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ORCIDInnovate-Data 2019: Istanbul, Turkey
- Muhammad Younas, Irfan Awan, Salima Benbernou:
Big Data Innovations and Applications - 5th International Conference, Innovate-Data 2019, Istanbul, Turkey, August 26-28, 2019, Proceedings. Communications in Computer and Information Science 1054, Springer 2019, ISBN 978-3-030-27354-5
Advances in Big Data Systems
- Haridimos Kondylakis, Antonis Fountouris, Apostolos Planas, Georgia Troullinou, Dimitris Plexousakis:
Enabling Joins over Cassandra NoSQL Databases. 3-17 - Giuseppe Di Modica
, Orazio Tomarchio:
MapReduce Join Across Geo-Distributed Data Centers. 18-31 - Kadriye Dogan, Özlem Durmaz Incel:
Mobile Device Identification via User Behavior Analysis. 32-46 - Abderrahim Ait Wakrime, Souha Boubaker, Slim Kallel, Walid Gaaloul:
A SAT-Based Formal Approach for Verifying Business Process Configuration. 47-62
Machine Learning and Data Analytics
- Chang Su, Ningning Liu, Xianzhong Xie, Shaowen Peng:
TSWNN+: Check-in Prediction Based on Deep Learning and Factorization Machine. 65-79 - Aytug Onan:
Deep Learning Based Sentiment Analysis on Product Reviews on Twitter. 80-91 - Fatemeh Sharifi, Emad Mohammed, Trafford Crump, Behrouz H. Far:
A Cluster-Based Machine Learning Model for Large Healthcare Data Analysis. 92-106 - Mansur Alp Toçoglu, Aytug Onan:
Satire Detection in Turkish News Articles: A Machine Learning Approach. 107-117
Big Data Innovation and Applications
- Roman Tkachenko, Ivan Izonin, Michal Gregus, Pavlo Tkachenko, Ivanna Dronyuk:
Committee of the SGTM Neural-Like Structures with Extended Inputs for Predictive Analytics in Insurance. 121-132 - Robert Flunger, Andreas Mladenow, Christine Strauss:
Game Analytics on Free to Play. 133-141 - Onur Demir, Berkay Kocak:
A Decentralized File Sharing Framework for Sensitive Data. 142-149 - Jiri Blahuta, Tomás Soukup:
The Information System for the Research in Carotid Atherosclerosis. 150-161
Security and Risk Analysis
- Kirill Plaksiy, Andrey Nikiforov, Natalia G. Miloslavskaya:
Big Data Analytics for Financial Crime Typologies. 165-178 - Pavel Y. Leonov, Viktor P. Suyts, Oksana S. Kotelyanets, Nikolai V. Ivanov:
Development of a Model for Identifying High-Risk Operations for AML/CFT Purposes. 179-192 - Vasiliy S. Kireev, Pyotr V. Bochkaryov, Anna I. Guseva, Igor A. Kuznetsov, Stanislav A. Filippov:
Monitoring System for the Housing and Utility Services Based on the Digital Technologies IIoT, Big Data, Data Mining, Edge and Cloud Computing. 193-205 - Pavel Y. Leonov, Viktor P. Suyts, Oksana S. Kotelyanets, Nikolai V. Ivanov:
K-Means Method as a Tool of Big Data Analysis in Risk-Oriented Audit. 206-216
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