Alireza Tamaddoni-Nezhad

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 16

Top Venues

ILP

Mach. Learn.

CoRR

ITSC

Imperial College London, UK (PHD)

Education History

Imperial College London, UK

PHD

Publications

Mustafa Yildirim, Saber Fallah, Alireza Tamaddoni-Nezhad
Human-Like Autonomous Driving on Dense Traffic. CoRR (2023)
Ghazal Afroozi Milani, Daniel Cyrus, Alireza Tamaddoni-Nezhad
Towards One-Shot Learning for Text Classification using Inductive Logic Programming. CoRR (2023)
Zahra Chaghazardi, Saber Fallah, Alireza Tamaddoni-Nezhad
Explainable and Trustworthy Traffic Sign Detection for Safe Autonomous Driving: An Inductive Logic Programming Approach. ICLP (2023)
Daniel Cyrus, Ghazal Afroozi Milani, Alireza Tamaddoni-Nezhad
Explainable Game Strategy Rule Learning from Video. RuleML+RR (Companion) (2023)
Daniel Cyrus, James Trewern, Alireza Tamaddoni-Nezhad
Meta-interpretive Learning from Fractal Images. ILP (2023)
Dany Varghese, Roman Bauer, Alireza Tamaddoni-Nezhad
Few-Shot Learning of Diagnostic Rules for Neurodegenerative Diseases Using Inductive Logic Programming. ILP (2023)
Mustafa Yildirim, Sajjad Mozaffari, Luc McCutcheon, Mehrdad Dianati, Alireza Tamaddoni-Nezhad, Saber Fallah
Prediction Based Decision Making for Autonomous Highway Driving. ITSC (2022)
Dany Varghese, Didac Barroso-Bergada, David A. Bohan, Alireza Tamaddoni-Nezhad
Efficient Abductive Learning of Microbial Interactions Using Meta Inverse Entailment. ILP (2022)
Mustafa Yildirim, Sajjad Mozaffari, Luc McCutcheon, Mehrdad Dianati, Alireza Tamaddoni-Nezhad, Saber Fallah
Prediction Based Decision Making for Autonomous Highway Driving. CoRR (2022)
Dany Varghese, Roman Bauer, Daniel Baxter-Beard, Stephen Muggleton, Alireza Tamaddoni-Nezhad
Human-Like Rule Learning from Images Using One-Shot Hypothesis Derivation. ILP (2021)
Didac Barroso-Bergada, Alireza Tamaddoni-Nezhad, Stephen H. Muggleton, Corinne Vacher, Nika Galic, David Bohan
Machine Learning of Microbial Interactions Using Abductive ILP and Hypothesis Frequency/Compression Estimation. ILP (2021)
Dany Varghese, Alireza Tamaddoni-Nezhad
One-Shot Rule Learning for Challenging Character Recognition. RuleML+RR (Supplement) (2020)
Stephen H. Muggleton, Ute Schmid, Christina Zeller, Alireza Tamaddoni-Nezhad, Tarek R. Besold
Ultra-Strong Machine Learning: comprehensibility of programs learned with ILP. Mach. Learn. 107 (7) (2018)
Stephen Muggleton, Wang-Zhou Dai, Claude Sammut, Alireza Tamaddoni-Nezhad, Jing Wen, Zhi-Hua Zhou
Meta-Interpretive Learning from noisy images. Mach. Learn. 107 (7) (2018)
Wang-Zhou Dai, Stephen Muggleton, Jing Wen, Alireza Tamaddoni-Nezhad, Zhi-Hua Zhou
Logical Vision: One-Shot Meta-Interpretive Learning from Real Images. ILP (2017)
Ute Schmid, Christina Zeller, Tarek R. Besold, Alireza Tamaddoni-Nezhad, Stephen Muggleton
How Does Predicate Invention Affect Human Comprehensibility? ILP (2016)
Stephen H. Muggleton, Dianhuan Lin, Alireza Tamaddoni-Nezhad
Meta-interpretive learning of higher-order dyadic datalog: predicate invention revisited. Mach. Learn. 100 (1) (2015)
Andrew Cropper, Alireza Tamaddoni-Nezhad, Stephen H. Muggleton
Meta-Interpretive Learning of Data Transformation Programs. ILP (2015)
Alireza Tamaddoni-Nezhad, David Bohan, Alan Raybould, Stephen Muggleton
Towards Machine Learning of Predictive Models from Ecological Data. ILP (2014)
Stephen H. Muggleton, Dianhuan Lin, Niels Pahlavi, Alireza Tamaddoni-Nezhad
Meta-interpretive learning: application to grammatical inference. Mach. Learn. 94 (1) (2014)
Stephen H. Muggleton, Dianhuan Lin, Jianzhong Chen, Alireza Tamaddoni-Nezhad
MetaBayes: Bayesian Meta-Interpretative Learning Using Higher-Order Stochastic Refinement. ILP (2013)
Ghazal Afroozi Milani, David Bohan, Stuart J. Dunbar, Stephen Muggleton, Alan Raybould, Alireza Tamaddoni-Nezhad
Machine Learning and Text Mining of Trophic Links. ICMLA (2) (2012)
Stephen H. Muggleton, Dianhuan Lin, Alireza Tamaddoni-Nezhad
MC-TopLog: Complete Multi-clause Learning Guided by a Top Theory. ILP (2011)
Alireza Tamaddoni-Nezhad, David Bohan, Alan Raybould, Stephen H. Muggleton
Machine Learning a Probabilistic Network of Ecological Interactions. ILP (2011)
Alireza Tamaddoni-Nezhad, Stephen Muggleton
Stochastic Refinement. ILP (2010)
Alireza Tamaddoni-Nezhad, Stephen Muggleton
The lattice structure and refinement operators for the hypothesis space bounded by a bottom clause. Mach. Learn. 76 (1) (2009)
José Carlos Almeida Santos, Alireza Tamaddoni-Nezhad, Stephen Muggleton
An ILP System for Learning Head Output Connected Predicates. EPIA (2009)
Stephen Muggleton, José Carlos Almeida Santos, Alireza Tamaddoni-Nezhad
ProGolem: A System Based on Relative Minimal Generalisation. ILP (2009)
Stephen Muggleton, José Carlos Almeida Santos, Alireza Tamaddoni-Nezhad
TopLog: ILP Using a Logic Program Declarative Bias. ICLP (2008)
Stephen Muggleton, Alireza Tamaddoni-Nezhad
QG/GA: a stochastic search for Progol. Mach. Learn. 70 (2-3) (2008)
Alireza Tamaddoni-Nezhad, Stephen Muggleton
A Note on Refinement Operators for IE-Based ILP Systems. ILP (2008)
Stephen Muggleton, Alireza Tamaddoni-Nezhad
QG/GA: A Stochastic Search for Progol. ILP (2006)
Alireza Tamaddoni-Nezhad, Raphael Chaleil, Antonis C. Kakas, Stephen Muggleton
Application of abductive ILP to learning metabolic network inhibition from temporal data. Mach. Learn. 64 (1-3) (2006)
Alireza Tamaddoni-Nezhad, Raphael Chaleil, Antonis C. Kakas, Stephen Muggleton
Abduction and induction for learning models of inhibition in metabolic networks. ICMLA (2005)
Ghazal Afroozi Milani, Koorush Ziarati, Alireza Tamaddoni-Nezhad
Virtual characteristics measurement using factor analysis. ICETE (2005)
Alireza Tamaddoni-Nezhad, Antonis C. Kakas, Stephen Muggleton, Florencio Pazos
Modelling Inhibition in Metabolic Pathways Through Abduction and Induction. ILP (2004)
Stephen Muggleton, Alireza Tamaddoni-Nezhad, Hiroaki Watanabe
Induction of Enzyme Classes from Biological Databases. ILP (2003)
Alireza Tamaddoni-Nezhad, Stephen Muggleton
A Genetic Algorithms Approach to ILP. ILP (2002)
Alireza Tamaddoni-Nezhad, Stephen Muggleton
Searching the Subsumption Lattice by a Genetic Algorithm. ILP (2000)

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Publication Activity (10 Years)

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Alireza Tamaddoni-Nezhad