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08/09/2023
Analyzing and controlling diversity in quantum-behaved particle swarm optimization
This paper addresses the issues of controlling and analyzing the populat...
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09/13/2022
R-WhONet: Recalibrated Wheel Odometry Neural Network for Vehicular Positioning using Transfer Learning
This paper proposes a transfer learning approach to recalibrate our prev...
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04/17/2022
Attention Mechanism based Cognition-level Scene Understanding
Given a question-image input, the Visual Commonsense Reasoning (VCR) mod...
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12/29/2021
Res2NetFuse: A Fusion Method for Infrared and Visible Images
This paper presents a novel Res2Net-based fusion framework for infrared ...
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04/06/2021
WhONet: Wheel Odometry Neural Network for Vehicular Localisation in GNSS-Deprived Environments
In this paper, a deep learning approach is proposed to accurately positi...
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11/22/2020
Self-Supervised Transformers for Activity Classification using Ambient Sensors
Providing care for ageing populations is an onerous task, and as life ex...
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11/22/2020
Generative Adversarial Stacked Autoencoders
Generative Adversarial Networks (GANs) have become predominant in image ...
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07/19/2020
Parts of Speech Tagging in NLP: Runtime Optimization with Quantum Formulation and ZX Calculus
This paper proposes an optimized formulation of the parts of speech tagg...
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09/21/2019
An Investigation of Quantum Deep Clustering Framework with Quantum Deep SVM Convolutional Neural Network Feature Extractor
In this paper, we have proposed a deep quantum SVM formulation, and furt...
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07/24/2018
Sokoto Coventry Fingerprint Dataset
This paper presents the Sokoto Coventry Fingerprint Dataset (SOCOFing), ...
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07/09/2018
A Combined CNN and LSTM Model for Arabic Sentiment Analysis
Deep neural networks have shown good data modelling capabilities when de...
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04/29/2018
Big Data Quantum Support Vector Clustering
Clustering is a complex process in finding the relevant hidden patterns ...
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02/28/2018
Improving Sentiment Analysis in Arabic Using Word Representation
The complexities of Arabic language in morphology, orthography and diale...
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08/03/2017
A glass-box interactive machine learning approach for solving NP-hard problems with the human-in-the-loop
The goal of Machine Learning to automatically learn from data, extract k...
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02/10/2017
Arabic Language Sentiment Analysis on Health Services
The social media network phenomenon leads to a massive amount of valuabl...
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08/19/2015
Proposal for the creation of a research facility for the development of the SP machine
This is a proposal to create a research facility for the development of ...
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06/12/2013
