Shahin Rostami

ORCID

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 22

Top Venues

UKCI

SN Comput. Sci.

CIBCB

Integr. Comput. Aided Eng.

Manchester Metropolitan University, UK (PHD)

Education History

Manchester Metropolitan University, UK

PHD

Publications

Daniel Dimanov, Colin Singleton, Shahin Rostami, Emili Balaguer-Ballester
MEOW - Multi-Objective Evolutionary Weapon Detection. AutoML (2023)
Daniel Dimanov, Colin Singleton, Shahin Rostami, Emili Balaguer-Ballester
RAMOSS - Resource Aware Multi-Objective Semantic Segmentation Through Neuroevolution. UKCI (2022)
Marcia Amstelvina Saul, Shahin Rostami
Assessing performance of artificial neural networks and re-sampling techniques for healthcare datasets. Health Informatics J. 28 (1) (2022)
Daniel Dimanov, Emili Balaguer-Ballester, Colin Singleton, Shahin Rostami
MONCAE: Multi-Objective Neuroevolution of Convolutional Autoencoders. CoRR (2021)
Ferrante Neri, Shahin Rostami
Generalised Pattern Search Based on Covariance Matrix Diagonalisation. SN Comput. Sci. 2 (3) (2021)
Shahin Rostami, Agnieszka Kleszcz, Daniel Dimanov, Vasilios Katos
A Machine Learning Approach to Dataset Imputation for Software Vulnerabilities. MCSS (2020)
Shahin Rostami, Ferrante Neri, Kiril Gyaurski
On Algorithmic Descriptions and Software Implementations for Multi-objective Optimisation: A Comparative Study. SN Comput. Sci. 1 (5) (2020)
Ferrante Neri, Shahin Rostami
A Local Search for Numerical Optimisation Based on Covariance Matrix Diagonalisation. EvoApplications (2020)
Daniel Dimanov, Shahin Rostami
KOSI- Key Object Detection for Sentiment Insights. UKCI (2019)
Rhys Stubbs, Kevin Wilson, Shahin Rostami
Hyper-parameter Optimisation by Restrained Stochastic Hill Climbing. UKCI (2019)
Kevin Wilson, Shahin Rostami
On the Integrity of Performance Comparison for Evolutionary Multi-objective Optimisation Algorithms. UKCI (2018)
Marcia Amstelvina Saul, Shahin Rostami
A Comparison of Re-sampling Techniques for Pattern Classification in Imbalanced Data-Sets. UKCI (2018)
Nava Tintarev, Shahin Rostami, Barry Smyth
Knowing the unknown: visualising consumption blind-spots in recommender systems. SAC (2018)
Shahin Rostami, Alex Shenfield
A multi-tier adaptive grid algorithm for the evolutionary multi-objective optimisation of complex problems. Soft Comput. 21 (17) (2017)
Shahin Rostami, Ferrante Neri, Michael G. Epitropakis
Progressive preference articulation for decision making in multi-objective optimisation problems. Integr. Comput. Aided Eng. 24 (4) (2017)
Ioannis Tsimperidis, Shahin Rostami, Vasilios Katos
Age Detection Through Keystroke Dynamics from User Authentication Failures. Int. J. Digit. Crime Forensics 9 (1) (2017)
Alex Shenfield, Shahin Rostami
Multi-objective evolution of artificial neural networks in multi-class medical diagnosis problems with class imbalance. CIBCB (2017)
Shahin Rostami, Ferrante Neri
A fast hypervolume driven selection mechanism for many-objective optimisation problems. Swarm Evol. Comput. 34 (2017)
Shahin Rostami, Ferrante Neri
Covariance matrix adaptation pareto archived evolution strategy with hypervolume-sorted adaptive grid algorithm. Integr. Comput. Aided Eng. 23 (4) (2016)
Alex Shenfield, Shahin Rostami
A multi objective approach to evolving artificial neural networks for coronary heart disease classification. CIBCB (2015)
Shahin Rostami, Alex Shenfield, Stephen Sigurnjak, Oluwatoyin Fakorede
Evaluation of Mental Workload and Familiarity in Human Computer Interaction with Integrated Development Environments using Single-Channel EEG. PPIG (2015)
Shahin Rostami, Dean O'Reilly, Alex Shenfield, Nicholas J. Bowring
A novel preference articulation operator for the Evolutionary Multi-Objective Optimisation of classifiers in concealed weapons detection. Inf. Sci. 295 (2015)
Shahin Rostami, Alex Shenfield
CMA-PAES: Pareto archived evolution strategy using covariance matrix adaptation for Multi-Objective Optimisation. UKCI (2012)

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Publication Activity (10 Years)

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Shahin Rostami