With respect to aligning attributes Addressing problems: • Cannot distinguish based on label name comparison • Cannot distinguish based on comparing data values
KDE assumes numeric data Non-numeric to numeric conversion Cannot affect distribution Basic steps: – Tokenize text – Hash into 128 bit hash value – Create a 128 bit vector – Increment /decrement array according to i-th bit of hash existence/non-existence
• Compare distributions • Given a set of attributes – For each attribute in the primary set • Compare each attribute in the secondary set • Build a universal set • Perform Cross entropy
Adapted the Ontology Alignment Evaluation Initiative (OAEI) 2011 Compare reference ontology with variations Three groups of tests (we use group 1 and 2) OAEI includes attribute and instance alignment Our test only attribute alignment
Uses random sampling without replacement Similarity threshold range, best score winner Runs each evaluation Calculates an overall F-Measure, Precision, Recall measure for all
We used the OAEI data set to test our approach (parts I and II). We did not use the standard approach that participants used in the competition since we are currently only performing attribute alignment and not instance alignment.
Mar 29, 2012 - Miami police officer. 2.1100222113211024E31. Miami beaches. 1.111012000110002E31 ... based on centroids. ⢠Support for class alignment.
SAIC. All rights reserved. Approach â Kernel Density Estimation. ⢠Non-parametric. ⢠Probability distribution. ⢠Estimates density. ⢠Used to perform image analysis. ⢠Not typically used for ontology alignment http://upload.wikimedia.org/
The World Wide Knowledge Base Project (Available at http://cs.cmu.edu/â¼WebKB). 1998. [12] Sergey Brin and Lawrence Page. The anatomy of a large-scale ...
Apr 13, 2012 - I use the standard affine-gap scoring scheme, with one additional parameter: a .... Ai,j: the alignment score for query base j in alignment i.
A fast, cheap and simple analytical method. .... limited data from Jordan ... data. ⢠Some of those: Mishor Yamin,. Revivim â Mashabim, Sde-. Boker, Shivta ...
When making decision on use of cloud computing, consumers must have a clear ... identifier (GID) to bind a user's access ability at all authorities by using an ...
Syntax macros extend the concrete syntax of a language by adding production rules for new concrete ..... Assuming that there are no inherited attributes, a type signature of the semantics for a ...... Electronic Notes in theoretical Computer Sci-.
the case with a collection of web pages or scientific papers), building a joint model of document ... Negative Matrix Factorization [3] adds constraints that all compo- .... 6000 web pages from computer science depart- .... 4This approach can, of cou
Jul 23, 2012 - Strategy and Business Economics Division, Sauder School of ... can be applied in any industry with horizontally differentiated upstream sellers.5 The goal .... its features at no cost (e.g., shareware vs. full-version software).
Jun 13, 1983 - tionally employs rather sophisticated equipment and specialized devices in order to align vehicle wheels. It has been recognized, as shown in the Modern Tire. Dealer, Volume 63, Number 7, June of 1982 at page 31, that alignment of the
Given a bitmap transformed table, for a pair of SAs Ai and Aj, their MI is. I(Ai,Aj) = â vâAi ..... ICS, 2007. http://www.ics.uci.edu/Ëmlearn/MLRepository.html. 2.
April 2010, Prahran, Melbourne. ⢠Direct impacts ... Victoria. Currently infrastructure and facilities are designed based on past climate, not future climate. ... Sensitivity of Materials to Climate Change Impacts. Material. CO. 2. Cyclones. & Stor
Climate change impacts â impact upon cycling conditions and infrastructure. Infrastructure and climate change risks for Vic. Primary impacts â impact upon ...
cellular networks, multi-user MIMO. I. INTRODUCTION. ONE of the key performance metrics in the design of cellular systems is that of cell-edge spectral ...
Paper approved by N. Jindal, the Editor for MIMO Techniques of the. IEEE Communications ... Interference-free degrees-of-freedom ...... a distance . Based on ...
Helen Millicer, Member, Glen Eira BUG and Bicycle. Victoria Board. Thanks for permission to use slides from presentations given to PACIA members in Vic and ...
IJRIT International Journal of Research in Information Technology, Volume 2, Issue 3, .... j â Ai, Ai chooses ri â Zp and a random ki â 1 degree polynomial. 4.
... is presented to redefine attributes that are specified in the attribute grammar of an abstract data structure at run-time. .... 3.6.8 Nested Attribute Redefinitions .
examples from which it is capable to recover a global alignment through a prob- ... only pre-aligned data for the purpose of multiview learning. Rather, we exploit ...
Please arrive at the assigned meeting room 10 minutes before the session ... All meeting rooms are equipped with digital projectors and laptop computers.
identity of the provider.4 More generally, opaque intermediation is a selling strategy that can be applied in any industry with horizontally differentiated upstream sellers.5 The goal of this paper is to provide a general and simple model of opaque i
huge number of candidate attribute-value pairs, but only a .... feature vector x is then mapped to either +1 or â1: +1 ..... Phone support availability: 631.495.xxxx.