activity
20182023
most citedBig Data and Privacy Issues for Connected Vehicles in Intelligent Transportation Systems

19 citations · 50 across the 16 of their papers we have counts for

collaborators

16 papers

cs.CR2023

Can we Quantify Trust? Towards a Trust-based Resilient SIoT Network

Subhash Sagar, Adnan Mahmood, Quan Z. Sheng +2

The emerging yet promising paradigm of the Social Internet of Things (SIoT) integrates the notion of the Internet of Things with human social networks. In SIoT, objects, i.e., thin…

cs.DL2023★ 6 cited

When Large Language Models Meet Citation: A Survey

Yang Zhang, Yufei Wang, Kai Wang +5

Citations in scholarly work serve the essential purpose of acknowledging and crediting the original sources of knowledge that have been incorporated or referenced. Depending on the…

cs.CL2023

Learning to Select the Relevant History Turns in Conversational Question Answering

Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng +3

The increasing demand for the web-based digital assistants has given a rapid rise in the interest of the Information Retrieval (IR) community towards the field of conversational qu…

cs.CL2023

Keeping the Questions Conversational: Using Structured Representations to Resolve Dependency in Conversational Question Answering

Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang +1

Having an intelligent dialogue agent that can engage in conversational question answering (ConvQA) is now no longer limited to Sci-Fi movies only and has, in fact, turned into a re…

cs.LG2022

GCN-based Multi-task Representation Learning for Anomaly Detection in Attributed Networks

Venus Haghighi, Behnaz Soltani, Adnan Mahmood +2

Anomaly detection in attributed networks has received a considerable attention in recent years due to its applications in a wide range of domains such as finance, network security,…

cs.DC2022

A Survey on Participant Selection for Federated Learning in Mobile Networks

Behnaz Soltani, Venus Haghighi, Adnan Mahmood +2

Federated Learning (FL) is an efficient distributed machine learning paradigm that employs private datasets in a privacy-preserving manner. The main challenges of FL is that end de…

cs.SI2022

Reconnecting the Estranged Relationships: Optimizing the Influence Propagation in Evolving Networks

Taotao Cai, Qi Lei, Quan Z. Sheng +3

Influence Maximization (IM), which aims to select a set of users from a social network to maximize the expected number of influenced users, has recently received significant attent…

cs.SI2022★ 10 cited

Trust-SIoT: Towards Trustworthy Object Classification in the Social Internet of Things

Subhash Sagar, Adnan Mahmood, Kai Wang +2

The recent emergence of the promising paradigm of the Social Internet of Things (SIoT) is a result of an intelligent amalgamation of the social networking concepts with the Interne…

cs.SI2022★ 5 cited

Understanding the Trustworthiness Management in the Social Internet of Things: A Survey

Subhash Sagar, Adnan Mahmood, Quan Z. Sheng +2

The next generation of the Internet of Things (IoT) facilitates the integration of the notion of social networking into smart objects (i.e., things) in a bid to establish the socia…

cs.CL2021★ 3 cited

Conversational Question Answering: A Survey

Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng +2

Question answering (QA) systems provide a way of querying the information available in various formats including, but not limited to, unstructured and structured data in natural la…

cs.CL2021★ 1 cited

BERT-CoQAC: BERT-based Conversational Question Answering in Context

Munazza Zaib, Dai Hoang Tran, Subhash Sagar +3

As one promising way to inquire about any particular information through a dialog with the bot, question answering dialog systems have gained increasing research interests recently…

cs.CR2021★ 1 cited

Towards a Machine Learning-driven Trust Evaluation Model for Social Internet of Things: A Time-aware Approach

Subhash Sagar, Adnan Mahmood, Quan Z. Sheng +2

The emerging paradigm of the Social Internet of Things (SIoT) has transformed the traditional notion of the Internet of Things (IoT) into a social network of billions of interconne…

cs.CR2021

Trust Computational Heuristic for Social Internet of Things: A Machine Learning-based Approach

Subhash Sagar, Adnan Mahmood, Quan Z. Sheng +1

The Internet of Things (IoT) is an evolving network of billions of interconnected physical objects, such as numerous sensors, smartphones, wearables, and embedded devices. These ph…

cs.DC2020

The 10 Research Topics in the Internet of Things

Wei Emma Zhang, Quan Z. Sheng, Adnan Mahmood +7

Since the term first coined in 1999 by Kevin Ashton, the Internet of Things (IoT) has gained significant momentum as a technology to connect physical objects to the Internet and to…

cs.HC2018★ 5 cited

Potential of Augmented Reality for Intelligent Transportation Systems

Adnan Mahmood, Bernard Butler, Brendan Jennings

Rapid advances in wireless communication technologies coupled with ongoing massive development in vehicular networking standards and innovations in computing, sensing, and analytic…

cs.CY2018★ 19 cited

Big Data and Privacy Issues for Connected Vehicles in Intelligent Transportation Systems

Adnan Mahmood, Hushairi Zen, Shadi M. S. Hilles

The evolution of Big Data in large-scale Internet-of-Vehicles has brought forward unprecedented opportunities for a unified management of the transportation sector, and for devisin…