research
∙
03/31/2023
AI-Oriented Two-Phase Multi-Factor Authentication in SAGINs: Prospects and Challenges
Space-air-ground integrated networks (SAGINs), which have emerged as an ...
share
research
∙
05/21/2020
An Importance Aware Weighted Coding Theorem Using Message Importance Measure
There are numerous scenarios in source coding where not only the code le...
research
∙
02/20/2020
Storage Space Allocation Strategy for Digital Data with Message Importance
This paper mainly focuses on the problem of lossy compression storage fr...
research
∙
10/24/2019
Age-upon-Decisions Minimizing Scheduling in Internet of Things: To be Random or to be Deterministic?
We consider an Internet of Things (IoT) system in which a sensor deliver...
research
∙
07/05/2019
Importance of Small Probability Events in Big Data: Information Measures, Applications, and Challenges
In many applications (e.g., anomaly detection and security systems) of s...
research
∙
01/30/2019
Matching Users' Preference Under Target Revenue Constraints in Optimal Data Recommendation Systems
This paper focuses on the problem of finding a particular data recommend...
research
∙
01/04/2019
Information Measure Similarity Theory: Message Importance Measure via Shannon Entropy
Rare events attract more attention and interests in many scenarios of bi...
research
∙
08/08/2018
Age of Information Upon Decisions
We consider an M/M/1 update-and-decide system where Poisson distributed ...
research
∙
03/26/2018
A Switch to the Concern of User: Importance Coefficient in Utility Distribution and Message Importance Measure
This paper mainly focuses on the utilization frequency in receiving end ...
research
∙
01/22/2018
Differential Message Importance Measure: A New Approach to the Required Sampling Number in Big Data Structure Characterization
Data collection is a fundamental problem in the scenario of big data, wh...
research
∙
01/12/2018
State Variation Mining: On Information Divergence with Message Importance in Big Data
Information transfer which reveals the state variation of variables can ...
research
∙
01/12/2018