Jun Hong's Outputs (10)

Vulnerability detection through machine learning-based fuzzing: A systematic review (2024)
Journal Article

Modern software and networks underpin our digital society, yet the rapid growth of vulnerabilities that are uncovered within these threaten our cyber security posture. Addressing these issues at scale requires automated proactive approaches that can... Read More about Vulnerability detection through machine learning-based fuzzing: A systematic review.

Privacy preserving record linkage in the presence of missing values (2017)
Journal Article

© 2017 The problem of record linkage is to identify records from two datasets, which refer to the same entities (e.g. patients). A particular issue of record linkage is the presence of missing values in records, which has not been fully addressed. An... Read More about Privacy preserving record linkage in the presence of missing values.

A novel ensemble learning approach to unsupervised record linkage (2017)
Journal Article

© 2017 Record linkage is a process of identifying records that refer to the same real-world entity. Many existing approaches to record linkage apply supervised machine learning techniques to generate a classification model that classifies a pair of r... Read More about A novel ensemble learning approach to unsupervised record linkage.

Managing different sources of uncertainty in a BDI framework in a principled way with tractable fragments (2017)
Journal Article

The Belief-Desire-Intention (BDI) architecture is a practical approach for modelling large-scale intelligent systems. In the BDI setting, a complex system is represented as a network of interacting agents – or components – each one modelled based on... Read More about Managing different sources of uncertainty in a BDI framework in a principled way with tractable fragments.

Tweet for behavior change: Using social media for the dissemination of public health messages (2017)
Journal Article

Background: Social media public health campaigns have the advantage of tailored messaging at low cost and large reach, but little is known about what would determine their feasibility as tools for inducing attitude and behavior change.
Objective: Th... Read More about Tweet for behavior change: Using social media for the dissemination of public health messages.

A collaborative multiagent framework based on online risk-aware planning and decision-making (2017)
Journal Article

Planning is an essential process in teams of multiple agents pursuing a common goal. When the effects of actions undertaken by agents are uncertain, evaluating the potential risk of such actions alongside their utility might lead to more rational dec... Read More about A collaborative multiagent framework based on online risk-aware planning and decision-making.

Context-dependent combination of sensor information in Dempster–Shafer theory for BDI (2016)
Journal Article

© 2016, The Author(s). There has been much interest in the belief–desire–intention (BDI) agent-based model for developing scalable intelligent systems, e.g. using the AgentSpeak framework. However, reasoning from sensor information in these large-sca... Read More about Context-dependent combination of sensor information in Dempster–Shafer theory for BDI.

Uncertain information combination for decision making in smart grid BDI agent systems (2016)
Journal Article

In a smart grid SCADA (supervisory control and data acquisition) system, sensor information (e.g. temperature, voltage, frequency, etc.) from heterogeneous sources can be used to reason about the true system state (e.g. faults, attacks, etc.). Before... Read More about Uncertain information combination for decision making in smart grid BDI agent systems.

A survey of location inference techniques on Twitter (2015)
Journal Article

© The Author(s) 2015. The increasing popularity of the social networking service, Twitter, has made it more involved in day-to-day communications, strengthening social relationships and information dissemination. Conversations on Twitter are now bein... Read More about A survey of location inference techniques on Twitter.

From inconsistency handling to non-canonical requirements management: A logical perspective (2012)
Journal Article

As a class of defects in software requirements specification, inconsistency has been widely studied in both requirements engineering and software engineering. It has been increasingly recognized that maintaining consistency alone often results in som... Read More about From inconsistency handling to non-canonical requirements management: A logical perspective.