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08/23/2022
Research Note on Uncertain Probabilities and Abstract Argumentation
The sixth assessment of the international panel on climate change (IPCC)...
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08/16/2022
SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks
In second-order uncertain Bayesian networks, the conditional probabiliti...
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08/08/2022
Uncertain Bayesian Networks: Learning from Incomplete Data
When the historical data are limited, the conditional probabilities asso...
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10/15/2021
Using DeepProbLog to perform Complex Event Processing on an Audio Stream
In this paper, we present an approach to Complex Event Processing (CEP) ...
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09/07/2021
Fudge: A light-weight solver for abstract argumentation based on SAT reductions
We present Fudge, an abstract argumentation solver that tightly integrat...
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02/22/2021
Handling Epistemic and Aleatory Uncertainties in Probabilistic Circuits
When collaborating with an AI system, we need to assess when to trust it...
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10/27/2020
An Experimentation Platform for Explainable Coalition Situational Understanding
We present an experimentation platform for coalition situational underst...
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10/23/2020
Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams
Future coalition operations can be substantially augmented through agile...
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09/07/2020
A Hybrid Neuro-Symbolic Approach for Complex Event Processing
Training a model to detect patterns of interrelated events that form sit...
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06/07/2020
Uncertainty-Aware Deep Classifiers using Generative Models
Deep neural networks are often ignorant about what they do not know and ...
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03/30/2020
The current state of automated argumentation theory: a literature review
Automated negotiation can be an efficient method for resolving conflict ...
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03/30/2020
Increasing negotiation performance at the edge of the network
Automated negotiation has been used in a variety of distributed settings...
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10/16/2019
Explainable AI for Intelligence Augmentation in Multi-Domain Operations
Central to the concept of multi-domain operations (MDO) is the utilizati...
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10/11/2018
Automata for Infinite Argumentation Structures
The theory of abstract argumentation frameworks (afs) has, in the main, ...
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10/11/2018
AFRA: Argumentation framework with recursive attacks
The issue of representing attacks to attacks in argumentation is receivi...
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09/20/2018
Probabilistic Logic Programming with Beta-Distributed Random Variables
We enable aProbLog---a probabilistic logical programming approach---to r...
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09/20/2018
Uncertainty Aware AI ML: Why and How
This paper argues the need for research to realize uncertainty-aware art...
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06/13/2017
On Natural Language Generation of Formal Argumentation
In this paper we provide a first analysis of the research questions that...
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12/22/2016
Solving Set Optimization Problems by Cardinality Optimization via Weak Constraints with an Application to Argumentation
Optimization - minimization or maximization - in the lattice of subsets ...
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11/11/2014
Exploiting Parallelism for Hard Problems in Abstract Argumentation: Technical Report
Abstract argumentation framework () is a unifying framework able to enco...
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11/19/2013
Reasoning about the Impacts of Information Sharing
In this paper we describe a decision process framework allowing an agent...
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11/19/2013