Department of Computer Science

Department information

 

Abhishek Tripathi Researcher and post-graduate student (at University of Helsinki) Assistant co-ordinator and Special Tutor at MBI program Supervisor Sami Kaski

Contact information

• Address: Department of Computer Science,
  PO Box 68 (Gustaf Hällströmin katu 2b),
  FIN-00014 University of Helsinki, Finland
• Office: C217
• Phone: +358-9-191 51306
• Email: firstname.lastname@cs.helsinki.fi

Reception times

Can be reached by email or on appointment.

Research

• Research interests:
  • Machine learning and Data mining
  • Exploratory data analysis
  • Bioinformatics
  • Natural language processing and Machine translation

Softwares

• drCCA - A data fusion package in R

Publications

• Abhishek Tripathi, Arto Klami, Matej Oresic, Samuel Kaski. Matching Samples of Multiple Views Data Mining and Knowledge Discovery, 2010, to appear.
• Abhishek Tripathi, Arto Klami, and Sami Virpioja. Bilingual Sentence Matching Using Kernel CCA. In Proceedings of MLSP 2010, IEEE International Workshop on Machine Learning for Signal Processing, pages 130--135, August 2010. (Abstract and full paper)
• Abhishek Tripathi, Arto Klami, and Samuel Kaski. Using Dependencies to Pair Samples for Multi-View Learning. In the IEEE 2009 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2009) , (Finalist of Student Best Paper Award). (Abstract, PDF)
• Suvi Savola, Arto Klami, Abhishek Tripathi, Tarja Niini, Massimo Serra, Piero Picci, Samuel Kaski, Diana Zambelli, Katia Scotlandi and Sakari Knuutila. Combined use of expression and CGH arrays pinpoints novel candidate genes in ewing sarcoma family of tumors. BMC Cancer, 9:17, 2009 ( Abstract and full paper)
• Abhishek Tripathi, Arto Klami, and Samuel Kaski. Simple integrative preprocessing preserves what is shared in data sources. BMC Bioinformatics 2008, 9:111 (21 February 2008) (abstract, Full paper)
• Abhishek Tripathi, Arto Klami, and Samuel Kaski. Linear Data Fusion with drCCA. Poster in the conference Machine Learning in Systems Biology 07 (MLSB), Evry, France, September 24-25, 2007. (abstract, poster)