Dr. Derek Greene
Job Title:
Funded Investigator
Research Group:
Biography:
Dr. Derek Greene is Assistant Professor at the School of Computer Science, University College Dublin, and a Funded Investigator at the Insight Centre for Data Analytics. He received his Ph.D. from Trinity College Dublin in 2006, for work in the area of unsupervised text mining. After working as a Postdoctoral Researcher at the Machine Learning Group in UCD, he joined the SFI-funded Clique Research Cluster as a Research Fellow in May 2009 and worked in the UCD CASL institute. In July 2013, he joined the Insight Centre, where his current research focuses on scalable machine learning, network analysis, and the application of text mining in areas such as social media analytics and the digital humanities.
Publications
- Conference Name: ICML-21 Workshop on Algorithmic Recourse, ,AuthorsPublication DetailsType:Date: 2021Refereed Conf./Meeting Proceeding
- Conference Name: IJCAI-21 Workshop on Deep Learning, Case-Based Reasoning, and AutoML ,AuthorsPublication DetailsType:Date: 2021Refereed Conf./Meeting Proceeding
- Conference Name: 16th International Conference on Space Operations (SpaceOps-2021) ,Authors
Fergal Marshall, David Murphy, Lana Salmon, Derek O'Callaghan, Maeve Doyle, Jack Reilly, Rachel Dunwoody, Jessica Erkal, Gabriel Finneran, Gianluca Fontanesi, Jack Kyle, Joseph Mangan, Joseph Thompson, Sarah Walsh, Daithi de Faoite, Lorraine Hanlon, David McKeown, William O'Connor, Ronan A Wall, Sheila McBreen, Derek Greene
Publication DetailsType:Date: 2021Refereed Conf./Meeting Proceeding - Conference Name: LNCS:ICPR20-Workshops. Springer. ,AuthorsPublication DetailsType:Journal: LNCS, Date: 2021Refereed Conf./Meeting Proceeding
- Conference Name: 28th Irish Conference on Artificial Intelligence and Cognitive Science (AICS'20) ,Authors
Suchana Datta, Derek Greene, Debasis Ganguly, Dwaipayan Roy, Mandar Mitra
Publication DetailsType:Date: 2020Refereed Conf./Meeting Proceeding - Journal: Applied Network Science,AuthorsPublication DetailsConference Name:Type:Date: 2020Refereed Original Article
- Conference Name: 28th Irish Conference on Artificial Intelligence and Cognitive Science (AICS'20) ,AuthorsPublication DetailsType:Date: 2020Refereed Conf./Meeting Proceeding
- Authors
Gerardine Meaney, Derek Greene, Karen Wade, Maria Mulvany
Publication DetailsType:Date: 2020Book Chapter - AuthorsPublication DetailsConference Name:Type:Date: 2020Refereed Original Article
- Journal: Expert Systems with Applications,AuthorsPublication DetailsConference Name:Type:Date: 2020Refereed Original Article
- Conference Name: Bias and Social Aspects in Search and Recommendation 2020 ,AuthorsPublication DetailsType:Date: 2020Location: Portugal,Refereed Conf./Meeting Proceeding
- Conference Name: DHN2020 ,AuthorsPublication DetailsType:Date: 2020Location: Latvia,Refereed Conf./Meeting Proceeding
- AuthorsPublication DetailsType:Date: 2020Refereed Conf./Meeting Proceeding
- Conference Name: 5th Conference on Digital Humanities in the Nordic Countries (DHN2020) ,Authors
Derek Greene, Karen Wade, Susan Leavy, Gerardine Meaney
Publication DetailsType:Date: 2019Refereed Conf./Meeting Proceeding - Conference Name: International Conference on Complex Networks and Their Applications ,Publication DetailsType:Date: 2019Refereed Conf./Meeting Proceeding
- Conference Name: IMVIP 2019 Irish Machine Vision & Image Processing ,Authors
Patrick Leydon, Martin O'Connell, Derek Greene, Kathleen Curran
Publication DetailsType:Date: 2019Refereed Conf./Meeting Proceeding - Journal: Applied Network Science,AuthorsPublication DetailsConference Name:Type:Date: 2019Refereed Original Article
- Conference Name: IMVIP 2019 Irish Machine Vision & Image Processing ,Authors
Patrick Leydon, Martin O'Connell, Derek Greene, Kathleen Curran
Publication DetailsType:Date: 2019Refereed Conf./Meeting Proceeding - Conference Name: 13th International Conference on Metadata and Semantics ,AuthorsPublication DetailsType:Date: 2019Refereed Conf./Meeting Proceeding
- Authors
James P. Cross, Derek Greene
Publication DetailsConference Name:Type:Date: 2019Refereed Original Article - Conference Name: 2nd Conference on Language, Data and Knowledge (LDK’2019) ,AuthorsPublication DetailsType:Date: 2019Refereed Conf./Meeting Proceeding
- Conference Name: AICS 2018: 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Ireland, 6-7 December 2018 ,Publication DetailsType:Date: 2018Refereed Conf./Meeting Proceeding
- Conference Name: International Conference on Complex Networks and their Applications ,AuthorsPublication DetailsType:Date: 2018Refereed Conf./Meeting Proceeding
- AuthorsPublication DetailsType:Date: 2018Refereed Conf./Meeting Proceeding
- Journal: Machine Learning ,Authors
Jesse Davis, Bjørn Bringmann, Elisa Fromont, Derek Greene
Publication DetailsConference Name:Type:Date: 2018Refereed Original Article - Journal: Data Mining and Knowledge Discovery,Authors
Derek Greene, Bjørn Bringmann, Elisa Fromont, Jesse Davis
Publication DetailsConference Name:Type:Date: 2018Refereed Original Article - Conference Name: MLG’18, August 2018, London, England UK ,AuthorsPublication DetailsType:Date: 2018Refereed Conf./Meeting Proceeding
- Conference Name: Conference: Workshop on Computational Methods in the Humanities (COMHUM 2018) ,Authors
Susan Leavy, Karen Wade, Gerardine Meaney, Derek Greene
Publication DetailsType:Date: 2018Location: Switzerland,Refereed Conf./Meeting Proceeding - Journal: European Journal of Communication,Authors
Jane Suiter, Eileen Culloty, Derek Greene, Eugenia Siapera
Publication DetailsConference Name:Type:Date: 2018Refereed Original Article - Conference Name: AICS 2017 (Irish Conference on Artificial Intelligence and Cognitive Science) ,AuthorsPublication DetailsType:Date: 2018Refereed Conf./Meeting Proceeding
- Journal: Journal of Intelligent Information Systems,Authors
M. Atif Qureshi, Derek Greene
Publication DetailsConference Name:Type:Date: 2018Refereed Original Article - Journal: Expert Systems with Applications Volume 91, January 2018, Pages 159-169,AuthorsPublication DetailsConference Name:Type:Date: 2018Refereed Original Article
- Conference Name: Computation + Journalism 2017 Symposium (C+J 2017), Illinois, United States of America, 12-14 October 2017 ,AuthorsPublication DetailsType:Date: 2017Refereed Conf./Meeting Proceeding
- Journal: The Web Science Journa,Publication DetailsConference Name:Type:Date: 2017Refereed Original Article
- Conference Name: 25th Irish Conference on Artificial Intelligence and Cognitive Science ,Authors
Gerald Conheady, Derek Greene
Publication DetailsType:Date: 2017Refereed Conf./Meeting Proceeding - Conference Name: Conference on Language, Data and Knowledge (LDK'2017) ,Authors
Siobhán Grayson, Maria Mulvany, Karen Wade, Gerardine Meaney, Derek Greene
Publication DetailsType:Date: 2017Location: Ireland,Refereed Conf./Meeting Proceeding - Conference Name: The European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Skopje, Macedonia 18-22 September ,Authors
Muhammad Atif Qureshi , Derek Greene
Publication DetailsType:Date: 2017Refereed Conf./Meeting Proceeding - Conference Name: 17th International Conference on Web Engineering (ICWE 2017), Rome, Italy, 5-8 June 2017. ,Authors
Arjumand Younus, Atif Qureshi, Naif Aljohani, Derek Greene, Michael P O'Mahony
Publication DetailsType:Date: 2017Location: Italy,Refereed Conf./Meeting Proceeding - Journal: Conference: Conference on Language, Data and Knowledge,AuthorsPublication DetailsConference Name:Type:Date: 2017Refereed Original Article
- Journal: Political Analysis,Authors
Derek Greene, James P Cross
Publication DetailsConference Name:Type:Date: 2017Refereed Original Article - Conference Name: 24th Irish Conference on Artificial Intelligence and Cognitive Science (AICS'16) ,AuthorsPublication DetailsType:Date: 2016Location: Ireland,Refereed Conf./Meeting Proceeding
- Conference Name: 24th Irish Conference on Artificial Intelligence and Cognitive Science (AICS'16) ,Authors
Siobhán Grayson, Maria Mulvany, Karen Wade, Gerardine Meaney, Derek Greene
Publication DetailsType:Date: 2016Location: Ireland,Refereed Conf./Meeting Proceeding - Conference Name: 24th Irish Conference on Artificial Intelligence and Cognitive Science (AICS'16) ,AuthorsPublication DetailsType:Date: 2016Location: Ireland,Refereed Conf./Meeting Proceeding
- Conference Name: 24th Irish Conference on Artificial Intelligence and Cognitive Science (AICS'16) ,AuthorsPublication DetailsType:Date: 2016Location: Ireland,Refereed Conf./Meeting Proceeding
- Conference Name: 24th Irish Conference on Artificial Intelligence and Cognitive Science (AICS'16) ,Authors
Igor Brigadir, Derek Greene, James Cross, Padraig Cunningham
Publication DetailsType:Date: 2016Location: Ireland,Refereed Conf./Meeting Proceeding - Conference Name: 24th Irish Conference on Artificial Intelligence and Cognitive Science (AICS'16) ,AuthorsPublication DetailsType:Date: 2016Location: Ireland,Refereed Conf./Meeting Proceeding
- Conference Name: European Conference on Machine Learning (ECML’16) ,Authors
Muhammad Atif Qureshi, Arjumand Younus, Derek Greene
Publication DetailsType:Date: 2016Location: Italy,Refereed Conf./Meeting Proceeding - Conference Name: 17th Irish Machine Vision and Image Processing conference ,Authors
Patrick Leydon, Frank Sullivan, Faisal Jamaluddin, Peter Woulfe, Derek Greene, Kathleen Curran
Publication DetailsType:Date: 2016Location: Ireland,Refereed Conf./Meeting Proceeding - Conference Name: 9th International Conference on Educational Data Mining ,Authors
Ewa Młynarska, Derek Greene, Pádraig Cunningham
Publication DetailsType:Date: 2016Location: United States of America,Refereed Conf./Meeting Proceeding - Conference Name: 6th Annual General Conference of the European Political Science Association (EPSA'16) ,Authors
James P. Cross, Derek Greene, Mark Belford
Publication DetailsType:Date: 2016Location: Belgium,Refereed Conf./Meeting Proceeding - Conference Name: 2nd International Workshop on Computational History and Data-Driven Humanities ,Authors
Siobhan Grayson, Karen Wade, Gerardine Meaney, Derek Greene
Publication DetailsType:Date: 2016Location: Ireland,Refereed Conf./Meeting Proceeding - Conference Name: 8th International ACM Web Science Conference 2016, At Hannover, Germany ,Publication DetailsType:Date: 2016Location: Germany,Refereed Conf./Meeting Proceeding
- Conference Name: Web Science Conference 2016 ,Authors
Siobhan Grayson, Jennie Rothwell, Maria Mulvany, Karen Wade, Gerardine Meaney, Derek Greene
Publication DetailsType:Date: 2016Location: Germany,Refereed Conf./Meeting Proceeding - Conference Name: 2nd Workshop on Noisy User-generated Text (WNUT) Conference Location: Osaka, Japan ,Authors
Jing Su, Derek Greene, OisÃn Boydell
Publication DetailsType:Date: 2016Refereed Conf./Meeting Proceeding - Conference Name: 1st International Workshop on Recent Trends in News Information Retrieval at ECIR’16 ,Authors
Igor Brigadir, Derek Greene, Padraig Cunningham
Publication DetailsType:Date: 2016Location: Italy,Refereed Conf./Meeting Proceeding - Authors
Xiangju Qin, Derek Greene, Padraig Cunningham
Publication DetailsType:Date: 2016Book Chapter - Conference Name: ACM Web Science 2015 ,Authors
Derek Greene, James P. Cross
Publication DetailsType:Date: 2015Location: United Kingdom (excluding Northern Ireland),Refereed Conf./Meeting Proceeding - Conference Name: ACM Web Science 2015 Conference ,Authors
Igor Brigadir, Derek Greene, Padraig Cunningham
Publication DetailsType:Date: 2015Location: United Kingdom (excluding Northern Ireland),Refereed Conf./Meeting Proceeding - Authors
Darren J Fitzpatrick, Colm J Ryan, Naisha Shah, Derek Greene, Cliona Molony, Denis C Shields
Publication DetailsConference Name:Type:Date: 2015Refereed Original Article - Journal: Expert Systems with Applications (ESWA,Authors
Derek O'Callaghan, Derek Greene, Joe Carthy, Padraig Cunningham
Publication DetailsConference Name:Type:Date: 2015Refereed Original Article - Journal: Social Science Computer Review,Authors
Derek O'Callaghan, Derek Greene, Maura Conway, Joe Carthy, Padraig Cunningham
Publication DetailsConference Name:Type:Date: 2014Refereed Original Article - Conference Name: 5th International Workshop on Mining Ubiquitous and Social Environments (MUSE) at ECML 2014 ,Authors
Xiangju Qin, Derek Greene, Pádraig Cunningham
Publication DetailsType:Proceedings: 5th International Workshop on Mining Ubiquitous and Social Environments (MUSE) at ECML 2014, Date: 2014Location: France,Refereed Conf./Meeting Proceeding - Conference Name: European Conference on Machine Learning (ECML'14) ,Authors
Derek Greene, Derek O'Callaghan, Pádraig Cunningham
Publication DetailsType:Proceedings: European Conference on Machine Learning (ECML'14), Date: 2014Location: France,Refereed Conf./Meeting Proceeding - Conference Name: NewsKDD - Workshop on Data Science for News Publishing at KDD 2014 ,AuthorsPublication DetailsType:Proceedings: NewsKDD - Workshop on Data Science for News Publishing at KDD 2014, Date: 2014Location: United States of America,Refereed Conf./Meeting Proceeding
- Conference Name: International Conference on Advances in Social Networks Analysis and Mining (ASONAM'14) ,Authors
Derek O'Callaghan, Nico Prucha, Derek Greene, Maura Conway, Joe Carthy, Pádraig Cunningham
Publication DetailsType:Proceedings: International Conference on Advances in Social Networks Analysis and Mining (ASONAM'14), Date: 2014Location: China,Refereed Conf./Meeting Proceeding - Conference Name: Proc. Workshop on Real-World Challenges for Data Stream Mining (RealStream) at ECML 2013, At Prague ,Authors
Igor Brigadir, Derek Greene, Pádraig Cunningham, Gavin Sheridan
Publication DetailsType:Proceedings: Workshop on Real-World Challenges for Data Stream Mining (Realstream) at ECML/PKDD (2013), Date: 2013Location: Czech Republic,Refereed Conf./Meeting Proceeding - Journal: Ubiquitous Social Media Analysis,Authors
Derek O'Callaghan, Derek Greene, Maura Conway, Joe Carthy, Pádraig Cunningham
Publication DetailsConference Name:Type:Date: 2013Refereed Original Article
Presentations
- Publication DetailsInsight Researchers: Susan Leavy, Derek GreeneNon-Insight Researchers: Gerardine Meaney Date: 05/12/2018Event Type: ConferencePresentation Type: Oral Presentation
- Publication DetailsInsight Researchers: Derek GreeneOrganising Body: Royal Irish Academy & UCD Humanities Institute, Event: Symposium on Digital Cultures, Big Data and Society, Venue: UCDDate: 15/02/2018Event Type: ConferencePresentation Type: Invited speaker
- Publication DetailsInsight Researchers: Barry Smyth, Derek GreeneOrganising Body: PyData Dublin, Event: PyData Dublin Meeting, Venue: DublinDate: 29/11/2017Event Type: SeminarPresentation Type: Invited speaker
- Publication DetailsInsight Researchers: Mark Keane, Georgiana Ifrim, Derek Greene, Claudia Orellana-Rodriguez, Bichen Shi, Gevorg PoghosyanOrganising Body: Northwestern University, Evanston, IL, Event: Computation and Journalism Symposium, Venue: Northwestern University, Evanston, ILDate: 13/10/2017Event Type: ConferencePresentation Type: Invited speaker
- Publication DetailsInsight Researchers: Derek GreeneNon-Insight Researchers: Prof. Gerardine MeaneyOrganising Body: DRHA, Event: Digital Research in the Humanities and Arts 2015, Venue: Dublin City UniversityDate: 03/09/2015Event Type: ConferencePresentation Type: Invited speaker
- Publication DetailsInsight Researchers: Derek GreeneOrganising Body: Digital Politics Group, University of Swansea,, Event: Invited talk at Digital Politics Group, University of Swansea, Venue: University of SwanseaDate: 22/04/2015Event Type: Invited SeminarPresentation Type: Invited speaker
- Publication DetailsInsight Researchers: Derek Greene, Mark KeaneNon-Insight Researchers: Karen Wade, Margaret KelleherOrganising Body: IRC, Event: Natural Language Processing for Digital Humanities, Venue: DERI Building, NUIGDate: 06/08/2014Event Type: ConferencePresentation Type: Invited speaker
- Publication DetailsInsight Researchers: Derek GreeneOrganising Body: VOX-Pol Summer School, Event: VOX-Pol Summer School: Topics in Violent Online Political Extremism, Venue: Dublin City UniversityDate: 30/06/2014Event Type: WorkshopPresentation Type: Invited speaker
Conferences/Workshops/Seminars
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationAICS, LocationIrelandStart Date06/12/2018 to End Date07/12/2018
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationECML, LocationIrelandStart Date10/09/2018 to End Date14/09/2018
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationAssociation for Computing Machinery, LocationCanadaStart Date13/08/2017 to End Date17/02/2017
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationSIGKDD: The community for data mining, data science and analytics, LocationCanadaStart Date15/05/2017 to End Date18/05/2017
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationAICS, LocationIrelandStart Date20/09/2016 to End Date21/09/2016
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationAssociation for Computing Machinery , LocationUnited StatesStart Date15/09/2016 to End Date19/09/2016
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationAssociation for Computing Machinery , LocationUnited StatesStart Date13/08/2016 to End Date17/08/2016
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationInternational WWW Conference Committee, LocationCanadaStart Date11/04/2016 to End Date15/04/2016
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationNetSci Society, LocationPolandStart Date11/01/2016 to End Date13/01/2016
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationInsight and University College Dublin School of Politics and International Relations, LocationIrelandStart Date13/11/2015 to End Date13/11/2015
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationACM, LocationAustraliaStart Date19/10/2015 to End Date23/10/2015
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationRecSys, LocationAustriaStart Date16/09/2015 to End Date20/09/2015
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationAAAI, LocationUnited KingdomStart Date26/05/2015 to End Date29/05/2015
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationInsight UCD and UCD Politics, LocationIrelandStart Date19/01/2015 to End Date19/01/2015
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationACM, LocationUnited StatesStart Date06/10/2014 to End Date10/10/2014
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationAutomated Software Engineering, LocationChinaStart Date04/08/2014 to End Date07/08/2014
- DetailsInsight ParticipantDerek Greene, Georgiana IfrimSponsor OrganisationELSC2014, LocationIrelandStart Date13/03/2014 to End Date13/03/2014
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationICDM, LocationUnited StatesStart Date08/12/2013 to End Date08/12/2013
- DetailsInsight ParticipantDerek GreeneSponsor OrganisationECML, LocationCzech RepublicStart Date27/09/2013 to End Date27/09/2013