Peer Reviewed Publications




(2021), Lee T, Mckeever S, Courtney J. Flying Free: A Research Overview of Deep Learning in Drone Navigation Autonomy. Drones. 2021; 5(2):52. https://doi.org/10.3390/drones5020052

(2021), Eltaher, F, Taha, A, Courtney, J, McKeever, S: "A Systematic Review of Urban Navigation Systems for Visually Impaired People", Sensors 2021, 21, 3103. https://doi.org/10.3390/s21093103

(2021),Trevor Doherty, Susan McKeever, Nebras Al-Attar, Tiarnán Murphy, Claudia Aura, Arman Rahman,cAmanda O’Neill, Stephen P Finn, Elaine Kay, William Gallagher,c R. William G. Watson,d Gowen Aoife,‡ and Patrick Jackman, Feature Fusion of Raman Chemical Imaging and Digital Histopathology using Machine Learning for Prostate Cancer Detection, Journal  - Analyst (Royal Society of Chemistry) , Preprint available here.

(2021) Ayman Taha, Hadi, Ali, Cosgrave, Bernard, McKeever, Susan Presenting a Fast Multiple Association-Based Feature Selection Algorithm for Unsupervised Mixed Data Sets, submitted to Pattern Recognition (under review).

(2021)  Liu, Xuehao, Delany, Sarah Jane, McKeever, Susan "Wider Vision: Enriching Convolutional Neural Networks via Alignment to External Knowledge Bases", 1st International Workshop on Machine Reasoning (MRC2021), with The 14th ACM International Conference on Web Search and Data Mining;

(2021), Syed Ibrahim Hassan1a, Dympna O’Sullivan1band Susan Mckeever, Pot-hole Detection under Diverse Conditions using Object Detection Models, International Conference on Image Processing and Vision Engineering IMPROVE 2021, April 2021. 

(2021) Ullah, Ihsan;  Rios, Andre;  Mckeever, Susan: "XPlainIT – A demonstrator for explaining deep learning models trained over structured data", 25th International Conference on Pattern Recognition, ICPR2020, Milan, Italy, January 2021.  Demo details available here

(2020) Ullah, Ihsan;  Rios, Andre; Gala,Vaibhav ; Mckeever, Susan; "Explaining Deep Learning Models for Structured Data using Layer-Wise Relevance Propagation", published on ArXiv at https://arxiv.org/abs/2011.13429, submitted to Journal of Information Fusion

(2020)  Huang, Kaiqiang; Delaney, Sarah Jane; Mckeever, Susan "Fairer Evaluation of Zero Shot Action Recognition in Videos'', 16th International Conference on Computer Vision Theory and Applications  VISAPP 2021, February 2021, online. 

(2020) Shariat Panah, Davoud, Hines, Andrew, McKeever, Susan; Exploring Composite Dataset Biases for Heart Sound Classification, The 28th Irish conference on Artificial Intelligence and Cognitive Science (AICS2020), Dublin, Ireland. 

(2020) Walia, Manhar, Tierney, Brendan, McKeever, Susan; Synthesising Tabular Data using Wasserstein Conditional GANS with Gradient Penalty (WCGAN-GP), The 28th Irish conference on Artificial Intelligence and Cognitive Science (AICS2020), Dublin, Ireland. 

(2020) Queiroz, Andrei; Keegan, Brian;  McKeever, Susan;  Moving Targets: Addressing Concept Drift in Supervised Models for Hacker Communication Detection; CyberSA 2020 : IEEE International Conference on Cyber Situational Awareness, Data Analytics and Assessment, Dublin, Ireland, June 2020

(2019) Queiroz, Andrei; McKeever, Susan; Keegan, Brian;  Detecting Hacker threats: Performance of word and sentence embedding models in identifying
hacker communications; AICS 2019 : 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, Galway, Ireland, December 2019

(2019) Doherty T., McKeever, S; Al Attar, N., Murphy,T., Gonzalez,  C.A., Watson,W., Gallagher, W., Finn,S., Kay,E., Gowen, A., Jackman, P;  Multimodal Fusion of Raman Chemical Imaging & Digital Pathology using Machine Learning for the Classification of Prostate Cancer, 6th Digital Pathology and AI congress, London, English, December 2019.

(2019) Queiroz, Andrei; McKeever, Susan; Keegan, Brian;  Eavesdropping hackers: Detecting Software Vulnerability Communication on Social
Media Using Text Mining; Cyber 2019 : 4th International Conference on Cyber-Technologies and Cyber-Systems, Porto, Portugal, September 2019

(2019) Huang, Kaiqiang; Delany, Sarah Jane; McKeever, Susan;  Human Action Recognition in Videos using Transfer Learning; Irish Machine Vision and Image Processing conference IMVIP 2019, Dublin, Ireland, August 2019

(2019) Liu, Xuehao; Delany, Sarah Jane; McKeever, Susan;  Sound Transformation: Audio Mixing Using Image Neural Style Transfer Networks, 18th International Conference on Computer Analysis of Images and Patterns CAIP 2019, Salermo, Italy, September 2019

(2019) Mesabbah, Mohammed; Abo-Hamad, Waleed; McKeever, Susan;  A Hybrid Process Mining Framework for Automated Simulation Modelling for Healthcare, Winter Simulation Conference 2019 WSC2019, Maryland, US.

(2019) Chen, Hao; McKeever, Susan; Delany, Susan Jane; The Use of Deep Learning Distributed Representations in the Identification of Abusive Text, 13th International AAAI Conference on Web and Social Media ICWSM-2019, Munich, Germany, June 2019

(2018) Chen, Hao; McKeever, Susan; Delany, Susan Jane; A Comparison of Classical versus Deep Learning Techniques for Abusive Content Detection on Social Media Sites,  10th International Conference on Social Informatics, St Petersburg, Russia, 2018. 

(2018) Mesabbah, Mohammed & McKeever, Susan; Presenting a Hybrid Processing Mining Framework for Automated Simulation Model Generation, Winter Simulation Conference, 2018, Gothenburg Sweden

(2017) Chen, Hao; Mckeever, Susan; Delany, Sarah Jane; Abusive Text Detection using Neural Networks, AICS 2017, Dublin Ireland.

(2017) Chen, Hao; Mckeever, Susan; Delany, Sarah Jane  Presenting a labelled dataset for real-time detection of abusive user posts. In Proceedings of the International Conference on Web Intelligence (WI '17). ACM, New York, NY, USA, 884-890

(2017) Chen, Hao; Mckeever, Susan; Delany, Sarah Jane; Harnessing the Power of Text Mining for the Detection of Abusive Content in Social Media; Advances in Computational Intelligence Systems 187-205 Springer International Publishing.

(2017) Mahdi, Fahad Parvez; Habib, Md; Ahad, Md; Rahman, Atiqur; Mckeever, Susan; Moslehuddin, ASM; Vasant, Pandian; Face recognition-based real-time system for surveillance Intelligent Decision Technologies 11 1 79-92 IOS Press

(2017) Chen, Hao; Mckeever, Susan; Delany, Sarah Jane; Presenting a labelled dataset for real-time detection of abusive user posts Proceedings of the International Conference on Web Intelligence 884-890 ACM  

(2013) McKeever, Susan; Ye, Juan; A Comparison of Evidence Fusion Rules for Situation Recognition in Sensor-Based Environments International Joint Conference on Ambient Intelligence 163-175 Springer, Cham

(2012) Ye, Juan; Dobson, Simon; McKeever, Susan; Situation identification techniques in pervasive computing: A review Pervasive and mobile computing ,  8 1 36-66 Elsevier

(2011) McKeever, Susan; Recognising situations using extended Dempster-Shafer theory University College Dublin

(2010) Mckeever, Susan; Ye, Juan; Coyle, Lorcan; Bleakley, Chris; Dobson, Simon; Activity recognition using temporal evidence theory Journal of Ambient Intelligence and Smart Environments 2 3 253-269 IOS Press

(2010) Ye, Juan; Coyle, Lorcan; McKeever, Susan; Dobson, Simon; Dealing with activities with diffuse boundaries, Proceedings of Pervasive 2010 workshop on How to do good activity recognition research? Experimental methodologies, evaluation metrics, and reproducibility issues . Helsinki, Finland. May 17-21, 2010 

(2009) McKeever, Susan; Ye, Juan; Coyle, Lorcan; Dobson, Simon; Using dempster-shafer theory of evidence for situation inference European Conference on Smart Sensing and Context 149-162 Springer, Berlin, Heidelberg

(2009) McKeever, Susan; Ye, Juan; Coyle, Lorcan; Dobson, Simon; A context quality model to support transparent reasoning with uncertain context Quality of Context 65-75 Springer, Berlin, Heidelberg

(2009) Coyle, Lorcan; Ye, Juan; McKeever, Susan; Knox, Stephen; Staelber, Mathew; Dobson, Simon; Nixon, Paddy; Gathering datasets for activity identification CHI 2009, Boston, USA. 4-9 April 2009

(2009) Ye, Juan; Dobson, Simon; Ye, Juan; Dobson, Simon; Nixon, Paddy; McKeever, Susan; Ye, Juan; Coyle, Lorcan; Dobson, Simon A; Ye, Juan; Exploring Semantics Using Context Lattices, Journal of Ambient Intelligence and Smart Environments 5741 149-162 IOS Press

(2008) J Ye, S McKeever, L Coyle, S Neely, S Dobson "Resolving uncertainty in context integration and abstraction", : context integration and abstraction, ICPS '08 Proceedings of the 5th international conference on Pervasive services, Pages 131-140, Sorrento, Italy — July 06 - 10, 2008 

(2008) McKeever, S: "A multilayered uncertainty model for context aware systems"; Perrvasive 2008 May 2008, Sydney, Australia

(2003) McKeever, S; "Defining the range of B2B E-commerce formats", IADIS International Conference WWW/Internet 2003.

(2003) McKeever, S; Understanding Web content management systems: evolution, lifecycle and market, Industrial management & data systems 103 (9), 686-692;