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

  • Rockett P (2020) . Evolutionary Intelligence, 13(4), 649-661. RIS download Bibtex download
  • Dou T, Lopes Y, Rockett P, Hathway E & Saber E (2019) . Genetic Programming and Evolvable Machines. RIS download Bibtex download
  • Dou T & Rockett PI (2018) . Genetic Programming and Evolvable Machines. RIS download Bibtex download
  • Rockett PI & Hathway EA (2017) . Building Research and Information, 45(5), 556-571. RIS download Bibtex download
  • Cao Y & Rockett PI (2015) . Applied Soft Computing, 31, 185-195. RIS download Bibtex download
  • Ji Ni & Rockett P (2015) . IEEE Transactions on Evolutionary Computation, 19(2), 157-166. RIS download Bibtex download
  • Ni J, Drieberg RH & Rockett PI (2013) . IEEE Transactions on Evolutionary Computation, 17, 146-152. RIS download Bibtex download
  • Badran K & Rockett P (2012) . GENETIC PROGRAMMING AND EVOLVABLE MACHINES, 13(1), 33-63. RIS download Bibtex download
  • Liu L, Shao L & Rockett P (2012) . Signal Processing. RIS download Bibtex download
  • Liu L, Shao L & Rockett P (2012) . Pattern Recognition. RIS download Bibtex download
  • Zhang Y & Rockett PI (2011) A generic optimising feature extraction method using multiobjective genetic programming. Applied Soft Computing, 11, 1087-1097-1087-1097. RIS download Bibtex download
  • Zhang Y & Rockett PI (2011) . Applied Soft Computing Journal, 11(1), 1087-1097. RIS download Bibtex download
  • Zhang Y & Rockett PI (2010) . PATTERN ANAL APPL, 13(3), 273-288. RIS download Bibtex download
  • Badran K & Rockett PI (2010) . GENET PROGRAM EVOL M, 11(1), 5-33. RIS download Bibtex download
  • Zou P, Chan P & Rockett P (2009) . IEEE Trans Med Imaging, 28(2), 241-249. RIS download Bibtex download
  • Zhang Y & Rockett PI (2009) . IEEE Transactions on Automation Science and Engineering, 6(2), 372-376. RIS download Bibtex download
  • Zhang Y & Rockett PI (2009) A Generic Multi-dimensional Feature Extraction Method Using Multiobjective Genetic Programming. EVOL COMPUT, 17(1), 89-115. RIS download Bibtex download
  • Amavasai BP & Rockett PI (2008) . Journal of Intelligent Systems, 17(Supplement). RIS download Bibtex download
  • Kumar V, Holzkaemper A, Surridge B, Rockett PI, Niranjan M & Lernera DN (2008) Bayesian challenges in Integrated Catchment modelling. Proc. iEMSs 4th Biennial Meeting - Int. Congress on Environmental Modelling and Software: Integrating Sciences and Information Technology for Environmental Assessment and Decision Making, iEMSs 2008, 1, 362-371. RIS download Bibtex download
  • Zhang Y & Rockett P (2007) . ARTIF INTELL REV, 27(2-3), 149-163. RIS download Bibtex download
  • Zhang Y & Rockett PI (2006) . IEEE Trans Image Process, 15(11), 3409-3416. RIS download Bibtex download
  • Zhang Y & Rockett PI (2006) The Bayesian operating point of the Canny edge detector. IEEE Transactions on Image Processing, 15, 3409- 3416-3409- 3416. RIS download Bibtex download
  • Rockett PI (2005) . IEEE Trans Pattern Anal Mach Intell, 27(10), 1671-1674. RIS download Bibtex download
  • Rockett PI (2005) An improved rotation-invariant thinning algorithm. IEEE Transactions on Pattern Analysis & Machine Intelligence, 27, 1671- 1674-1671- 1674. RIS download Bibtex download
  • Rockett PI (2003) . IEEE Transactions on Image Processing, 12(12), 1668-1676. RIS download Bibtex download
  • Kumar R & Rockett PI (2002) . Evolutionary Computation, 10(3), 283-314. RIS download Bibtex download
  • Choi S-H & Rockett PI (2002) . IEEE Transactions on Systems, Man and Cybernetics - B, 32(2), 202-206. RIS download Bibtex download
  • Cope RK & Rockett PI (2000) Efficacy of Gaussian smoothing in Canny edge detector. ELECTRON LETT, 36(19), 1615-1617. RIS download Bibtex download
  • Kumar R & Rockett P (1998) . IEEE TRANSACTIONS ON NEURAL NETWORKS, 9(5), 822-830. RIS download Bibtex download
  • Kumar R & Rockett P (1998) Decomposition of high dimensional pattern spaces for hierarchical classification. KYBERNETIKA, 34(4), 435-442. RIS download Bibtex download
  • Aherne FJ, Thacker NA & Rockett PI (1998) The Bhattacharyya metric as an absolute similarity measure for frequency coded data. KYBERNETIKA, 34(4), 363-368. RIS download Bibtex download
  • Kumar R & Rockett P (1997) . IMAGE AND VISION COMPUTING, 15(3), 235-249. RIS download Bibtex download
  • Kumar R & Rockett P (1997) Multi-objective genetic algorithm partitioning for hierarchical learning of high dimensional spaces. IEE Colloquium (Digest)(18). RIS download Bibtex download
  • Chen WC, Thacker NA & Rockett PI (1996) Adaptive step edge model for self-consistent training of neural network for probabilistic edge labelling. IEE P-VIS IMAGE SIGN, 143(1), 41-50. RIS download Bibtex download
  • PETTERSSON H, GRIMMEISS HG, POWELL AL, BUTTON CC, ROBERTS JS & ROCKETT PI (1993) PERSISTENT DECREASE OF DARK CONDUCTIVITY DUE TO ILLUMINATION IN ALGAAS/GAAS MODULATION-DOPED HETEROSTRUCTURES. J APPL PHYS, 74(9), 5596-5601. RIS download Bibtex download
  • KANAAH A, ROCKETT PI, ROBERTS JS, PATE MA & WOODWARD MV (1992) INFLUENCE OF SILICON-NITRIDE CAP ON THE THERMAL-STABILITY OF STRAINED AL0.32GA0.68AS/IN0.1GA0.9AS HIGH MOBILITY STRUCTURES GROWN BY METALORGANIC CHEMICAL VAPOR-DEPOSITION. J VAC SCI TECHNOL B, 10(6), 2488-2490. RIS download Bibtex download
  • NUBILE P, ZAZOUI M, BOURGOIN JC, GREY R, POWELL AL, CLAXTON PA & ROCKETT PI (1992) DEFECT CHARACTERIZATION IN GAALINAS ALLOYS. J APPL PHYS, 72(8), 3530-3534. RIS download Bibtex download
  • ROMERO AL, CALLEJA E, GARCIA F, MUNOZ E, POWELL AL, ROCKETT PI, GREY R & CLAXTON PA (1992) DX CENTER ELECTRON OCCUPANCY UNDER HYDROSTATIC-PRESSURE IN SI-DOPED INY(GA1-XALX)1-YAS ALLOYS. APPL PHYS LETT, 61(15), 1811-1813. RIS download Bibtex download
  • CALLEJA E, GARCIA F, ROMERO AL, MUNOZ E, POWELL AL, ROCKETT PI, BUTTON CC & ROBERTS JS (1992) DX CENTER CHARACTERIZATION IN SE-DOPED ALGAAS UNDER HYDROSTATIC-PRESSURE. SEMICOND SCI TECH, 7(6), 758-766. RIS download Bibtex download
  • ZAZOUI M, FENG SL, BOURGOIN JC, POWELL AL, ROCKETT PI, GRATTEPAIN C & FRIANT A (1992) LI DOPING OF GAALAS. J APPL PHYS, 71(9), 4337-4340. RIS download Bibtex download
  • POWELL AL, BUTTON CC, ROBERTS JS, ROCKETT PI, GRIMMEISS HG & PETTERSSON H (1991) OBSERVATION OF A PERSISTENT NEGATIVE PHOTOCONDUCTIVITY EFFECT IN ALGAAS GAAS MODULATION-DOPED STRUCTURES. PHYS REV LETT, 67(21), 3010-3013. RIS download Bibtex download
  • IZPURA I, MUNOZ E, GARCIA F, CALLEJA E, POWELL AL, ROCKETT PI, BUTTON CC & ROBERTS JS (1991) IMPACT IONIZATION OF SE-RELATED DX CENTERS IN ALGAAS. APPL PHYS LETT, 58(7), 735-737. RIS download Bibtex download
  • POWELL AL, BUTTON CC, ROBERTS JS & ROCKETT PI (1990) A COMPARISON OF DOPANT TYPE AND ALUMINUM MOLE FRACTION ON PERSISTENT PHOTOCONDUCTIVITY IN HEMT STRUCTURES GROWN BY MOVPE. SEMICOND SCI TECH, 5(6), 586-589. RIS download Bibtex download
  • ROCKETT PI, PATE MA & CLAXTON PA (1990) MBE-GROWN (GAIN)P/GAAS HETEROJUNCTION BIPOLAR-TRANSISTORS EXHIBITING CURRENT GAINS UP TO 200. IEEE T ELECTRON DEV, 37(3), 810-811. RIS download Bibtex download
  • POWELL AL, ROBERTS JS, ROCKETT PI, FOSTER TJ & EAVES L (1989) MODULATION-DOPED (ALGA)AS/GAAS QUANTUM WELL STRUCTURE WITH HIGH ELECTRON SHEET DENSITY. ELECTRON LETT, 25(17), 1147-1148. RIS download Bibtex download
  • ROCKETT PI (1988) MONTE-CARLO STUDY OF THE INFLUENCE OF COLLECTOR REGION VELOCITY OVERSHOOT ON THE HIGH-FREQUENCY PERFORMANCE OF ALGAAS GAAS HETEROJUNCTION BIPOLAR-TRANSISTORS. IEEE T ELECTRON DEV, 35(10), 1573-1579. RIS download Bibtex download
  • ROCKETT PI (1987) SIMPLE TECHNIQUE TO IMPROVE THE COMPUTATIONAL-EFFICIENCY OF MONTE-CARLO CARRIER TRANSPORT SIMULATIONS IN SEMICONDUCTORS. IEE PROC-I, 134(3), 101-104. RIS download Bibtex download
  • POWELL AL, ROCKETT PI & ROBSON PN (1987) A LOW-COST DEEP-ULTRAVIOLET (UV) LIGHT-SOURCE FOR BILEVEL RESIST APPLICATIONS. J VAC SCI TECHNOL B, 5(3), 671-673. RIS download Bibtex download
  • POWELL AL, MISTRY P, ROBERTS JS & ROCKETT PI (1987) AL0.45GA0.55AS/GAAS HEMTS GROWN BY MOVPE EXHIBITING HIGH TRANSCONDUCTANCE. ELECTRON LETT, 23(10), 528-529. RIS download Bibtex download
  • Zhang Y & Rockett P () , 75-99. RIS download Bibtex download
  • Dou T, Kaszubowski Lopes Y, Rockett P, Hathway E & Saber E () Model Predictive Control of Non-domestic Heating Using Genetic Programming Dynamic Models. Applied Soft Computing. RIS download Bibtex download
  • Rockett P () Constant Optimization and Feature Standardization in Multiobjective Genetic Programming. Genetic Programming and Evolvable Machines. RIS download Bibtex download
  • Owler J & Rockett P () Influence of background preprocessing on the performance of deep learning retinal vessel detection. Journal of Medical Imaging. RIS download Bibtex download

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) . Lecture Notes in Artificial Intellgence. León, Spain, 4 September 2019 - 6 September 2019. 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 RIS download Bibtex download
  • Dou T & Rockett P (2017) . Proceedings of the Genetic and Evolutionary Computation Conference Companion 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) . BMVC 2012 - Electronic Proceedings of the British Machine Vision Conference 2012 RIS download Bibtex download
  • Kumar R, Bal BK & Rockett PI (2009) . 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) . 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). ºù«Ӱҵ, 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). ºù«Ӱҵ, 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) (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) (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) . 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) . 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 () . 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 () . 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

  • Dou T, Lopes YK & Rockett P . RIS download Bibtex download

Other

  • Rockett P (2020) . Evolutionary Intelligence. RIS download Bibtex download
  • Dou T, Kaszubowski Lopes Y, Rockett P, Hathway EA & Saber E () . Genetic Programming and Evolvable Machines. RIS download Bibtex download
  • Zhang Y & Rockett PI () Edge detector evolution using multidimensional multiobjective genetic programming. RIS download Bibtex download