Resolving ambiguity in DNA sequences. Judith Keijsper Steven Kelk Leen Stougie Leo van Iersel. DNA. SNP’s: sites where variation is observed. SNP’s: sites that are interesting. SNP’s: binary strings. Two binary strings: haplotypes. +. One ternary string: genotype.

ByThe “Russian Farmer” Problem Continued. (F,W,G,C) (l, l, l, l). (r, l, r, l). (l, l, r, l). (r, r, r, l) (r, l, r, r). (l, r, l, l) (l, l, l, r). (r, r, l, r) (r, r, l, r). (l, r, l, r) (l, r, l, r). (r, r, r, r).

ByThe “Russian Farmer” Problem Continued. (F,W,G,C) (l, l, l, l). (r, l, r, l). (l, l, r, l). (r, r, r, l) (r, l, r, r). (l, r, l, l) (l, l, l, r). (r, r, l, r) (r, r, l, r). (l, r, l, r) (l, r, l, r). (r, r, r, r).

ByAdaptive Noise Cancellation: A Panacea. Evans, R. Adhikari. The Concept. 5000 Channels 1 GW Channel Signal = DARM - noise. Wiener Filter. Norbert Wiener, MIT. Block Toeplitz. Cross Correlation Matrix. Input Signal (PEM) Covariance Matrix. Wiener Filter Sim. H1. L1.

ByMultiple Shooting:. No One Injured !. Newton’s Method in Review (1-D). Approximates x n given f and initial guess x 0. Newton’s Method Expanded (n-D). To Solve the System F(x)=0, F:R n R n We use X k+1 =x k -(F’(x k )) -1 F(x k ) Where F’(x k ) := J(x k )

ByFinding Similar Pairs. Divide-Compute-Merge Locality-Sensitive Hashing Applications. Finding Similar Pairs. Suppose we have in main memory data representing a large number of objects. May be the objects themselves (e.g., summaries of faces). May be signatures as in minhashing.

ByPIPELINE COMPUTATION. Lesson 2. p 2. p 1. 2. 2. 1. 1. h 2. h 1. v. o. i. L , D. 0. 0. Scheme of pipeline for illustrative problem 2.1. Illustrative problem.

ByEvolving Local Search Heuristics for SAT Using Genetic Programming. Alex Fukunaga Computer Science Department University of California, Los Angeles. Outline. Satisfiability testing Local search for SAT CLASS: A GP system for discovering SAT local search heuristics

ByPortier and Richet first coined the term anaphylaxis. In 1902 when a second vaccinating dose of sea anemone toxin caused a dog's death. The response was the opposite of prophylaxis and thus was referred to as anaphylaxis, meaning without protection. . Phylaxis = protection.

ByCS 4700: Foundations of Artificial Intelligence. Carla P. Gomes gomes@cs.cornell.edu Module: Neural Networks Multi-Layer-Perceptron (Reading: Chapter 20.5). Perceptron: Linear Separable Functions. x 2. Not linearly separable. +. -. XOR. x 1. -. +. Minsky & Papert (1969)

ByEnergy Conservation. And Non-Conservative Forces. Conservation of Mechanical Energy. Definition of mechanical energy:. (8-6). Using this definition and considering only conservative forces, we find. Or equivalently. Conservation of Mechanical Energy.

ByUncertainty Principles, Extractors, and Explicit Embeddings of L 2 into L 1. Piotr Indyk MIT. Uncertainty principles (UP). Consider a vector x R n and a Fourier matrix F UP: either x or Fx must have “many” non-zero entries (for x ≠0 ) History: Physics: Heisenberg principle

ByCascading Style Sheets (CSS) – Part I. Svetlin Nakov. Telerik Corporation. www.telerik.com. Table of Contents (Part I). What is CSS? Styling with Cascading Stylesheets (CSS) Selectors and style definitions Linking HTML and CSS Fonts, Backgrounds, Borders. CSS : A New Philosophy.

ByQuantum Computing Part 1: Quantum Mechanics Overview. Technological limits. Gordon Moore’s law :

ByChapter 8 Hashing . Part II. Introduction. Consider we may perform insertion, searching and deletion on a dictionary (symbol table). Is it possible to perform these operations in O(1) ? . Introduction.

ByDetermine Angular Misclosure Balance Angular Misclosure Determine Directions of Sides Latitudes and Departures Determine Linear Misclosure Adjust Linear Misclosure Determine Area Enclosed. Traverse Calculations. Angular Misclosure. Total = (n-2)(180) n = 5, Total = 540 °.

ByPhysics. Session. Fluid Mechanics - 1 . Session Objectives. Session Objective. Pressure depth relationship Pressure depth graph plot Pascal's Law Archimedes's Principle Floating Objects Submerged Objects Pressure difference and buoyant force in accelerating fluids.

ByExpanders, Universal Graphs and Disjoint Paths. Noga Alon Joint work with Michael Capalbo. TexPoint fonts used in EMF. Read the TexPoint manual before you delete this box.: A A A A A A A A. Eigenvalues and Expanders. Expanders are constant-degree graphs in which

ByNotes on the analysis of multiplication algorithms.. Dr. M. Sakalli, Marmara University. Integer Multiplication MIT notes and wikipedia. Example.. Classic High school math.. Let g = A|B and h = C|D where A,B,C and D are n/2 bit integers

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