CENG 734 - Advanced Topics in Bioinformatics (Fall 2011-2012)

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Tentative Schedule

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  Date Lecture Topics Reading
Week
#1
Sep 28, Wed

Course overview
Introductory biology,
key characteristics of biological data

Lecture slides
Class Web Page


Bioinformatics - An Introduction for Computer Scientists

Week
#2
Oct 5, Wed

Next generation sequencing: Transcriptome assembly

Lecture slides  

RNA-Seq Intro

IsoLasso paper

 

Week
#3
Oct 12, Wed

Pathway Reconstruction Problem

Lecture slides  

SPINE paper
 

Week
#4
Oct 19, Wed

Querying Biological Networks

 

Network Querying by Conditional Random Fieldspaper
 

Week
#5
Oct 26, Wed

Text mining for PPI extraction

 

Text mining for PPI extraction
 

Week
#6
Nov 2, Wed

Multiple protein structural alignment

Lecture Slides
 

SMOLIGN paper
 

Week
#7
Nov 9, Wed



Kurban Bayrami. NO CLASS

 

 

Week
#8
Nov 16, Wed

Co-expression networks

Co-expression networks paper
 

Week
#9
Nov 23, Wed

Microarray data classification

Microarray classification paper  

Week
#10
Nov 30, Wed

Project proposals are due on November 30

Genome-Wide Association Studies

Decision trees
AdaBoost
Genome-Wide Association paper
 

Week
#11
Dec 7, Wed

Metabolic Pathway Analysis

 

Metabolic Pathway Analysis Paper
 

Week
#12
Dec 14, Wed

Bioimage Informatics

 

Image Analysis Paper  

Week
#13
Dec 21, Wed

Student paper presentations

 

 

Week
#14
Dec 28, Wed

Student paper presentations

 

 

Week
#15
Jan 4, Wed

Project presentations

Final exam of 20061

Final exam of 20081