Recent Advances in Text Anonymization: A Systematic Review
This survey presents a unified, cross‐domain overview of text anonymization from 2021 to 2025, covering methods from rule‐based to LLM‐based approaches, relevant datasets, benchmarks, and evaluation strategies. It highlights the critical trade‐off between privacy and utility, underscores the importance of standardizing evaluation protocols and metrics,
Marina Litvak, Alípio Jorge
wiley +1 more source
ABSTRACT Background The use of coercion or persuasion raises ethical challenges but may be justified when prehospital patients require immediate treatment and are unable to consent. This study aims to describe the characteristics of coerced or persuaded adult pre‐hospital patients in the Region of Southern Denmark.
Sif Højmark Vobbe +7 more
wiley +1 more source
Enhanced Video Anomaly Detection Through Dual Triplet Contrastive Loss for Hard Sample Discrimination. [PDF]
Niu C, Meng S, Wang R.
europepmc +1 more source
Making Mining Licit: Gold, Commodification, and the Everyday Performance of Law in Colombia
ABSTRACT Ethnographies of resource‐making have shown that the extraction of resource value from objects is premised on obviating the emplaced lifeworlds that surrounded objects before they traveled to consumer markets. Much of this literature looks at such supply‐chain disentanglement from the viewpoint of corporate and formal regulatory practices ...
Jesse Jonkman
wiley +1 more source
CRIME DATA ANALYSIS WITH ASSOCIATION RULE MINING
openaire +1 more source
Government service delivery and citizen satisfaction in Gauteng, South Africa. [PDF]
Osuafor GN, Likoko S, Akokuwebe ME.
europepmc +1 more source
Satellite‐Based Fishing Fleet Tracking: A New Foundation for Fisheries Science and Management
ABSTRACT Satellite‐based vessel‐tracking technologies have ushered in a new era for monitoring fishing activity at scale. By combining artificial intelligence (AI) methods with remotely‐sensed data, researchers can now detect, classify and analyse fishing behaviour across vast and previously unobservable ocean regions.
Jennifer Raynor, Tai Lohrer
wiley +1 more source
Crime Data Mining an Indian Perspective
openaire +1 more source
Mechanisms linking parents' education level to adolescent gaming disorder among Chinese Special School students: serial mediating effects of emotional abuse experience and psychopathy. [PDF]
Tuo ZT +6 more
europepmc +1 more source
Catch Me If You Can: The Dynamic Nature of Bias in Machine Learning Applications
ABSTRACT Bias in machine learning (ML) applications represents systematic differences between expected and actual values of the predicted outputs, such that certain individuals or groups are systematically and disproportionately (dis)advantaged. This paper investigates the dynamic nature of bias in ML applications.
Monideepa Tarafdar, Irina Rets, Yang Hu
wiley +1 more source

