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Future Generation Computer Systems, ISSN 0167-739X, 01/2013, Volume 29, Issue 1, pp. 300 - 308
MapReduce is an enabling technology in support of Cloud Computing. Hadoop which is a MapReduce implementation has been widely used in developing MapReduce... 
Cloud Computing | Programming models | Simulator | Hadoop framework | MapReduce | COMPUTER SCIENCE, THEORY & METHODS | Synthetic training device industry | Cloud computing
Journal Article
Computers and Mathematics with Applications, ISSN 0898-1221, 12/2013, Volume 66, Issue 10, pp. 1920 - 1934
A combination of classifiers leads to a substantial reduction of classification errors in a wide range of applications. Among them, support vector machine... 
Support vector machines | Automatic image annotation | Ensemble classifier | MapReduce framework | TASKS | MARGIN | MATHEMATICS, APPLIED | RELEVANCE FEEDBACK | SUBSPACE | RETRIEVAL | Algorithms | Accuracy
Journal Article
Computers and Mathematics with Applications, ISSN 0898-1221, 2011, Volume 62, Issue 7, pp. 2801 - 2811
Machine learning techniques have facilitated image retrieval by automatically classifying and annotating images with keywords. Among them Support Vector... 
Automatic image annotation | Support vector machine | Sequential minimal optimization | MapReduce framework | CLASSIFICATION TASKS | SUPPORT VECTOR MACHINES | MATHEMATICS, APPLIED | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | RETRIEVAL | Algorithms | Training | Support vector machines | Annotations | Classification | Images | Clusters | Optimization
Journal Article
Neural Processing Letters, ISSN 1370-4621, 8/2016, Volume 44, Issue 1, pp. 161 - 184
Journal Article
2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 08/2010, Volume 6, pp. 2978 - 2982
Latent Semantic Indexing is a widely used text mining technology nowadays due its effectiveness in dealing with the problems of synonymy and polysemy within a... 
SVD | LSI | Computational modeling | Sockets | Semantics | Clustering algorithms | Large scale integration | Matrix decomposition | Distributed computing | Indexing | K-mean | MapReduce
Conference Proceeding
2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, 05/2012, pp. 1581 - 1584
Combination of classifiers leads to a substantial reduction of classification errors in a wide range of applications. Among them SVM ensembles with bagging... 
Support vector machines | Training | Algorithm design and analysis | Accuracy | ensemble classifiers | classificaton | Clustering algorithms | Classification algorithms | SVM | Bagging | MapReduce
Conference Proceeding
2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 07/2011, Volume 4, pp. 2675 - 2678
The distributed computations are widely used in the modern world for processing large scale jobs. Hadoop framework which is based on Google MapReduce model... 
Algorithm design and analysis | Program processors | Clustering algorithms | Hadoop | Load management | Hard disks | Mathematical model | Load balancing | Distributed computing | HSim | Genetic algorithms | MapReduce
Conference Proceeding
2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 07/2011, Volume 4, pp. 2691 - 2694
Machine learning techniques have facilitated image retrieval by automatically classifying and annotating images with keywords. Among them Support Vector... 
Support vector machines | Training | Algorithm design and analysis | Accuracy | Multiclass SVM | distributed SVM | Clustering algorithms | image annotation | Classification algorithms | machine learning | Optimization | MapReduce | Distributed SVM | Image annotation | Machine learning
Conference Proceeding
2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 07/2011, Volume 4, pp. 2655 - 2658
Machine learning techniques have facilitated image retrieval by automatically classifying and annotating images with keywords. Among them Support Vector... 
Training | Accuracy | distributed SVM | Support vector machine classification | Clustering algorithms | image annotation | Classification algorithms | Partitioning algorithms | machine learning | MapReduce | Distributed SVM | Image annotation | Machine learning
Conference Proceeding
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