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05/14/2023
A Dataset Fusion Algorithm for Generalised Anomaly Detection in Homogeneous Periodic Time Series Datasets
The generalisation of Neural Networks (NN) to multiple datasets is often...
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04/15/2023
Herder Ants: Ant Colony Optimization with Aphids for Discrete Event-Triggered Dynamic Optimization Problems
Currently available dynamic optimization strategies for Ant Colony Optim...
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02/11/2022
Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data
Deep learning techniques have recently shown promise in the field of ano...
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02/08/2022
Class Density and Dataset Quality in High-Dimensional, Unstructured Data
We provide a definition for class density that can be used to measure th...
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02/07/2022
Towards an Analytical Definition of Sufficient Data
We show that, for each of five datasets of increasing complexity, certai...
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01/27/2021
On the Importance of Capturing a Sufficient Diversity of Perspective for the Classification of micro-PCBs
We present a dataset consisting of high-resolution images of 13 micro-PC...
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04/07/2020
Hybrid 2-stage Imperialist Competitive Algorithm with Ant Colony Optimization for Solving Multi-Depot Vehicle Routing Problem
The Multi-Depot Vehicle Routing Problem (MDVRP) is a real-world model of...
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03/14/2020
Imperialist Competitive Algorithm with Independence and Constrained Assimilation for Solving 0-1 Multidimensional Knapsack Problem
The multidimensional knapsack problem is a well-known constrained optimi...
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02/10/2020
Dynamic Impact for Ant Colony Optimization algorithm
This paper proposes an extension method for Ant Colony Optimization (ACO...
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01/24/2020
A Branching and Merging Convolutional Network with Homogeneous Filter Capsules
We present a convolutional neural network design with additional branche...
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01/22/2020
Accelerating supply chains with Ant Colony Optimization across range of hardware solutions
Ant Colony algorithm has been applied to various optimization problems, ...
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06/20/2019