Publications by Prem Raj Adhikari

To appear

• 11.
• Fast progressive training of mixture models for model selection (To appear)

• AUTHORS:
• Adhikari Prem Raj,
• Hollmén Jaakko

• JOURNAL:
• Journal of Intelligent Information Systems
• VOLUME:
• NA
• PAGES:
• 1-19

2014

• 10.
• Explaining mixture models through semantic pattern mining and banded matrix visualization (2014)

• AUTHORS:
• Adhikari Prem Raj,
• Vavpeti\vc Anže,
• Kralj Jan,
• Lavra\vc Nada,
• Hollmén Jaakko

• BOOKTITLE:
• Proceedings of Seventeenth International Conference on Discovery Science
• SERIES:
• Lecture Notes in Computer Science
• VOLUME:
• 8777
• PAGES:
• 86-97

• 9.
• Probabilistic Modelling of Multiresolution Biological Data (2014)

• AUTHORS:
• Adhikari Prem Raj

• PAGES:
• 80 p. + app. 87 p.

2013

• 8.
• Mixture Models from Multiresolution 0-1 Data (2013)

• AUTHORS:
• Adhikari Prem Raj,
• Hollmén Jaakko

• BOOKTITLE:
• Proceedings of Sixteenth International Conference on Discovery Science
• SERIES:
• Lecture Notes in Computer Science
• VOLUME:
• 8140
• PAGES:
• 1-16

2012

• 7.
• Fast Progressive Training of Mixture Models for Model Selection (2012)

• AUTHORS:
• Adhikari Prem Raj,
• Hollmén Jaakko

• BOOKTITLE:
• Proceedings of Fifteenth International Conference on Discovery Science
• SERIES:
• Lecture Notes in Artificial Intelligence
• VOLUME:
• 7569
• PAGES:
• 194-208

• 6.
• Multiresolution Mixture Modeling using Merging of Mixture Components (2012)

• AUTHORS:
• Adhikari Prem Raj,
• Hollmén Jaakko

• BOOKTITLE:
• Proceedings of Fourth Asian Conference on Machine Learning
• SERIES:
• Journal of Machine Learning Research --- Proceedings Track
• VOLUME:
• 25
• PAGES:
• 17-32

2011

• 5.
• Gene Selection in Time-Series Gene Expression Data (2011)

• AUTHORS:
• Adhikari Prem Raj,
• Upadhyaya Bimal Babu,
• Meng Chen,
• Hollmén Jaakko

• BOOKTITLE:
• Proceedings of the 6th IAPR Conference on Pattern Recognition in Bioinformatics
• SERIES:
• Lecture Notes in Bioinformatics
• VOLUME:
• 7036
• PAGES:
• 145-156

2010

• 4.
• Mixture Modelling of Multiresolution 0-1 Data (2010)

• AUTHORS:
• Adhikari Prem Raj

• 3.
• Mixture Modelling of binary Data (2010)

• AUTHORS:
• Adhikari Prem Raj,
• Hollmén Jaakko

• BOOKTITLE:
• Statistical Mechanics of Learning and Inference

• 2.
• Patterns from multiresolution 0-1 data (2010)

• AUTHORS:
• Adhikari Prem Raj,
• Hollmén Jaakko

• BOOKTITLE:
• UP '10: Proceedings of the ACM SIGKDD Workshop on Useful Patterns
• PAGES:
• 8-16

• 1.
• Preservation of Statistically Significant patterns in Multiresolution 0-1 Data (2010)

• AUTHORS:
• Adhikari Prem Raj,
• Hollmén Jaakko

• BOOKTITLE:
• Pattern Recognition in Bioinformatics
• SERIES:
• Lecture Notes in Computer Science