PPT-Decomposition for Reasoning with Biological Network

Gauvain Bourgne Katsumi Inoue ISSSB11 Shonan Village November 13 th 17 th 2011 Motivation In bioinformatics need to reason on huge amount of data Huge networks eg metabolic . - Charles Sanders Peirce. Using Models of Reasoning. A Return to Logos. Reasoning from Specific Instances. Progressing from a number of particular facts to a general conclusion. .. This is also known as inductive reasoning.. Stable and Unstable Substances. Stable in Chemistry means . unreactive. in the conditions stated.. Unstable means reactive in the conditions stated.. . Thermal Decomposition. When 2 elements combine to form a compound, the product requires heat energy for the elements to be reformed.. Decomposition. Decomposition. . – The breakdown of organic matter into simpler inorganic molecules.. Release of energy. Rate of Decomposition. How fast organic matter decomposes varies dramatically.. Course: Introduction to Autonomous Mobile Robotics. Prof. . Jaebyung. Park. Intelligent Systems & Robotics Lab.. Division of Electronic Engineering . Chonbuk. National . Univerisity. Presented by:. Freshwater Biological Laboratory, The University of Copenhagen, Hillergd, Denmark ABSTRACT Oxygen uptake by microbial populations on mud, sand, and various types of detritus was measured in by mic A = . Q. R. Q is orthonormal. R is upper triangular. To find QR decomposition:. 1.) Q: Use Gram-Schmidt to find orthonormal basis for column space of A. 2.) Let R = Q. T. A. . Find the QR decomposition of. Parallel Processing (CS453) . . How . does one decompose a task into various subtasks? . . While there is no single recipe that works for all problems, we present a set of commonly used techniques that apply to broad classes of problems. These include: . Pamela Stewart. Central Magnet School. Mentor: Someone Fabulous. Decomposition timeline . Decomposition – the process of decay. Insect Activity begins typically around …... Scavenger activity begins typically around …... Choquet. and the Concave Integrals. Yaarit. . Even. Tel-Aviv University. December 2011. Non-additive integral. Decision making under uncertainty. Game theory . Multi-criteria decision aid (MCDA) . Insurance and financial assets pricing. Pamela Stewart. Central Magnet School. Mentor: Someone Fabulous. Decomposition timeline . Decomposition – the process of decay. Insect Activity begins typically around …... Scavenger activity begins typically around …... Power Systems Network graph is a directed graph represented by Incidence Matrix. We convert the Incidence Matrix into an undirected graph called Adjacent Matrix. Decomposing an undirected graph into Cliques. usually. . [1-3]. , . which cannot describe the scanned object exactly. In order to enlarge the visual field instead of considering the neighborhood of pixel only, we adopt deep learning technique to solve the multi-material decomposition . to . regulatory and interaction networks. October 23. rd. . – 25. th. , 2015. HSE – Nizhny Novgorod. Mario R. Guarracino. joint work with Marina . Piccirillo. , . Sonali. . Chavan. , . Parijat. . graph. . partitioning. . - . Dividing. . networks. . into. . clusters. - Graph . partitioning. - The . Kernighan. -Lin . algorithm. - . Spectral. . partitioning. 1. SS 2014 - . lecture. 3. Mathematics of Biological Networks.