Andras Lab

Website of the lab of Professor Peter Andras

All papers

Journal papers

  1. Yuan, H, Goh, K, Andras, P, Luo, W, Wang, C, Gao, Y (2024). Steering angle sensorless control for four-wheel steering vehicle via sliding mode control method. Transactions of the Institute of Measurement and Control 46 (3), 453-462 .

  2. Bentick, K, Runevic, J, Akula, S, Kyriacou, T, Cool, P, Andras, P  (2023). Machine learning models based on routinely sampled blood tests can predict the presence of malignancy amongst patients with suspected musculoskeletal malignancy. Methods 220, 55-60 .

  3. Wainwright, F, Misirli, G, Andras, P (2023).  Not to be sniffed at: repurposing existing RNA-seq data to examine changes to human nasal microbiome composition in COVID-19 infection, compared to influenza and healthy controls. Microbiota in Health and Disease 5 (2) .

  4. Osei, JB, Adom-Asamoah, M, Twumasi, JO, Andras, P,  Zhang, H (2023). A machine learning-based structural load estimation model for shear-critical RC beams and slabs using multifractal analysis. Construction and Building Materials 394, 132250

  5. Zhang, H, Shen, M, Deng, Y, Andras, P, Sukontasukkul, P, Yuen, TYP, Tang, Y, Wong, SHF, Limkatanyu, S, Singleton, I, Hansapinyo, C (2023). A new concept of bio-based prestress technology with experimental Proof-of-Concept on Bamboo-Timber composite beams. Construction and Building Materials 402, 132991

  6. Al-Said Ahmad, A, Andras, P (2022). Scalability resilience framework using application-level fault injection for cloud-based software services. Journal of Cloud Computing, 11: 1-13. 

  7. Briggs, C, Fan, Z, Andras, P (2022). Federated learning for short-term residential load forecasting. IEEE Open Access Journal of Power and Energy 9, 573-583.

  8. Andras, P and Stanton, A (2021). Where do successful populations originate from? Journal of Theoretical Biology, 524: 110734.

  9. Al-Said Ahmad, A, Andras, P (2021). Cloud-based Software Services Delivery from the Perspective of Scalability.  International Journal of Parallel, Emergent and Distributed Systems, 36: 53-68, DOI: 10.1080/17445760.2019.1617864.

  10. Al-Said Ahmad, A, Andras, P (2019). Scalability Analysis Comparisons of Cloud-based Software Services. Journal of Cloud Computing, 8: 1-17.

  11. AlShamsi, A and Andras, P (2019) User Perception of Bitcoin Usability and Security across Novice Users. International Journal of Human-Computer Studies, 126:94-110.

  12. Olorisade, BK, Brereton OP, Andras, P (2019). The use of bibliography enriched features for automatic citation screening.  Journal of Biomedical Informatics, 94: 103202.

  13. Andras, P, Esterle, L, Guckert, M, Han, TA, Lewis, PR, Milanovic, K, Payne, T, Perret, C, Pitt, J, Powers, ST, Urquhart, N, Wells, S (2018). Trusting Intelligent Machines – Deepening trust within socio-technical systems. IEEE Technology and Society Magazine, 37:76-83.

  14. Andras, P (2018). High-Dimensional Function Approximation with Neural Networks for Large Volumes of Data. IEEE Transactions on Neural Networks and Learning Systems, 29: 500-508.

  15. Andras, P (2018). Social learning in repeated cooperation games in uncertain environments. Cognitive Systems Research, 51: 24-39.  

  16. Olorisade, BK, Brereton, OP, Andras, P (2017). Reproducibility of Studies on Text Mining for Citation Screening in Systematic Reviews: Evaluation and Checklist. Journal of Biomedical Informatics, 73; 1-13.

  17. Sirbu, D, Butcher, JB, Waddell, PG, Andras, P, Benniston, AC (2017). Locally Excited State–Charge Transfer State Coupled Dyes as Optically Responsive Neuron Firing Probes. Chemistry - A European Journal, 23: 14639-14649.

  18. Steyn, JS, Andras, P (2017). Analysis of the dynamics of temporal relationships of neural activities using optical imaging data. Journal of Computational Neuroscience, 42: 107-121.

  19. Luo, L, Nikolic, P, Evans, B, Andras, P, Yakovlev, A, Degenaar, P (2017). Optogenetics in silicon: a neural processor for predicting optically active neural networks. IEEE Transactions on Biomedical Circuits and Systems, 11: 15-27.

  20. Fisher, JM, Hammerla, NY, Ploetz, T, Andras, P, Rochester, L, Walker, RW (2016). Unsupervised home monitoring of Parkinson's disease motor symptoms using body-worn accelerometers. Parkinsonism & Related Disorders, 33: 44-50.

  21. Fisher, JM, Hammerla, NY, Rochester, L, Andras, P, Walker, RW (2016). Body-worn sensors in Parkinson’s disease: evaluating their acceptability to patients. Telemedicine and e-Health, 22: 1-7.

  22. Andras, P (2014). Function approximation using combined unsupervised and supervised learning. IEEE Transactions on Neural Networks and Learning Systems, 25: 495-505.

  23. Bai, D, Benniston, AC, Clift, S, Baisch, U, Steyn, J, Everitt, N, Andras, P (2014). Low molecular weight Neutral Boron Dipyrromethene (Bodipy) dyads for fluorescence-based neural imaging. Journal of Molecular Structure, 1065-1066: 10-15.

  24. Andras P, Andras A (2013). Type 2 diabetes: A side effect of the adaptation of neurons and fat cells to support increased cognitive performance. Medical Hypotheses, 80: 176-185.

  25. Andras, P (2012). A Bayesian interpretation of the particle swarm optimization and its kernel extension. PLoS ONE, 7(11): e48710. doi:10.1371/journal.pone.0048710.

  26. Städele, C, Andras, P, Stein, W (2012). Simultaneous measurement of membrane potential changes in multiple pattern generating neurons using voltage sensitive dye imaging. Journal of Neuroscience Methods, 203: 78-88, doi: 10.1016/ j.jneumeth.2011.09.015.

  27. Andras, P (2011). Research: metrics, quality, and management implications. Research Evaluation, 20: 90-106.

  28. Lythgow, KT, Hudson, G, Andras, P, Chinnery, PF (2011). A critical analysis of the combined usage of protein localization prediction methods: increasing the number of independent data sets can reduce the accuracy of predicted mitochondrial localization. Mitochondrion, 11: 444-449.

  29. Stein, W, Städele, C, Andras, P (2011). Single-sweep voltage sensitive dye imaging of interacting identified neurons. Journal of Neuroscience Methods, 194:224-234, doi: 10.1016/j.jneumeth.2010.10.2007.

  30. Stein, W, Städele, C, Andras, P (2011). Optical imaging of neurons in the crab stomatogastric ganglion with voltage-sensitive dyes. Journal of Visualized Experiments, doi: 10.3791/2567.

  31. Stein, W, Andras, P (2010). Light-induced effects of a fluorescent voltage-sensitive dye on neuronal activity in the crab stomatogastric ganglion. Journal of Neuroscience Methods, 188:290-294, –doi:10.1016/j.jneumeth.2010.03.003.

  32. Andras, P (2009). Molecular neuroimaging – A proposal for a novel approach to high resolution recording of neural activity in nervous systems. Medical Hypotheses, 73: 876-882.

  33. Andras, P, Charlton, BG (2009). Why are top universities losing their lead? – An economics modelling –based approach. Science and Public Policy, 36, 317-330.

  34. Hinks, J, Bush, J, Andras, P, Garratt, J, Pigott, G, Kennedy, A, Pless-Mulloli, T (2009). Views on chemical safety information and influences on chemical disposal behaviour in the UK. Science of the Total Environment, 407, 1299-1306.

  35. Andras, P, Lazarus, J, Roberts, G (2007). Environmental adversity and uncertainty favour cooperation. BMC Evolutionary Biology, 7:240 (30 November 2007).

  36. Charlton, BG, Andras, P (2007). Evaluating universities using simple scientometric research-output metrics: total citation counts per university for a retrospective seven-year rolling sample.  Science and Public Policy, 34 (8): 555-563.

  37. Kaiser M, Martin R, Andras P, Young MP (2007). Simulation of structural robustness of cortical networks. European Journal of Neuroscience, 25 (10): 3185-3192.

  38. Andras, P, Gwyther, R, Madalinski, AA, Lynden, SJ, Andras, A, & Young, MP (2007). Ecological network analysis: an application to the evaluation of effects of pesticide use in an agricultural environment. Pest Management Science, 63 (10): 943-953.

  39. Wennekers, T, Ay, N, Andras, P (2007). High resolution multiple-unit EEG in cat neocortex reveals large spatio-temporal stochastic interactions. BioSystems, 89: 190-197.

  40. Andras, P and Wennekers, T (2007). Cortical activity pattern computation. BioSystems 87: 179-185.

  41. Andras, P (2006). Extraction of an activity pattern language from EEG data. Neurocomputing, 69: 1313-1316.

  42. Andras, P, Lazarus, J, Roberts, G, and Lynden SJ (2006). Uncertainty and Cooperation: Analytical Results and a Simulated Agent Society. JASSS – Journal of Artificial Societies and Social Simulation, 9:1/7.

  43. Andras, P (2005). Pattern computation in neural communication systems. Biological Cybernetics, 92: 452-460.

  44. Andras, P (2005). Neural activity pattern systems. Neurocomputing, 65-66: 531-536.

  45. Charlton, BG and Andras, P (2005). Universities and social progress in modernising societies: how educational expansion has replaced socialism as an instrument of political reform. Critical Quarterly, 47 (1-2): 30-39.

  46. Andras, P and Andras CD (2005). Protein interaction world – an alternative hypothesis about the origins of life. Medical Hypotheses, 64 (4): 678-688.

  47. Charlton, BG and Andras, P (2005). Modernizing UK health services: ‘Short-sharp-shock’ reform, the NHS subsistence economy, and the spectre of health care famine. Journal of Evaluation in Clinical Practice, 11 (2): 111-119.

  48. Andras, P. (2004). Pattern Languages: A New Paradigm for Neurocomputation. Neurocomputing, vol.58-60, pp.223-228.

  49. Sandor, Z. and Andras, P. (2004). Alternative Sampling Methods for Estimating Multivariate Normal Probabilities. Journal of Econometrics, vol.120, no.2.,  207-234.

  50. Charlton, B. and Andras, P. (2003). The Nature and Function of Management - a perspective from systems theory. Philosophy of Management, 3, 3-16.

  51. Andras, P. (2003). A Model for Emergent Complex Order in Small Neural Networks. Journal of Integrative Neuroscience, vol.2., no.1., pp. 55-70.

  52. Andras, P. (2003) Comparing Neurophysiological Measurements of Simulated and Real Brains. Neurocomputing, vol. 52-54., pp.677-682.

  53. Andras, P. (2002). Kernel-Kohonen Networks. International Journal of Neural Systems, vol.12., no.2., pp.117-136.

  54. Andras, P. (2002). Computation with Chaotic Patterns. Neurocomputing , vol.44-46., pp.263-268.

  55. András, P., Panzeri, S. and Young, M.P. (2002). Towards Statistically Valid Population Decoding Models. Neurocomputing, vol.44-46., pp.269-274.

  56. Andras, P. (2002). The Equivalence of Support Vector Machine and Regularization Neural Networks. Neural Processing Letters, vol.15., no.2., pp.97-104.

  57. Andras, P. and Charlton, B.G. (2002). Democratic Deficit and Communication Inflation in the Health Care System. Journal of Evaluation in Clinical Practice, vol.8., no.2., pp.291-298.

  58. Charlton, B.G. and Andras, P. (2002) Auditing as a Tool of Public Policy: The Misuse of Quality Assurance Techniques in the UK University Expansion. European Political Science, vol.2., no.1., pp.24-35.

  59. Andras, P., Postma, E., and Van den Herik, J. (2001). Natural Dynamics and Neural Networks. Journal of Intelligent Systems, vol.11, no.3, pp.173-201.

  60. Andras, P. (1999). Orthogonal RBF Neural Network Approximation. Neural Processing Letters, vol.9., no.2.,  pp.141-151.

  61. Opre, A., Andras, P. (1998). Amnesia: Neuropsychological interpretation and artificial neural network simulation. Creier, Cognitie, Comportament (Brain, Cognition, Behavior), vol.2., no.3-4., pp.315-335.

  62. Andras, P. (1997). Knowledge Representation in Artificial Neural Networks. Annales Universitatis Occidentalis Timisensis, Philosophia, vol.IX, pp.173-185., Timisoara, Romania.

  63. András, P. (1997). Neural Networks for Decision Modeling. Creier, Cognitie, Comportament (Brain, Cognition, Behavior), vol.1., no.1., pp.10-36.

  64. András, P. (1997). Approximation of Fractals with Neural Networks. Studia Universitatis “Babes-Bolyai” – Mathematica, vol. XLII., no.1., pp.15-23.

  65. András P. (1996). Modeling the Development of the Concept System. Studia Universitatis “Babes-Bolyai” - Informatica, Babes - Bolyai University, Cluj, Romania, vol.1., no.1., pp.113-122.