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A MapReduce approach to diminish imbalance parameters for big deoxyribonucleic acid dataset

https://doi.org/10.1016/j.cmpb.2016.04.005
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Evolution, functional divergence and conserved exon–intron structure of bHLH/PAS gene family
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A new user-friendly visual environment for breast MRI data analysis
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inferredcites →https://doi.org/10.1016/j.fss.2014.01.015openalex-snapshot
Cost-sensitive linguistic fuzzy rule based classification systems under the MapReduce framework for imbalanced big data
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A survey of multiple classifier systems as hybrid systems
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SMOTE–IPF: Addressing the noisy and borderline examples problem in imbalanced classification by a re-sampling method with filtering
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Genome-Wide Identification and Evolutionary and Expression Analyses of MYB-Related Genes in Land Plants
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The EMBL nucleotide sequence database
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The EMBL Nucleotide Sequence Database
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Human protein reference database--2006 update
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IntAct--open source resource for molecular interaction data
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InvFEST, a database integrating information of polymorphic inversions in the human genome
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Intron evolution in Neurospora : the role of mutational bias and selection
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Hive - a petabyte scale data warehouse using Hadoop
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Parallel Metagenomic Sequence Clustering Via Sketching and Maximal Quasi-clique Enumeration on Map-Reduce Clouds
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Multivariate Discretization Based on Evolutionary Cut Points Selection for Classification
inferredcites →https://doi.org/10.1109/tkde.2007.190645openalex-snapshot
Fast Nearest Neighbor Condensation for Large Data Sets Classification
inferredcites →https://doi.org/10.1109/tkde.2008.239openalex-snapshot
Learning from Imbalanced Data
inferredcites →https://doi.org/10.1109/tnn.2010.2087415openalex-snapshot
IPADE: Iterative Prototype Adjustment for Nearest Neighbor Classification
inferredcites →https://doi.org/10.1109/tnnls.2013.2292894openalex-snapshot
Classification in the Presence of Label Noise: A Survey
inferredcites →https://doi.org/10.1109/tpami.2002.1023804openalex-snapshot
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inferredcites →https://doi.org/10.1109/tsmc.1972.4309137openalex-snapshot
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inferredcites →https://doi.org/10.1109/tsmcc.2010.2103939openalex-snapshot
A Taxonomy and Experimental Study on Prototype Generation for Nearest Neighbor Classification
inferredcites →https://doi.org/10.1142/9789811201967_0001openalex-snapshot
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inferredcites →https://doi.org/10.1142/s0219720012500035openalex-snapshot
ADJUSTED GEOMETRIC-MEAN: A NOVEL PERFORMANCE MEASURE FOR IMBALANCED BIOINFORMATICS DATASETS LEARNING
inferredcites →https://doi.org/10.1145/1102351.1102355openalex-snapshot
Fast condensed nearest neighbor rule
inferredcites →https://doi.org/10.1145/1327452.1327492openalex-snapshot
MapReduce
inferredcites →https://doi.org/10.1145/1376616.1376726openalex-snapshot
Pig latin
inferredcites →https://doi.org/10.1145/1629175.1629198openalex-snapshot
MapReduce
inferredcites →https://doi.org/10.1145/1854776openalex-snapshot
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology
inferredcites →https://doi.org/10.1145/1854776.1854803openalex-snapshot
MetaCluster
inferredcites →https://doi.org/10.1145/2723372.2742797openalex-snapshot
Spark SQL
inferredcites →https://doi.org/10.1145/299432.299460openalex-snapshot
q -gram based database searching using a suffix array (QUASAR)
inferredcites →https://doi.org/10.1186/1471-2148-13-8openalex-snapshot
Complete plastid genomes from Ophioglossum californicum, Psilotum nudum, and Equisetum hyemale reveal an ancestral land plant genome structure and resolve the position of Equisetales among monilophytes
inferredcites →https://doi.org/10.1371/journal.pone.0037155openalex-snapshot
Imbalanced Multi-Modal Multi-Label Learning for Subcellular Localization Prediction of Human Proteins with Both Single and Multiple Sites
inferredcites →https://doi.org/10.14778/1454159.1454166openalex-snapshot
SCOPE
inferredcites →https://doi.org/10.1613/jair.953openalex-snapshot
SMOTE: Synthetic Minority Over-sampling Technique
inferredcites →https://doi.org/10.3233/ida-2002-6504openalex-snapshot
The class imbalance problem: A systematic study1
inferredcites →https://doi.org/10.3233/isb-00142openalex-snapshot
Distributions of Exons and Introns in the Human Genome
inferredcites →https://doi.org/10.48550/arxiv.1007.0085openalex-snapshot
Survey of Nearest Neighbor Techniques
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Concepts, Historical Milestones and the Central Place of Bioinformatics in Modern Biology: A European Perspective

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