Peter I. Rockett

Publication Activity (10 Years)

Years Active: 1995-2022
Publications (10 Years): 10

Top Topics

Genetic Programming

Risk Minimization

Predictive Control

Top Venues

Genet. Program. Evolvable Mach.

IEEE Trans. Evol. Comput.

Appl. Soft Comput.

GECCO (Companion)

Publications

Peter I. Rockett
Constant optimization and feature standardization in multiobjective genetic programming. Genet. Program. Evolvable Mach. 23 (1) (2022)
Tiantian Dou, Yuri Kaszubowski Lopes, Peter I. Rockett, Elizabeth A. Hathway, Esmail M. Saber
GPML: an XML-based standard for the interchange of genetic programming trees. Genet. Program. Evolvable Mach. 21 (4) (2020)
Tiantian Dou, Yuri Kaszubowski Lopes, Peter I. Rockett, Elizabeth A. Hathway, Esmail M. Saber
Model predictive control of non-domestic heating using genetic programming dynamic models. Appl. Soft Comput. 97 (Part B) (2020)
Peter I. Rockett
Pruning of genetic programming trees using permutation tests. Evol. Intell. 13 (4) (2020)
Peter I. Rockett, Yuri Kaszubowski Lopes, Tiantian Dou, Elizabeth A. Hathway
d(Tree)-by-dx: Automatic and Exact Differentiation of Genetic Programming Trees. HAIS (2019)
Tiantian Dou, Peter I. Rockett
Comparison of semantic-based local search methods for multiobjective genetic programming. Genet. Program. Evolvable Mach. 19 (4) (2018)
Tiantian Dou, Peter I. Rockett
Semantic-based local search in multiobjective genetic programming. GECCO (Companion) (2017)
Ji Ni, Peter I. Rockett
Tikhonov Regularization as a Complexity Measure in Multiobjective Genetic Programming. IEEE Trans. Evol. Comput. 19 (2) (2015)
Ji Ni, Peter I. Rockett
Training genetic programming classifiers by vicinal-risk minimization. Genet. Program. Evolvable Mach. 16 (1) (2015)
Yilong Cao, Peter I. Rockett
The use of vicinal-risk minimization for training decision trees. Appl. Soft Comput. 31 (2015)
Li Liu, Ling Shao, Peter I. Rockett
Human action recognition based on boosted feature selection and naive Bayes nearest-neighbor classification. Signal Process. 93 (6) (2013)
Ji Ni, Russ H. Drieberg, Peter I. Rockett
The Use of an Analytic Quotient Operator in Genetic Programming. IEEE Trans. Evol. Comput. 17 (1) (2013)
Li Liu, Ling Shao, Peter I. Rockett
Boosted key-frame selection and correlated pyramidal motion-feature representation for human action recognition. Pattern Recognit. 46 (7) (2013)
Li Liu, Ling Shao, Peter I. Rockett
Genetic Programming-Evolved Spatio-Temporal Descriptor for Human Action Recognition. BMVC (2012)
Khaled M. S. Badran, Peter I. Rockett
Multi-class pattern classification using single, multi-dimensional feature-space feature extraction evolved by multi-objective genetic programming and its application to network intrusion detection. Genet. Program. Evolvable Mach. 13 (1) (2012)
Yang Zhang, Peter I. Rockett
A generic optimising feature extraction method using multiobjective genetic programming. Appl. Soft Comput. 11 (1) (2011)
Khaled M. S. Badran, Peter I. Rockett
The influence of mutation on population dynamics in multiobjective genetic programming. Genet. Program. Evolvable Mach. 11 (1) (2010)
Yang Zhang, Peter I. Rockett
Domain-independent feature extraction for multi-classification using multi-objective genetic programming. Pattern Anal. Appl. 13 (3) (2010)
Yang Zhang, Peter I. Rockett
Application of Multiobjective Genetic Programming to the Design of Robot Failure Recognition Systems. IEEE Trans Autom. Sci. Eng. 6 (2) (2009)
Rajeev Kumar, Bipul Kumar Bal, Peter I. Rockett
Multiobjective genetic programming approach to evolving heuristics for the bounded diameter minimum spanning tree problem: MOGP for BDMST. GECCO (2009)
Yang Zhang, Peter I. Rockett
A Generic Multi-dimensional Feature Extraction Method Using Multiobjective Genetic Programming. Evol. Comput. 17 (1) (2009)
Ping Zou, Philip Chan, Peter I. Rockett
A Model-Based Consecutive Scanline Tracking Method for Extracting Vascular Networks From 2-D Digital Subtraction Angiograms. IEEE Trans. Medical Imaging 28 (2) (2009)
Yang Zhang, Hongyu Li, Mahesan Niranjan, Peter I. Rockett
Applying Cost-Sensitive Multiobjective Genetic Programming to Feature Extraction for Spam E-mail Filtering. EuroGP (2008)
Khaled M. S. Badran, Peter I. Rockett
Integrating Categorical Variables with Multiobjective Genetic Programming for Classifier Construction. EuroGP (2008)
Rajeev Kumar, Ashwin H. Joshi, Krishna K. Banka, Peter I. Rockett
Evolution of hyperheuristics for the biobjective 0/1 knapsack problem by multiobjective genetic programming. GECCO (2008)
Khaled M. S. Badran, Peter I. Rockett
The roles of diversity preservation and mutation in preventing population collapse in multiobjective genetic programming. GECCO (2007)
Yang Zhang, Peter I. Rockett
A Comparison of three evolutionary strategies for multiobjective genetic programming. Artif. Intell. Rev. 27 (2-3) (2007)
Yang Zhang, Peter I. Rockett
The Bayesian Operating Point of the Canny Edge Detector. IEEE Trans. Image Process. 15 (11) (2006)
Peter I. Rockett
An Improved Rotation-Invariant Thinning Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 27 (10) (2005)
Yang Zhang, Peter I. Rockett
Evolving optimal feature extraction using multi-objective genetic programming: a methodology and preliminary study on edge detection. GECCO (2005)
Rajeev Kumar, Peter I. Rockett
Effective Evolutionary Multimodal Optimization by Multiobjective Reformulation Without Explicit Niching/Sharing. AACC (2004)
Rajeev Kumar, Peter I. Rockett
Evolutionary Multimodal Optimization Revisited. GECCO (2003)
Peter I. Rockett
Performance assessment of feature detection algorithms: a methodology and case study on corner detectors. IEEE Trans. Image Process. 12 (12) (2003)
Rajeev Kumar, Peter I. Rockett
Improved Sampling of the Pareto-Front in Multiobjective Genetic Optimizations by Steady-State Evolution: A Pareto Converging Genetic Algorithm. Evol. Comput. 10 (3) (2002)
Se-Ho Choi, Peter I. Rockett
The training of neural classifiers with condensed datasets. IEEE Trans. Syst. Man Cybern. Part B 32 (2) (2002)
Rajeev Kumar, Peter I. Rockett
A Bootstrapped Modular Learning Approach for Scaling and Generalisation of Grey-Level Corner Detection. AFSS (2002)
Se-Ho Choi, Peter I. Rockett
Reducing the Training Times of Neural Classifiers with Dataset Condensing. SSPR/SPR (2000)
Peter I. Rockett
The Accuracy of Sub-Pixel Localisation in the Canny Edge Detector. BMVC (1999)
Rajeev Kumar, Peter I. Rockett
Decomposition of high dimensional pattern spaces for hierarchical classification. Kybernetika 34 (4) (1998)
Frank J. Aherne, Neil A. Thacker, Peter I. Rockett
The Bhattacharyya metric as an absolute similarity measure for frequency coded data. Kybernetika 34 (4) (1998)
Rajeev Kumar, Peter I. Rockett
Multiobjective genetic algorithm partitioning for hierarchical learning of high-dimensional pattern spaces: a learning-follows-decomposition strategy. IEEE Trans. Neural Networks 9 (5) (1998)
Frank J. Aherne, Neil A. Thacker, Peter I. Rockett
Optimal Pairwise Geometric Histograms. BMVC (1997)
Wan-Ching Chen, Peter I. Rockett
Bayesian Labelling of Corners Using a Grey-Level Corner Image Model. ICIP (1) (1997)
Frank J. Aherne, Peter I. Rockett, Neil A. Thacker
Automatic Parameter Selection for Object Recognition Using a Parallel Multiobjective Genetic Algorithm. CAIP (1997)
Rajeev Kumar, Peter I. Rockett
Triplet geometric representation: a novel scale, translation and rotation invariant feature representation based on geometric constraints for recognition of 2D object features. Image Vis. Comput. 15 (3) (1997)
Neil A. Thacker, David J. Prendergast, Peter I. Rockett
B-Fitting: An Estimation Technique with Automatic Parameter Selection. BMVC (1996)
Anthony Ashbrook, Neil A. Thacker, Peter I. Rockett, C. I. Brown
Robust Recognition of Scaled Shapes using Pairwise Geometric Histograms. BMVC (1995)