Paper Info
Title
REMI, Reusable Elements for Multi-Level Information Availability: Demo.
Abstract
Applications targeting Smart Cities tackle common challenges, however solutions are seldom portable from one city to another due to the heterogeneity of city ecosystems. A major obstacle involves the differences in the levels of available information. In this demonstration we present REMI, a reusable elements framework to handle varying degrees of information availability by design from two complementary angles, namely graceful degradation (GRADE) and data enrichment (DARE). In a nutshell, we develop reusable machine learning black boxes for mining and aggregating streaming data, either to infer missing data from available data, or to adapt expected accuracy based on data availability. We illustrate the proposed approach using tram data from the city of Warsaw.
Year
DOI
Venue
2017
10.1145/3093742.3095091
DEBS
Field
DocType
Citations 
Remi,Information availability,Obstacle,Data availability,Computer science,Fault tolerance,Data enrichment,Black box,Missing data,Database,Distributed computing
Conference
0
PageRank 
References 
Authors
0.34
12
7
Name
Order
Citations
PageRank
Avigdor Gal11128116.45
Nicolo Rivetti232.08
Arik Senderovich311814.58
Dimitrios Gunopulos47171715.85
Ioannis Katakis510.70
Nikolaos Panagiotou6293.43
Vana Kalogeraki71686124.40