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09/15/2023
Data-Driven Goal Recognition in Transhumeral Prostheses Using Process Mining Techniques
A transhumeral prosthesis restores missing anatomical segments below the...
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03/31/2023
Temporal Dynamic Synchronous Functional Brain Network for Schizophrenia Diagnosis and Lateralization Analysis
The available evidence suggests that dynamic functional connectivity (dF...
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03/28/2022
Optimization of Directional Landmark Deployment for Visual Observer on SE(3)
An optimization method is proposed in this paper for novel deployment of...
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04/25/2021
Frequency Superposition – A Multi-Frequency Stimulation Method in SSVEP-based BCIs
The steady-state visual evoked potential (SSVEP) is one of the most wide...
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10/27/2020
Multi-Frequency Canonical Correlation Analysis (MFCCA): An Extended Decoding Algorithm for Multi-Frequency SSVEP
Stimulation methods that utilise more than one stimulation frequency hav...
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03/02/2020
The Use of Implicit Human Motor Behaviour in the Online Personalisation of Prosthetic Interfaces
In previous work, the authors proposed a data-driven optimisation algori...
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02/19/2020
Task-space Synergies for Reaching using Upper-limb Prostheses
Synergistic prostheses enable the coordinated movement of the human-pros...
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02/19/2019
Personalized On-line Adaptation of Kinematic Synergies for Human-Prosthesis Interfaces
Synergies have been adopted in prosthetic limb applications to reduce co...
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02/09/2019
Clustering Bioactive Molecules in 3D Chemical Space with Unsupervised Deep Learning
Unsupervised clustering has broad applications in data stratification, p...
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10/24/2018
Semi-supervised Target-level Sentiment Analysis via Variational Autoencoder
Target-level aspect-based sentiment analysis (TABSA) is a long-standing ...
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07/31/2018
Accurate indoor mapping using an autonomous unmanned aerial vehicle (UAV)
An autonomous indoor aerial vehicle requires reliable simul- taneous loc...
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04/06/2016
Information Utilization Ratio in Heuristic Optimization Algorithms
Heuristic algorithms are able to optimize objective functions efficientl...
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03/08/2016
Variational Autoencoders for Semi-supervised Text Classification
Although semi-supervised variational autoencoder (SemiVAE) works in imag...
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05/01/2015
A Cooperative Framework for Fireworks Algorithm
This paper presents a cooperative framework for fireworks algorithm (CoF...
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01/09/2015
Introduction and Ranking Results of the ICSI 2014 Competition on Single Objective Optimization
This technical report includes the introduction and ranking results of t...
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07/29/2014
