A MapReduce based parallel SVM for large-scale predicting protein-protein interactions : Pattern Recognition in Bioinformatics
- Author
- YOU, Zhu-Hong1 ; YU, Jian-Zhong1 ; LIN ZHU2 ; SHUAI LI3 ; WEN, Zhen-Kun1
[1] College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, Guangdong 518060, China
[2] School of Electronics and Information Engineering, Tongji University, Shanghai 201804, China
[3] Department of Computing, Hong Kong Polytechnic University, Hong-Kong - Source
Neurocomputing (Amsterdam). 2014, Vol 145, pp 37-43, 7 p ; ref : 41 ref
- ISSN
- 0925-2312
- Scientific domain
- Cognition; Computer science
- Publisher
- Elsevier, Amsterdam
- Publication country
- Netherlands
- Document type
- Article
- Language
- English
- Author keyword
- Autocorrelation descriptor MapReduce Protein sequence Protein-protein interaction Support vector machine
- Keyword (fr)
- Algorithme parallèle Autocorrélation Biochimie Bioinformatique Biologie moléculaire Calcul réparti Cascade Classification à vaste marge Echelle grande Etude expérimentale Fonction autocorrélation Interaction moléculaire Métabolisme Parallélisme massif Précision élevée Réplication Résultat expérimental Taux transmission Base donnée très grande
- Keyword (en)
- Parallel algorithm Autocorrelation Biochemistry Bioinformatics Molecular biology Distributed computing Cascade Vector support machine Large scale Experimental study Autocorrelation function Molecular interaction Metabolism Massive parallelism High precision Replication Experimental result Transmission rate Very large databases
- Keyword (es)
- Algoritmo paralelo Autocorrelación Bioquímica Bioinformática Biología molecular Cálculo repartido Cascada Máquina ejemplo soporte Escala grande Estudio experimental Función autocorrelación Interacción molecular Metabolismo Paralelismo masivo Precisión elevada Replicación Resultado experimental Relación transmisión Base de datos a gran escala
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B04 Computer systems and distributed systems. User interface
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B07 Memory organisation. Data processing / 001D02B07B Data processing. List processing. Character string processing
- Pascal
- 002 Biological and medical sciences / 002A Fundamental and applied biological sciences. Psychology / 002A03 Molecular biophysics / 002A03H Intermolecular phenomena / 002A03H01 Interactions. Associations
- Pascal
- 002 Biological and medical sciences / 002A Fundamental and applied biological sciences. Psychology / 002A04 Molecular and cellular biology / 002A04C Molecular genetics / 002A04C04 Replication
- Discipline
- Computer science : theoretical automation and systems Molecular and cell biology Molecular biophysics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 28785687
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1016/j.neucom.2014.05.072 
https://dx.doi.org/10.1016/j.neucom.2014.05.072
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