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Robust and cheating-resilient power auctioning on Resource Constrained Smart Micro-Grids
(2018)
The principle of Continuous Double Auctioning (CDA) is known to provide an efficient way of matching supply and demand among distributed selfish participants with limited information. However, the literature indicates that ...
Modelling evolving clinical practice guidelines: a case of Malawi
(2018)
Electronic medical record (EMR) systems are increasingly being adopted in low- and middle-income countries. This provides an opportunity to support task-shifted health workers with guideline-based clinical decision support ...
An Introduction to Ontology Engineering
(University of Cape Town, 2018-07-16)
An Introduction to Ontology Engineering is a free online textbook that provides an overview of ontology engineering, including logics and automated reasoning, methods and methodologies, top-down ontology development with ...
Delay Controllability: Multi-Agent Coordination under Communication Delay
(2018-01-29)
Simple Temporal Networks with Uncertainty provide a useful framework for modeling temporal constraints and, importantly, for modeling actions with uncertain durations. To determine whether we can construct a schedule for ...
Privacy and Security Risks for National Health Records Systems
(2018-01-24)
A review of national health records (NEHR) systems shows that privacy and security risks have a profound impact on the success of such projects. Countries have different approaches when dealing with privacy and security ...
Best-first Enumeration Based on Bounding Conflicts, and its Application to Large-scale Hybrid Estimation
(2018-05-24)
With the rise of autonomous systems, there is a need for them to have high levels of robustness and safety. This robustness can be achieved through systems that are self-repairing. Underlying this is the ability to diagnose ...
Learning Models of Sequential Decision-Making without Complete State Specification using Bayesian Nonparametric Inference and Active Querying
(2018-05-17)
Learning models of decision-making behavior during sequential tasks is useful across a variety of applications, including human-machine interaction. In this paper, we present an approach to learning such models within ...
Generalization in Deep Learning
(2018-05-01)
With a direct analysis of neural networks, this paper presents a mathematically tight generalization theory to partially address an open problem regarding the generalization of deep learning. Unlike previous bound-based ...
Data and Code for "A New Approach to Animacy Detection"
(2018-06-07)
This archive contains the code and data for the workshop article "A New Approach to Animacy Detection," published in 2018 in the the 27th International Conference on Computational Linguistics (COLING 2018), in Santa Fe, ...
Using Active Learning to Synthesize Models of Applications That Access Databases
(2018-08-28)
We present a new technique that uses active learning to infer models of
applications that manipulate relational databases. This technique
comprises a domain-specific language for modeling applications that
access ...