PPT-MELL: Effective Embedding Method for Multiplex Networks

MELL Effective Embedding Method for Multiplex Networks International workshop on Mining Attributed Networks Lyon 23 April 2018 Ryuta Matsuno 12 Tsuyoshi Murata 1 1 Tokyo Institute of Technology Tokyo Japan. Our algorithm tunes the quality of its solution based on available search time at every step reusing previous search efforts When updated in formation regarding the underlying graph is received the algorithm incrementally repairs its previous solu t Source:. . IEEE Transactions on Information Forensics . . . and Security, Vol. 2, No. 1, pp. 24-30, March . . 2007. Authors: Tsung-Yung Liu and Wen-Hsiang Tsai. Reporter: Hong-Hang Chang. Alexandr. . Andoni. (MSR). Definition by example. Problem. : Compute the diameter of a set . S. , of size . n. , living in . d. -dimensional . ℓ. 1. d. Trivial solution: . O(d * n. 2. ) . time. Will see solution in . Xiaokang. Yu. 1. , . Xiaotian. Yin. 2. , Wei Han. 2. , . Jie Gao. 3. , Xianfeng David Gu. 3. 1. Shandong University, PRC. 2. Harvard University. 3. Stony Brook University. 1. Routing in a high genus 3D network. K. GOOSEN; F. VAN DER MEER; I. RAUTENBACH; A. BOTHA; D GOOSEN*. *Corresponding Author. http://www.stackyard.com/news/images/fao/bluetongue.jpg. 1. FLOW DIAGRAM. 2. PRIMER DESIGN. https://upload.wikimedia.org/wikipedia/commons/thumb/9/91/Primers_RevComp.svg/2000px-Primers_RevComp.svg.png. Implications for Neurodevelopment. . Clyde Hertzman, MD. Human Early Learning Partnership. University of British Columbia, Vancouver. Gradient in all Cause Mortality: . . UK Whitehall Study. CHD Mortality - UK Whitehall Study. Ivan Mitrofanov . Moscow State University. January 17, 2013, CIRM. Preliminaries on multidimensional words. Let A be a finite alphabet.. An . array. . in . . (or a . d-dimensional infinite word. ) is . The dimension of an infinitely “crinkly” line > 1.. It’s “embedding space” is 2 dimensions.. The same can be done with a 2D sheet: infinitely crinkled it has dimension > . 2. .. It’s “embedding space” is 3 dimensions.. Model representation and analysis. Presented by:. Ayushi Jain Rahul . Bobhate. Natasha Mandal . Ankur. . Sachdeva. Dung T. Nguyen, . Huiyuan. Zhang, . Soham. Das, My T. Thai, Thang N. . Dinh. What are the attractions of the Multiplex Cinema?. What are the attractions of the Art House Cinema?. What demographic is each aiming for? How can you tell?. To what extent are the two types of cinema in competition with each other?. Blake Shaw, Tony . Jebara. ICML 2009 (Best Student Paper nominee). Presented by Feng Chen. Outline. Motivation. Solution. Experiments. Conclusion. Motivation. Graphs exist everywhere: web link networks, social networks, molecules networks, . English II. What is embedding? . Embedding involves selecting only the most important words in your text evidence. In other words, you will never use an entire sentence from the text verbatim (that means word-for- word). . CONGENITA - An Anaesthetic Challenge. Presenter: Dr. Mridul Dua (Fellow in Paediatric Anaesthesiology); Co-authors: Dr. Sandhya . Ghodke. , Dr. . Vineela. Reddy . Nandyala. Department of Anaesthesiology, Rainbow Children’s Hospital, . When modeling a problem using a finite element program, it is very important to check whether the solution has converged. . The . word convergence is used because the output from the finite element program is converging on a single correct solution. In order to check the convergence, more than one solution to the same problem are required. If the solution is dramatically different from the original solution, then solution of the problem is not converged. However, if the solution does not change much (less than a few percent difference) then solution of the problem is considered converged..