Sarah Jane Delany

Manuela Nayantara Jeyaraj

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Using ChatGPT to Generate Gendered Language.

[BibT_eX]

[DOI]

Shweta Soundararajan

Proceedings of the 31st Irish Conference on Artificial Intelligence and Cognitive Science, 2023

2022

k-Nearest Neighbour Classifiers - A Tutorial.

[BibT_eX]

[DOI]

Pádraig Cunningham

ACM Comput. Surv., 2022

Addressing the "Leaky Pipeline": A Review and Categorisation of Actions to Recruit and Retain Women in Computing Education.

[BibT_eX]

[DOI]

CoRR, 2022

Exploring the Impact of Gender Bias Mitigation Approaches on a Downstream Classification Task.

[BibT_eX]

[DOI]

Nasim Sobhani

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

Arabic Medical Community Question Answering Using ON-LSTM and CNN.

[BibT_eX]

[DOI]

Proceedings of the ICMLC 2022: 14th International Conference on Machine Learning and Computing, Guangzhou, China, February 18, 2022

Arabic Question Classification using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the CCRIS 2022: 3rd International Conference on Control, Robotics and Intelligent System, Virtual Event, China, August 26, 2022

Identity Term Sampling for Measuring Gender Bias in Training Data.

[BibT_eX]

[DOI]

Nasim Sobhani

Manuela Nayantara Jeyaraj

Proceedings of the Artificial Intelligence and Cognitive Science - 30th Irish Conference, 2022

Author Gender Identification Considering Gender Bias.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Cognitive Science - 30th Irish Conference, 2022

2021

Feature Selection Tutorial with Python Examples.

[BibT_eX]

[DOI]

Bahavathy Kathirgamanathan

CoRR, 2021

Wider Vision: Enriching Convolutional Neural Networks via Alignment to External Knowledge Bases.

[BibT_eX]

[DOI]

Xuehao Liu

CoRR, 2021

Fairer Evaluation of Zero Shot Action Recognition in Videos.

[BibT_eX]

[DOI]

Kaiqiang Huang

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Interactive Learning Approach for Arabic Target-Based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

2020

Comparing tagging suggestion models on discrete corpora.

[BibT_eX]

[DOI]

Bojan Bozic

Andre Rios

Int. J. Web Inf. Syst., 2020

Algorithmic Bias and Regularisation in Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2020

k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples).

[BibT_eX]

[DOI]

CoRR, 2020

Underestimation Bias and Underfitting in Machine Learning.

[BibT_eX]

[DOI]

Pádraig Cunningham

Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

Exploration of Approaches to Arabic Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 17th Extended Semantic Web Conference (ESWC 2020), 2020

Active Learning for Auditory Hierarchy.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Extraction, 2020

2019

The Use of Deep Learning Distributed Representations in the Identification of Abusive Text.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

Sound Transformation: Applying Image Neural Style Transfer Networks to Audio Spectograms.

[BibT_eX]

[DOI]

Xuehao Liu

Proceedings of the Computer Analysis of Images and Patterns, 2019

2018

A Comparison of Classical Versus Deep Learning Techniques for Abusive Content Detection on Social Media Sites.

[BibT_eX]

[DOI]

Proceedings of the Social Informatics, 2018

From Rankings to Ratings: Rank Scoring via Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Emerging Topics in Semantic Technologies, 2018

Rank Scoring via Active Learning (RaScAL).

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Augmenting Intelligence with Humans-in-the-Loop co-located with 17th International Semantic Web Conference (ISWC 2018), 2018

Validation of Tagging Suggestion Models for a Hotel Ticketing Corpus.

[BibT_eX]

[DOI]

Bojan Bozic

André Ríos

Proceedings of the 20th International Conference on Information Integration and Web-based Applications & Services, 2018

2017

Presenting a labelled dataset for real-time detection of abusive user posts.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Web Intelligence, 2017

Rating by Ranking: An Improved Scale for Judgement-Based Labels.

[BibT_eX]

[DOI]

Proceedings of the 4th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2017), 2017

Multiparty computations in varying contexts.

[BibT_eX]

[DOI]

Paul Laird

Pierpaolo Dondio

Proceedings of the IEEE Conference on Dependable and Secure Computing, 2017

Abusive Text Detection Using Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Ireland, December 7, 2017

2016

Active learning for text classification with reusability.

[BibT_eX]

[DOI]

Rong Hu

Expert Syst. Appl., 2016

Model-Free and Model-Based Active Learning for Regression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence Systems, 2016

Harnessing the Power of Text Mining for the Detection of Abusive Content in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence Systems, 2016

Modeling Mental Workload Via Rule-Based Expert System: A Comparison with NASA-TLX and Workload Profile.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2016

Sentiment Classification Using Negation as a Proxy for Negative Sentiment.

[BibT_eX]

[DOI]

Bruno Ohana

Brendan Tierney

Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

Deep Level Lexical Features for Cross-lingual Authorship Attribution.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Modeling, 2016

Activist: A New Framework for Dataset Labelling.

[BibT_eX]

[DOI]

Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science, 2016

2014

Dynamic estimation of worker reliability in crowdsourcing for regression tasks: Making it work.

[BibT_eX]

[DOI]

Alexey Tarasov

Expert Syst. Appl., 2014

NudgeAlong: A Case Based Approach to Changing User Behaviour.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2014

2013

Using semi-supervised classifiers for credit scoring.

[BibT_eX]

[DOI]

Kenneth Kennedy

J. Oper. Res. Soc., 2013

Drift detection using uncertainty distribution divergence.

[BibT_eX]

[DOI]

Patrick Lindstrom

Evol. Syst., 2013

A window of opportunity: Assessing behavioural scoring.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

Report on the 21st International Conference on Case-Based Reasoning.

[BibT_eX]

[DOI]

Santiago Ontañón

William E. Cheetham

AI Mag., 2013

2012

Profiling instances in noise reduction.

[BibT_eX]

[DOI]

Nicola Segata

Knowl. Based Syst., 2012

SMS spam filtering: Methods and data.

[BibT_eX]

[DOI]

Mark Buckley

Derek Greene

Expert Syst. Appl., 2012

Dynamic Estimation of Rater Reliability in Subjective Tasks Using Multi-armed Bandits.

[BibT_eX]

[DOI]

Alexey Tarasov

Proceedings of the 2012 International Conference on Privacy, 2012

A Case-Based Approach to Cross Domain Sentiment Classification.

[BibT_eX]

[DOI]

Bruno Ohana

Brendan Tierney

Proceedings of the Case-Based Reasoning Research and Development, 2012

2011

Benchmarking classification models for emotion recognition in natural speech: A multi-corporal study.

[BibT_eX]

[DOI]

Alexey Tarasov

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Domain Independent Sentiment Classification with Many Lexicons.

[BibT_eX]

[DOI]

Bruno Ohana

Brendan Tierney

Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2011

2010

Noise reduction for instance-based learning with a local maximal margin approach.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2010

CBTV: Visualising Case Bases for Similarity Measure Design and Selection.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning. Research and Development, 2010

EGAL: Exploration Guided Active Learning for TCBR.

[BibT_eX]

[DOI]

Rong Hu

Proceedings of the Case-Based Reasoning. Research and Development, 2010

Handling Concept Drift in a Text Data Stream Constrained by High Labelling Cost.

[BibT_eX]

[DOI]

Patrick Lindstrom

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Off to a Good Start: Using Clustering to Select the Initial Training Set in Active Learning.

[BibT_eX]

[DOI]

Rong Hu

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

2009

The Good, the Bad and the Incorrectly Classified: Profiling Cases for Case-Base Editing.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning Research and Development, 2009

Learning without Default: A Study of One-Class Classification and the Low-Default Portfolio Problem.

[BibT_eX]

[DOI]

Kenneth Kennedy

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

2008

Supervised Learning.

[BibT_eX]

[DOI]

Pádraig Cunningham

Matthieu Cord

Proceedings of the Machine Learning Techniques for Multimedia, 2008

Back to the Future: Knowledge Light Case Base Cookery.

[BibT_eX]

Proceedings of the ECCBR 2008, 2008

2007

Editorial: the 18th artificial intelligence and cognitive science conference (AICS-07).

[BibT_eX]

[DOI]

Michael G. Madden

Artif. Intell. Rev., 2007

About the authors.

[BibT_eX]

[DOI]

Michael G. Madden

Artif. Intell. Rev., 2007

Catching the Drift: Using Feature-Free Case-Based Reasoning for Spam Filtering.

[BibT_eX]

[DOI]

Derek G. Bridge

Proceedings of the Case-Based Reasoning Research and Development, 2007

2006

Textual case-based reasoning for spam filtering: a comparison of feature-based and feature-free approaches.

[BibT_eX]

[DOI]

Derek G. Bridge

Artif. Intell. Rev., 2006

A methodology for comparing classifiers that allow the control of bias.

[BibT_eX]

[DOI]

Anton Zamolotskikh

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

A Comparison of Ensemble and Case-Base Maintenance Techniques for Handling Concept Drift in Spam Filtering.

[BibT_eX]

[DOI]

Alexey Tsymbal

Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

ECUE: A Spam Filter that Uses Machine Leaming to Track Concept Drift.

[BibT_eX]

Barry Smyth

Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

2005

A case-based technique for tracking concept drift in spam filtering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2005

An Assessment of Case-Based Reasoning for Spam Filtering.

[BibT_eX]

[DOI]

Lorcan Coyle

Artif. Intell. Rev., 2005

Generating Estimates of Classification Confidence for a Case-Based Spam Filter.

[BibT_eX]

[DOI]

Proceedings of the Case-Based Reasoning, 2005

2004

OpenMVC: a non-proprietry component-based framework for web applications.

[BibT_eX]

[DOI]

Ronan Barrett

Proceedings of the 13th international conference on World Wide Web, 2004

An Analysis of Case-Base Editing in a Spam Filtering System.

[BibT_eX]

[DOI]