Adam Prügel-Bennett

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 42

Top Venues

Publications

Halil Ibrahim Aysel, Xiaohao Cai, Adam Prügel-Bennett
Multilevel Explainable Artificial Intelligence: Visual and Linguistic Bonded Explanations. IEEE Trans. Artif. Intell. 5 (5) (2024)
Ruixiao Zhang, Yihong Wu, Juheon Lee, Adam Prügel-Bennett, Xiaohao Cai
Detect Closer Surfaces that can be Seen: New Modeling and Evaluation in Cross-domain 3D Object Detection. CoRR (2024)
Halil Ibrahim Aysel, Xiaohao Cai, Adam Prügel-Bennett
Semantic Segmentation by Semantic Proportions. CoRR (2023)
Takaki Yamada, Miquel Massot-Campos, Adam Prügel-Bennett, Oscar Pizarro, Stefan B. Williams, Blair Thornton
Guiding Labelling Effort for Efficient Learning With Georeferenced Images. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Zezhen Zeng, Jonathon S. Hare, Adam Prügel-Bennett
Compositing Foreground and Background Using Variational Autoencoders. ICPRAI (1) (2022)
Mark Tuddenham, Adam Prügel-Bennett, Jonathan Hare
Orthogonalising gradients to speed up neural network optimisation. CoRR (2022)
Dominic Belcher, Antonia Marcu, Adam Prügel-Bennett
Generalisation and the Risk-Entropy Curve. CoRR (2022)
Takaki Yamada, Adam Prügel-Bennett, Stefan B. Williams, Oscar Pizarro, Blair Thornton
GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation. Field Robotics 2 (1) (2022)
Zezhen Zeng, Jonathon S. Hare, Adam Prügel-Bennett
Unsupervised Representation Learning via Information Compression. ICPRAI (1) (2022)
Antonia Marcu, Adam Prügel-Bennett
On the Effects of Artificial Data Modification. ICML (2022)
Yue Jiao, Jonathon S. Hare, Adam Prügel-Bennett
What Remains of Visual Semantic Embeddings. CoRR (2021)
Takaki Yamada, Miquel Massot-Campos, Adam Prügel-Bennett, Stefan B. Williams, Oscar Pizarro, Blair Thornton
Leveraging Metadata in Representation Learning With Georeferenced Seafloor Imagery. IEEE Robotics Autom. Lett. 6 (4) (2021)
Takaki Yamada, Adam Prügel-Bennett, Blair Thornton
Learning features from georeferenced seafloor imagery with location guided autoencoders. J. Field Robotics 38 (1) (2021)
Takaki Yamada, Adam Prügel-Bennett, Stefan B. Williams, Oscar Pizarro, Blair Thornton
GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation. CoRR (2021)
Antonia Marcu, Adam Prügel-Bennett
On Data-centric Myths. CoRR (2021)
Vlad Velici, Adam Prügel-Bennett
RotLSTM: Rotating Memories in Recurrent Neural Networks. CoRR (2021)
Yue Jiao, Jonathon Hare, Adam Prügel-Bennett
Language Models as Zero-shot Visual Semantic Learners. CoRR (2021)
Vlad Velici, Adam Prügel-Bennett
Object detection for crabs in top-view seabed imagery. CoRR (2021)
Antonia Marcu, Adam Prügel-Bennett
On the Effects of Data Distortion on Model Analysis and Training. CoRR (2021)
Matthew Painter, Adam Prügel-Bennett, Jonathon S. Hare
Linear Disentangled Representations and Unsupervised Action Estimation. NeurIPS (2020)
Matthew Painter, Jonathon S. Hare, Adam Prügel-Bennett
Linear Disentangled Representations and Unsupervised Action Estimation. CoRR (2020)
Mark Tuddenham, Adam Prügel-Bennett, Jonathan Hare
Quasi-Newton's method in the class gradient defined high-curvature subspace. CoRR (2020)
Ethan Harris, Antonia Marcu, Matthew Painter, Mahesan Niranjan, Adam Prügel-Bennett, Jonathon S. Hare
Understanding and Enhancing Mixed Sample Data Augmentation. CoRR (2020)
Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
FSPool: Learning Set Representations with Featurewise Sort Pooling. ICLR (2020)
Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
Deep Set Prediction Networks. NeurIPS (2019)
Antonia Marcu, Adam Prügel-Bennett
Rethinking Generalisation. CoRR (2019)
Steven Squires, Adam Prügel-Bennett, Mahesan Niranjan
A Variational Autoencoder for Probabilistic Non-Negative Matrix Factorisation. CoRR (2019)
Steven Squires, Adam Prügel-Bennett, Mahesan Niranjan
Minimum description length as an objective function for non-negative matrix factorization. CoRR (2019)
Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
Deep Set Prediction Networks. CoRR (2019)
Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
FSPool: Learning Set Representations with Featurewise Sort Pooling. CoRR (2019)
Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
Learning Representations of Sets through Optimized Permutations. ICLR (Poster) (2019)
Guillermo Romero Moreno, Mahesan Niranjan, Adam Prügel-Bennett
Saliency Map on Cnns for Protein Secondary Structure Prediction. ICASSP (2019)
Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
Learning Representations of Sets through Optimized Permutations. CoRR (2018)
Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
Learning to Count Objects in Natural Images for Visual Question Answering. CoRR (2018)
Yan Zhang, Jonathon S. Hare, Adam Prügel-Bennett
Learning to Count Objects in Natural Images for Visual Question Answering. ICLR (Poster) (2018)
Steven Squires, Rob Ewing, Adam Prügel-Bennett, Mahesan Niranjan
A Method of Integrating Spatial Proteomics and Protein-Protein Interaction Network Data. ICONIP (5) (2017)
Steven Squires, Luis Montesdeoca, Adam Prügel-Bennett, Mahesan Niranjan
Non-Negative Matrix Factorization with Exogenous Inputs for Modeling Financial Data. ICONIP (2) (2017)
Steven Squires, Adam Prügel-Bennett, Mahesan Niranjan
Rank Selection in Nonnegative Matrix Factorization using Minimum Description Length. Neural Comput. 29 (8) (2017)
Shaona Ghosh, Adam Prügel-Bennett
Extended Formulations for Online Action Selection on Big Action Sets. INNS Conference on Big Data (2016)
Mohammad-H. Tayarani-N., Adam Prügel-Bennett
An Analysis of the Fitness Landscape of Travelling Salesman Problem. Evol. Comput. 24 (2) (2016)
An Nguyen, Adam Prügel-Bennett, Srinandan Dasmahapatra
A Low Dimensional Approximation For Competence In Bacillus Subtilis. IEEE ACM Trans. Comput. Biol. Bioinform. 13 (2) (2016)
Mohammad-H. Tayarani-N., Adam Prügel-Bennett, Hongming Xu, Xin Yao
Improving the performance of evolutionary engine calibration algorithms with principal component analysis. CEC (2016)
Adam Prügel-Bennett, Jonathan E. Rowe, Jonathan Shapiro
Run-Time Analysis of Population-Based Evolutionary Algorithm in Noisy Environments. FOGA (2015)
Shaona Ghosh, Adam Prügel-Bennett
Online Mean Field Approximation for Automated Experimentation. MLIS@ICML (2015)
Mohammad-Hassan Tayarani-Najaran, Adam Prügel-Bennett
Anatomy of the fitness landscape for dense graph-colouring problem. Swarm Evol. Comput. 22 (2015)
Shaona Ghosh, Adam Prügel-Bennett
Ising Bandits with Side Information. ECML/PKDD (1) (2015)
Iain S. Weaver, Adam Prügel-Bennett
Renormalization group approach to 1D cellular automata with large updating neighborhoods. Complex. 21 (1) (2015)
Mohammad-H. Tayarani-N., Adam Prügel-Bennett
Quadratic assignment problem: a landscape analysis. Evol. Intell. 8 (4) (2015)
Sobia Zahra, Mustansar Ali Ghazanfar, Asra Khalid, Muhammad Awais Azam, Usman Naeem, Adam Prügel-Bennett
Novel centroid selection approaches for KMeans-clustering based recommender systems. Inf. Sci. 320 (2015)
Mohammad-Hassan Tayarani-Najaran, Adam Prügel-Bennett
On the Landscape of Combinatorial Optimization Problems. IEEE Trans. Evol. Comput. 18 (3) (2014)
Mustansar Ali Ghazanfar, Adam Prügel-Bennett
Leveraging clustering approaches to solve the gray-sheep users problem in recommender systems. Expert Syst. Appl. 41 (7) (2014)
Chetan Saran Mehra, Adam Prügel-Bennett, Enrico Gerding, Valentin Robu
Constructing smart portfolios from data driven quantitative investment models. CIFEr (2014)
Shaona Ghosh, Adam Prügel-Bennett
Extended Formulations for Online Linear Bandit Optimization. CoRR (2013)
W. Bian, M. French, Adam Prügel-Bennett
Stability for Network Flow Control against Disturbances and Time Delays. SIAM J. Control. Optim. 51 (2) (2013)
Mustansar Ali Ghazanfar, Adam Prügel-Bennett
The Advantage of Careful Imputation Sources in Sparse Data-Environment of Recommender Systems: Generating Improved SVD-based Recommendations. Informatica (Slovenia) 37 (1) (2013)
Kyoung-Jae Won, Craig Saunders, Adam Prügel-Bennett
Evolving Fisher Kernels for Biological Sequence Classification. Evol. Comput. 21 (1) (2013)
Iwan Syarif, Ed Zaluska, Adam Prügel-Bennett, Gary B. Wills
Application of Bagging, Boosting and Stacking to Intrusion Detection. MLDM (2012)
Iwan Syarif, Adam Prügel-Bennett, Gary B. Wills
Unsupervised Clustering Approach for Network Anomaly Detection. NDT (1) (2012)
Mustansar Ali Ghazanfar, Adam Prügel-Bennett, Sándor Szedmák
Kernel-Mapping Recommender system algorithms. Inf. Sci. 208 (2012)
Adam Prügel-Bennett, Mohammad-Hassan Tayarani-Najaran
Maximum Satisfiability: Anatomy of the Fitness Landscape for a Hard Combinatorial Optimization Problem. IEEE Trans. Evol. Comput. 16 (3) (2012)
Thomas Charles Barnard, Adam Prügel-Bennett
Experiments in Bayesian Recommendation. AWIC (2011)
Mustansar Ali Ghazanfar, Sándor Szedmák, Adam Prügel-Bennett
Incremental Kernel Mapping Algorithms for Scalable Recommender Systems. ICTAI (2011)
Mustansar Ali Ghazanfar, Adam Prügel-Bennett
A Scalable, Accurate Hybrid Recommender System. WKDD (2010)
Adam Prügel-Bennett
Benefits of a Population: Five Mechanisms That Advantage Population-Based Algorithms. IEEE Trans. Evol. Comput. 14 (4) (2010)
Mustansar Ali Ghazanfar, Adam Prügel-Bennett
Novel Significance Weighting Schemes for Collaborative Filtering: Generating Improved Recommendations in Sparse Environments. DMIN (2010)
Mohamed Qasem, Adam Prügel-Bennett
Learning the Large-Scale Structure of the MAX-SAT Landscape Using Populations. IEEE Trans. Evol. Comput. 14 (4) (2010)
Mohamed Qasem, Adam Prügel-Bennett
Improving Performance in Combinatorial Optimisation Using Averaging and Clustering. EvoCOP (2009)
Mohamed Qasem, Adam Prügel-Bennett
Complexity of Max-SAT using stochastic algorithms. GECCO (2008)
Nava Whiteford, Niall J. Haslam, Gerald Weber, Adam Prügel-Bennett, Jonathan W. Essex, Cameron Neylon
Visualizing the Repeat Structure of Genomic Sequences. Complex Syst. 17 (4) (2008)
William Benfold, Jonathan Hallam, Adam Prügel-Bennett
Optimal parameters for search using a barrier tree Markov model. Theor. Comput. Sci. 386 (1-2) (2007)
Kyoung-Jae Won, Thomas Hamelryck, Adam Prügel-Bennett, Anders Krogh
An evolutionary method for learning HMM structure: prediction of protein secondary structure. BMC Bioinform. 8 (2007)
Adam Prügel-Bennett
Finding critical backbone structures with genetic algorithms. GECCO (2007)
Minghua He, Nicholas R. Jennings, Adam Prügel-Bennett
A heuristic bidding strategy for buying multiple goods in multiple english auctions. ACM Trans. Internet Techn. 6 (4) (2006)
Ziheng Zhou, Robert I. Damper, Adam Prügel-Bennett
Model SelectionWithin a Bayesian Approach to Extraction of Walker Motion. CVPR Workshops (2006)
Ziheng Zhou, Adam Prügel-Bennett, Robert I. Damper
A Bayesian Framework for Extracting Human Gait Using Strong Prior Knowledge. IEEE Trans. Pattern Anal. Mach. Intell. 28 (11) (2006)
Alex Rogers, Adam Prügel-Bennett, Nicholas R. Jennings
Phase transitions and symmetry breaking in genetic algorithms with crossover. Theor. Comput. Sci. 358 (1) (2006)
Kyoung-Jae Won, Adam Prügel-Bennett, Anders Krogh
Evolving the structure of hidden Markov models. IEEE Trans. Evol. Comput. 10 (1) (2006)
Jonathan Hallam, Adam Prügel-Bennett
Large Barrier Trees for Studying Search. IEEE Trans. Evol. Comput. 9 (4) (2005)
Celia A. Glass, Adam Prügel-Bennett
A polynomially searchable exponential neighbourhood for graph colouring. J. Oper. Res. Soc. 56 (3) (2005)
Kyoung-Jae Won, Thomas Hamelryck, Adam Prügel-Bennett, Anders Krogh
Evolving hidden Markov models for protein secondary structure prediction. Congress on Evolutionary Computation (2005)
William Benfold, Jonathan Hallam, Adam Prügel-Bennett
Optimal simulated annealing schedules for larger problems. Congress on Evolutionary Computation (2005)
Michael O. Jewell, Mark S. Nixon, Adam Prügel-Bennett
State-Based sequencing: Directing the Evolution of Music. ICMC (2005)
Michael O. Jewell, Lee Middleton, Mark S. Nixon, Adam Prügel-Bennett, Sylvia C. Wong
A Distributed Approach to Musical Composition. KES (3) (2005)
Jonathan Hallam, Adam Prügel-Bennett
Barrier-based models of hard problems and crossover. Congress on Evolutionary Computation (2005)
Adam Prügel-Bennett
When a genetic algorithm outperforms hill-climbing. Theor. Comput. Sci. 320 (1) (2004)
Kyoung-Jae Won, Adam Prügel-Bennett, Anders Krogh
The Block Hidden Markov Model for Biological Sequence Analysis. KES (2004)
Minghua He, Nicholas R. Jennings, Adam Prügel-Bennett
An adaptive bidding agent for multiple English auctions: a neuro-fuzzy approach. FUZZ-IEEE (2004)
Kyoung-Jae Won, Adam Prügel-Bennett, Anders Krogh
Training HMM structure with genetic algorithm for biological sequence analysis. Bioinform. 20 (18) (2004)
Adam Prügel-Bennett
Symmetry breaking in population-based optimization. IEEE Trans. Evol. Comput. 8 (1) (2004)
Bernardo Silva Carmo, Yin-Heung Pauline Ng, Adam Prügel-Bennett, Guang-Zhong Yang
A Data Clustering and Streamline Reduction Method for 3D MR Flow Vector Field Simplification. MICCAI (1) (2004)
Celia A. Glass, Adam Prügel-Bennett
Genetic Algorithm for Graph Coloring: Exploration of Galinier and Hao's Algorithm. J. Comb. Optim. 7 (3) (2003)
Jeff P. Foster, Mark S. Nixon, Adam Prügel-Bennett
Automatic gait recognition using area-based metric. Pattern Recognit. Lett. 24 (14) (2003)
Michael O. Jewell, Mark S. Nixon, Adam Prügel-Bennett
CBS: a concept-based sequencer for soundtrack composition. WEDELMUSIC (2003)
Yin-Heung Pauline Ng, Bernardo Silva Carmo, Adam Prügel-Bennett, Guang-Zhong Yang
A first order Lagrangian based variational approach for 3D flow vector field restoration. CARS (2003)
Jonathan Hallam, Adam Prügel-Bennett
Barrier Trees For Search Analysis. GECCO (2003)
Adam Prügel-Bennett
Modeling Finite Populations. FOGA (2002)
Jeff P. Foster, Mark S. Nixon, Adam Prügel-Bennett
New Area Based Metrics for Automatic Gait Recognition. BMVC (2001)
Jeff P. Foster, Mark S. Nixon, Adam Prügel-Bennett
New Area Based Metrics for Gait Recognition. AVBPA (2001)
Adam Prügel-Bennett
Modeling crossover-induced linkage in genetic algorithms. IEEE Trans. Evol. Comput. 5 (4) (2001)
Adam Prügel-Bennett
Finite Population Effects for Ranking and Tournament Selection. Complex Syst. 12 (2) (2000)

Adam Prügel-Bennett.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Adam Prügel-Bennett