David Lillis

According to our database, David Lillis authored at least 60 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Deep Learning Model for Heterogeneous Dataset Analysis - Application to Winter Wheat Crop Yield Prediction.

Yogesh Bansal, David Lillis, Mohand Tahar Kechadi

CoRR, 2023

A Survey on Microservices Trust Models for Open Systems.

Zhongyi Lu, Declan T. Delaney, David Lillis

IEEE Access, 2023

Argument Mining with Graph Representation Learning.

Gechuan Zhang, Paul Nulty, David Lillis

Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, 2023

2022

Enhancing Legal Argument Mining with Domain Pre-training and Neural Networks.

Gechuan Zhang, Paul Nulty, David Lillis

CoRR, 2022

A Decade of Legal Argumentation Mining: Datasets and Approaches.

Gechuan Zhang, Paul Nulty, David Lillis

Proceedings of the Natural Language Processing and Information Systems, 2022

Using Pseudo-Labelled Data for Zero-Shot Text Classification.

Congcong Wang, Paul Nulty, David Lillis

Proceedings of the Natural Language Processing and Information Systems, 2022

Experimenting with ensembles of pre-trained language models for classification of custom legal datasets.

Tamara Matthews, David Lillis

Proceedings of the 5th International Conference on Natural Language and Speech Processing, 2022

Winter Wheat Crop Yield Prediction on Multiple Heterogeneous Datasets using Machine Learning.

Yogesh Bansal, David Lillis, M. Tahar Kechadi

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2021

UCD-CS at TREC 2021 Incident Streams Track.

Congcong Wang, David Lillis

Proceedings of the Thirtieth Text REtrieval Conference, 2021

Transformer-based Multi-task Learning for Disaster Tweet Categorisation.

Congcong Wang, Paul Nulty, David Lillis

Proceedings of the 18th International Conference on Information Systems for Crisis Response and Management, 2021

Crisis Domain Adaptation Using Sequence-to-Sequence Transformers.

Congcong Wang, Paul Nulty, David Lillis

Proceedings of the 18th International Conference on Information Systems for Crisis Response and Management, 2021

2020

Multi-task Transfer Learning for Finding Actionable Information from Crisis-related Messages on Social Media.

Congcong Wang, David Lillis

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

The UCD-Net System at SemEval-2020 Task 1: Temporal Referencing with Semantic Network Distances.

Paul Nulty, David Lillis

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

A Comparative Study on Word Embeddings in Deep Learning for Text Classification.

Congcong Wang, Paul Nulty, David Lillis

Proceedings of the NLPIR 2020: 4th International Conference on Natural Language Processing and Information Retrieval, 2020

On the Evaluation of Data Fusion for Information Retrieval.

David Lillis

Proceedings of the FIRE 2020: Forum for Information Retrieval Evaluation, 2020

Delivering Multi-agent MicroServices Using CArtAgO.

Eoin O'Neill, David Lillis, Gregory M. P. O'Hare, Rem W. Collier

Proceedings of the Engineering Multi-Agent Systems - 8th International Workshop, 2020

Assessing the Influencing Factors on the Accuracy of Underage Facial Age Estimation.

Felix Anda, Brett A. Becker, David Lillis, Nhien-An Le-Khac, Mark Scanlon

Proceedings of the 2020 International Conference on Cyber Security and Protection of Digital Services, 2020

Explicit Modelling of Resources for Multi-Agent MicroServices using the CArtAgO Framework.

Eoin O'Neill, David Lillis, Gregory M. P. O'Hare, Rem W. Collier

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

UCD-CS at W-NUT 2020 Shared Task-3: A Text to Text Approach for COVID-19 Event Extraction on Social Media.

Congcong Wang, David Lillis

Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020

2019

Improving the accuracy of automated facial age estimation to aid CSEM investigations.

Felix Anda, David Lillis, Aikaterini Kanta, Brett A. Becker, Elias Bou-Harb, Nhien-An Le-Khac, Mark Scanlon

Digit. Investig., 2019

Semantic network management for next-generation networks.

Christopher J. Matheus, Aidan Boran, Dominic Carr, Rem W. Collier, Barnard Kroon, Olga Murdoch, David Lillis, Michael J. O'Grady, Gregory M. P. O'Hare

Comput. Intell., 2019

MAMS: Multi-Agent MicroServices✱.

Rem W. Collier, Eoin O'Neill, David Lillis, Gregory M. P. O'Hare

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Classification for Crisis-Related Tweets Leveraging Word Embeddings and Data Augmentation.

Congcong Wang, David Lillis

Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

Improving Borderline Adulthood Facial Age Estimation through Ensemble Learning.

Felix Anda, David Lillis, Aikaterini Kanta, Brett A. Becker, Elias Bou-Harb, Nhien-An Le-Khac, Mark Scanlon

Proceedings of the 14th International Conference on Availability, Reliability and Security, 2019

2018

Hierarchical Bloom Filter Trees for Approximate Matching.

David Lillis, Frank Breitinger, Mark Scanlon

J. Digit. Forensics Secur. Law, 2018

Towards an Open Science Platform for the Evaluation of Data Fusion.

Weinan Huang, Junyi Chen, Lei Meng, David Lillis

CoRR, 2018

Evaluating Automated Facial Age Estimation Techniques for Digital Forensics.

Felix Anda, David Lillis, Nhien-An Le-Khac, Mark Scanlon

Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018

CodEX: Source Code Plagiarism Detection Based on Abstract Syntax Tree.

Mengya Zheng, Xingyu Pan, David Lillis

Proceedings of the Proceedings for the 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Trinity College Dublin, 2018

2017

EviPlant: An efficient digital forensic challenge creation, manipulation and distribution solution.

Mark Scanlon, Xiaoyu Du, David Lillis

Digit. Investig., 2017

Expediting MRSH-v2 Approximate Matching with Hierarchical Bloom Filter Trees.

David Lillis, Frank Breitinger, Mark Scanlon

Proceedings of the Digital Forensics and Cyber Crime - 9th International Conference, 2017

2016

Current Challenges and Future Research Areas for Digital Forensic Investigation.

David Lillis, Brett A. Becker, Tadhg O'Sullivan, Mark Scanlon

CoRR, 2016

BJUT at TREC 2016 OpenSearch Track: Search Ranking Based on Clickthrough Data.

Cheng Li, Zhen Yang, David Lillis

Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

2015

Reflecting on Agent Programming with AgentSpeak(L).

Rem W. Collier, Sean Edward Russell, David Lillis

Proceedings of the PRIMA 2015: Principles and Practice of Multi-Agent Systems, 2015

Exploring AOP from an OOP perspective.

Rem W. Collier, Sean Edward Russell, David Lillis

Proceedings of the 5th International Workshop on Programming Based on Actors, 2015

2014

A User Configurable Metric for Clustering in Wireless Sensor Networks.

Lina Xu, David Lillis, Gregory M. P. O'Hare, Rem W. Collier

Proceedings of the SENSORNETS 2014 - Proceedings of the 3rd International Conference on Sensor Networks, Lisbon, Portugal, 7, 2014

2013

Giving mobile devices a SIXTH sense: Introducing the SIXTH middleware for Augmented Reality applications.

Abraham G. Campbell, Levent Görgü, Barnard Kroon, David Lillis, Dominic Carr, Gregory M. P. O'Hare

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2013

SIXTH middleware for sensor web enabled AR applications.

Abraham G. Campbell, Dominic Carr, Levent Görgü, David Lillis, Barnard Kroon, Gregory M. P. O'Hare

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2013

Intelligent Decision-Making in the Physical Environment.

David Lillis, Sean Edward Russell, Dominic Carr, Rem W. Collier, Gregory M. P. O'Hare

Proceedings of the Ambient Intelligence - 4th International Joint Conference, 2013

2012

Evaluation of a Conversation Management Toolkit for Multi Agent Programming.

David Lillis, Rem W. Collier, Howell R. Jordan

Proceedings of the Programming Multi-Agent Systems - 10th International Workshop, 2012

2011

Separation of concerns in hybrid component and agent systems.

Mauro Dragone, Howell R. Jordan, David Lillis, Rem W. Collier

Int. J. Commun. Networks Distributed Syst., 2011

UCD SIFT in the TREC 2011 Web Track.

David Leonard, Doychin Doychev, David Lillis, Fergus Toolan, Rem W. Collier, John Dunnion

Proceedings of The Twentieth Text REtrieval Conference, 2011

Applying Machine Learning Diversity Metrics to Data Fusion in Information Retrieval.

David Leonard, David Lillis, Lusheng Zhang, Fergus Toolan, Rem W. Collier, John Dunnion

Proceedings of the Advances in Information Retrieval, 2011

2010

AF-ABLE in the multi agent contest 2009.

Howell R. Jordan, Jennifer Treanor, David Lillis, Mauro Dragone, Rem W. Collier, Gregory M. P. O'Hare

Ann. Math. Artif. Intell., 2010

UCD SIFT in the TREC 2010 Web Track.

David Leonard, Lusheng Zhang, David Lillis, Fergus Toolan, Rem W. Collier, John Dunnion

Proceedings of The Nineteenth Text REtrieval Conference, 2010

Estimating probabilities for effective data fusion.

David Lillis, Lusheng Zhang, Fergus Toolan, Rem W. Collier, David Leonard, John Dunnion

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

ACRE: Agent Communication Reasoning Engine.

David Lillis, Rem W. Collier

Proceedings of The Multi-Agent Logics, Languages, and Organisations Federated Workshops (MALLOW 2010), Lyon, France, August 30, 2010

Augmenting Agent Platforms to Facilitate Conversation Reasoning.

David Lillis, Rem W. Collier

Proceedings of the Languages, Methodologies, and Development Tools for Multi-Agent Systems, 2010

2009

UCD SIFT in the TREC 2009 Web Track.

David Lillis, Fergus Toolan, Ling Lin, Rem W. Collier, John Dunnion

Proceedings of The Eighteenth Text REtrieval Conference, 2009

SoSAA: a framework for integrating components & agents.

Mauro Dragone, David Lillis, Rem W. Collier, Gregory M. P. O'Hare

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Space-Time Diagram Generation for Profiling Multi Agent Systems.

Dinh Doan Van Bien, David Lillis, Rem W. Collier

Proceedings of the Programming Multi-Agent Systems - 7th International Workshop, 2009

Call Graph Profiling for Multi Agent Systems.

Dinh Doan Van Bien, David Lillis, Rem W. Collier

Proceedings of the Languages, 2009

Hybrid Agent & Component-based Management of Backchannels.

Mauro Dragone, Gregory M. P. O'Hare, David Lillis, Rem W. Collier

Proceedings of the ICSOFT 2009, 2009

An agent-based approach to component management.

David Lillis, Rem W. Collier, Mauro Dragone, Gregory M. P. O'Hare

Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

Practical Development of Hybrid Intelligent Agent Systems with SoSAA.

Mauro Dragone, Rem W. Collier, David Lillis, Gregory M. P. O'Hare

Proceedings of the Artificial Intelligence and Cognitive Science - 20th Irish Conference, 2009

2008

Dublin Bogtrotters: Agent Herders.

Mauro Dragone, David Lillis, Conor Muldoon, Richard Tynan, Rem W. Collier, Gregory M. P. O'Hare

Proceedings of the Programming Multi-Agent Systems, 2008

Extending Probabilistic Data Fusion Using Sliding Windows.

David Lillis, Fergus Toolan, Rem W. Collier, John Dunnion

Proceedings of the Advances in Information Retrieval , 2008

2006

Probability-based fusion of information retrieval result sets.

David Lillis, Fergus Toolan, Angel Mur, Liu Peng, Rem W. Collier, John Dunnion

Artif. Intell. Rev., 2006

Probabilistic data fusion on a large document collection.

David Lillis, Fergus Toolan, Rem W. Collier, John Dunnion

Artif. Intell. Rev., 2006

ProbFuse: a probabilistic approach to data fusion.

David Lillis, Fergus Toolan, Rem W. Collier, John Dunnion

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

2005

A Self-configuring Agent-Based Document Indexing System.

Liu Peng, Rem W. Collier, Angel Mur, David Lillis, Fergus Toolan, John Dunnion

Proceedings of the Multi-Agent Systems and Applications IV, 2005