CENTER FOR ALGORITHMIC SYSTEMS
MSc Programme ``Computing Science"
2011-2012
Seminar: Algorithmic Computational Biology (MACB)
Term paper
- Choose a topic/article(s) within the next two weeks. (See also below.)
- Propose it and get approval, before May 21st.
- Start reading/analysing your topic/article(s) immediately so you have time to get
into it and look for any context material you may need.
- The term paper should use common `writing and formatting standards'.
- The term paper should have at least 5, at most 10 pages. (The lowerbound
is strict.)
- Plagiarism is strictly forbidden.
- Language: English.
- Format: A4/A4wide, 11pt.
- PDF.
- The due date for the term paper is: Friday, June 29 (17.00 hours), 2012. Try to
summit your term paper early, i.e. well before this date.
- Submission: PDF to macb.seminar--at--gmail.com. (Submission on paper in
my BBL-mailbox is fine too e.g. if you have special illustrations.)
Specification
- Term papers are individual.
- The term paper should give an adequate context assessment/summary/explanation/analysis
of the subject area and contributions of the article(s).
- The paper should do so in your own words. Results from other sources
should be properly cited etc.
- Every topic has its own characteristics but here are some aspects that should
normally be addressed:
- The specific subject area studied in the article(s).
- The research questions addressed in the article(s) (their meaning and why they
matter).
- The concepts, model(s) and approach(es) chosen to attack the questions and why
these are suitable.
- The main results that are obtained, their meaning and why they are
important.
- An indication of the techniques in the paper that are especially
interesting or noteworthy.
- An appraisal of the (expected) impact of the results in the area, as seen
e.g. from follow-up studies on the same topic.
- Your own assessement and opinion of the achievements of the article(s). (Does
it/do they achieve your expectations, doies it/do they solve the problems
satisfactorily, how would you have approached the problem differently, what
open problems are left, how would you expect these could be approached, etc).
Some Suggested Topics/Papers
General:
- Choose a key paper referenced in a chapter in the book (for example, a
paper digressing on the topic of one of your presentations), or
- choose another topic of interest, select a key paper (and its context) about it,
and propose it.
Orient yourself and find a topic. If you don't find one easily, the suggestions below
may help. (It is allowed to choose a topic someone else already opted for. However,
the term paper should always be your individual effort and cannot be joint with or
similar to someone else's.)
FOR THE SELECTED TOPICS, SEE THE weekly
schedule.
Suggestions for Topics and Papers (under construction)
A (suitable) topic from a part of the book that we didn't cover in class
- Topic from chapter 13 (`Molecular structures').
A (suitable) paper from a key conference such as:
- RECOMB - Research in Computational Molecular Biology (see e.g.
here).
- WABI - Workshop on Algorithms in Bioinformatics (see e.g. here).
A (suitable) paper from a key journal such as:
- Bioinformatics (see e.g. here).
- IEEE/ACM Transactions on Computational Biology and Bioinformatics (see e.g. here).
- Journal of Computational Biology (see e.g.
here).
Alignment
Assembly
Complexity
- R. Sharan, B.V. Halldorsson, S. Istrail: "Islands of tractability for parsimony
haplotyping", IEEE/ACM Trans. Computational Biology and Bioinformatics 3 (2006) 303-311.
- R.M. Karp: "Heuristic algorithms in computational molecular biology", J. Comput.
Syst. Science 77 (2011) 122-128.
Computing
- D.A. Bader: "Computational biology and high-performance computing", Comm. ACM 47
(2004) 35-40.
- M. Kalaev, M. Smoot, T. Ideker, R. Sharan: "NetworkBLAST: comparative analysis of
protein networks", Bioinformatics (Applications Note), 24:4 (2008) 594–596.
- J. Ma, L. Zhang: "Modern BLAST Programs", in: L.S. Heath and N. Ramakrishnan (eds.),
Problem Solving Handbook in Computational Biology and Bioinformatics, Springer, 2011.
- S.J. Schultheiss, M-C. Munch, G.D. Andreeva, G. Ratsch: "Persistence and
availability of web services in computational biology", PLoS ONE 6 (2011) 1-12.
HMM
- R.K. Bradley, A. Roberts, M. Smoot, S. Juvekar, J. Do, C. Dewey, I. Holmes, L.
Pachter: "Fast statistical alignment", PLoS Computational Biology 5:5 (2009) 1-15.
- R.C. Edgar RC, K. Sjolander: "SATCHMO: sequence alignment and tree construction
using hidden Markov models", Bioinformatics 19 (2003) 1404-1411.
- L. Smith, L. Yeganova, W.J. Wilbur: "Hidden Markov models and optimized sequence
alignments", Computational Biology and Chemistry 27 (2003) 77-84.
Matching
- C. Linhart, R. Shamir: "Matching with don't-cares and a small number of mismatches",
Inf. Process. Lett. 109 (2009) 273-277.
- J. Ng, A. Amir and P.A. Pevzner: "Blocked pattern matching problem and its
applications in proteomics", in: RECOMB 2011, LNCS Vol 6577, pp. 298-319, 2011.
Protein networks
- N. Atias, R. Sharan: "Comparative analysis of protein networks - hard problems,
practical solutions", CACM 55:5 (2012) 88-97.
- M. Kalaev, V. Bafna, R. Sharan: "Fast and accurate alignment of multiple
protein networks", J. Comput. Biology 16 (1999) 989-999.
- R. Sharan, S. Suthram, R.M. Kelley, T. Kuhn, S. McCuine, P. Uetz, T. Sittler,
R.M. Karp, T. Ideker: "Conserved patterns of protein interaction
in multiple species", PNAS 102:6 (2005) 1974-1979.
Rearrangements
- M. Bader, M.I. Abouelhoda, E. Ohlebusch: "A fast algorithm for the multiple genome
rearrangement problem with weighted reversals and transpositions", BMC Bioinformatics
9 (2008) 516-529.
Sequencing
- G. Myers: "Whole-genome DNA sequencing", Computing in Science & Engineering 1 (1999)
33-43.
Suffix arrays
- S. Burkhardt, A. Crauser, P. Ferragina, H-P. Lenhof, E. Rivals, M. Vingron: "q-Gram
based database searching using a suffix array (QUASAR)", RECOMB 1999, ACM, pp 77-83.
(Papers that were chosen as core document for a term paper have been deleted.)
Last modified: May, 2012