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Contact Me

Office: 4423 Engr Building
Office Hours: T 4:00-5:00 pm
rangwala@cs.gmu.edu
703-993-3826

Announcements

rangwala — Mon, 08/31/2009 - 13:17

  • 11.22.2009: Please download the Project Report Guidelines. It is due on 12.08.2008. It should be 12 point, Times New Roman (Max Pages: 8).
  • 11.22.2009: Presentation Schedules:
    Date Group
    12.01.2009: Dinesh's paper presentation
    12.01.2009: Chen and Sharath
    12.01.2009: Ahmed
    12.01.2009: Sheng Li
    12.08.2009: Meher and Ronak
    12.08.2009: Chris
    12.08.2009: Saranya and Shilpa
    12.08.2009: Dinesh, Shanmuga and Ritika
  • 11.10.2009: Project Presentations will be due on 12/1 and 12/8. Please use the class forum to sign up for presentations.
  • 11.03.2009: Updated Weekly Readings for Week 11
  • 10.27.2009: Updated Weekly Readings for Week 10
  • 10.27.2009: I will have to reschedule today's office hours to 5:30-6:30 pm.
  • 10.18.2009: Project proposals (in PDF) due date extended to 10/23/2009 5 PM EST via email
  • 10.18.2009: I am happy with the effort and results achieved by all of you for assignment 1. Here are the ROC scores achieved by different groups. I am assuming this is on the test set and not a cross-validation set as reported by you. I am not awarding the extra credit yet, because I need to run my own checks on these numbers.
  • 10.13.2009: Reminder- There is no class tonight due to Columbus Day scheduling but your assignment 1 report is due at 11:59:59 pm EST.
  • 10.05.2009: Finalized the presentation schedule. Also assigned each one of you a expert team for week 8. You are responsible for reading the paper assigned to you. More information at Weekly Assigned Readings Page.
    Expert Team Assignment
    Team Members
    A Ahmed, Sharath, Dinesh
    B Shilpa, Rithika, Meher
    D Chen, Saranya, Li Sheng
    E Shanmuga, Ronak, Miles
  • 09.30.2009: Project Proposals are due on 10.20.2009. Please ensure you do a complete literature survey of the problem you are taking a crack at. How will you get the dataset ? What methods and tools will you use ? Here is a template that you could use
  • 09.26.2009: I am setting the deadline for paper selection to be 10.02.2009. Please chose the paper you had like to present and reply to the forum. After which I will assign the remaining papers randomly.
  • 09.18.2009: Excellent talk on "From recognizing biological sequences, to identifying search keywords: A feature generation framework" by Dr. Islamaj on 09/22/2009 at 12:00 noon,ENGR 4201
  • 09.16.2009: Folks, I was making an error in the way I was defining the weeks in the Weekly Assigned Readings. Next week before class there is a reading due with questions via email (no attachments).
  • 09.15.2009: Today's class on Kernel Methods might be theoretical but we will get into applications and usage right away. Here is the promised link on sequence alignments as a way of computing pairwise sequence similarity. The Holy Grail in Bioinformatics and check this BLAST tutorial.
  • 09.15.2009: Schedule finalized with readings, project deadlines, and student presentation options. Please see WAR (Weekly Assigned Readings)
  • 09.13.2009: Slides uploaded for Kernel Methods
  • 09.08.2009: Student Paper Presentation: Please prepare a 20 minute presentation clearly describing the details of your selected research paper. This should include the problem definition, method used, limitations, evaluation, and your conclusions. You should also try to include scope for future work. Please post a comment on the forum topic class presentations (if you choose one of the papers). The choice of papers that can be presented by students is in the weekly assigned readings marked in BLUE .
  • 09.08.2009: Today's class will be a basic review on classification methods. The next class will be a session on "Kernel Methods" and "Kernel Methods in Computational Biology". Slides uploaded for today's class.
  • 09.01.2009: Class Slides Uploaded for Today.
  • 08.31.2009: To access most of the class material please get online accounts from the class website.
  • 08.31.2009: Welcome to CS 795 Biological Data Mining Class. Please bookmark this space for future announcements related to the class. This is a heavily research oriented class requiring you to read from 1-5 papers a week. I have put some of the reading material in the Readings Section and the syllabus is online as well. A more accurate roadmap for the class will emerge within the next two weeks based on how many of you decide to stay. A quick note about the class location (School of Arts Building, L008). Its a new building on campus, so here is a map with my office location and class location marked.

News Highlights

  • Syed F to join the Lab.
  • Paper Accepted at Journal of Chemical Information & Modeling
  • Huzefa to serve on program committee for SIAM Data Mining Conference 2010 (SDM 2010)
  • Huzefa to serve on program committee for HiCOMB 2010
  • New funding received from NSF IIS for bridging chemical and biological spaces.
  • Two open positions for graduate students (MLBio+ Laboratory)
  • Ammar submits his 1st paper!
  • Salman's paper accepted at WISM-AICI 2009.
  • Huzefa presents 2 posters at ISMB 2009
  • Sheng Li and Anveshi join the lab this Fall
more

Bioinformatics & Data Mining

  • PrePrint: Skewed Rotation Symmetry Group Detection
  • PrePrint: Object Detection with Discriminatively Trained Part Based Models
  • PrePrint: Large Scale Discovery of Spatially Related Images
  • PrePrint: Epitomic Location Recognition
  • PrePrint: Class Conditional Nearest Neighbor for Large Margin Instance Selection
more

(c) Rangwala 2008, George Mason University, Fairfax, VA