research
∙
06/28/2023
Blockchain inspired secure and reliable data exchange architecture for cyber-physical healthcare system 4.0
A cyber-physical system is considered to be a collection of strongly cou...
share
research
∙
04/14/2022
An Energy Aware Clustering Scheme for 5G-enabled Edge Computing based IoMT Framework
In recent years, 5G network systems start to offer communication infrast...
research
∙
02/08/2022
Learning MAX-SAT from Contextual Examples for Combinatorial Optimisation
Combinatorial optimisation problems are ubiquitous in artificial intelli...
research
∙
08/02/2021
Few-shot calibration of low-cost air pollution (PM2.5) sensors using meta-learning
Low-cost particulate matter sensors are transforming air quality monitor...
research
∙
07/15/2021
Learning Mixed-Integer Linear Programs from Contextual Examples
Mixed-integer linear programs (MILPs) are widely used in artificial inte...
research
∙
05/10/2021
Differentially Private Transfer Learning with Conditionally Deep Autoencoders
This paper considers the problem of differentially private semi-supervis...
research
∙
09/21/2020
Machine Guides, Human Supervises: Interactive Learning with Global Explanations
We introduce explanatory guided learning (XGL), a novel interactive lear...
research
∙
07/20/2020
Toward Machine-Guided, Human-Initiated Explanatory Interactive Learning
Recent work has demonstrated the promise of combining local explanations...
research
∙
08/01/2018
Did We Get It Right? Predicting Query Performance in E-commerce Search
In this paper, we address the problem of evaluating whether results serv...
research
∙
05/29/2018
Automating Personnel Rostering by Learning Constraints Using Tensors
Many problems in operations research require that constraints be specifi...
research
∙
11/22/2017
Decomposition Strategies for Constructive Preference Elicitation
We tackle the problem of constructive preference elicitation, that is th...
research
∙
03/30/2017
FairJudge: Trustworthy User Prediction in Rating Platforms
Rating platforms enable large-scale collection of user opinion about ite...
research
∙
11/19/2015