ (x,y)∈D− 0 gθ(y,x) + N− 0 N− ∑ (x,y)∈D− 1 gθ(y,x) ≥ −c, (4.9) where D−i is the subset of the training data with z = i and y = −1, and N−i = |D−i |. Note that unlike [...] SVM classifier on the given dataset and then finding a pair of positive class acceptance thresholds 9 such that the decisions based on those thresh- olds lead to maximum accuracy while having no disparate …