Results 41 to 50 of about 70,426 (250)
Risks, 2022 In automobile insurance, it is common to adopt a Poisson regression model to predict the number of claims as part of the actuarial pricing process. The Poisson assumption can rarely be justified, often due to overdispersion, and alternative modeling is ...
Jennifer S. K. Chan +4 more
doaj +1 more source
From Physical to Cyber: Escalating Protection for Personalized Auto Insurance
, 2016 Nowadays, auto insurance companies set personalized insurance rate based on data gathered directly from their customers' cars. In this paper, we show such a personalized insurance mechanism -- wildly adopted by many auto insurance companies -- is ...
Aggarwal C. C. +12 more
core +2 more sources
Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023New technologies like the Internet of Things (IoT), artificial intelligence, machine learning, and vehicle telematics have tremendous potential to improve SMEs business processes, increase efficiency, and reduce costs to obtain a competitive advantage ...
Abideen Mayowa Abdul-Yekeen +5 more
semanticscholar +1 more source
Predicting Motor Insurance Claims Using Telematics Data—XGBoost versus Logistic Regression
Risks, 2019 XGBoost is recognized as an algorithm with exceptional predictive capacity. Models for a binary response indicating the existence of accident claims versus no claims can be used to identify the determinants of traffic accidents.
Jessica Pesantez-Narvaez +2 more
semanticscholar +1 more source
Malware detection techniques for mobile devices
, 2017 Mobile devices have become very popular nowadays, due to its portability and high performance, a mobile device became a must device for persons using information and communication technologies. In addition to hardware rapid evolution, mobile applications
Amro, Bela
core +1 more source
Development of Telematics and its Application in Water Transport
Promet (Zagreb), 2003 Significant increase in traffic demand at the end of the 2nd century and the increasing anthropogenic environmental pollutionhave resulted in the need to introduce the telematics-supportedintelligent transport systems in all the traffic branches.The work
Dražen Kovačević +2 more
doaj +1 more source
Cost‐effectiveness analysis of computer‐based assessment [PDF]
, 2003 The need for more cost‐effective and pedagogically acceptable combinations of teaching and learning methods to sustain increasing student numbers means that the use of innovative methods, using technology, is accelerating.
Bull, Joanna, Loewenberger, Pauline
core +2 more sources
Weekly dynamic motor insurance ratemaking with a telematics signals bonus-malus score
ASTIN Bulletin: The Journal of the International Actuarial AssociationWe present a dynamic pay-how-you-drive pricing scheme for motor insurance using telematics signals. More specifically, our approach allows the insurer to apply penalties to a baseline premium on the occurrence of events such as hard acceleration or ...
Juan Sebastian Yanez +2 more
semanticscholar +1 more source
Automated Network Service Scaling in NFV: Concepts, Mechanisms and Scaling Workflow [PDF]
, 2018 Next-generation systems are anticipated to be digital platforms supporting innovative services with rapidly changing traffic patterns. To cope with this dynamicity in a cost-efficient manner, operators need advanced service management capabilities such ...
Adamuz-Hinojosa, Oscar +5 more
core +3 more sources
Integration of traditional and telematics data for efficient insurance claims prediction
ASTIN Bulletin: The Journal of the International Actuarial AssociationWhile driver telematics has gained attention for risk classification in auto insurance, scarcity of observations with telematics features has been problematic, which could be owing to either privacy concerns or favorable selection compared to the data ...
Hashan Peiris +2 more
semanticscholar +1 more source