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06/15/2023
A Graphical Formalism for Commonsense Reasoning with Recipes
Whilst cooking is a very important human activity, there has been little...
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09/17/2021
Repurposing of Resources: from Everyday Problem Solving through to Crisis Management
The human ability to repurpose objects and processes is universal, but i...
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04/01/2021
Reservoir-Based Distributed Machine Learning for Edge Operation
We introduce a novel design for in-situ training of machine learning alg...
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10/05/2020
On the Effects of Knowledge-Augmented Data in Word Embeddings
This paper investigates techniques for knowledge injection into word emb...
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04/13/2019
AutoEncoders for Training Compact Deep Learning RF Classifiers for Wireless Protocols
We show that compact fully connected (FC) deep learning networks trained...
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02/16/2019
Mitigation of Adversarial Examples in RF Deep Classifiers Utilizing AutoEncoder Pre-training
Adversarial examples in machine learning for images are widely publicize...
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02/16/2019
Adversarial Examples in RF Deep Learning: Detection of the Attack and its Physical Robustness
While research on adversarial examples in machine learning for images ha...
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07/14/2014
Non-Monotonic Reasoning and Story Comprehension
This paper develops a Reasoning about Actions and Change framework integ...
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03/09/2000
Planning with Incomplete Information
Planning is a natural domain of application for frameworks of reasoning ...
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03/08/2000
