Bare bones particle swarms, restart, jump, PSO

al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Blackwell, Tim (2012) Bare bones particle swarms with jumps. In: Swarm Intelligence 8th International Conference, ANTS 2012, Brussels, Belgium, September 12-14, 2012. Proceedings. Lecture Notes in Computer Science book series (LNCS), 7461 . Springer, Berlin, Germany, pp. 49-60. ISBN 978-3642326493 ISSN 0302-9743 (Print), 1611-3349 (Online) (doi:https://doi.org/10.1007/978-3-642-32650-9_5)

Binary tomography, discrete tomography, particle aggregation, underdetermined linear systems

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Blackwell, Tim (2016) Binary Tomography Reconstruction by Particle Aggregation. In: Applications of Evolutionary Computation: 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part I. Lecture Notes in Computer Science, 9597 . Springer, Cham, Switzerland, pp. 754-769. ISBN 978-3319312033 ISSN 0302-9743 (Print), 1611-3349 (Online) (doi:https://doi.org/10.1007/978-3-319-31204-0_48)

Cellular automata, swarm intelligence, symmetry, aesthetics.

Javaheri Javid, Mohammad Ali, Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Zimmer, Robert (2014) Detecting symmetry in cellular automata generated patterns using swarm intelligence. In: Theory and Practice of Natural Computing Third International Conference, TPNC 2014, Granada, Spain, December 9-11, 2014. Proceedings. Lecture Notes in Computer Science book series (LNCS), 8890 . Springer, Cham, Switzerland, pp. 83-94. ISBN 978-3319137483 ISSN 0302-9743 (Print), 1611-3349 (Online) (doi:https://doi.org/10.1007/978-3-319-13749-0_8)

Complexity theory, entropy, automata, gain measurement, uncertainty, atmospheric measurements, particle measurements

Javaheri Javid, Mohammad Ali, Blackwell, Tim, Zimmer, Robert and Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2015) Information gain measure for structural discrimination of cellular automata configurations. In: 2015 7th Computer Science and Electronic Engineering Conference (CEEC). Institute of Electrical and Electronics Engineers (IEEE), Colchester, UK, pp. 47-52. ISBN 978-1467394819 (doi:https://doi.org/10.1109/CEEC.2015.7332698)

Complexity, entropy, information gain, Kolmogorov complexity, computational aesthetics, cellular automata

Javaheri Javid, Mohammad Ali, Blackwell, Tim, Zimmer, Robert and Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2016) Analysis of information gain and Kolmogorov complexity for structural evaluation of cellular automata configurations. Connection Science, 28 (2). pp. 155-170. ISSN 0954-0091 (Print), 1360-0494 (Online) (doi:https://doi.org/10.1080/09540091.2016.1151861)

Computational creativity, Searle, art, freedom, creativity, swarmic freedom

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Bishop, Mark (2014) Weak and Strong Computational Creativity. Computational Creativity Research: Towards Creative Machines. Atlantis Thinking Machines, 7 . Atlantis Press, Paris, pp. 37-49. ISBN 978-9462390843 (doi:https://doi.org/10.2991/978-94-6239-085-0_2)

Creativity; autopoiesis; stochastic diffusion search; dispersive flies optimisation; generative art

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 , Fol Leymarie, Frédéric, Latham, William and Bishop, Mark (2017) Swarmic autopoiesis and computational creativity. Connection Science, 29 (4). pp. 276-294. ISSN 0954-0091 (Print), 1360-0494 (Online) (doi:https://doi.org/10.1080/09540091.2016.1274960)

Particle Swarm Optimisation, Bare Bones PSO, Global Optimization, Optimisation, Swarm Intelligence

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Blackwell, Tim (2016) Cognitive bare bones particle swarm optimisation with jumps. International Journal of Swarm Intelligence Research (IJSIR), 7 (1). pp. 1-31. ISSN 1947-9263 (Print), 1947-9271 (Online) (doi:https://doi.org/10.4018/ijsir.2016010101)

Stochastic Diffusion Search, SDS, creativity, autonomy, swarm intelligence

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 , Bishop, Marc and Caines, Suzanne (2012) Creativity and autonomy in swarm intelligence systems. Cognitive Computation, 4. pp. 320-331. ISSN 1866-9956 (Print), 1866-9964 (Online) (doi:https://doi.org/10.1007/s12559-012-9130-y)

Stochastic diffusion search, SDS

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Bishop, John Mark (2013) Stochastic diffusion search review. Paladyn, Journal of Behavioral Robotics, 4 (3). pp. 155-173. ISSN 2080-9778 (Print), 2081-4836 (Online) (doi:https://doi.org/10.2478/pjbr-2013-0021)

Stochastic diffusion search, metastasis, bone scan, SDS

al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Aber, Ahmed (2012) Identifying metastasis in bone scans with stochastic diffusion search. In: 2012 International Symposium on Information Technologies in Medicine and Education. Institute of Electrical and Electronics Engineers (IEEE), Hokkaido, Japan, pp. 519-523. ISBN 978-1467321082 (doi:https://doi.org/10.1109/ITiME.2012.6291355)

Stochastic diffusion search, music, swarm intelligence, stochastic diffusion search, generative music, nature-inspired algorithm.

Al-Rifaie, Asmaa Majid and Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2015) Generative music with stochastic diffusion search. In: EvoMUSART 2015: Evolutionary and Biologically Inspired Music, Sound, Art and Design. Lecture Notes in Computer Science book series (LNCS), 9027 . Springer, Cham, Switzerland, pp. 1-14. ISBN 978-3319164977 ISSN 0302-9743 (Print), 1611-3349 (Online) (doi:https://doi.org/10.1007/978-3-319-16498-4_1)

Stochastic diffusion search; DNA sequence assembly

Al-Rifaie, Fatimah Majid and Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2015) Investigating stochastic diffusion search in DNA sequence assembly problem. In: Proceedings of 2015 SAI Intelligent Systems Conference (IntelliSys). 10-11 November 2015 London, UK. IEEExplore . Institute of Electrical and Electronics Engineers (IEEE), New Jersey, USA, pp. 625-631. ISBN 978-1467376068 (doi:https://doi.org/10.1109/IntelliSys.2015.7361205)

Stochastic diffusion search; swarm intelligence; computational creativity

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Bishop, Mark (2013) Swarmic paintings and colour attention. In: Evolutionary and Biologically Inspired Music, Sound, Art and Design Second International Conference, EvoMUSART 2013, Vienna, Austria, April 3-5, 2013. Proceedings. Lecture Notes in Computer Science book series (LNCS), 7834 . Springer, Berlin, Germany, pp. 97-108. ISBN 978-3642369544 ISSN 0302-9743 (Print), 1611-3349 (Online) (doi:https://doi.org/10.1007/978-3-642-36955-1_9)

Swarm Intelligence

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2018) Swarm Intelligence and Evolutionary Techniques for Real World Applications. [Working Paper] (Unpublished)

Swarm intelligence, optimisation, dispersive flies optimisation, diversity, evolutionary systems

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2014) Dispersive Flies Optimisation. In: Proceedings of the 2014 Federated Conference on Computer Science and Information Systems. Annals of Computer Science and Information Systems, 2 . FedCSIS, pp. 529-538. ISBN 978-8360810583 ISSN 2300-5963 (Print), 2300-5963 (Online) (doi:https://doi.org/10.15439/2014f142)

Symmetry complexity, entropy, information gain, cellular automata, 2D patterns.

Javaheri Javid, Mohammad Ali, Zimmer, Robert, Ursyn, Anna and Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2015) A quantitative approach for detecting symmetries and complexity in 2D plane. In: Theory and Practice of Natural Computing. Fourth International Conference, TPNC 2015, Mieres, Spain, December 15-16, 2015. Proceedings. Lecture Notes in Computer Science book series (LNCS), 9477 . Springer, Cham, Switzerland, pp. 150-160. ISBN 978-3319268408 ISSN 0302-9743 (Print), 1611-3349 (Online) (doi:https://doi.org/10.1007/978-3-319-26841-5_12)

Weak artificial creativity, swarm intelligence

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Bishop, Mark (2013) Swarm intelligence and weak artificial creativity. In: Creativity and (Early) Cognitive Development: A perspective from Artificial Creativity, Developmental AI and Robotics. AAAI Spring Symposium Series 2013 AAAI Spring Symposium Series . Association for the Advancement of Artificial Intelligence (AAAI) Press, Palo Alto, California, pp. 14-19. ISBN 978-1577355991

cellular automata, spatial complexity, 2D patterns

Javaheri Javid, Mohammad Ali, Blackwell, Tim, Zimmer, Robert and Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2015) Spatial complexity measure for characterising cellular automata generated 2D patterns. In: Progress in Artificial Intelligence. 17th Portuguese Conference on Artificial Intelligence, EPIA 2015, Coimbra, Portugal, September 8-11, 2015. Proceedings. Lecture Notes in Computer Science book series (LNCS), 9273 . Springer, Cham, Switzerland, pp. 201-212. ISBN 978-3319234854 ISSN 0302-9743 (Print), 1611-3349 (Online) (doi:https://doi.org/10.1007/978-3-319-23485-4_21)

cellular automata, stochastic diffusion search, symmetry

Javaheri Javid, Mohammad Ali, Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Zimmer, Robert (2015) Swarm intelligence approach in detecting spatially-independent symmetries in cellular automata. In: 2015 SAI Intelligent Systems Conference (IntelliSys). IEEExplore . Institute of Electrical and Electronics Engineers (IEEE), Piscataway, New Jersey, US, pp. 632-639. ISBN 978-1467376068 (doi:https://doi.org/10.1109/IntelliSys.2015.7361206)

coding, drawing, graphics, animation, programming languages, creativity

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 , Ursyn, Anna and Wyeld, Theodor (2020) The Art of Coding: The Language of Drawing, Graphics, and Animation. Chapman and Hall/CRC, New York. ISBN 978-1138629646

creativity, art, autopoiesis, embodied cognition

Bishop, Mark and Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2016) Autopoiesis in creativity and art. In: Proceedings of the 3rd International Symposium on Movement and Computing. ACM International Conference Proceeding Series (27). ACM, New York, USA. ISBN 978-1450343077 (doi:https://doi.org/10.1145/2948910.2948948)

evil, computational creativity, swarm intelligence

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 , Cropley, Arthur, Cropley, David and Bishop, Mark (2016) On evil and computational creativity. Connection Science, 28 (2). pp. 171-193. ISSN 0954-0091 (Print), 1360-0494 (Online) (doi:https://doi.org/10.1080/09540091.2016.1151862)

exploration, exploitation, diversity, zone analysis, dispersive flies optimisation, DFO

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2021) Exploration and exploitation zones in a minimalist swarm optimiser. Entropy, 23 (8):977. ISSN 1099-4300 (doi:https://doi.org/10.3390/e23080977)

exploration; exploitation; diversity; dispersive flies optimisation; DFO

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2021) Investigating knowledge-based exploration-exploitation balance in a minimalist swarm optimiser. In: 2021 IEEE Congress on Evolutionary Computation (CEC). Poland, Krakow. 28.06-.01.07. 2021. IEEExplore . Institute of Electrical and Electronics Engineers (IEEE), Piscataway, New Jersey. US, pp. 2273-2280. ISBN 978-1728183930/21 ; 978-1-7281-8393-0 ; 978-1-7281-8392-3 ; 978-1-7281-8394-7 (doi:https://doi.org/10.1109/CEC45853.2021.9504805)

feature selection, swarm intelligence, stochastic diffusion search

Alhakbani, Haya and Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2017) Feature selection using stochastic diffusion search. In: GECCO '17: Proceedings of the Genetic and Evolutionary Computation Conference. ACM, pp. 385-392. ISBN 978-1450349208 (doi:https://doi.org/10.1145/3071178.3079193)

food personalisation; beer optimisation; recipe discovery; dispersive flies optimisation

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Cavazza, Marc ORCID: 0000-0001-6113-9696 (2022) Evolutionary optimisation of beer organoleptic properties: a simulation framework. Foods, 11 (3):351. ISSN 2304-8158 (Online) (doi:https://doi.org/10.3390/foods11030351)

human aesthetic judgements, spatial complexity, information theory, symmetry, complexity

Javaheri Javid, Mohammed Ali, Blackwell, Tim, Zimmer, Robert and Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2016) Correlation between human aesthetic judgement and spatial complexity measure. In: EvoMUSART 2016: Evolutionary and Biologically Inspired Music, Sound, Art and Design. Lecture Notes in Computer Science book series, 9596 . Springer-Verlag, Berlin, Heidelberg, Cham, pp. 79-91. ISBN 978-3-319-31007-7 ; 978-3-319-31008-4 ISSN 0302-9743 (Print), 1611-3349 (Online) (doi:https://doi.org/10.1007/978-3-319-31008-4_6)

hybrid algorithms, stochastic diffusion search, differential evolution, resource allocation

al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 , Bishop, John Mark and Blackwell, Tim (2011) Resource allocation and dispensation impact of stochastic diffusion search on differential evolution algorithm. In: Nature Inspired Cooperative Strategies for Optimization (NICSO 2011). Studies in Computational Intelligence, 387 . Springer, Berlin, Germany, pp. 21-40. ISBN 978-3642240935 ISSN 1860-949X (Print), 1860-9503 (Online) (doi:https://doi.org/10.1007/978-3-642-24094-2_2)

line of action, medialness, dispersive flies optimisation, swarm intelligence, dominant points, animation

Aparajeya, Prashant, Leymarie, Frederic Fol and Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2019) Swarm-based identification of animation key points from 2D-medialness maps. In: EvoMUSART 2019: Computational Intelligence in Music, Sound, Art and Design. Lecture Notes in Computer Science (LNCS, volume 11453) . Springer International Publishing, Cham, pp. 69-83. ISBN 978-3-030-16666-3 (doi:https://doi.org/10.1007/978-3-030-16667-0_5)

medical imaging, dispersive flies optimisation, DFO

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Aber, Ahmed (2015) Dispersive flies optimisation and medical imaging. In: Recent Advances in Computational Optimization. Studies in Computational Intelligence, 610 . Springer, pp. 183-203. ISBN 978-3319211329 ISSN 1860-949X (Print), 1860-9503 (Online) (doi:https://doi.org/10.1007/978-3-319-21133-6_11)

metaheuristic, pso, sds

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 , Bishop, Mark John and Blackwell, Tim (2011) An investigation into the merger of stochastic diffusion search and particle swarm optimisation. In: Proceedings of the 13th annual conference on Genetic and evolutionary computation. GECCO '11 . ACM, New York, NY, USA, pp. 37-44. ISBN 978-1-4503-0557-0 (doi:https://doi.org/10.1145/2001576.2001583)

neuroevolution; dispersive flies optimisation (DF); swarm intelligence

Oroojeni, Hooman ORCID: 0000-0002-9653-8563 , Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Nicolaou, Mihalis A (2018) Deep neuroevolution: training deep neural networks for false alarm detection in intensive care units. In: 2018 26th European Signal Processing Conference (EUSIPCO). Rome, Italy. 3-7 Sept. 2018. IEEExplore . Institute of Electrical and Electronics Engineers (IEEE), Piscataway, New Jersey. US, pp. 1157-1161. ISBN 978-9082797015; 978-9082797008; 978-1538637364 ISSN 2219-5491 (Print), 2076-1465 (Online) (doi:https://doi.org/10.23919/EUSIPCO.2018.8552944)

stochastic diffusion search, differential evolution, optimisation, swarm intelligence

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 , Bishop, John Mark and Blackwell, Tim (2012) Information sharing impact of stochastic diffusion search on differential evolution algorithm. Memetic Computing, 4 (4). pp. 327-338. ISSN 1865-9284 (Print), 1865-9292 (Online) (doi:https://doi.org/10.1007/s12293-012-0094-y)

stochastic diffusion search, particle swarm intelligence, computational creativity, sketch, drawing, generative art

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Bishop, Mohammad (2013) Swarmic sketches and attention mechanism. In: Evolutionary and Biologically Inspired Music, Sound, Art and Design Second International Conference, EvoMUSART 2013, Vienna, Austria, April 3-5, 2013. Proceedings. Lecture Notes in Computer Science book series (LNCS), 7834 . Springer, Berlin, Heidelberg, pp. 85-96. ISBN 978-3642369544 ISSN 0302-9743 (Print), 1611-3349 (Online) (doi:https://doi.org/10.1007/978-3-642-36955-1_8)

swarm intelligence, class imbalance, stochastic diffusion search, SVM

Alhakbani, Haya Abdullah and Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 (2016) A swarm intelligence approach in undersampling majority class. In: 10th International Conference, ANTS 2016, Brussels, Belgium, September 7-9, 2016, Proceedings. Lecture Notes in Computer Science, 9882 . Springer, Cham, Switzerland, pp. 225-232. ISBN 978-3319444277 ISSN 0302-9743 (Print), 1611-3349 (Online) (doi:https://doi.org/10.1007/978-3-319-44427-7_19)

swarm intelligence, medical imaging, metastasis, micro-calcifications, brain image segmentation, CT scan, stochastic diffusion search, particle swarm optimisation

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 , Aber, Ahmed and Hemanth, Duraiswamy Jude (2015) Deploying swarm intelligence in medical imaging identifying metastasis, micro-calcifications and brain image segmentation. IET Systems Biology, 9 (6). pp. 234-244. ISSN 1751-8849 (Print), 1751-8857 (Online) (doi:https://doi.org/10.1049/iet-syb.2015.0036)

swarm optimisation, binary tomography, high dimensional optimisation

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Blackwell, Tim (2022) Swarm optimised few-view binary tomography. In: Applications of Evolutionary Computation 25th European Conference, EvoApplications 2022. Lecture Notes in Computer Science, 13224 . Springer, pp. 30-45. ISBN 978-3031024610 ISSN 0302-9743 (Print), 1611-3349 (Online) (doi:https://doi.org/10.1007/978-3-031-02462-7_3)

swarm optimisation; tomographic reconstruction; high dimensional optimisation; search space resizing

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Blackwell, Tim (2023) Tomographic reconstruction with search space expansion. In: GECCO '23: Proceedings of the Genetic and Evolutionary Computation Conference. Lisbon, Portugal. July 15th - 19th 2023. Genetic and Evolutionary Computation Conference (GECCO) . Association of Computing Machinery (ACM), New York, pp. 1286-1293. ISBN 979-8400701191 (doi:https://doi.org/10.1145/3583131.3590372)

tomographic reconstruction, swarm optimisation, function profiling, dispersive flies optimisation

Al-Rifaie, Mohammad Majid ORCID: 0000-0002-1798-9615 and Blackwell, Tim (2022) Swarm led tomographic reconstruction. In: GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference. UNSPECIFIED, pp. 1121-1129. ISBN 9781450392372 (doi:https://doi.org/10.1145/3512290.3528737)