Big Data Technologies and Applications - Jason J. Jung

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Résumé :
Visualization of Mixed Attributed High-Dimensional Dataset using SVD.- Max-flow Min-cut Algorithm in Spark with Application to Road Networks.- Association between Regional Difference in Heart Rate Variability and Inter-prefecture Ranking of Healthy Life 1 Expectancy: ALLSTAR Big Data Project in Japan.- Allocation four neighbor exclusive channels to polyhedron clusters in sensor networks.- Feature selection Techniques for Improving Rare Class Classification in Semiconductor Manufacturing Process.- A Novel Method for Extracting Dynamic Character Network from Movie.- Handling Uncertainty in Clustering Art-exhibition Visiting Styles.- Using Geotagged Resources on Social Media for Cultural Tourism: A Case Study on Cultural Heritage Tourism.- Archaeological Site Image Content Retrieval and Automated Generating Image Descriptions with Neural Network.- Correcting Misspelled Words in Twitter Text.- Theoretical Concept of Inverse Kinematic Models to determine valid Work Areas using Target Coordinates from NC-programs ISSB.- Ransomware-prevention Technique using Key Backup.- Multi-level Steganography Based on Fuzzy Vault Systems and Secret Sharing Techniques.- On Exploiting Static and Dynamic Features in Malware Classification.- Distributed Compressive Sensing for Correlated Information Sources.- MMSE based Interference Cancellation and Beamforming Scheme for Signal Transmission in IoT.- A Multi-User-Collaboration Platform Concept for Managing Simulation-Based Optimization of Virtual Tooling as Big Data Exchange Service....

Sommaire:
Visualization of Mixed Attributed High-Dimensional Dataset using SVD.- Max-flow Min-cut Algorithm in Spark with Application to Road Networks.- Association between Regional Difference in Heart Rate Variability and Inter-prefecture Ranking of Healthy Life 1 Expectancy: ALLSTAR Big Data Project in Japan.- Allocation four neighbor exclusive channels to polyhedron clusters in sensor networks.- Feature selection Techniques for Improving Rare Class Classification in Semiconductor Manufacturing Process.- A Novel Method for Extracting Dynamic Character Network from Movie.- Handling Uncertainty in Clustering Art-exhibition Visiting Styles.- Using Geotagged Resources on Social Media for Cultural Tourism: A Case Study on Cultural Heritage Tourism.- Archaeological Site Image Content Retrieval and Automated Generating Image Descriptions with Neural Network.- Correcting Misspelled Words in Twitter Text.- Theoretical Concept of Inverse Kinematic Models to determine valid Work Areas using Target Coordinates from NC-programs ISSB.- Ransomware-prevention Technique using Key Backup.- Multi-level Steganography Based on Fuzzy Vault Systems and Secret Sharing Techniques.- On Exploiting Static and Dynamic Features in Malware Classification.- Distributed Compressive Sensing for Correlated Information Sources.- MMSE based Interference Cancellation and Beamforming Scheme for Signal Transmission in IoT.- A Multi-User-Collaboration Platform Concept for Managing Simulation-Based Optimization of Virtual Tooling as Big Data Exchange Service.