String Kernels License Agreement


String Kernels Package License

Eleazar Eskin
eeskin-at-cs.columbia.edu 
   * Original spectrum/mismatch kernel code

Rui Kuang and Ke Wang
rkuang-at-cs.columbia.edu
kewang-at-cs.columbia.edu
   * Implementation of profile kernel code

Tze Way Eugene Ie
eie-at-cs.columbia.edu
   * Automation setup for running experiments using kernel code
   * Motif extraction code

Feel free to use the package in your academic research. If you use it, please
cite the following papers:

Spectrum and Mismatch Kernels
=============================
Christina Leslie, Eleazar Eskin and William Stafford Noble,
"The Spectrum Kernel: A String Kernel for SVM Protein Classification".
In Proceedings of the Pacific Symposium on Biocomputing (PSB 2002). 
Kaua'i, Hawaii: January 2-7, 2002.

Christina Leslie, Eleazar Eskin, Adiel Cohen, Jason Weston and William
Stafford Noble, "Mismatch String Kernels for Discriminative Protein 
Classification". Bioinformatics, 20:4, pp. 467-476, 2004.

Christina Leslie, Eleazar Eskin, Jason Weston and William 
Stafford Noble, "Mismatch String Kernels for SVM Protein 
Classification". Neural Information Processing Systems 2002 (NIPS 2002).
Vancouver, December 9-14, 2002.

Profile Kernel
==============
Rui Kuang, Eugene Ie, Ke Wang, Kai Wang, Mahira Siddiqi,
Yoav Freund and Christina Leslie, "Profile-based String Kernels for 
Remote Homology Eetection and Motif Extraction". Accepted, Computational
Systems Bioinformatics 2004 (CSB 2004), Stanford, CA, August 16-19, 2004.
---------
Permission to use, copy, modify, and distribute any part of     
this software for educational, research and non-profit purposes,
without fee, and without a written agreement is hereby granted, 
provided that the above copyright notice, this paragraph and    
the following three paragraphs appear in all copies.            
                                                                
Those desiring to incorporate this software into commercial products
or use for commercial purposes should contact 

  Science and Technology Ventures
  500 West 120th Street
  Engineering Terrace, Suite363
  New York, NY 10027
  Tel: 212-854-8444
  Fax: 212-854-8463
  e-mail: stvinfo@columbia.edu

IN NO EVENT SHALL COLUMBIA UNIVERSITY BE LIABLE TO ANY PARTY FOR
DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES,
INCLUDING LOST PROFITS, ARISING OUT OF THE USE OF THIS SOFTWARE, EVEN
IF THE COLUMBIA UNIVERSITY HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH
DAMAGE.
                                                                
THE SOFTWARE PROVIDED HEREUNDER IS ON AN "AS IS" BASIS, AND COLUMBIA
UNIVERSITY HAS NO OBLIGATIONS TO PROVIDE MAINTENANCE, SUPPORT,
UPDATES, ENHANCEMENTS, OR MODIFICATIONS.  THE UNIVERSITY OF CALIFORNIA
MAKES NO REPRESENTATIONS AND EXTENDS NO WARRANTIES OF ANY KIND, EITHER
EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
WARRANTIES OF MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE, OR
THAT THE USE OF THE MATERIAL WILL NOT INFRINGE ANY PATENT, TRADEMARK
OR OTHER RIGHTS.

Tze Way Eugene Ie
Last modified: Thu May 20 21:55:22 EDT 2004