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09/30/2022
Road Network Deterioration Monitoring Using Aerial Images and Computer Vision
Road maintenance is an essential process for guaranteeing the quality of...
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06/18/2022
An Empirical Study of Quantum Dynamics as a Ground State Problem with Neural Quantum States
Neural quantum states are variational wave functions parameterised by ar...
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03/28/2022
Optimisation-free Classification and Density Estimation with Quantum Circuits
We demonstrate the implementation of a novel machine learning framework ...
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12/20/2021
NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems
We introduce version 3 of NetKet, the machine learning toolbox for many-...
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07/21/2021
Machine learning for assessing quality of service in the hospitality sector based on customer reviews
The increasing use of online hospitality platforms provides firsthand in...
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02/26/2021
Many-Qudit representation for the Travelling Salesman Problem Optimisation
We present a map from the travelling salesman problem (TSP), a prototypi...
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02/08/2021
Learning with Density Matrices and Random Features
A density matrix describes the statistical state of a quantum system. It...
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08/25/2020
Learning from students' perception on professors through opinion mining
Students' perception of classes measured through their opinions on teach...
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04/02/2020
Supervised Learning with Quantum Measurements
This letter reports a novel method for supervised machine learning based...
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11/19/2019
A model for predicting price polarity of real estate properties using information of real estate market websites
This paper presents a model that uses the information that sellers publi...
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11/19/2019
Event detection in Colombian security Twitter news using fine-grained latent topic analysis
Cultural and social dynamics are important concepts that must be underst...
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10/21/2019
Using machine learning and information visualisation for discovering latent topics in Twitter news
We propose a method to discover latent topics and visualise large collec...
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02/23/2017
