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Amit Deo, Santanu Kumar Dash, Guillermo Suarez-Tangil, Volodya Vovk, Lorenzo Cavallaro
2016 Proceedings of the 2016 ACM Workshop on Artificial Intelligence and Security - ALSec '16  
One of the key benefits behind the use of Venn-Abers predictors is that they are automatically well calibrated and offer probabilistic guidance on the identification of nonstationary populations of malware  ...  Malware evolves perpetually and relies on increasingly sophisticated attacks to supersede defense strategies. Datadriven approaches to malware detection run the risk of becoming rapidly antiquated.  ...  Acknowledgments This research has been partially supported by the UK EPSRC grants EP/K033344/1, EP/L022710/1, and EP/K035584/1.  ... 
doi:10.1145/2996758.2996769 dblp:conf/ccs/DeoDSVC16 fatcat:cgx2kmrnfvdu7afi32e6guag2q

Transdisciplinary consolidation of financial technologies with knowledge systems
Трансдисциплінарна консолідація фінансових технологій із системами знань

Oleksandr LYUBICH, SESE "The Academy of Financial Management", Oleksandr STRYZHAK, SESE "The Academy of Financial Management"
2021 Fìnansi Ukraïni  
The article describes a cognitive IT technology that provides consolidated interaction with online narrative documents which show various financial technologies.  ...  Consolidated interaction is carried out in the process of implementing innovative projects. An aggregative model of consolidated interaction is presented.  ...  The conundrum even has its own name, the "memory bottleneck."  ... 
doi:10.33763/finukr2021.11.054 fatcat:edc3aarta5gq7be2wixkynjz7q