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mella » della (Expand Search), bella (Expand Search), ella (Expand Search)
dell » well (Expand Search), cell (Expand Search), deal (Expand Search)
else » ease (Expand Search)
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User Profiling Based on Nonlinguistic Audio Data
Published 2021“…In this article, we are the first to build a user profiling system to infer gender and personality based on nonlinguistic audio. Instead of linguistic or acoustic features that are unable to extract, we focus on conversational features that could reflect AoIs. …”
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Article -
167
Implementation of Vision-Based Navigation for Pedestrian Environments
Published 2023“…This pipeline utilizes 3D monocular object tracking in combination with an advanced Kalman-filter based geometric tracking scheme to track nearby pedestrians, in combination with full SLAM for localization and a reinforcement-learning based navigation stack to navigate through challenging dynamic multi-agent environments. …”
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Thesis -
168
Nanoparticle-based monitoring of stem cell therapy
Published 2013“…This theme issue provides a timely overview on the current status of stem cell tracking with the nanoparticle-based contrast agents.…”
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Journal Article -
169
Empirical comparison of bagging-based ensemble classifiers
Published 2014“…The classifiers are evaluated with thirteen binary class datasets and the empirical results show that the ensemble methods employed in the four ensemble classifiers boost the testing accuracy by 1-5% on average from their base classifiers. In addition, the testing accuracy can be improved by increasing the number of base classifiers. …”
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Conference Paper -
170
Iron- and calcium-based biogrouts for porous soils
Published 2014“…Therefore, two new biogrouts or microbial-based grouting materials were developed. The first was a calcium-based biogrout, which contained urease-producing bacteria, calcium chloride and urea for the crystallisation of calcite due to enzymatic hydrolysis of urea. …”
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Journal Article -
171
Carbon nanotube based (Bio) electronic devices
Published 2008“…Novel single-walled carbon nanotube (SWNT) based biosensors and chemical sensors for real-time detection of organophosphate and nitrylphenol compounds, respectively, have been developed. …”
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Thesis -
172
AI based stock market trending analysis
Published 2020“…For stock price forecasting, a long-short-term-memory model was chosen based on its stock price forecasting performance among 4 other baseline models. …”
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Final Year Project (FYP) -
173
Object grasping of humanoid robot based on YOLO
Published 2020“…This paper presents a system that aims to achieve autonomous grasping for micro-controller based humanoid robots such as the Inmoov robot [1]. …”
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Conference Paper -
174
Point cloud based loop detection and localization
Published 2020“…As well, two retrieval mechanisms, temporal consistency retrieve (TCR) and temporal spatial consistency retrieve (TSCR), were proposed to improve the localization performance based on the original PointNetVLAD method. The results show that the loop detection method is feasible and has good performance. …”
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Thesis-Master by Coursework -
175
Inaudible echo-based indoor position recognition
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Final Year Project (FYP) -
176
Machine learning based retinal vessel detection
Published 2021“…Vessel Detection/segmentation based on computer vision and machine learning provides an efficient and economic benefit tool for retinal image analysis. …”
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Thesis-Master by Coursework -
177
Graph optimization approach to range-based localization
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Journal Article -
178
Deep machine learning based scene understanding
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Final Year Project (FYP) -
179
Class-based attack on graph convolution network
Published 2022“…The perturbation of fake nodes was based on the corresponding feature of the class and connected to different classes(dConnClass) or the same class(sConnClass), aiming to minimise the classification accuracy of the graph convolutional network.…”
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Final Year Project (FYP) -
180
Aspect-based sentiment analysis using BERT
Published 2022“…Aspect-based sentiment analysis extracts and identifies fine-grained sentiment polarities for a specific aspect. …”
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Final Year Project (FYP)