Slide 1Indexing Time Series Based on original slides by Prof. Dimitrios Gunopulos and Prof. Christos Faloutsos with some slides from tutorials by Prof. Eamonn Keogh and Dr.…

Slide 1 Procedure By Siang Za Slide 2 Practice Please read the following letters out loud. D N G R Slide 3 Practice Please count backwards by one. Start from the number given…

Slide 1 Sequence Similarity Slide 2 The Viterbi algorithm for alignment Compute the following matrices (DP)  M(i, j):most likely alignment of x 1 …x i with y 1 …y…

Slide 1 Sequence Alignment Cont’d Slide 2 Sequence Alignment -AGGCTATCACCTGACCTCCAGGCCGA--TGCCC--- TAG-CTATCAC--GACCGC--GGTCGATTTGCCCGAC Definition Given two strings x…

Slide 1 Sequence Alignment Slide 2 Before we start, administrivia Instructor: Serafim Batzoglou, CS [email protected], x3-3334 Office hours: Monday 2:00-3:30 TA: Omkar…

Slide 1 PHY 1151 Principles of Physics I1 Chapter 3 Vectors in Physics (Continued) Slide 2 PHY 1151 Principles of Physics I2 Outline Components of a vector How to find the…

Slide 1 Longest common subsequence INPUT: two strings OUTPUT: longest common subsequence ACTGAACTCTGTGCACT TGACTCAGCACAAAAAC Slide 2 Longest common subsequence INPUT: two…

Slide 1 Multi Layer Perceptron Slide 2 Threshold Logic Unit (TLU)  x1x1 x2x2 xnxn...... w1w1 w2w2 wnwn a=  i=1 n w i x i 1 if a   y = 0 if a <  y { inputs…

Slide 1 CHAPTER 4 Coordinate Geometry and Traverse Surveying Slide 2 Horizontal and vertical angles Vertical angles: A vertical angles is measured in a vertical plane in…