Mohammad Majid al-Rifaie

Contact me at m.majid@[no spam]gold.ac.uk (only if you are a human being or a slightly smart robot)


Events


Ongoing events chaired / organised

Recently organised events

For list of possible UG projects, click here



Publictions (by years of publication)


ORCID http://orcid.org/0000-0002-1798-9615


    2017

  1. [Journal Paper] Javaheri Javid, M. A., M. M., Ursyn, A., Zimmer, R. & al-Rifaie, (2017), Swarmic approach for symmetry detection of cellular automata behaviour, Soft Computing (2017): 1-15

  2. [Paper] Alhakbani, H. A., al-Rifaie, M. M. (2017), Feature Selection using Stochastic Diffusion Search, GECCO-2017: Genetic and Evolutionary Computation Conference, pp. 385-392, American Computing Machinery (ACM).

  3. [Paper] Alhakbani, H. A., al-Rifaie, M. M. (2017), Optimising SVM to classify imbalanced data using Dispersive Flies Optimisation, Proceedings of the 2017 Federated Conference on Computer Science and Information Systems. IEEE. (Accepted and in press)

  4. [Paper] al-Rifaie, M.M., (2017), Perceived Simplicity and Complexity in Nature. In Proc. AISB 2017: Computational Architectures for Animal Cognition (CAAC), Bath, UK. (Accepted)

  5. [Paper] al-Rifaie, M. M., Ursyn, A., Zimmer, R., & Javaheri Javid, M. A. (2017). On Symmetry, Aesthetics and Quantifying Symmetrical Complexity. In Computational Intelligence in Music, Sound, Art and Design: 6th International Conference, EvoMUSART 2017, Amsterdam, Netherlands, April 19–21, 2017, Proceedings (Vol. 10198, p. 17-32). Springer.

  6. [Paper] King, M. and al-Rifaie, M.M., (2017), Building Simple Non-identical Organic Structures with Dispersive Flies Optimisation and A* Path-finding. In Proc. AISB 2017: 8th Symposium on AI & Games, Bath, UK.

  7. [Paper] Khan, I. and al-Rifaie, M.M., (2017), 1D-Bin Packing with Stochastic Diffusion Search. In Proc. AISB 2017: Social Interactions in Complex Intelligent Systems (SICIS), Bath, UK.

  8. [paper] al-Rifaie, M.M., Yee-King, M. and d'Inverno, M., (2017). Boolean prediction of final grades based on weekly and cumulative activities. In SAI Intelligent Systems Conference (IntelliSys), 2017. IEEE, London, UK.

  9. [Journal Paper] al-Rifaie, M. M., Leymarie, F.L., Latham, W., and Bishop (2017), Swarmic Autopoiesis and Computational Creativity, In 2nd Special Issue on Computational Creativity, al-Rifaie, M. M., McGregor, S. (ed.), Connection Science, Taylor & Francis. DOI: 10.1080/09540091.2016.1274960 (accepted and in press)

  10. [Journal Paper] Bishop, M. and al-Rifaie, M. M. (2017), Autopoiesis, Creativity and Dance, Bishop, M. et al., Connection Science, Taylor & Francis. DOI: 10.1080/09540091.2016.1271399 (accepted and in press)

  11. 2016

  12. [paper] Alhakbani, H. A., al-Rifaie, M. M. (2016). Exploring Feature-Level Duplications on Imbalanced Data Using Stochastic Diffusion Search. In 14th European Conference on Multi-Agent Systems (EUMAS 2016), Springer LNCS/LNAI. Valencia, Spain.

  13. [Journal paper] al-Rifaie, M.M. and Blackwell, T., (2016), Reduced projection angles for binary tomography with particle aggregation. In J. Evolutionary Intelligence, Volume 9, Issue 3, pp 67–79, ISSN: 1864-5917, DOI: 10.1007/s12065-016-0140-7.

  14. [Paper] al-Rifaie, M.M., Yee-King, M. and d'Inverno, M., (2016), Investigating Swarm Intelligence for Performance Prediction, In the Proceedings of the 9th international conference on Educational Data Mining (EDM 2016), ACM, Releigh, North Carolina, USA. (accepted and in press)

  15. [Journal paper] Bishop, J.M. and al-Rifaie, M.M., (2016), Autopoiesis and Dance. Revista Eletrônica MAPA D2-Mapa e Programa de Artes em Dança (e Performance) Digital, Volume 3, Issue 1.

  16. [Paper] Bishop, J.M. and al-Rifaie, M.M., (2016), Autopoiesis, Creativity and Dance. In Proc. AISB 2016: 3rd Symposium on Embodied Cognition, Acting and Performance, Sheffield, UK

  17. [paper] Alhakbani, H. A., al-Rifaie, M. M. (2016). A Swarm Intelligence Approach in Undersampling Majority Class. In ANTS 2016 Tenth International Conference on Swarm Intelligence, Lecture Notes in Computer Science (LNCS). Volume 9882, pp 225-232, Brussels, Belgium.

  18. [Paper] Bishop, J.M. and al-Rifaie, M.M., (2016), Autopoiesis in Creativity and Art. In MOCO'2016 3rd International Symposium On Movement & Computing. Thessaloniki, Greece. ISBN: 978-1-4503-4307-7, DOI: 10.1145/2948910.2948948, ACM.

  19. [Edited Book] al-Rifaie, M. M. (2016), Computational Creativity, Measurement and Evaluation, Connection Science, Issue 28.1, Taylor & Francis.

  20. [Book Chapter] Ursyn, A., al-Rifaie, M.M., Fahimul Islam, M.D. (2016) Metaphors for Dance and Programming: Rules, Restrictions, and Conditions for Learning and Visual Outcome, In Knowledge Visualization and Visual Literacy in Science Education, Ursyn, A. (Ed), IGI Global, USA. DOI: 10.4018/978-1-5225-0480-1.ch010

  21. [Journal Paper] al-Rifaie, M. M., Cropley, A., Cropley, D, Bishop, M. (2016), On Evil and Computational Creativity, In Computational Creativity, Measurement and Evaluation, al-Rifaie, M. M (ed.), Connection Science, Issue 28.1, Taylor & Francis. DOI: 10.1080/09540091.2016.1151862

  22. [Editorial] al-Rifaie, M. M. (2016), Editorial: Computational Creativity, Measurement and Evaluation, In Computational Creativity, Measurement and Evaluation, al-Rifaie, M. M (ed.), Connection Science, Issue 28.1, Taylor & Francis. DOI: 10.1080/09540091.2016.1154316.

  23. [Journal Paper] Javaheri Javid, M. A., Blackwell, T., Zimmer, R, al-Rifaie, M. M. (2016), Analysis of Information Gain and Kolmogorov Complexity for Structural Evaluation of Cellular Automata Configurations, In Computational Creativity, Measurement and Evaluation, al-Rifaie, M. M (ed.), Connection Science, Issue 28.1, Taylor & Francis. DOI: 10.1080/09540091.2016.1151861

  24. [Paper] al-Rifaie, M.M., Latham, W., Leymarie, F.L., and Bishop, M., (2016), Swarmic Autopoiesis: Decoding de Kooning, Proceedings of the 3rd AISB Symposium on Computational Creativity (AISB-CC2016), Sheffield, UK.

  25. [Book chapter] al-Rifaie, F.M., al-Rifaie, M.M., (2016), Maximising overlap score in DNA sequence assembly problem by Stochastic Diffusion Search, Intelligent Systems and Applications, Studies in Computational Intelligence, v 650, pp 301-321, Springer

  26. [Book chapter] Javaheri Javid, M. A., Zimmer, R., al-Rifaie, M.M., (2016), A Comparative Analysis of Detecting Symmetries in Toroidal Topology, Intelligent Systems and Applications, Studies in Computational Intelligence, v 650, pp 323-344, Springer

  27. [Paper] al-Rifaie, M. M., Blackwell, T. (2016), Binary Tomography Reconstruction by Particle Aggregation, Evolutionary Computation in Image Analysis, Signal Processing and Pattern Recognition (EvoIASP), Cagnoni, S., Zhang, M. (eds.), Lecture Notes in Computer Science (LNCS), Springer. Porto, Portugal.

  28. [Paper] Javaheri Javid, M. A. , Blackwell, T. , Zimmer, R. , al-Rifaie, M. M. (2016), Correlation Between Human Aesthetic Judgement and Spatial Complexity Measure, Evolutionary and Biologically Inspired Music, Sound, Art and Design (EvoMusart), Johnson, C., Carballal, A. (eds.), Lecture Notes in Computer Science (LNCS), Springer.

  29. [paper] Alhakbani, H. A., al-Rifaie, M. M. (2016,). Handling Class Imbalance In Direct Marketing Dataset Using A Hybrid Data and Algorithmic Level Solutions. In SAI Computing Conference, pp 446-451, DOI: 10.1109/SAI.2016.7556019, 2016. IEEE, London, UK.

  30. [Journal Paper] al-Rifaie, M.M., Blackwell, T., (2016), Cognitive Bare Bones Particle Swarm Optimisation with Jumps, International Journal of Swarm Intelligence Research (IJSIR), Shi, Y (ed), Volume 7, Issue 1 (pp. 1-31), IGI Global, USA.

  31. [Book chapter] al-Rifaie, M.M., Aber, A., (2016), Dispersive Flies Optimisation and Medical Imaging, Recent Advances in Computational Optimization, Studies in Computational Intelligence Volume 610, pp 183-203, S. Fidanova (ed), Studies in Computational Intelligence, Springer.

  32. 2015

  33. [Paper] Javaheri Javid, M. A., Zimmer, R., Ursyn, A., al-Rifaie, M. M. (2015) A Quantitative Approach for Detecting Symmetries and Complexity in 2D Plane, 4th International Conference on the Theory and Practice of Natural Computing (TPNC), Volume 9477, Lecture Notes in Computer Science (LNCS), pp 150-160, Springer.

  34. [Journal Paper] al-Rifaie, M.M. and Aber, A. and Hemanth, D. J. (2015), Deploying swarm intelligence in medical imaging identifying metastasis, micro-calcifications and brain image segmentation, IET Systems Biology Journal, Institution of Engineering and Technology, DOI 10.1049/iet-syb.2015.0036, ISSN 1751-8849, ISBN: 978-1-4799-5669-2, IET Systems Biology. Download

  35. [Paper] Javaheri Javid, M. A. , Blackwell, T. , Zimmer, R. , al-Rifaie, M. M. (2015) Information Gain Measure for Structural Discrimination of Cellular Automata Configurations, IEEE 7th Computer Science & Electronic Engineering Conference in University of Essex (2015), IEEE, Essex, UK.

  36. [paper] al-Rifaie, M. M., Joyce, D., Shergill, S., Bishop, M. (2015,). Investigating stochastic diffusion search in data clustering. In SAI Intelligent Systems Conference (IntelliSys), 2015 (pp. 187-194). IEEE, London, UK.

  37. [Paper] Javaheri Javid, M.A. , al-Rifaie, M.M. , Zimmer, R, (2015), Swarm Intelligence Approach in Detecting Spatially-Independent Symmetries in Cellular Automata, IEEE SAI Intelligent Systems Conference 2015 (IntelliSys 2015), IEEE, London, U.K.

  38. [Paper] al-Rifaie, M.M., al-Rifaie, F.M., (2015), Investigating Stochastic Diffusion Search in DNA sequence assembly problem , IEEE SAI Intelligent Systems Conference 2015 (IntelliSys 2015), IEEE, London, U.K.

  39. [Paper] Javaheri Javid, M.A. , al-Rifaie, M.M. , Zimmer, R, (2015), Spatial Complexity Measure for Characterising Cellular Automata Generated 2D Patterns, Proceedings of the 17th Portuguese Conference on Artificial Intelligence (EPIA-2015), Lecture Notes in Artificial Intelligence (LNAI), Coimbra, Portugal.

  40. [Paper] Javaheri Javid, M.A. , al-Rifaie, M.M. , Zimmer, R, (2015), An Informational Model for Cellular Automata Aesthetic Measure, Proceedings of the 2nd AISB Symposium on Computational Creativity (AISB-CC2015), University of Kent, Canterbury, UK.

  41. [Book Chapter] M.M. al-Rifaie and J.M. Bishop, (2015), Weak and strong computational creativity, Computational Creativity Research: Towards Creative Machines, Springer.

  42. [Paper] al-Rifaie, Asmaa M. and al-Rifaie, Mohammad M., (2015), Generative Music with Stochastic Diffusion Search, Evolutionary and Biologically Inspired Music, Sound, Art and Design (EvoMusart), Johnson, C., Carballal, A. (eds.), Lecture Notes in Computer Science (LNCS), Springer.

  43. [Med Abs] Aber, A. and Bown, M. and Sayers, R. and al-Rifaie, M.M., (2015), Artificial intelligence algorithms to quantify arterial calcification: a proof of principle study, Multidisciplinary European Endovascular Therapy (MEET 2015), Nice, France

  44. 2014

  45. [Paper] Javaheri Javid, M.A. , al-Rifaie, M.M. , Zimmer, R, (2014), Detecting Symmetry in Cellular Automata Generated Patterns Using Swarm Intelligence, Proceedings of the 3rd International Conference on theTheory and Practice of Natural Computing (TPNC 2014), 83--94. Lecture Notes in Computer Science (LNCS), Springer.

  46. [Paper] al-Rifaie, M.M., (2014), Dispersive Flies Optimisation, Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 535--544. IEEE. Download: paper :: code

  47. [Journal Paper] al-Rifaie, M.M., (2014), Penguins Huddling Optimisation, International Journal of Agent Technologies and Systems IJATS, 6(2) 1-29. , Invited Session for editors, IGI Global, USA.

  48. [Paper] al-Rifaie, M.M. and Aber, A., (2014), On Evil and Computational Creativity, 1st AISB Symposium on Computational Creativity, Goldsmiths, University of London, UK.

  49. [Paper] al-Rifaie, M.M. and Aber, A. Sayers, R. and Choke, E. and Bown, M., (2014), Deploying Swarm Intelligence in Medical Imaging, IEEE International Conference on Bioinformatics & Biomedicine (BIBM 2014), Belfast, United Kingdom, ISBN: 978-1-4799-5669-2, IEEE. Download

  50. 2013

  51. [Journal Paper] al-Rifaie, M.M. and Bishop, J.M., (2013), Stochastic Diffusion Search Review, PALADYN Journal of Behavioral Robotics, DOI: 10.2478/pjbr-2013-0021 JBR · 4(3) · 2013 · 155-173. Download

  52. [Poster] al-Rifaie, M.M., Aber, A., (2013) Ant Intelligence Framework: identifying traces of cancer, SET for BRITAIN 2013 (organised and invited by Andrew Miller MP, Chairman, Parliamentary and Scientific Committee), House of Commons, London, UK.

  53. [Paper] al-Rifaie, M.M. and Bishop J.M., (2013), Swarmic Paintings and Colour Attention, Evolutionary and Biologically Inspired Music, Sound, Art and Design, Machado, P., McDermott, J. (eds.), Lecture Notes in Computer Science (LNCS), volume 7834, Springer.

  54. [paper] al-Rifaie, M.M. and Bishop J.M., (2013), Swarmic Sketches and Attention Mechanism, Evolutionary and Biologically Inspired Music, Sound, Art and Design, Machado, P., McDermott, J. (eds.), Lecture Notes in Computer Science (LNCS), volume 7834, Springer.

  55. [Paper] al-Rifaie, M.M. and Bishop J.M., (2013), Swarm Intelligence and Weak Artificial Creativity, AAAI 2013 Spring Symposium Series, Creativity and (Early) Cognitive Development: A perspective from Artificial Creativity, Developmental AI and Robotics, Stanford University, USA.

  56. [Paper] al-Rifaie, M.M. and Bishop J.M., (2012), Weak vs. Strong Computational Creativity, Computing, Philosophy and the Question of Bio-Machine Hybrids: 5th AISB Symposium on Computing and Philosophy, University of Birmingham, UK.

  57. 2012

  58. [Journal Paper] al-Rifaie, M.M. and Bishop, J.M. and Blackwell T., (2012), Information Sharing Impact of Stochastic Diffusion Search on Differential Evolution Algorithm , Journal of Memetic Computing, Springer, ISSN 1865-9284. DOI: 10.1007/s12293-012-0094-y.

  59. [Book Chapter] al-Rifaie, M.M. and Blackwell T., (2012), Bare Bones Particle Swarms with Jumps, ANTS 2012 Eighth International Conference on Swarm Intelligence, Lecture Notes in Computer Science (LNCS), volume 7461, ISBN 978-3-642-32650-9. Springer. Download

  60. [Paper] al-Rifaie, M.M. and Bishop, J.M. and Blackwell T., (2012), Information Exchange In Population-Based Algorithms, AISB Quarterly 134.

  61. [Journal Paper] al-Rifaie, M.M. and Bishop, J.M. and Caines, S., (2012), Creativity and Autonomy in Swarm Intelligence Systems, In Journal of Cognitive Computation: Computational Creativity, Intelligence and Autonomy (M. Bishop and Y. Erden, eds.), ISSN: 1866-9956, Springer, DOI: 10.1007/s12559-012-9130-y. Download

  62. [Book Chapter] al-Rifaie, M.M. and Aber, A. and Bishop J.M., (2012), Cooperation of Nature and Physiologically Inspired Mechanism in Visualisation, Book Chapter, Biologically-Inspired Computing for the Arts: Scientific Data through Graphics, DOI: 10.4018/978-1-46660-942-6, ISBN13: 9781466609426, ISBN10: 1466609427, EISBN13: 9781466609433, IGI Global, USA. Download

  63. [Paper] al-Rifaie, M.M. and Aber, A. and Oudah, A.M., (2012), Utilising Stochastic Diffusion Search to Identify Metastasis in Bone Scans and Microcalcifications on Mammographs, In Proceedings of 2012 IEEE International Conference on Bioinformatics & Biomedicine (BIBM 2012), Multiscale Biomedical Imaging Analysis (MBIA2012), (acceptance rate 20%), Philadephia, United States, IEEE.

  64. [Paper] al-Rifaie, M.M. and Aber, A., (2012), Identifying Metastasis in Bone Scans with Stochastic Diffusion Search, In Proceedings of 2012 IEEE International Symposium on IT in Medicine & Education (ITME2012), Hokkaido, Japan, IEEE.

  65. [e-Poster] Aber, A. and al-Rifaie, M.M. and Bishop, J.M., (2012), Swarms Search for Cancerous Lesions: Artificial Intelligence Use for Accurate Identification of Bone Metastasis on Bone Scans, The European Federation of National Associations of Orthopaedics and Traumatology (EFORT), 13th EFORT Congress, Berlin, Germany.

  66. 2011

  67. [Book Chapter] al-Rifaie, M.M. and Bishop, J.M. and Blackwell T., (2011), Resource Allocation and Dispensation Impact of Stochastic Diffusion Search on Differential Evolution Algorithm, Nature Inspired Cooperative Strategies for Optimisation (NICSO 2011), Studies in Computational Intelligence, Springer, ISSN 1860 949X. Download

  68. [Paper] al-Rifaie, M.M. and Bishop, J.M. and Blackwell T., (2011), An Investigation Into the Merger of Stochastic Diffusion Search and Particle Swarm Optimisation, GECCO-2011: Genetic and Evolutionary Computation Conference, American Computing Machinery (ACM), ISBN 978-1-4503-0557-0 (pp 37-44) [Also session chair for GECCO ACO-SI track], DOI: 10.1145/2001576.2001583. Download

  69. [Paper] al-Rifaie, M.M. and Bishop, J.M. and Blackwell T., (2011), An Investigation Into the use of Swarm Intelligence for an Evolutionary Algorithm Optimisation; The Optimisation Performance of Differential Evolution Algorithm Coupled with Stochastic Diffusion Search, International Conference on Evolutionary Computation Theory and Application (ECTA 2011), University PARIS-EST Créteil (UPEC), (acceptance rate 13%), Paris, France.

  70. [Paper] al-Rifaie, M.M. and Bishop, J.M., (2011), The mining game, AISB Quarterly 130.

  71. [Paper] al-Rifaie, M.M. and Bishop J.M. and Aber, A., (2011), Creative or Not? Birds and Ants Draw with Muscle, Proceedings of AISB 2011: Computing & Philosophy, ISBN: 978-1-908187-03-1. Download

  72. [Paper] al-Rifaie, M.M. and Aber, A. and Raisys, R., (2011), Swarming Robots and Possible Medical Applications, ISEA2011: International Society for the Electronic Arts, Istanbul, Turkey.



Feel free to download the papers!






Mohammad Majid al-Rifaie
Last updated, March 2016

Muscles and Swarms

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