Dr Diarmuid O'Donoghue

    Computer Science, Hamilton Institute

    Lecturer / Assistant Professor

    Eolas Building
    1st Floor
    122
    (01) 708 3851
    http://www.cs.nuim.ie/~dod

    Biography

    Diarmuid O’Donoghue BSc, MSc, PhD all in computer science and completed a Postgrad Diploma in Higher Education (PGDHE) in 2008. He was course director for for the Erasmus Mundus Joint Double MSc on Dependable Software Engineering (DESEM) 2015-16 overseeing Maynooth Univ, Univ. St. Andrews (Scotland) and Univ. de Lorraine (France) and was previously course director responsible for setting up the Higher Diploma in Software Engineering (SkillNet).
    He is interested in computational cognitive modelling, especially for analogical reasoning and conceptual blending. This work led to a growing focus on Computational Creativity. He is also interested in evolutionary optimization and the use of ancestral archives. Diarmuid was Senior Scientific Officer for the European "Dr Inventor" FET project.
    He has participated in ~10 PhD award committees, graduated >20 MSc level students and supervised >80 undergraduate research projects.

    Research Interests

    My research is largely informed by cognitive psychology, focused on computational models of analogical thinking. This encompasses work on parser driven information extraction from "real word" documents in natural language (English) and also from programming languages (eg Java, C#, Python). My work focuses on identifying analogical similarities between these extracted knowledge graphs, to identify mappings between pairs of graphs. Such comparisons can suggest, and arguably create, new analogical inferences, prompting evaluation of these new structures. One significant application of such computational models is to support creative thinking in the original audience.
      I have been investigating these analogy-inspired techniques on varied data such as: texts from psychology experiments, publications in computer graphics (SIGGRAPH), patent applications, translations of those psychology texts, computer programs (Java, C#, Spec#, JML). In earlier years i looked for analogies in topographic land-cover maps and geometric proportional analogies. A major focus is on evaluating novel information arising from mappings between pairs of knowledge graphs.
      I am also interested in evolutionary optimization and the use of ancestral archives to supplement populations diversity for improved performance on complex problems.

    Research Projects

    Title Role Description Start date End date Amount
    Dr Inventor: Promoting Scientific Creativity by Utilising Web-based Research Objects Senior Scientific Coordinator Scientific creativity and innovation represent the beating heart of European growth at a time of rapid technological change. Dr Inventor is built on the vision that technologies have great potential to supplement human ingenuity in science by overcoming the limitations that people suffer in pursuing scientific discovery. It presents an original system that will provide inspiration for scientific creativity by utilising the rich presence of web-based research resources. Dr Inventor will act as a personal research assistant, utilising machine-empowered search and computation to bring researchers extended perspectives for scientific innovation by informing them of a broad spectrum of relevant research concepts and approaches, by assessing the novelty of research ideas, and by offering suggestions of new concepts and workflows with unexpected features for new scientific discovery. Dr Inventor is an attempt to understand the potential of technology in the scientific creative process within current technology limitations. It represents a sound balance between scientific insight into individual scientific creative processes and technical implementation using innovative technologies in information extraction, document summarization, semantics and visual analytics. The outcomes will be integrated into a web-based system that will allow evaluation in a selected research area under real-world settings with carefully designed metrics, benchmarks and baseline for creative performance, leading to tangible measurements on the performance of the technologies in enhancing human creativity and a blueprint for future technologies in computational creativity. Dr Inventor has huge implications for scientific innovation in Europe, as it has the potential to change the way in which scientific research is undertaken. The acceptance of the system by general research communities will open opportunities for many industrial sectors, leading to reinforced leadership of European industry. 01/01/2014 31/03/2017 2600000

    Post Doctoral Fellows / Research Team

    Researcher Name Project Funding Body
    12156 Dr Inventor
    12213 Dr Inventor

    Conference Publication

    Year Publication
    2022 Diarmuid P. O’Donoghue, Conor Brady, Shane Smullen, Gary Crowe (2022) International Conference on Computational Creativity (ICCC) Workshop - Future of Co-Creative Systems Novelty Assurance by a Cognitively Inspired Analogy Approach to Uncover Hidden Similarity Bozen/Bolzano, Italy, [Link]
    2021 Kuruvilla George Aiyankovil1, Rosemary Monahan, Diarmuid P. O’Donoghue (2021) International Conference on Case-Based Reasoning (ICCBR) Upcycling Formal Specifications for Similar Implementations with Arís 13/09/2021- [Full-Text]
    2021 Aiyankovil K.G.;Monahan R.;O’Donoghue D.P. (2021) CEUR Workshop Proceedings Upcycling formal specifications for similar implementations with Arís [Full-Text]
    2017 Abgaz Y.;O'Donoghue D.P.;Hurley D.;Chaudhry E.;Zhang J.J. (2017) Proceedings of the 8th International Conference on Computational Creativity, ICCC 2017 Characteristics of pro-c analogies and blends between research publications
    2021 Kuruvilla George Aiyankovil, Diarmuid P. O’Donoghue, Rosemary Monahan (2021) International Conference on Computational Creativity ICCC Creating new Program Proofs by Combining Abductive and Deductive Reasoning [Full-Text]
    2020 O'Donoghue D.P. (2020) International Conference on Computational Creativity (ICCC) Workshop - Future of Co-Creative Systems Effortful & Expert Evaluation in Developing Serious CST Potrugal, [Link] [Full-Text]
    2019 Salleh, SKM;Asmai, SA;Abas, ZA;Shibghatullah, A;O'Donoghue, D (2019) 2019 IEEE 15TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING & ITS APPLICATIONS (CSPA 2019) AncDE with Gaussian Distribution for Numeric Optimization
    2017 Siti Khadijah Mohd Salleh, O’Donoghue D.P, Abdul Samad Shibghatullah (2017) 5th International Conference on Artificial Intelligence, Computer Science & Information Technology Magnitude of Difference (MDV) between Target vector and Trial vector in AncDE and standard Differential Evolution [Link] [Full-Text]
    2017 Yalemisew Abgaz, Diarmuid P. O’Donoghue, Donny Hurley, Ehtzaz Chaudhry, Jian Jun Zhang (2017) International Conference on Computational Creativity (ICCC) Characteristics of Pro-c Analogies and Blends between Research Publications Georgia Tech, Atlanta, USA, 19/06/2017- 23/06/2017 [Link] [Full-Text]
    2016 Abgaz Y.;O'Donoghue D.;Smorodinnikov D.;Hurley D. (2016) CEUR Workshop Proceedings Evaluation of analogical inferences formed from automatically generated representations of scientific publications [Full-Text]
    2015 Diarmuid P. ODonoghue, Yalemisew Abgaz, Donny Hurley, Francesco Ronzano, Horacio Saggion (2015) International Conference on Computational Creativity (ICCC) Stimulating and Simulating Creativity with Dr Inventor [Full-Text]
    2015 Sawant R.;Hatton D.;O'Donoghue D. (2015) 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings An ancestor based extension to Differential Evolution (AncDE) for Single-Objective Computationally Expensive Numerical Optimization [DOI]
    2016 Donny Hurley, Yalemisew Abgaz, Hager Ali, Diarmuid O’Donoghue, (2016) European Conf. Artificial Intelligence - EGPAI workshop Expert and Corpus-Based Evaluation of a 3-Space Model of Conceptual Blending The Hague, Netherlands, [Link] [Full-Text]
    2016 Yalemisew Abgaz, Diarmuid P. O’Donoghue, Donny Hurley, Horacio Saggion, Francesco Ronzano, Dmitry Smorodinnikov (2016) European Conf. Artificial Intelligence - MRC workshop Embedding a Creativity Support Tool within Computer Graphics Research The Hague, Netherlands, [Link] [Full-Text]
    2016 Yalemisew Abgaz, Diarmuid P. O'Donoghue, Dmitry Smorodinnikov, Donny Hurley (2016) Artificial Ingelligence nd Cognitive Science Conference Evaluation of Analogical Inferences Formed from Automatically Generated Representations of Scientific Publications [Link] [Full-Text]
    2015 Sawant R, Hatton D, ODonoghue D.P. (2015) IEEE Congress on Evolutionary Computation (CEC) An Ancestor based Extension to Differential Evolution (AncDE) for Single-Objective Computationally Expensive Numerical Optimization Sendia, Japan, [DOI] [Full-Text]
    2011 Hatton D.;O'Donoghue D. (2011) Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication Explorations on template-directed genetic repair using ancient ancestors and other templates [DOI] [Full-Text]
    2010 FitzGerald A.;O'Donoghue D. (2010) Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10 - Companion Publication Biologically inspired non-mendelian repair for constraint handling in evolutionary algorithms [DOI] [Full-Text]
    2010 FitzGerald A.;O'Donoghue D.;Liu X. (2010) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Genetic repair strategies inspired by Arabidopsis thaliana [DOI] [Full-Text]
    2009 (2009) Investigating the influence of Population and Generation size on genetic repair templates China-Ireland Intentional Conference on Information and Communications Technologies NUI Maynooth, [Full-Text]
    2008 FitzGerald A.;O'Donoghue D. (2008) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Genetic repair for optimization under constraints inspired by Arabidopsis thaliana [DOI] [Full-Text]
    2007 O'Donoghue D. (2007) Proceedings of the 4th International Joint Workshop on Computational Creativity Statistical evaluation of process-centric computational creativity [Full-Text]
    2005 D. O’Donoghue, A. Loughlin, A. Bohan and M. T. Keane (2005) 2nd International Joint Workshop on Computational Creativity (IJWCC) Geometric Analogies and Topographic Maps [Full-Text]
    2004 O'Donoghue D.;Power J. (2004) Proceedings of the International Conference on Embedded Systems and Applications ESA'04 - Proceedings of the International Conference on VLSI, VLSI'04 Identifying and evaluating a generic set of superinstructions for embedded Java programs [Full-Text]
    2004 O'Donoghue, D;Power, JF (2004) ESA'04 & VLSI'04, PROCEEDINGS Identifying and evaluating a generic set of superinstructions for embedded Java programs [Full-Text]
    2003 O'Donoghue, D;Winstanley, A;Mulhare, L;Keyes, L (2003) IGARSS 2003: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS I - VII, PROCEEDINGS Applications of cartographic structure matching [Full-Text]
    2003 O'Donoghue D.;Winstanley A.;Mulhare L.;Keyes L. (2003) International Geoscience and Remote Sensing Symposium (IGARSS) Applications of Cartographic Structure Matching [Full-Text]
    2003 George G. Mitchell, Diarmuid O'Donoghue, David Barnes, Marie McCarville (2003) Genetic and Evolutionary Computation Conference (GECCO) GeneRepair - A Repair Operator for Genetic Algorithms Chicago, [Full-Text]
    2002 Mulhare, O'Donoghue, Winstanley (2002) Geographical Information Science Research Conference Context-based classification of objects in cartographic data Sheffield, UK, [Full-Text]
    2002 Diarmuid O'Donoghue, Brian Crean (2002) European Conference on Artificial Intelligence ECAI - Workshop on Creative Systems Searching for Serendipitous Analogies Lyon, France, 21/07/2002- 26/07/2002 [Full-Text]
    2002 Crean B.;O'Donoghue D. (2002) Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) RADAR: Finding analogies using attributes of structure [Full-Text]
    2002 Crean, BP;O'Donoghue, D (2002) ARFIFICIAL INTELLIGENCE AND COGNITIVE SICENCE, PROCEEDINGS RADAR: Finding analogies using attributes of structure [Full-Text]
    2001 David Cleary, O'Donoghue, D. (2001) Applied Informatics Conference Searching for the Semantic Internet [Full-Text]
    2001 O'Donoghue, D., Cleary, D. (2001) SPIE ITCom 2001 - Workshop on Commercial Applications for High-Performance Computing Creating a Semantic Web Interface with Virtual Reality Denver, Colorado, 21/08/2001- 22/08/2001 [Full-Text]
    2001 Brian Crean, O'Donoghue, D. (2001) Applied Informatics Conference Retrieving Analogs with Features of Structure [Full-Text]
    2001 David Cleary, Daryl Parker, D. O'Donoghue (2001) Wireless World Research Forum - 4 A Search Engine for a Wireless Internet Paris, 06/12/2001- 07/12/2001 [Full-Text]
    2001 O'Donoghue, D, Adam Winstanley (2001) 4th AGILE Conference on G.I.S. in Europe Finding Analogous Structures in Cartographic Data Czech Republic, [Full-Text]
    2000 Bohan, O'Donoghue (2000) AICS-2000 11th Artificial atelligence and Cognitive Science Conference A Ludi Model for Geometric Analogies using Attribute Matching NUI Galway, 23/08/2000- 25/08/2000 [Full-Text]
    2000 David Cleary, Diarmuid O'Donoghue (2000) 10th Annual Internet Society Conference (INET 2000) Generating a Topically Focused Virtual-Reality Internet Yokohama, Japan, 18/07/2000- 21/07/2000 [Link] [Full-Text]
    2000 Adam Winstanly, Diarmuid O'Donoghue, and Laura Keyes (2000) 1st International Conference on Geographic Information Science - GIScience 2000 Topographical Object Recognition through Structural Mapping Savannah, Georgia, USA, 28/10/2000- 31/10/2000 [Full-Text]
    1999 Cleary, D;O'Donoghue, D (1999) HIGH-PERFORMANCE COMPUTING AND NETWORKING, PROCEEDINGS VisualExpresso: Generating a virtual reality Internet [Full-Text]
    1999 Cleary D.;O’Donoghue D. (1999) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) VisualExpresso: Generating a virtual reality internet [Full-Text]
    1996 T. Veale, Smyth B, O'Donoghue, D. and M. Keane (1996) American Association Artificial Intelligence (AAAI-96) - Computational Cognitive Modelling Workshop Representational Myopia in Cognitive Mapping: Locating the Real source of the Power in Theories of Cognitive Mapping Portland, Oregan,
    1995 Tony Veale, Diarmuid O'Donoghue Marie Keane (1995) 4th International Conference of the Cognitive Linguistics Association Computability as a Limiting Cognitive Constraint University of New Mexico, 16/07/1995- 21/07/1995 [Full-Text]
    1994 D. O'Donoghue, J. Keating, J. Duffin, D. Hughes, B. Feeney, J. Evertsen. (1994) Irish Neural Networks Conference Sitka Spruce Quality Estimation using Neural Networks Dublin, Ireland, [Full-Text]
    2014 D.P. ODonoghue, H Saggion, F. Dong, D. Hurley, Y. Abgaz, X. Zheng, O. Corcho, J.J. Zhang, J-M Careil, B. Mahdian, X. Zhao (2014) 5th International Conference on Computational Creativity (ICCC) - Late Breaking Paper Towards Dr Inventor: A Tool for Promoting Scientific Creativity [Full-Text]
    2014 Diarmuid P. O'Donoghue, James Power, Sian OBriain, Feng Dong, Aidan Mooney, Donny Hurley, Yalemisew Abgaz, Charles Markham, (2014) 5th International Conference on Computational Creativity (ICCC) Can a Computationally Creative System Create Itself? Creative Artefacts and Creative Processes Slovenia, 10/06/2014- 13/10/2014 [Full-Text]
    2013 Mihai Pitu, Daniela Grijincu, Peihan Li, Asif Saleem, Rosemary Monahan, Diarmuid P. ODonoghue (2013) Artificial Intelligence for Formal Methods Workshop Ars: Analogical Reasoning for reuse of Implementation & Specification Rennes France, 22/06/2013- [Full-Text]
    2012 Diarmuid P. O'Donoghue, Mark T. Keane (2012) Proceedings of the Third International Conference on Computational Creativity A Creative Analogy Machine: Results and Challenges Dublin, Ireland, 30/05/2012- 01/06/2012 [Full-Text]
    2010 Hatton, Donagh, Diarmuid P. O'Donoghue and Amy FitzGerald (2010) Proceedings of China-Ireland International Conference on Information and Communications Technologies Investigating the Effect of Stochastic Replacement Rates on GeneRepair Templates
    2010 FitzGerald, Amy, O'Donoghue, Diarmuid P. (2010) Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) Biologically Inspired Non-Mendelian Repair for Constraint Handling in Evolutionary Algorithms http://delivery.acm.org/10.1145/1840000/1830809/p1817-fitzgerald.pdf?key1=1830809&key2=5361252921&co [Full-Text]
    2009 FitzGerald, Amy, O'Donoghue, Diarmuid P. (2009) 2009 China-Ireland Intentional Conference on Information and Communications Technologies Investigating the Influence of Population and Generation Size on Genetic Repair Templates [Full-Text]
    2009 FitzGerald, Amy and O'Donoghue, Diarmuid P. (2009) Proceedings of 20th Conference on Artificial Intelligence and Cognitive Science Genetic Repair Strategies inspired by Arabidopsis thaliana [Full-Text]
    2005 Diarmuid P. O'Donoghue, A. Loughlin, A. Bohan, M.T. Keane. (2005) 2nd International Joint Workshop on Computational Creativity (IJWCC), at IJCAI Geometric Analogies and Topographic Maps [Full-Text]
    2001 Mulhare, L., O'Donoghue, D. and Winstanley, A.C. (2001) 12th Artificial Intelligence and Cognitive Science AICS-2001 Analogical Structure Matching on Cartographic Data [Full-Text]
    1997 Dr Diarmuid P. O'Donoghue (1997) Conference on Computational Models of Creative Cognition (CMOCC) Towards a Computational Model of Creative Reasoning [Full-Text]

    Book Chapter

    Year Publication
    2002 D. O'Donoghue, Aine Leddy, James Power, John Waldron (2002) 'Bigram Analysis of Java Bytecode Sequences' In: Recent Advances in Java Thehnology Theory, Application, Implementation. Dublin Ireland : Trinity College Dublin. [Full-Text]
    2014 Diarmuid P. O'Donoghue, R. Monahan, D. Grijincu, M. Pitu, F. Halim, F. Rahman, Y. Abgaz, D. Hurley, (2014) 'Creating Formal Specifications with Analogical Reasoning' In: Tarek R. Besold, Kai-Uwe Khnberger, Marco Schorlemmer & Alan Smaill(Eds.). PICS - Publications of the Institute of Cognitive Science. Osnabrck, Germany [Full-Text]
    2010 FitzGerald, Amy, Diarmuid P. O'Donoghue and Xinyu Liu (2010) 'Genetic Repair Strategies inspired by Arabidopsis thaliana' In: Lorcan Coyle, Jill Freyne(Eds.). Lecture Notes in Computer Science - Volume 6206. : Springer. [DOI] [Full-Text]
    2008 A. FitzGerald and D.P. O’Donoghue (2008) 'Genetic Repair for Optimization under Constraints Inspired by Arabidopsis thaliana' In: Parallel Problem Solving from Nature, LNCS 5199 (10th International Conference on Parallel Problem Solving from Nature – PPSN X). Berlin : Springer. [DOI] [Full-Text]
    2005 Mullally, E.C. and D. O’Donoghue (2005) 'Geometric Proportional Analogies In Topographic Maps: Theory and Application' In: A. Macintosh, R. Ellis, T. Allen(Eds.). Proceedings of 25th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence. [Full-Text]
    2002 B. Crean and D. O'Donoghue (2002) 'RADAR: Finding Analogies using Attributes of Structure' In: Lecture Notes in Artificial Intelligence LNAI-2464. [Full-Text]
    2001 L. Mulhare, D. O'Donoghue and A. Winstanley (2001) 'Analogical Structure Matching on Cartographic Data' In: 12th Artificial Intelligence and Cognitive Science. [Full-Text]
    2001 D. Cleary and D. O'Donoghue (2001) 'Creating a Semantic Web Interface with Virtual Reality' In: Compercial Applications of High-Performace Computing - Proceedings of SPIE 4528. [Full-Text]
    1999 T. Veale, D. O'Donoghue and MT. Keane (1999) 'Computability as a limiting cognitive constraint: Complexity concerns in metaphor comprehension about which cognitive linguists should be aware' In: M. Hiraga, C. Sinha and S. Wilcox(Eds.). Cultural, Psychological and Typological Issues in Cognitive Linguistics. Amsterdam : John Benjamins Publishers. [Full-Text]
    1999 D. Cleary and D. O'Donoghue (1999) 'VisualExpresso: Generating a Virtual Reality Internet' In: Lecture Notes in Computer Science (LNCS) 1593. : Springer-Verlag. [Full-Text]

    Edited Book

    Year Publication
    2001 Diarmuid P. O'Donoghue (Ed.). (2001) Proceedings of the 12th Conference on Artificial Intelligence and Cognitive Science, 5-7 September 2001. Maynooth, Ireland: NUI Maynooth,

    Peer Reviewed Journal

    Year Publication
    2019 Salleh S.;Asmai S.;Abas Z.;Shibghatullah A.;O’donoghue D. (2019) 'AncDE with gaussian distribution for numerical optimization problem'. International Journal Of Advances In Intelligent Informatics, 5 (1):48-57. [DOI] [Full-Text]
    2018 Mohd Salleh S.;O’Donoghue D.;Shibghatullah A.;Abas Z. (2018) 'Varying variants for ancde with MDV between target and trial vector (MDV) measurement'. Journal Of Telecommunication, Electronic And Computer Engineering, 10 (2-5):155-160. [Full-Text]
    2013 Hatton, Donagh and O'Donoghue, Diarmuid P. (2013) 'Arabidopsis thaliana Inspired Genetic Restoration Strategies'. INTERNATIONAL JOURNAL OF BIOMETRICS AND BIOINFORMATICS, 7 :35-48. [Full-Text]
    2006 O'Donoghue, DP;Bohan, A;Keane, MT (2006) 'Seeing things: Inventive reasoning with geometric analogies and topographic maps'. New Generation Computing, 24 :267-288. [Full-Text]
    1994 ODONOGHUE, D;HEALY, E;SORENSEN, H (1994) 'DEVELOPMENT OF A RULE-BASED FINITE-CAPACITY SCHEDULING SYSTEM'. International Journal of Production Economics, 36 :221-227.
    2000 Veale, T;O'Donoghue, D (2000) 'Computation and blending (computational feasibility of the conceptual integration theory of Fauconnier and Turner)'. Cognitive Linguistics, 11 :253-281. [Full-Text]
    2012 Rosemary Monahan, Diarmuid P. O'Donoghue (2012) 'Case Based Specifications reusing specifications, programs and proofs'. DAGSTUHL REPORTS, 2 . [Full-Text]
    2006 Mullally, E.C. ,O'Donoghue, D. P. (2006) 'Spatial Inference with Geometric Proportional Analogies'. Artificial Intelligence Review, 26 :129-140. [DOI] [Full-Text]
    2000 T. Veale and D. O'Donoghue (2000) 'Computation and Blending'. Cognitive Linguistics, 11 (3/4):253-281. [Full-Text]

    Conference Contribution

    Year Publication
    2017 Diarmuid O'Donoghue (2017) Artificial Intelligence and Simulation of Behaviour (AISB) Symposium on Serendipity Specialist workshop on artificial Ingelligence St. Mary's Univeristy, London, 15/06/2017-.
    2016 Donny Hurley, Diarmuid P. O’Donoghue, Yalemisew Abgaz, (2016) 6th UK Cognitive Linguistics Conference Generating Lexico-Semantic Graphs for Novel Analogies between Computer Graphics Publications using Dr Inventor Bangor Univ. UK, 19/07/2016-22/07/2016.
    2012 Monahan, R. O'Donoghue D.P. (2012) Case Based Specifications: Re-using programs, specifications and proofs Schloss Dagstuhl - Leibniz Center for Informatics Germany, .
    2011 Diarmuid P. O'Donoghue (2011) Algorithmic Explorations on Biologically Inspired Genetic Repair using Ancestral Templates Department of Agronomy, Iowa State University ISU, Iowa, USA, 02/09/2011-.
    2011 (2011) • Algorithmic Explorations on Biologically Inspired Genetic Repair using Ancestral Templates Genome and Cell Development Biology (GCDB) seminar series (ISU), Department of Agronomy, ISU Iowa State University, .
    2010 (2010) Investigating the Effect of Stochastic Replacement Rates on GeneRepair Templates China-Ireland Information and Communications Technology Conference Wuhan, China, .
    2010 Donagh Hatton (2010) Stochastic GeneRepair for the Travelling Salesman Problem National Conference on Artificial Intelligence and Cognitive Science NUI Galway, Ireland, .
    2009 Diarmuid P. O'Donoghue (2009) Constrained Evolutionary Optimization Using a Biologically Inspired Genetic Repair Process Department of Biology Seminar Series, Univ. Waterloo, Canada University of Waterloo, Canada, 29/07/2009-.
    2009 (2009) Genetic Repair Strategies inspired by Arabidopsis thaliana 20th Conference on Artificial Intelligence and Cognitive Science UCD, Ireland, .
    2008 Dr. G. Mitchell (2008) Evolutionary Computation DUC, Science, Computer Science, .
    2003 Stephen Cleary, Diarmuid O'Donoghue (2003) IT & T Conference IT Waterford, 30/10/2003-31/10/2003.

    Published Report

    Year Publication
    2015 Yalemisew Abgaz, Diarmuid O’Donoghue (2015) Initial version of report for computational scientific creativity. EU - FP7, .
    2014 Yalemisew Abgaz, Donny Hurley, Diarmuid O’Donoghue (2014) Initial Version of Benchmark Datasets. EU - FP7, .
    2014 Yalemisew Abgaz, Donny Hurley, Feng Dong, Diarmuid O’Donoghue (2014) Initial version ROS implementation with report. EU - FP7, . [Link]
    2014 Diarmuid O’Donoghue, Donny Hurley, Yalemisew Abgaz, (2014) Report for ROS. Eurpoean Commission, .
    2014 Yalemisew Abgaz, Diarmuid O’Donoghue (2014) Initial version of evaluation methodology report. EU - FP7, . [Link]

    Conference Paper

    Year Publication
    2010 Hatton, Donagh, O'Donoghue, Diarmuid P. (2010) Stochastic GeneRepair for the Travelling Salesman Problem. CONFP

    Electronic Publication

    Year Publication
    2017 Dong, Feng; O'Donoghue, Diarmuid P.; Ersotelos, Nikolaos; Wu, Shaopeng; Saggion, Horacio; Ronzano, Francesco; Corcho, Oscar; Hurley, Donny; Abgaz, Yalemisew; Zhang, Jian J; Chaudhry, Ehtzaz; Yang, Xiao S; Wei, Hui; Deng, Zhikun; Mahdian, Babak; Careil, Jean-Michel (2017) Scientific Creativity by Utilising Web-based Research Objects. ELECP [Link] https://doi.org/10.21820/23987073.2017.2.40

    Guest Lectures

    Year Publication
    2011 Diarmuid P. O'Donoghue (2011) • Constrained Evolutionary Optimization using a biologically inspired Genetic Repair. GL
    2009 Diarmuid P. O'Donoghue (2009) • Constrained Evolutionary Optimization using a biologically inspired Genetic Repair process. GL

    Thesis

    Year Publication
    2009 Mullally, Emma-Claire (2009) Qualitative Spatial Reasoning with Geometric Analogies. NUI Maynooth: THES
    Certain data included herein are derived from the © Web of Science (2023) of Clarivate. All rights reserved.

    Professional Associations

    Description Function From / To
    Association for Computational Creativity Member 01/01/2010 -

    Education

    Start date Institution Qualification Subject
    UCD PhD Computer Science
    UCC BSc Computer Science
    UCC MSc Computer Science
    MU PGDHE Education

    Teaching Interests

    CS404 Artificial Intelligence and Natural Language Processing
    CS430 Advanced Concepts: Computational Creativity
    CS607 Software Design and Requirements Engineering (MSc)
    Some other modules taught in previous years:
    CS401 Machine Learning and Neural Networks (2000-2005; 2009-10)
    CS142 Introduction to Computer Science (2010 – 2013)
    CS101 Introduction to Computer Programming (2006- 2008) 

    Recent Students

    Graduation date Name Degree
    2018 Poonam Kumari MSc
    2017 John Meehan MSc
    2016 Hager Ali MSc
    2016 Dmitry Smorodinnikov MSc
    2015 Rushikesh Sawant MSc
    2013 Mihai Pitu MSc
    2013 Daniela Grijincu MSc
    2013 David Relihan MSc
    2011 Amy FitzGerald PhD in Computer Science
    2009 Donagh Hatton PhD
    2009 Emma-Claire Mullally PhD in Computer Science