A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning [PDF]
PRIVATENLP, 2021 We curated WikiPII, an automatically labeled dataset composed of Wikipedia biography pages, annotated for personal information extraction. Although automatic annotation can lead to a high degree of label noise, it is an inexpensive process and can ...
Rajitha Hathurusinghe +2 more
semanticscholar +1 more source
Semi-Automatic Annotation For Visual Object Tracking [PDF]
2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021 We propose a semi-automatic bounding box annotation method for visual object tracking by utilizing temporal information with a tracking-by-detection approach.
K. G. Ince +3 more
semanticscholar +1 more source
Survey of Research on Automatic Music Annotation and Classification Methods [PDF]
Jisuanji kexue yu tansuo, 2023 Music is one of the most popular forms of art and entertainment, and it is an artistic language to express or entrust people??s feelings. However, with the rapid increase of digital music, it is very difficult to manage and filter music through shallow ...
ZHANG Rulin, WANG Hailong, LIU Lin, PEI Dongmei
doaj +1 more source
Automatic Annotation Performance of TextBlob and VADER on Covid Vaccination Dataset
Intelligent Automation and Soft Computing, 2022 With the recent boom in the corpus size of sentiment analysis tasks, automatic annotation is poised to be a necessary alternative to manual annotation for generating ground truth dataset labels.
B. Alenzi +5 more
semanticscholar +1 more source
Automatic Cell Type Annotation Using Marker Genes for Single-Cell RNA Sequencing Data
Biomolecules, 2022 Recent advancement in single-cell RNA sequencing (scRNA-seq) technology is gaining more and more attention. Cell type annotation plays an essential role in scRNA-seq data analysis. Several computational methods have been proposed for automatic annotation.
Yu Chen, Shuqin Zhang
doaj +1 more source
Automatic annotation correction for wearable EEG based epileptic seizure detection
Journal of Neural Engineering, 2022 Objective. Video-electroencephalography (vEEG), which defines the ground truth for the detection of epileptic seizures, is inadequate for long-term home monitoring.
Jingwei Zhang +7 more
semanticscholar +1 more source
Developing Multi-Labelled Corpus of Twitter Short Texts: A Semi-Automatic Method
Systems, 2023 Facing fast-increasing electronic documents in the Digital Media Age, the need to extract textual features of online texts for better communication is growing.
Xuan Liu +6 more
doaj +1 more source
Incremental Hierarchical Clustering driven Automatic Annotations for Unifying IoT Streaming Data
International Journal of Interactive Multimedia and Artificial Intelligence, 2020 In the Internet of Things (IoT), Cyber-Physical Systems (CPS), and sensor technologies huge and variety of streaming sensor data is generated. The unification of streaming sensor data is a challenging problem.
Edward Núñez-Valdez +3 more
doaj +1 more source
A Review of Methods for The Image Automatic Annotation
Journal of Physics: Conference Series, 2021 Nowadays, image annotation has attracted extensive attention due to the explosive growth of image data. Large amount of researches on AIA have been proposed, mainly including classification-based methods and probabilistic modeling methods. In this paper,
M. M. Adnan +4 more
semanticscholar +1 more source
Semi-Automatic Cloud-Native Video Annotation for Autonomous Driving
Applied Sciences, 2020 An innovative solution named Annotation as a Service (AaaS) has been specifically designed to integrate heterogeneous video annotation workflows into containers and take advantage of a cloud native highly scalable and reliable design based on Kubernetes ...
Sergio Sánchez-Carballido +3 more
doaj +1 more source