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Bigdata Machine Learning Platform
- 2. 2BICubeTM Bigdata Machine Learning Platform Sqoop Flume HDFS (Hadoop Distributed File System) Zookeeper Yarn (2.0) MapReduce Hive Pig Mahout Mashup RDB Preprocess Classify Cluster Associate Visual BICube RDB Mashup SNS Crawler Authentication CubeManager Log Crawler Machine Learning Engine Spark Spark SQL Spark Stream GraphXML Storm Kafka Akka BioinfoManipul Mesos BICubeTM Architecture
- 3. 3BICubeTM Bigdata Machine Learning Platform •MultiLinearRegression, KoreanMorpheme •Logistic Regression, SVM, Adaboost, Neural Network •RandomForest, NaiveBayssian, Timeseries Analysis •Kmeans, LDA, HMM, PCA, SVD, CRF, TDA •Covariance, Correlation, ROC, LSA, EigenFace Image •CF Recommender, ConfusionMatrix, AUC •Bagging, Wagging, ArcX4,LogitBoost,ModestAdaboost •SAMME,BinaryClibration, IsonicCalibration... •Discriminant Adaptive Nearist Neighbor •Hierachical agglomerative clustering •Kernel Recursive Least Square,Radial Base Network •Local scaled density base clustering, EMGaussianMixture •Sequential minimum optimization,Dual coordinate Descent •T-Test, F-Test, G-Test, Chi-square-Test Anova etc…. BICubeTM Algorithms
- 4. 4BICubeTM Bigdata Machine Learning Platform Document-Topic Matirx ViewerDocument-Topic Matirx Viewer Latent Dirichlet Allocation on Hadoop
- 5. 5BICubeTM Bigdata Machine Learning Platform Word-Topic Matirx ViewerWord-Topic Matirx Viewer Latent Dirichlet Allocation on Hadoop
- 6. 6BICubeTM Bigdata Machine Learning Platform Document Similarity Visualization
- 7. 7BICubeTM Bigdata Machine Learning Platform Document Similarity Matrix
- 8. 8BICubeTM Bigdata Machine Learning Platform Word Cloud from SNS
- 9. 9BICubeTM Bigdata Machine Learning Platform Ontology from Unstructured Document
- 10. 10BICubeTM Bigdata Machine Learning Platform Confusion Matrix for Accuracy Maesure
- 11. 11BICubeTM Bigdata Machine Learning Platform Latent Semantic Visualization
- 12. 12BICubeTM Bigdata Machine Learning Platform Latent Semantic Visualization
- 13. 13BICubeTM Bigdata Machine Learning Platform 3D Visualization on GPU3D Visualization on GPU Unstructured Document Clustering
- 14. 14BICubeTM Bigdata Machine Learning Platform Association Rule from MBA
- 15. 15BICubeTM Bigdata Machine Learning Platform Computer Vision on Hadoop Image Analysis from Hadoop
- 16. 16BICubeTM Bigdata Machine Learning Platform Face Recognition from Hadoop
- 17. 17BICubeTM Bigdata Machine Learning Platform OLAP Analysis from Data Warehouse
- 18. 18BICubeTM Bigdata Machine Learning Platform GEO Analysis for location data
- 19. 19BICubeTM Bigdata Machine Learning Platform PDF Parser on Hadoop HDFS
- 20. 20BICubeTM Bigdata Machine Learning Platform Trade Market Prediction Recurrent Neural Network Feedfoward Neural Network(Elman) Counterpropagation Neural Network Hopfield Neural Network Boltzman Neural Network Neat Neural Network Som Neural Network Art 1 Neural Network Bam Neural Network Adaline Neural Network Stock Market Analysis using ANN
- 21. 21BICubeTM Bigdata Machine Learning Platform Log Analizer for machine data
- 22. 22BICubeTM Bigdata Machine Learning Platform Mash-up data from multi-datasource
- 23. 23BICubeTM Bigdata Machine Learning Platform Data Visualization
- 24. 24BICubeTM Bigdata Machine Learning Platform Data Visualization
- 25. 25BICubeTM Bigdata Machine Learning Platform Parallel cordinate & Facet Analysis
- 26. 26BICubeTM Bigdata Machine Learning Platform PointCloud on GPU for Topological Data AnalysisPointCloud on GPU for Topological Data Analysis 3D Point Cloud for TDA
- 27. 27BICubeTM Bigdata Machine Learning Platform Module Manager Add components by yourself– Module Manager by DIY type
- 28. 28BICubeTM Bigdata Machine Learning Platform Process Manager- Process UI Design Manager UI Manager by DIY type