Cuong, Dinh Viet, Le-Khac, Phúc H. ORCID: 0000-0002-0504-5844, Stapleton, Adam ORCID: 0000-0003-1233-211X, Eichlemann, Elke, Roantree, Mark ORCID: 0000-0002-1329-2570 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Managing large dataset gaps in urban air quality prediction: DCU-Insight-AQ at MediaEval 2022. In: MediaEval’22: Multimedia Evaluation Workshop, 13–15 Jan 2023, Bergen, Norway and Online.

Stapleton, Adam ORCID: 0000-0003-1233-211X, Eichelmann, Elke ORCID: 0000-0001-9516-7951 and Roantree, Mark ORCID: 0000-0002-1329-2570 (2022) A framework for constructing machine learning models with feature set optimisation for evapotranspiration partitioning. Applied Computing and Geosciences, 16 . ISSN 2590-1974

Lalic, Branislava, Koci, Ivan and Roantree, Mark ORCID: 0000-0002-1329-2570 (2022) FAIRness of micrometeorological data and responsible research and innovation: an open framework for climate research. In: AGROECOINFO 2022, 20 June- 2 July 2022, Volos, Greece.

Alateeq, Ahmed ORCID: 0000-0001-7916-6393, Roantree, Mark ORCID: 0000-0002-1329-2570 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2022) Voxento 3.0: A Prototype Voice-Controlled Interactive Search Engine for Lifelogs. In: 5th Annual on Lifelog Search Challenge, 27-30 June 2022, Newark, NJ, USA. ISBN 978-1-4503-9239-6

Alam, Naushad ORCID: 0000-0002-3144-5622, Alateeq, Ahmed ORCID: 0000-0001-7916-6393, Graham, Yvette ORCID: 0000-0001-6741-4855, Roantree, Mark ORCID: 0000-0002-1329-2570 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2022) DCU at the NTCIR16 Lifelog-4 task. In: 16th NTCIR Conference on Evaluation of Information Access Technologies, 14-17 June 2022, Tokyo, Japan.

Prakash, Satya ORCID: 0000-0003-3977-4858, Berry, Donagh P., Roantree, Mark ORCID: 0000-0002-1329-2570, Onibonoje, Oluwadurotimi ORCID: 0000-0002-6607-8623, Gualano, Leonardo, Scriney, Michael ORCID: 0000-0001-6813-2630 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2021) Using artificial intelligence to automate meat cut Identification from the semimembranosus muscle on beef boning lines. Journal of Animal Science, 99 (12). ISSN 0021-8812

Bahrpeyma, Fouad ORCID: 0000-0002-5128-4774, Roantree, Mark ORCID: 0000-0002-1329-2570, Cappellari, Paolo, Scriney, Michael ORCID: 0000-0001-6813-2630 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2021) A methodology for validating diversity in synthetic time series generation. MethodsX . ISSN 2215-0161

Nie, Dongyun ORCID: 0000-0003-3109-5762, Cappellari, Paolo and Roantree, Mark ORCID: 0000-0002-1329-2570 (2020) A methodology for classification and validation of customer datasets. Journal of Business & Industrial Marketing, 36 (5). pp. 821-833. ISSN 0885-8624

Alateeq, Ahmed ORCID: 0000-0001-7916-6393, Roantree, Mark ORCID: 0000-0002-1329-2570 and Gurrin, Cathal ORCID: 0000-0003-2903-3968 (2020) Voxento: a prototype voice-controlled interactive search engine for lifelogs. In: Third Annual Workshop on Lifelog Search Challenge (LSC'20), 27 Oct 2020, Dublin, Ireland. ISBN 978-1-4503-7136-0

McCarthy, Suzanne, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Roantree, Mark (2019) An automated ETL for online datasets. In: 23rd Enterprise Computing Conference (EDOC), 28-31 Oct 2019, Paris, France.

Azodi, Christina B. ORCID: 0000-0002-6097-606X, McCarren, Andrew ORCID: 0000-0002-7297-0984, Roantree, Mark ORCID: 0000-0002-1329-2570, Gustavo, de los Campos ORCID: 0000-0001-5692-7129 and Shiu, Shin-Han ORCID: 0000-0001-6470-235X (2019) Benchmarking algorithms for genomic prediction of complex traits. G3: Genes, Genomes, Genetics, 9 (11). pp. 3691-3702. ISSN 2160-1836

McCarthy, Suzanne, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Roantree, Mark (2019) A method for automated transformation and validation of online datasets. In: 23rd IEEE-EDOC Conference: The Enterprise Computing Conference, 28 -31 Oct 2019, Paris, France.

Scriney, Michael ORCID: 0000-0001-6813-2630, Xing, Congcong, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Roantree, Mark (2019) Representative sample extraction from web data streams. In: Database and Expert Systems Applications - 30th International Conference, DEXA 2019 {I}, 26-29 Aug 2019, Linz, Austria. ISBN 978-3-030-27614-0

Scriney, Michael ORCID: 0000-0001-6813-2630, McCarthy, Suzanne ORCID: 0000-0002-0695-7052, McCarren, Andrew ORCID: 0000-0002-7297-0984, Cappellari, Paolo and Roantree, Mark ORCID: 0000-0002-1329-2570 (2019) Automating data mart construction from semi-structured data sources. Computer Journal, 62 (3). pp. 394-413. ISSN 0010-4620

Nie, Dongyun and Roantree, Mark (2019) Detecting Multi-Relationship Links in Sparse Datasets. In: 21st International Conference on Enterprise Information Systems (ICEIS 2019, 3-5 May 2019, Heraklion, Greece. ISBN 978-989-758-372-82

McCarthy, Suzanne, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Roantree, Mark (2018) Combining web and enterprise data for lightweight data mart construction. In: 29th International Conference on Database and Expert Systems Applications (DEXA 2018), 3- 6 Sept 2018, Regensburg, Germany. ISBN 978-3-319-98811-5

Bahrpeyma, Fouad ORCID: 0000-0002-5128-4774, Roantree, Mark ORCID: 0000-0002-1329-2570 and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2018) Multistep-ahead prediction: a comparison of analytical and algorithmic approaches. In: 20th International Conference on Big Data Analytics and Knowledge Discovery - DaWaK 2018, September 3 - 6, 2018, Regensburg, Germany. ISBN 978-3-319-98538-1

McCarthy, Suzanne, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Roantree, Mark ORCID: 0000-0002-1329-2570 (2018) An architecture and services for constructing data marts from online data sources. Technical Report. UNSPECIFIED.

Bahrpeyma, Fouad ORCID: 0000-0002-5128-4774, Roantree, Mark and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2017) Multi-resolution forecast aggregation for time series in agri datasets. In: Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2017), 7-8 Dec 2017, Dublin, Ireland. ISBN ISSN 1613-0073

Cullen, Bryan, Roantree, Mark, McCarren, Andrew ORCID: 0000-0002-7297-0984, Kelly, David T., O'Connor, Paul L., Huges, Sarah, Daly, Pat G. and Moyna, Niall ORCID: 0000-0003-1061-8528 (2017) Physiological profile and activity pattern of minor Gaelic football players. Journal of Strength and Conditioning Research, 31 (7). pp. 1811-1820. ISSN 1064-8011

Roantree, Mark, Scriney, Michael ORCID: 0000-0001-6813-2630 and O'Connor, Martin F. (2017) Integrating online data for smart city data marts. In: 31st British International Conference on Databases, 10-12 July 2017, London, UK. ISBN 978-3-319-60794-8

McCarthy, Suzanne, McCarren, Andrew ORCID: 0000-0002-7297-0984 and Roantree, Mark (2017) Predicting prices, volume and trade for meat and dairy products: an agri food data model. Technical Report. UNSPECIFIED.

McCarren, Andrew ORCID: 0000-0002-7297-0984, McCarthy, Suzanne, O'Sullivan, Conor and Roantree, Mark (2017) Anomaly detection in agri warehouse construction. In: Australasian Computer Science Week (ACSW ’17), 31 Jan- 3 Feb, 2017, Geelong, Australia. ISBN 978-1-4503-4768-6

Scriney, Michael ORCID: 0000-0001-6813-2630, O'Connor, Martin F. and Roantree, Mark (2017) Generating cubes from smart city web data. In: Australasian Computer Science Week (ACSW 2016), 31 Jan - 3 Feb, 2017, Geelong, Australia. ISBN 978-1-4503-4768-6

O'Donoghue, Jim, Roantree, Mark and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2017) Detecting feature interactions in agricultural trade data using a deep neural network. In: Big Data Analytics and Knowledge Discovery - DaWaK 2017, 28 - 31 Aug, 2017, Lyon, France. ISBN 978-3-319-64282-6

O'Donoghue, Jim and Roantree, Mark (2016) A toolkit for analysis of deep learning experiments. In: The 15th International Symposium on Intelligent Data Analysis, 13-15 Oct 2016, Stockholm, Sweden.

O'Donoghue, Jim, Roantree, Mark and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2016) Variable interactions in risk factors for dementia. In: IEEE Tenth International Conference on Research Challenges in Information Science, 1 -3 Jun 2016, Grenoble. France.

Scriney, Michael ORCID: 0000-0001-6813-2630 and Roantree, Mark (2016) Efficient cube construction for smart city data. In: EDBT/ICDT 2016 Joint Conference, 15-18 Mar 2016, Bordeaux, France.

O'Donoghue, Jim and Roantree, Mark (2015) Exploring variable interactions with restricted Boltzmann machines. In: Insight Student Conference 2015, 30 Oct 2015, NUIG, Galway, Ireland.

O'Donoghue, Jim, Roantree, Mark, Cullen, Bryan, Moyna, Niall ORCID: 0000-0003-1061-8528, O'Sullivan, Conor and McCarren, Andrew ORCID: 0000-0002-7297-0984 (2015) Anomaly and event detection for unsupervised athlete performance data. In: LWA 2015: Knowledge Discovery and Machine Learning stream, 7-9 Oct 2015, Trier, Germany.

O'Donoghue, Jim, Roantree, Mark and van Boxtel, Martin (2015) A configurable deep network for high-dimensional clinical trial data. In: International Joint Conference on Neural Networks (IJCNN 2015), 12-17 July 2015, Killarney, Ireland. ISBN 978-1-4799-1960-4

O'Donoghue, Jim and Roantree, Mark (2015) A framework for selecting deep learning hyper-parameters. In: 30th British International Conference on Databases, 6--8 July 2015, Edinburgh, Scotland. ISBN 978-3-319-20423-9

Roantree, Mark, O'Donoghue, Jim, O'Kelly, Noel, Irving, Kate, Pierce, Maria, van Boxtel, Martin and Köhler, Sebastian (2015) Mapping longitudinal studies to risk factors in an ontology for dementia. Health Informatics Journal, 22 (2). pp. 414-426. ISSN 1460-4582

O'Donoghue, Jim and Roantree, Mark (2014) Deep learning for high dimensional and sparse clinical study data. In: Insight Student Conference 2014, 12 Sept 2014, Univrsity College Dublin.

Donnelly, Neil, Irving, Kate and Roantree, Mark (2014) Cooperation across multiple healthcare clinics on the cloud. In: 14th IFIP International Conference, 3-6 Jun 2014, Berlin, Germany.

Wang, Bo, Gui, Hao, Roantree, Mark and O'Connor, Martin F. (2014) Data cube computational model with Hadoop MapReduce. In: 10th International Conference on Web Information Systems and Technologies (WEBIST 2014), 3-5 Apr 2014, Barcelona, Spain. ISBN 978-989-758-023-9

Roantree, Mark, O'Donoghue, Jim, O'Kelly, Noel, van Boxtel, Martin and Köhler, Sebastian (2014) Automating the integration of clinical studies into medical ontologies. In: 47th Annual Hawaii International Conference on System Sciences (HICSS-47), 6-9 Jan 2014, Big Island, Hawaii.

O'Connor, Martin F. and Roantree, Mark (2013) FibLSS: A scalable label storage scheme for dynamic XML updates. In: The 17th East-European Conference on Advances in Databases and Information Systems (ADBIS 2013), 1-4 Sept 2013, Genoa, Italy. ISBN 978-3-642-40682-9

O'Connor, Martin F. and Roantree, Mark (2012) SCOOTER: A compact and scalable dynamic labeling scheme for XML updates. In: DEXA 2012 The 23rd International Conference on Database and Expert Systems Applications, 3-7 Sept 2012, Vienna, Austria. ISBN 978-3-642-32599-1

Gui, Hao and Roantree, Mark (2012) A data cube model for analysis of high volumes of ambient data. In: 3rd Conference on Ambient Systems, 27-29 Aug 2012, Ontario, Canada.

Conroy, Kenneth, May, Gregory, Roantree, Mark, Warrington, Giles, Cullen, Sarah Jane and McGoldrick, Adrian (2011) Knowledge acquisition from sensor data in an equine environment. In: Data Warehousing and Knowledge Discovery (DAWAK) 2011, 29 Aug - 2 Sept 2011, Toulouse, France.

Conroy, Kenneth, May, Gregory, Roantree, Mark and Warrington, Giles (2011) Expanding sensor networks to automate knowledge acquisition. In: British National Conference on Databases, 12-14th July 2011, Manchester, UK.

Roantree, Mark, Shi, Jie, Cappellari, Paolo, O'Connor, Martin F., Whelan, Michael and Moyna, Niall ORCID: 0000-0003-1061-8528 (2011) Data transformation and query management in personal health sensor networks. Journal of Network and Computer Applications, 35 (4). pp. 1191-1202. ISSN 1084-8045

Marks, Gerard and Roantree, Mark (2010) Classification of index partitions to boost XML query performance. In: Conceptual Modeling – ER 2010, 1-4 Nov 2010, Vancouver, Canada. ISBN 978-3-642-16372-2

O'Connor, Martin F. and Roantree, Mark (2010) EBSL: supporting deleted node label reuse in XML. In: XSym 2010 - The 7th International XML Database Symposium, 17 Sep 2010, Singapore. ISBN 978-3-642-15683-0

O'Connor, Martin F. and Roantree, Mark (2010) Desirable properties for XML update mechanisms. In: Updates 2010 - 1st International Workshop on Updates in XML, held in conjunction with the EDBT/ICDT, 22 March, 2010, Lausanne, Switzerland. ISBN 978-1-60558-990-9

Conroy, Kenneth and Roantree, Mark (2010) Enrichment of raw sensor data to enable high-level queries. In: DEXA 2010 - 21st International Conference on Database and Expert Systems Applications, 29 August - 3 September 2010, Bilbao, Spain. ISBN 978-3-642-15250-4

Roantree, Mark, Shi, Jie, Whelan, Michael and Moyna, Niall ORCID: 0000-0003-1061-8528 (2009) Using sensor networks to measure intensity in sporting activities. In: QShine 2009 - The Sixth International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, 23-25 November 2009, Las Palmas de Gran Canaria, Spain. (In Press)

Shaeib, Adel, Conroy, Kenneth and Roantree, Mark (2009) Extracting tennis statistics from wireless sensing environments. In: DMSN 2009 - Data Management for Sensor Networks, 24 August 2009, Lyon, France.

O'Connor, Martin F., Conroy, Kenneth, Roantree, Mark, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Moyna, Niall ORCID: 0000-0003-1061-8528 (2009) Querying XML data streams from wireless sensor networks: an evaluation of query engines. In: RCIS 2009 - Research Challenges in Information Science, 22-24 April 2009, Fes, Morocco. ISBN 978-1-4244-2864-9

McCann, Dónall, Roantree, Mark, Moyna, Niall ORCID: 0000-0003-1061-8528 and Whelan, Michael (2009) Synchronizing sensed data in team sports. ERCIM News, 1 (76). pp. 55-56. ISSN 0926-4981

Roantree, Mark, McCann, Dónall and Moyna, Niall ORCID: 0000-0003-1061-8528 (2008) Integrating sensor streams in pHealth networks. In: ICPADS 2008 - 14th International Conference on Parallel and Distributed Systems, 8-10 December, 2008, Melbourne, Victoria, Australia. ISBN 978-0-7695-3434-3

Camous, Fabrice, McCann, Dónall and Roantree, Mark (2008) Capturing personal health data from wearable sensors. In: SWDMNSS 2008 - The 2nd International Workshop on SensorWebs, Databases and Mining in Networked Sensing Systems, 28 July - 1 August, 2008, Turku, Finland. ISBN 978-0-7695-3297-4

Marks, Gerard and Roantree, Mark (2008) Pattern based processing of XPath queries. In: IDEAS 2008 - International Symposium on Database Engineering and Applications, 10 - 12 Sept 2008, Coimbra, Portugal. ISBN 978-1-60558-188-0

Camous, Fabrice, McCann, Dónall and Roantree, Mark (2008) HealthSense: an application for querying raw sensor data. In: ER 2008 - 27th International Conference on Conceptual Modeling, 20-24 October, 2008, Barcelona, Spain. ISBN 978-3-540-87876-6

O'Connor, Martin F., Andrieu, Vincent and Roantree, Mark (2008) Query management in a sensor environment. In: ICPADS 2008 - 14th International Conference on Parallel and Distributed Systems, 8-10 Dec, 2008, Melbourne, Australia. ISBN 978-0-7695-3434-3

Legeay, Nicolas, Roantree, Mark, Jones, Gareth J.F. ORCID: 0000-0003-2923-8365, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2007) Semi-automatic semantic enrichment of raw sensor data. In: The 6th International Conference on Ontologies, DataBases, and Applications of Semantics (ODBASE 2007), 27-29 Nov 2007, Vilamoura, Portugal. ISBN 978-3-540-76887-6

O'Connor, Martin F., Bellahsène, Zohra and Roantree, Mark (2005) An extended preorder index for optimising XPath expressions. In: XSym 2005 - Third International XML Database Symposium, 28-29 August, 2005, Trondheim, Norway. ISBN 978-3-540-28583-0

Roantree, Mark and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2002) Research in information managment at Dublin City University. ACM SIGMOD Record, 31 (4). pp. 121-126. ISSN 0163-5808

Roantree, Mark, Murphy, John and Hasselbring, Wilhelm (1999) The OASIS Multidatabase Prototype. ACM SIGMOD Record, 28 (1). pp. 97-103. ISSN 0163-5808