Current Research:
A summary of my Research at Stanford University can be found here.
-
SpotSigs: Robust and Efficient Near Duplicate Detection in Large Web Collections, (SIGIR'08)
(Martin Theobald, Jonathan Siddharth, Andreas Paepcke)
(pdf version)
-
SQUINT - SVM for Identification of Relevant Sections in Web Pages for Web Search.
(to be submitted for publication)
(Siddharth Jonathan, Riku Inoue, Jyotika Prasad)
(pdf version)
-
CDR - Context Driven Ranking for Information Retrieval.
(Research as part of Independent Study with Dr.Andreas Paepcke,Prof.Hector Garcia Molina
of the Stanford InfoLab)
A preliminary draft of my report can be found here.(pdf version)
-
InfoMem - A Hierarchical Search Engine for the Enterprise that leverages information inherent in
the hierarchy for ranking. (Research done with Dr.Renate Fruchter, Director, Project Based Learning Lab).(Paper detailing research is in progress. Will be put up after completion). A brief overview of InfoMem can be found here.
-
TURKALATOR - A Suite of tools for augmenting English to Turkish Statistical Machine Translation.
(Gorkem Ozbek, Siddharth Jonathan)
(pdf version)
Past Publications:
-
Sentient Autonomous Vehicle using Advanced Neural net Technology, Proceedings of the IEEE International Conference on Cybernetics and Intelligent Systems - CIS 2004 organized by IEEE Systems, Man, and Cybernetics Society, ISBN 0-7803-8644-2, Dec 1-3,2004,Singapore.(Siddharth Jonathan, Arvind Chandrasekhar, T.Srinivasan).(pdf version)
-
A Minimal Fragmentation Algorithm for Task Allocation in Mesh-Connected Multicomputers, Proceedings of the IEEE International Conference on Advances in Intelligent Systems - Theory and Applications -AISTA 2004 in cooperation with IEEE Computer Society, IEEE Press, ISBN 2-9599-7768-8,15-18 Nov 2004, Luxembourg, Western Europe.(T.Srinivasan, Jayesh Seshadri,Arvind Chandrasekhar, Siddharth Jonathan)(pdf version)
-
Knowledge Discovery in Clinical databases with Neural Network Evidence Combination, Proceedings of 2nd IEEE International Conference on Intelligent Sensing and Information Processing - ICISIP 2005 organized by University of Melbourne and co-sponsored by IEEE Engineering in Medicine and Biology Society, IEEE Press, ISBN 0-7803-8840-2, pp.512, Jan 4-7, 2005, Chennai, India.(T.Srinivasan,Arvind Chandrasekhar,Jayesh Seshadri,Siddharth Jonathan)(pdf version)
-
A System for Power-aware Agent-based Intrusion Detection in Wireless Ad Hoc Networks, Proceedings of Springer Verlag LNCS, 2005 International Conference on Computer Networks and Mobile Computing - ICCNMC 2005, Zhangjiajie, China, Aug 2005.(T.Srinivasan,Jayesh Seshadri,Siddharth Jonathan,Arvind Chandrasekhar)(pdf version)
- A Comprehensive Architectural Framework for Task Management in Scalable Computational Grids- Best Paper Award Abacus 2005, an Annual National level technical symposium conducted by the Computer Science and Engineering Association of the Department of Computer Science and Engineering (DCSE), College of Engineering, Anna University, March 14-15,2005, Chennai, TN, India.(T.Srinivasan, Siddharth Jonathan,Jayesh Seshadri,Arvind Chandrasekhar)(pdf version)
-
A Two Tier Neural inter-network based approach to Medical Diagnosis using k-Nearest Neighbor Classification for Diagnosis pruning.(Siddharth Jonathan, Shruthi Narayan) Selected for the 10th International Conference on Biomedical Engineering, ICBME'05, Singapore.(pdf version)