Dr Peter Rockett

School of Electrical and Electronic Engineering

Lecturer

Communications Research Group

Publications

Books

  • Zhang Y & Rockett PI (2006) Feature extraction using multi-objective genetic programming. Heidelberg: Springer. RIS download Bibtex download

Journal articles

Chapters

  • Zhang Y & Rockett PI (2006) Multi-objective machine learning In Jin Y (Ed.), Multi-objective machine learning (pp. 75-99). Springer Verlag RIS download Bibtex download

Conference proceedings papers

  • Rockett P, Kaszubowski Lopes Y, Dou T & Hathway EA (2019) d(Tree)-by-dx : automatic and exact differentiation of genetic programming trees. Lecture Notes in Artificial Intellgence. León, Spain, 4 September 2019 - 6 September 2019. View this article in WRRO RIS download Bibtex download
  • Hathway EA, Rockett P & Sykes J (2018) Big Data and Model Predictive Control for Improved Building Performance. 2018 Stretching the Envelope View this article in WRRO RIS download Bibtex download
  • Dou T & Rockett P (2017) Semantic-based local search in multiobjective genetic programming. Proceedings of the Genetic and Evolutionary Computation Conference Companion View this article in WRRO RIS download Bibtex download
  • Sykes JS, Hathway EA & Rockett P (2015) Model identification for the control of naturally ventilated buildings. 14th International Conference of IBPSA - Building Simulation 2015, BS 2015, Conference Proceedings (pp 573-580) RIS download Bibtex download
  • Hathway EA, Rockett PI & Carpenter P (2013) The use of machine learning in model predictive control for the operation of non-domestic buildings. FutureBuild 2013. Bath, UK, 4 September 2013 - 6 September 2013. RIS download Bibtex download
  • Liu L, Shao L & Rockett P (2012) Genetic programming-evolved spatio-temporal descriptor for human-action recognition. BMVC 2012 - Electronic Proceedings of the British Machine Vision Conference 2012 RIS download Bibtex download
  • Kumar R, Bal BK & Rockett PI (2009) Multiobjective genetic programming approach to evolving heuristics for the bounded diameter minimum spanning tree problem: MOGP for BDMST. Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009 (pp 309-316) RIS download Bibtex download
  • Kumar R, Joshi AH, Banka KK & Rockett PI (2008) Evolution of hyperheuristics for the biobjective 0/1 knapsack problem by multiobjective genetic programming. Proceedings of the 10th annual conference on Genetic and evolutionary computation - GECCO '08, 12 July 2008 - 16 July 2008. RIS download Bibtex download
  • Zhang Y, Li H, Niranjan M & Rockett PI (2008) Applying cost-sensitive multiobjective genetic programming to feature extraction for spam e-mail filtering. 11th European Conference on Genetic Programming (EuroGP2008) (pp 325-336-325-336). Naples, Italy RIS download Bibtex download
  • Badran KMS & Rockett PI (2008) Integrating categorical variables with multiobjective genetic programming for classifier construction. 11th European Conference on Genetic Programming (EuroGP2008) (pp 301-311-301-311). Naples, Italy RIS download Bibtex download
  • Zhang Y, Li HY, Niranjan M & Rockettl P (2008) Applying cost-sensitive multiobjective genetic programming to feature extraction for spam e-mail filtering. GENETIC PROGRAMMING, PROCEEDINGS, Vol. 4971 (pp 325-336) RIS download Bibtex download
  • Badran KMS & Rockett PI (2007) The roles of diversity preservation and mutation in preventing population collapse in multiobjective genetic programming. Genetic and Evolutionary Computation Conference (GECCO2007) (pp 1551-1557-1551-1557). London, UK RIS download Bibtex download
  • Badran KMS & Rockett PI (2007) The Roles of Diversity Preservation and Mutation in Preventing Population Collapse in Multiobjective Genetic Programming. GECCO 2007: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2 (pp 1551-1557) RIS download Bibtex download
  • Zhang Y & Rockett PI (2007) Multiobjective genetic programming feature extraction with optimized dimensionality. SOFT COMPUTING IN INDUSTRIAL APPLICATIONS: RECENT AND EMERGING METHODS AND TECHNIQUES, Vol. 39 (pp 159-168) RIS download Bibtex download
  • Zhang Y & Rockett PI (2006) Comparison of evolutionary strategies for multi-objective genetic programming. IEEE Systems, Man & Cybernetics Society Conference on Advances in Cybernetic Systems (AICS2006). Sheffield, UK RIS download Bibtex download
  • Rockett PI (2006) The evolutionary training of linear classifiers. IEEE Systems, Man & Cybernetics Society Conference on Advances in Cybernetic Systems (AICS2006). Sheffield, UK RIS download Bibtex download
  • Zhang Y & Rockett PI (2005) Evolving optimal feature extraction using multi-objective genetic programming: A methodology and preliminary study on edge detection. Genetic and Evolutionary Computation Conference (GECCO 2005) (pp 795-802-795-802). Washington, DC RIS download Bibtex download
  • Zhang Y & Rockett PI (2005) Evolving optimal feature extraction using multi-objective genetic programming: A methodology and preliminary study on edge detection. GECCO 2005: Genetic and Evolutionary Computation Conference, Vols 1 and 2 (pp 795-802) RIS download Bibtex download
  • Kumar R & Rockett P (2004) Effective evolutionary multimodal optimization by multiobjective reformulation without explicit niching/sharing. APPLIED COMPUTING, PROCEEDINGS, Vol. 3285 (pp 1-8) RIS download Bibtex download
  • Kumar R & Rockett P (2003) Evolutionary multimodal optimization revisited. GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT II, PROCEEDINGS, Vol. 2724 (pp 1592-1593) RIS download Bibtex download
  • Kumar R & Rockett P (2002) A Bootstrapped Modular Learning Approach for Scaling and Generalisation of Grey-Level Corner Detection (pp 395-400) RIS download Bibtex download
  • Choi SH & Rockett P (2000) Reducing the training times of neural classifiers with dataset condensing. ADVANCES IN PATTERN RECOGNITION, Vol. 1876 (pp 650-657) RIS download Bibtex download
  • Rockett PI (1999) The accuracy of sub-pixel localisation in the Canny edge detector. 10th British Machine Vision Conference (BMVC99) (pp 13-16-13-16). Nottingham, UK RIS download Bibtex download
  • Caparrelli F, Rockett PI & Yates R (1999) A novel approach to nearest neighbour search in high-dimensional spaces for 3D object recognition. SEVENTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND ITS APPLICATIONS(465) (pp 13-17) RIS download Bibtex download
  • Aherne F, Rockett P & Thacker N (1997) Automatic parameter selection for object recognition using a parallel multiobjective genetic algorithm (pp 559-566) RIS download Bibtex download
  • Kumar R, Chen WC, Rockett P, ENGINEERS IE & ENGINEERS IE (1997) Bayesian labelling of image corner features using a grey-level corner model with a bootstrapped modular neural network. FIFTH INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS(440) (pp 82-87) RIS download Bibtex download
  • Kumar R & Rockett PI (1997) Assessing the convergence of rank-based multiobjective genetic algorithms. 2nd IEE/IEEE International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications (GALESIA 97) (pp 19-23-19-23). Glasgow RIS download Bibtex download
  • Chen W-C & Rockett PI (1997) Bayesian labelling of corners using a grey-level corner image model. IEEE International Conference on Image Processing (ICIP’97) (pp 687-690-687-690). Santa Barbara, CA RIS download Bibtex download
  • Thacker NA, Prendergast DJ & Rockett PI (1996) B-fitting: An estimation techniques with automatic paramter selection. 7th British Machine Vision Conference (BMVC96). Edinburgh RIS download Bibtex download
  • Ashbrook AP, Thacker NA & Rockett PI (1995) Multiple shape recognition using pairwise geometric histogram based algorithms. IEE Conference Publication(410) (pp 90-94) RIS download Bibtex download
  • Chen WC, Thacker NA & Rockett PI (1995) Neural network for probabilistic edge labelling trained with a step edge model. IEE Conference Publication(410) (pp 618-621) RIS download Bibtex download
  • Chen WC, Thacker NA & Rockett PI (1995) Self-consistent training of a neural network with a step edge model for probabilistic edge labelling. IEE Conference Publication(409) (pp 98-103) RIS download Bibtex download
  • Ashbrook AP, Thacker NA, Rockett PI & Brown CI (1995) Robust recognition of scaled shapes using pairwise geometric histograms. PROCEEDINGS OF THE 6TH BRITISH MACHINE VISION CONFERENCE 1995, VOLS 1 AND 2 (pp 503-512) RIS download Bibtex download
  • Vand B, Lopes YK, Hathway EA & Rockett P () Sensitivity analysis of building physical parameters to maximize heating energy saving using MPC. Proceedings of the 3rd International Conference on Energy Harvesting, Storage, and Transfer (EHST'19), 18 June 2019 - 19 June 2019. RIS download Bibtex download
  • Pettersson H, Grimmeiss HG, Powell AL, Button CC, Roberts JS & Rockett PI () Persistent Decrease of Dark Conductivity due to Illumination in AlGaAs/GaAs Modulation-Doped Heterostructures. Solid State Phenomena, Vol. 32-33 (pp 489-494) RIS download Bibtex download
  • Paredes Soto D, Chan P & Rockett P () Performance comparison of low-level vessel detection algorithms for segmentation of X-ray angiograms. $16^th$ Medical Image Understanding and Analysis (pp 173-178-173-178) RIS download Bibtex download

Reports

  • Zhang Y & Rockett PI (2007) Domain-independent approaches to optimize feature extraction for multi-classification using multi-objective genetic programming RIS download Bibtex download

Software / Code

Other