Computational Creativity, mostly using Analogy and Conceptual Blending

• Novelty Assurance by a Cognitively Inspired Analogy Approach to Uncover Hidden Similarity, Diarmuid P. O’Donoghue, Conor Brady, Shane Smullen, Gary Crowe, International Conference on Computational Creativity (ICCC), Bozen/Bolzano, Italy, June 2022 (22-iccc).
• Creating new Program Proofs by Combining Abductive and Deductive Reasoning, Kuruvilla George Aiyankovil, Diarmuid P. O'Donoghue, Rosemary Monahan, International Conference on Computational Creativity (ICCC), virtual Mexico, pp 394-399, September 2021 (21-iccc).
• Upcycling Formal Specifications for Similar Implementations with Aris, Kuruvilla George Aiyankovil, Rosemary Monahan, Diarmuid P. O'Donoghue, International Conference on Case Based Reasoning (ICCBR) Workshop on CBR Demonstrations and Showcases, 2021 (21-ICCBR).
• Effortful & Expert Evaluation in Developing Serious CST, Diarmuid P. O'Donoghue, International Conference on Computational Creativity (ICCC) CoCreativity Workshop, 2020. (20-effortful.pdf).
• Characteristics of Pro-c Analogies and Blends between Research Publications, Yalemisew Abgaz, Diarmuid P. O'Donoghue, Donny Hurley, Ehtzaz Chaudhry, Jian Jun Zhang, International Conference on Computational Creativity (ICCC), Atlanta,GA, USA, June 2017 (17-iccc).
• Dr. Inventor, Promoting Scientific Creativity by Utilising Web-based Research Objects 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, Impact, Volume 2017, Number 2, February 2017, pp. 40-44(5) (online).
• Evaluation of Analogical Inferences Formed from Automatically Generated Representations of Scientific Publications, Yalemisew Abgaz, Diarmuid P. O'Donoghue, Dmitry Smorodinnikov, Donny Hurley, AICS, UCD, Ireland, September, 2016 (16-aics).
• Embedding a Creativity Support Tool within Computer Graphics Research, Yalemisew Abgaz, Diarmuid P. O'Donoghue, Donny Hurley, Horacio Saggion, Francesco Ronzano, Dmitry Smorodinnikov, ECAI - MRC workshop, August, 2016. (16-mrc).
• Expert and Corpus-Based Evaluation of a 3-Space Model of Conceptual Blending, Donny Hurley, Yalemisew Abgaz, Hager Ali, Diarmuid O'Donoghue, ECAI - EGPAI workshop, August, 2016. (16-egpai).
• Generating Lexico-Semantic Graphs for Novel Analogies between Computer Graphics Publications using Dr Inventor, Donny Hurley, Diarmuid P. O'Donoghue, Yalemisew Abgaz, 6th UK Cognitive Linguistics Conference, July 19 - Friday July 22, 2016 (16-ukclc).
• Stimulating and Simulating Creativity with Dr Inventor, Diarmuid P. O'Donoghue, Yalemisew Abgaz, Donny Hurley, Francesco Ronzano, Horacio Saggion, International Conference on Computational Creativity (ICCC), Park City, Utah, USA, pp 220-227, July 2015 (15-iccc.pdf).
• Creating Formal Specifications with Analogical Reasoning, D.P. O'Donoghue, R. Monahan, D. Grijincu, M. Pitu, F. Halim, F. Rahman, Y. Abgaz, D. Hurley, ECAI workshop C3GI "Computational Creativity, Concept Invention, and General Intelligence", PICS - Publications of the Institute of Cognitive Science, Vol 1, 2014 (14-c3gi.pdf).
• Can a Computationally Creative System Create Itself? Creative Artefacts and Creative Processes, Diarmuid P. O'Donoghue, James Power, Sian O'Briain, Feng Dong, Aidan Mooney, Donny Hurley, Yalemisew Abgaz, Charles Markham, International Conference on Computational Creativity (ICCC), June 10 to 13, 2014, Ljubljana, Slovenia (14-iccc.pdf).
• Towards Dr Inventor: A Tool for Promoting Scientific Creativity, D.P. O'Donoghue, H Saggion, F. Dong, D. Hurley, Y. Abgaz, X. Zheng, O. Corcho, J.J. Zhang, J-M Careil, B. Mahdian, X. Zhao, International Conference on Computational Creativity (ICCC) - Late Breaking Paper, June 10 to 13, 2014, Ljubljana, Slovenia (14-iccc-lbp.pdf).
• Aris: Analogical Reasoning for reuse of Implementation & Specification, 4th Artificial Intelligence for Formal Methods Workshop (AI4FM), Rennes France, 22 July 2013, Mihai Pitu, Daniela Grijincu, Peihan Li, Asif Saleem, Rosemary Monahan, Diarmuid P. O'Donoghue (13-ai4fm.pdf).
• Case Based Specifications - reusing specifications, programs and proofs, Dagstuhl Reports Vol. 2, Issue 7 - AI meets Formal Software Development, October 2012, pp 20-21, Rosemary Monahan, Diarmuid O'Donoghue (12-Dagstuhl.pdf).
• A Creative Analogy Machine: Results and Challenges, Diarmuid P. O'Donoghue, Mark T. Keane, 4^th International Conference on Computational Creativity (ICCC), UCD, Dublin, Ireland, pp 17-24, May 30-June 1, 2012. (12-iccc.pdf).
• Statistical Evaluation of Process-Centric Computational Creativity: Evaluating Computer-Generated Analogies, Diarmuid P. O'Donoghue, 4^th International Joint Workshop on Computational Creativity (IJWCC), Goldsmiths, University of London, 17-19 June, 2007. (07-ijwcc.pdf).
• Seeing Things: Inventive Reasoning with Geometric Analogies and Topographic Maps, New Generation Computing, 24, (3) (special issue on computational creativity), 267-288, Ohmsha Ltd. and Springer, Diarmuid P. O'Donoghue, A. Bohan, Mark T. Keane, 2006. (Ohmsha press 06-ngc, 06-ngc.pdf).
• Geometric Analogies and Topographic Maps, 2^nd International Joint Workshop on Computational Creativity (IJWCC), at IJCAI, July 30, Edinburgh, Scotland. D. O'Donoghue, A. Loughlin, A. Bohan, M.T. Keane. (05-ijwcc-at-ijcai.pdf).
• Searching for Serendipitous Analogies, European Conference on Artificial Intelligence ECAI - Workshop on Creative Systems, Lyon, France, 21-26 July 2002, Diarmuid O'Donoghue, Brian Crean. (02-ecai.pdf, 05.pdf).
• RADAR: Finding Analogies using Attributes of Structure LNAI 2464, p. 20-27, AICS 2002, Limerick, Ireland, 12-13 September 2002, Brian Crean, Diarmuid O'Donoghue (02-aics.pdf).
• Retrieving Analogs with Features of Structure, IASTED-2001, Applied Informatics Conference, Brian Crean, O'Donoghue, D. (02-iasted-bc.pdf).
• A Ludi Model for Geometric Analogies using Attribute Matching AICS-2000 11th Artificial Intelligence and Cognitive Science Conference, Aug. 23-25, NUI Galway, Ireland, 2000, Bohan, O'Donoghue. (00-struct.pdf).
• Computation and Blending, Cognitive Linguistics (special Issue on Conceptual Blending), Vol. 11, Issue 3/4, Pages 253-281, 2000, T. Veale, D. O'Donoghue. (DeGruyter, 00-cogling.pdf).
• Computability as a limiting cognitive constraint: Complexity concerns in metaphor comprehension about which cognitive linguists should be aware T. Veale, D. O'Donoghue, and M. Keane; in Cultural, Psychological and Typological Issues in Cognitive Linguistics, Ed. M. Hiraga, C. Sinha and S. Wilcox., John Benjamins Publ. Amsterdam/Philadelphia. pp 129-154. ISBN: 90 272 36569, 1999. (99-chapt.pdf).
• Constraining Analogical Inference with Memory-based Verification, Artificial Intelligence and Cognitive Science (AICS-99), UCC, pp 58-64, 1999, D. O'Donoghue.(99-aics.pdf).
• Towards a Computational Model of Creative Reasoning, Conference on Computational Models of Creative Cognition (CMOCC), Dublin City University, Ireland, June 30 - July 2, 1997, D. O'Donoghue. (97-cmocc.pdf).
• Timbre Morphing using the Wigner Time-Frequency Distribution, Conference on Computational Models of Creative Cognition (CMOCC), Dublin City University, Ireland, June 30 - July 2, 1997, T. Lysaght, D. O'Donoghue, D. Vernon (97-cmocc-timbre.pdf).
• Representational Myopia in Cognitive Mapping: Locating the Real source of the Power in Theories of Cognitive Mapping, American Association Artificial Intelligence (AAAI-96) - Computational Cognitive Modelling Workshop, Portland, Oregon, 1996, Veale, T. Smyth B, O'Donoghue, D. and M. T. Keane.
• Epistemological issues in metaphor comprehension: A comparative analysis of three models of metaphor interpretation, 4th International Conference of the Cognitive Linguistics Association (ICLA), University of New Mexico, July 16-21 1995, Tony Veale, Diarmuid O'Donoghue Mark Keane. (99-chapt.pdf).

Ancestor Re-Use in Evolutionary Algorithms (Genetic Algorithms)

• AncDE with Gaussian Distribution for Numerical Optimization Problem, Siti Khadijah Mohd Salleh, Siti Azirah Ismai, Zuraida Abal Abas, Diarmuid O'Donoghue, IEEE 15th International Colloquium on Signal Processing & Its Applications (CSPA), Malaysia, March 2019. (19 IEEE - CSPA).
• AncDE with gaussian distribution for numerical optimization problem, Siti Khadijah Mohd Salleh, Siti Azirah Asmai, Zuraida Abal Abas, A. S. Shibghatullah, Diarmuid O'Donoghue, International Journal of Advances in Intelligent Informatics, Vol. 5, No. 1, pp 48-57, 2019 (19 IJAIN).
• Varying Variants for AncDE with MDV between Target and Trial Vector Measurement, Siti Khadijah Mohd Salleh, Diarmuid O'Donoghue, Abd Samad Shibghatullah, Zuraida Abal Abas, Journal of Telecommunication, Electronic and Computer Engineering (JTEC), Vol. 10, No. 2-5, pp 155-160, 2018 (18 JTEC).
• AncDE for Single-Objective Computationally Expensive Numerical Optimization With Most Appropriate Value Of Aup And Arp, Interdisciplinary ICT Practice Conference,(IIPC 2017), Siti Khadijah, Mohd Salleh, Diarmuid, O'Donoghue, Abdul Samad, Shibghatullah, pp 100-112, Melaka Malaysia November, 2017 (17 IIPC).
• Magnitude of Difference (MDV) between Target vector and Trial vector in AncDE and standard Differential Evolution, Proceedings 5th International Conference on Artificial Intelligence, Computer Science & Information Technology (AICSIT 2017), Siti Khadijah Mohd Salleh, O'Donoghue D.P, Abdul Samad Shibghatullah, pp 100-104, Malaysia, 31st July & 1st August, 2017 (17 AICSIT).
• An Ancestor based Extension to Differential Evolution (AncDE) for Single-Objective Computationally Expensive Numerical Optimization, IEEE Congress on Evolutionary Computation (IEEE CEC), Sawant R, Hatton D, O'Donoghue D.P, pp 3228-3234, Sendia, Japan, May 2015 (15 AncDE, pre-print version). DOI: 10.1109/CEC.2015.7257293.
• Arabidopsis thaliana Inspired Genetic Restoration Strategies, International Journal of Biometrics and Bioinformatics (IJBB), Volume 7: Issue 1, pp 35-48, Donagh Hatton, Diarmuid P. O'Donoghue, 2013 (13-ijbb.pdf).
• Explorations on Template-Directed Genetic Repair Using Ancient Ancestors and Other Templates, Proc 11th Genetic and Evolutionary Computation Conference (GECCO), Donagh Hatton, Diarmuid P. O'Donoghue, July 2011, pp 325-332, (ACM library, 11-gecco.pdf).
• Genetic Repair Strategies inspired by Arabidopsis thaliana, Lecture Notes in Artificial Intelligence (LNAI 6206), Amy FitzGerald, Diarmuid P. O'Donoghue and Xinyu Liu, pp 61-71, 2010 (Springer-Link, 10-lnai.pdf).
• Biologically Inspired Non-Mendelian Repair for Constraint Handling in Evolutionary Algorithms, The Genetic and Evolutionary Computation Conference (GECCO) Constraint Handling Workshop, Amy FitzGerald, Diarmuid P. O'Donoghue, Portland, Oregon, pp 1817-1825, 7-11 July 2010 (ACM Online, 10-gecco.pdf).
• Genetic Repair for Optimization under Constraints inspired by Arabidopsis thaliana Parallel Problem Solving from Nature (PPSN), Amy FitzGerald, D. P. O'Donoghue, Lecture Notes in Computer Science (LNCS 5199), Springer Berlin / Heidelberg, Germany, pp 399-408, 2008 (Springer-online, 08-ppsn.pdf).
• GeneRepair - A Repair Operator for Genetic Algorithms The Genetic and Evolutionary Computation Conference (GECCO), Chicago IL, July 2003, George G. Mitchell, Diarmuid O'Donoghue, David Barnes, Mark McCarville (03-gecco.pdf).
• A New Operator for Efficient Evolutionary Solutions to the Travelling Salesman Problem, Applied Informatics 2000, pp 771-774, 0-88986-280-X, 2000, George G. Mitchell, O'Donoghue, D. Trenaman, A. (00-iasted-ga.pdf).

Analogies in GeoComputation

• Extending Irregular Cellular Automata with Geometric Proportional Analogies, GISRUK Conference, NUI Maynooth April, pp353-358, O'Donoghue, D. P. Mullally, E. 2007 (07-gisruk.pdf).
• Spatial Inference with Geometric Proportional Analogies, Artificial Intelligence Review, Mullally, Emma-Claire. O'Donoghue, Diarmuid. P. 2006, Vol. 26, Nos.1-2, pp 129-140 (online at Springer-Link, 06-iar.pdf).
• Spatial Inference based on Geometric Proportional Analogies, Emma-Claire Mullally, Diarmuid P. O'Donoghue, 17^th Artificial Intelligence and Cognitive Science (AICS-2006) Conference, Queen's University, Belfast. September, pp 40-49, 2006. (06-aics.pdf).
• Geometric Proportional Analogies In Topographic Maps: Theory and Application, Applications and Innovations in Intelligence Systems XIII (SGAI), Cambridge,UK. 12-14^thDecember 2005, pp 95-108, E-C. Mullally, D.P. O'Donoghue, A.J. Bohan, M.T. Keane ISBN: 978-1-84628-223-2. (05-sgai.pdf, via google books).
• Using Context to Repair Partial Occlusions in Topographic Data, Proceedings of GISRUK - Geographical Information Science Research Conference, Norwich, UK, pp 15-18, 28-30 April, 2004. Diarmuid O'Donoghue, Alan Loughlin. (04-gisruk.pdf).
• Identifying and Evaluating a Generic Set of Super Instructions for Embedded Java Programs, 2004 International Conference on Embedded Systems and Applications (ESA/VLSI-04), Diarmuid O'Donoghue, J. Power, pp 192-198, Las Vegas, Nevada, USA, June 21-24, 2004.(04-icesa.pdf).
• Applications of Cartographic Structure Matching, IEEE - IGARSS Conf., July 21-25, Toulouse, France, 2003, Diarmuid O'Donoghue, Adam Winstanley, Leo Mulhare, and Laura Keyes. (03-igarss.pdf).
• Bi-gram analysis of Java ByteCode Sequences, Recent Advances in Java Technology Theory, Application, Implementation, Edited by J. Power and J. Waldron, Computer Science Press, Trinity College Dublin, pp 243- 248, 0-9544145-0-0, 2002, D. O'Donoghue, Aine Leddy, James Power, John Waldron. (02-ire.pdf). Data 02-BiGram Data.xls, 02-3Gram Data.xls, 02-5Gram Data.xls.
• Context-based classification of objects in cartographic data, GISRUK Geographical Information Science Research Conference, pp 195-198, Sheffield, UK, April 2002, Mulhare, O'Donoghue, Winstanley, (02-gisruk.pdf).
• Analogical Structure Matching on Cartographic Data 12th Artificial Intelligence and Cognitive Science AICS-2001, NUI Maynooth, Ireland, pp 43-53, Sept. 5-7, 2001, ISBN 0-901519-48-0, Mulhare, D. O'Donoghue, A. C. Winstanley. (01-aics.pdf).
• Finding Analogous Structures in Cartographic Data 4^th AGILE Conference on G.I.S. in Europe, Brno, Czech Republic, April, 2001, O'Donoghue, D., Adam Winstanley. (01-agile.pdf).
• Topographical Object Recognition through Structural Mapping 1^stInternational Conference on Geographic Information Science - GIScience, 2000, Savannah, Georgia, USA, October 28-31, 2000, Adam Winstanley, Diarmuid O'Donoghue, and Laura Keyes. (00-giscience.pdf).