WorldCat Identities

Kaski, Samuel

Overview
Works: 33 works in 77 publications in 1 language and 916 library holdings
Genres: Conference papers and proceedings 
Roles: Editor, Author, Other
Classifications: QA76.87, 006.32
Publication Timeline
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Most widely held works by Samuel Kaski
Kohonen maps by Erkki Oja( )

17 editions published between 1999 and 2003 in English and held by 329 WorldCat member libraries worldwide

<IT>Selected papers only.</IT>Preface: Kohonen Maps. Table of contents. Analyzing and representing multidimentional quantitative and qualitative data: Demographic study of the Rh̥ne valley. The domeatic consumption of the Canadian families. (M. Cottrell, P. Gaubert, P. Letremy, P. Rousset). Value maps: Finding value in markets that are expensive (G.J. Deboeck). Data mining and knowledge discovery with emergent Self-Organizing Feature Maps for multivariate time series (A. Ultsch). Tree structured Self-Organizing Maps (P. Koikkalainen). On the optimization of Self-Organizing Maps by genetic algorithms (D. Polani). Self organization of a massive text document collection (T. Kohonen, S. Kaski, K. Lagus, J. Saloj̀rvi, J. Honkela, V. Paatero, A. Saarela). Document classification with Self-Organizing Maps (D. Merkl). Navigation in databases using Self-Organizing Maps (S.A. Shumsky). Self-Organising Maps in computer aided design of electronic circuits (A. Hemani, A. Postula). Modeling self-org
Proceedings of the 2010 IEEE International Workshop on Machine Learning for Signal Processing : MLSP 2010 : August 29 - September 1, 2010, Kittilä, Finland : twentieth in a series of workshops by IEEE International Workshop on Machine Learning for Signal Processing( )

1 edition published in 2010 in English and held by 205 WorldCat member libraries worldwide

Advances in independent component analysis and learning machines by Ella Bingham( )

6 editions published in 2015 in English and held by 200 WorldCat member libraries worldwide

In honour of Professor Erkki Oja, one of the pioneers of Independent Component Analysis (ICA), this book reviews key advances in the theory and application of ICA, as well as its influence on signal processing, pattern recognition, machine learning, and data mining
Artificial neural networks and machine learning -- ICANN 2011 : 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011 : proceedings by Timo Honkela( )

9 editions published in 2011 in English and held by 55 WorldCat member libraries worldwide

This two volume set (LNCS 6791 and LNCS 6792) constitutes the refereed proceedings of the 21th International Conference on Artificial Neural Networks, ICANN 2011, held in Espoo, Finland, in June 2011. The 106 revised full or poster papers presented were carefully reviewed and selected from numerous submissions. ICANN 2011 had two basic tracks: brain-inspired computing and machine learning research, with strong cross-disciplinary interactions and applications
Artificial neural networks and machine learning - ICANN 2011 : 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011 ; proceedings, part I by Timo Honkela( )

4 editions published in 2011 in English and held by 48 WorldCat member libraries worldwide

This two volume set (LNCS 6791 and LNCS 6792) constitutes the refereed proceedings of the 21th International Conference on Artificial Neural Networks, ICANN 2011, held in Espoo, Finland, in June 2011. The 106 revised full or poster papers presented were carefully reviewed and selected from numerous submissions. ICANN 2011 had two basic tracks: brain-inspired computing and machine learning research, with strong cross-disciplinary interactions and applications
Artificial Neural Networks and Machine Learning – ICANN 2011 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part II by Timo Honkela( )

3 editions published in 2011 in English and held by 21 WorldCat member libraries worldwide

This two volume set (LNCS 6791 and LNCS 6792) constitutes the refereed proceedings of the 21th International Conference on Artificial Neural Networks, ICANN 2011, held in Espoo, Finland, in June 2011. The 106 revised full or poster papers presented were carefully reviewed and selected from numerous submissions. ICANN 2011 had two basic tracks: brain-inspired computing and machine learning research, with strong cross-disciplinary interactions and applications
Data exploration using self-organizing maps by Samuel Kaski( Book )

6 editions published in 1997 in English and held by 13 WorldCat member libraries worldwide

IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2010 Aug. 29 - Sept. 1 2010, Kittilä, Finland( )

1 edition published in 2010 in English and held by 11 WorldCat member libraries worldwide

Data exploration using self-organizing maps by Samuel Kaski( Book )

1 edition published in 1997 in English and held by 4 WorldCat member libraries worldwide

Proceedings of the 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010) : August 29-September 1, 2010, Kittilä, Finland by IEEE Workshop on Machine Learning for Signal Processing( Book )

1 edition published in 2010 in English and held by 3 WorldCat member libraries worldwide

Automatic coloring of data according to cluster structure by Teuvo Kohonen( Book )

2 editions published in 1997 in English and held by 2 WorldCat member libraries worldwide

3043 works that have been based on the Self-Organizing Map (SOM) method developed by Kohonen by Jari Kangas( Book )

2 editions published in 1998 in English and held by 2 WorldCat member libraries worldwide

Data exploration using self-organizing maps by Samuel Kaski( Book )

2 editions published in 1997 in English and held by 2 WorldCat member libraries worldwide

Computationally efficient approximation of a probabilistic model for document representation in the WEBSOM full-text analysis method by Samuel Kaski( Book )

2 editions published in 1996 in English and held by 2 WorldCat member libraries worldwide

Artificial Neural Networks and Machine Learning {u2013} ICANN 2011 : 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I by Timo Honkela( Book )

2 editions published in 2011 in English and held by 2 WorldCat member libraries worldwide

This two volume set (LNCS 6791 and LNCS 6792) constitutes the refereed proceedings of the 21th International Conference on Artificial Neural Networks, ICANN 2011, held in Espoo, Finland, in June 2011. The 106 revised full or poster papers presented were carefully reviewed and selected from numerous submissions. ICANN 2011 had two basic tracks: brain-inspired computing and machine learning research, with strong cross-disciplinary interactions and applications
Probabilistic modeling and machine learning in structural and systems biology : workshop proceedings, Tuusula, Finland June 17-18, 2006( Book )

1 edition published in 2006 in English and held by 1 WorldCat member library worldwide

Evolutionary Conservation of Orthoretroviral Long Terminal Repeats (LTRs) and ab initio Detection of Single LTRs in Genomic Data by Farid Benachenhou( )

1 edition published in 2009 in English and held by 1 WorldCat member library worldwide

BACKGROUND: Retroviral LTRs, paired or single, influence the transcription of both retroviral and non-retroviral genomic sequences. Vertebrate genomes contain many thousand endogenous retroviruses (ERVs) and their LTRs. Single LTRs are difficult to detect from genomic sequences without recourse to repetitiveness or presence in a proviral structure. Understanding of LTR structure increases understanding of LTR function, and of functional genomics. Here we develop models of orthoretroviral LTRs useful for detection in genomes and for structural analysis. PRINCIPAL FINDINGS: Although mutated, ERV LTRs are more numerous and diverse than exogenous retroviral (XRV) LTRs. Hidden Markov models (HMMs), and alignments based on them, were created for HML- (human MMTV-like), general-beta-, gamma- and lentiretroviruslike LTRs, plus a general-vertebrate LTR model. Training sets were XRV LTRs and RepBase LTR consensuses. The HML HMM was most sensitive and detected 87% of the HML LTRs in human chromosome 19 at 96% specificity. By combining all HMMs with a low cutoff, for screening, 71% of all LTRs found by RepeatMasker in chromosome 19 were found. HMM consensus sequences had a conserved modular LTR structure. Target site duplications (TG-CA), TATA (occasionally absent), an AATAAA box and a T-rich region were prominent features. Most of the conservation was located in, or adjacent to, R and U5, with evidence for stem loops. Several of the long HML LTRs contained long ORFs inserted after the second A rich module. HMM consensus alignment allowed comparison of functional features like transcriptional start sites (sense and antisense) between XRVs and ERVs. CONCLUSION: The modular conserved and redundant orthoretroviral LTR structure with three A-rich regions is reminiscent of structurally relaxed Giardia promoters. The five HMMs provided a novel broad range, repeat-independent, ab initio LTR detection, with prospects for greater generalisation, and insight into LTR structure, which may aid development of LTR-targeted pharmaceuticals
Structures of welfare and poverty in the world discovered by the self-organizing map by Samuel Kaski( Book )

1 edition published in 1995 in English and held by 1 WorldCat member library worldwide

Relevance feedback from eye movements for proactive information retrieval by Jarkko Salojärvi( Book )

1 edition published in 2003 in English and held by 1 WorldCat member library worldwide

Bankruptcy analysis with self-organizing maps in learning metrics by Samuel Kaski( )

1 edition published in 2001 in English and held by 1 WorldCat member library worldwide

 
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Audience level: 0.60 (from 0.39 for Bankruptcy ... to 0.99 for Structures ...)

Kohonen maps
Covers
Artificial neural networks and machine learning -- ICANN 2011 : 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011 : proceedingsArtificial neural networks and machine learning - ICANN 2011 : 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011 ; proceedings, part IArtificial Neural Networks and Machine Learning {u2013} ICANN 2011 : 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I
Alternative Names
Samuel Kaski Finnish professor of computer science (Aalto University), academy professor (Academy of Finland)

Samuel Kaski suomalainen tietojenkäsittelytieteen professori Aalto-yliopistolla, akatemiaprofessori (Suomen Akatemia)

Languages
English (64)