Matthew England

Orcid: 0000-0001-5729-3420

Affiliations:
  • Coventry University, School of Computing, Electronics and Maths, UK
  • University of Bath, Department of Computer Science, UK
  • Heriot-Watt University, Edinburgh, UK (PhD)


According to our database1, Matthew England authored at least 102 papers between 2011 and 2025.

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Bibliography

2025
An iterated greedy algorithm with variable reconstruction size for the obnoxious <i>p</i>-median problem.
Int. Trans. Oper. Res., January, 2025

2024
Lessons on Datasets and Paradigms in Machine Learning for Symbolic Computation: A Case Study on CAD.
Math. Comput. Sci., October, 2024

Explainable AI Insights for Symbolic Computation: A case study on selecting the variable ordering for cylindrical algebraic decomposition.
J. Symb. Comput., July, 2024

Levelwise construction of a single cylindrical algebraic cell.
J. Symb. Comput., July, 2024

Transformers to Predict the Applicability of Symbolic Integration Routines.
CoRR, 2024

Recent Developments in Real Quantifier Elimination and Cylindrical Algebraic Decomposition.
CoRR, 2024

Constrained Neural Networks for Interpretable Heuristic Creation to Optimise Computer Algebra Systems.
Proceedings of the Mathematical Software - ICMS 2024, 2024

Symbolic Integration Algorithm Selection with Machine Learning: LSTMs Vs Tree LSTMs.
Proceedings of the Mathematical Software - ICMS 2024, 2024

Recent Developments in Real Quantifier Elimination and Cylindrical Algebraic Decomposition (Extended Abstract of Invited Talk).
Proceedings of the Computer Algebra in Scientific Computing - 26th International Workshop, 2024

The Liouville Generator for Producing Integrable Expressions.
Proceedings of the Computer Algebra in Scientific Computing - 26th International Workshop, 2024

2023
Clustering in the Lazard method for Cylindrical Algebraic Decomposition.
ACM Commun. Comput. Algebra, September, 2023

SMT-Solving Induction Proofs of Inequalities Benchmarking Repository.
Dataset, March, 2023

Iterated Resultants and Rational Functions in Real Quantifier Elimination.
CoRR, 2023

Iterated Resultants in CAD.
CoRR, 2023

Data Augmentation for Mathematical Objects.
CoRR, 2023

Data Augmentation for Mathematical Objects.
Proceedings of the 8th SC-Square Workshop co-located with the 48th International Symposium on Symbolic and Algebraic Computation, 2023

Generating Elementary Integrable Expressions.
Proceedings of the Computer Algebra in Scientific Computing - 25th International Workshop, 2023

2022
Foreword.
Math. Comput. Sci., 2022

New Perspectives in Symbolic Computation and Satisfiability Checking (Dagstuhl Seminar 22072).
Dagstuhl Reports, 2022

SC-Square: Future Progress with Machine Learning?
CoRR, 2022

SC-Square: Overview to 2021.
CoRR, 2022

Resultant Tools for Parametric Polynomial Systems with Application to Population Models.
CoRR, 2022

An SMT solver for non-linear real arithmetic inside maple.
ACM Commun. Comput. Algebra, 2022

Polynomial superlevel set representation of the multistationarity region of chemical reaction networks.
BMC Bioinform., 2022

SMT-Solving Induction Proofs of Inequalities.
Proceedings of the 7th SC-Square Workshop co-located with the Federated Logic Conference, 2022

Feedback and Engagement on an Introductory Programming Module.
Proceedings of the CEP 2022: Computing Education Practice 2022, 2022

New Heuristic to Choose a Cylindrical Algebraic Decomposition Variable Ordering Motivated by Complexity Analysis.
Proceedings of the Computer Algebra in Scientific Computing - 24th International Workshop, 2022

2021
Foreword, with a Dedication to Andreas Weber.
Math. Comput. Sci., 2021

Foreword, with a Dedication to Vladimir Gerdt.
Math. Comput. Sci., 2021

Deciding the consistency of non-linear real arithmetic constraints with a conflict driven search using cylindrical algebraic coverings.
J. Log. Algebraic Methods Program., 2021

LIFT: lncRNA identification and function-prediction tool.
Int. J. Bioinform. Res. Appl., 2021

The DEWCAD project: pushing back the doubly exponential wall of cylindrical algebraic decomposition.
ACM Commun. Comput. Algebra, 2021

On the Implementation of Cylindrical Algebraic Coverings for Satisfiability Modulo Theories Solving.
Proceedings of the 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2021

SC-Square: Future Progress with Machine Learning? (invited paper).
Proceedings of the 6th SC-Square Workshop co-located with the SIAM Conference on Applied Algebraic Geometry, 2021

SC-Square: Overview to 2021 (invited paper).
Proceedings of the 6th SC-Square Workshop co-located with the SIAM Conference on Applied Algebraic Geometry, 2021

Proving UNSAT in SMT: The Case of Quantifier Free Non-Linear Real Arithmetic.
Proceedings of the Third International Workshop on Automated Reasoning: Challenges, 2021

2020
Cylindrical algebraic decomposition with equational constraints.
J. Symb. Comput., 2020

Symbolic computation and satisfiability checking.
J. Symb. Comput., 2020

Identifying the parametric occurrence of multiple steady states for some biological networks.
J. Symb. Comput., 2020

New Opportunities for the Formal Proof of Computational Real Geometry?
CoRR, 2020

Real quantifier elimination by cylindrical algebraic decomposition, and improvements by machine learning.
Proceedings of the ISSAC '20: International Symposium on Symbolic and Algebraic Computation, 2020

A Machine Learning Based Software Pipeline to Pick the Variable Ordering for Algorithms with Polynomial Inputs.
Proceedings of the Mathematical Software - ICMS 2020, 2020

First Year Computer Science Projects at Coventry University: Activity-led integrative team projects with continuous assessment.
Proceedings of the CEP 2020: Computing Education Practice 2020, 2020

Computing with CodeRunner at Coventry University: Automated summative assessment of Python and C++ code.
Proceedings of the CEP 2020: Computing Education Practice 2020, 2020

New Opportunities for the Formal Proof of Computational Real Geometry? (Extended Abstract).
Proceedings of the Joint Proceedings of the 7th Workshop on Practical Aspects of Automated Reasoning (PAAR) and the 5th Satisfiability Checking and Symbolic Computation Workshop (SC-Square) Workshop, 2020

2019
Using Machine Learning to Improve Cylindrical Algebraic Decomposition.
Math. Comput. Sci., 2019

PLIT: An alignment-free computational tool for identification of long non-coding RNAs in plant transcriptomic datasets.
Comput. Biol. Medicine, 2019

Algorithmically Generating New Algebraic Features of Polynomial Systems for Machine Learning.
Proceedings of the 4th SC-Square Workshop co-located with the SIAM Conference on Applied Algebraic Geometry, 2019

Comparing Machine Learning Models to Choose the Variable Ordering for Cylindrical Algebraic Decomposition.
Proceedings of the Intelligent Computer Mathematics - 12th International Conference, 2019

Machine Learning to Improve Cylindrical Algebraic Decomposition in Maple.
Proceedings of the Maple in Mathematics Education and Research - Third Maple Conference, 2019

Improved Cross-Validation for Classifiers that Make Algorithmic Choices to Minimise Runtime Without Compromising Output Correctness.
Proceedings of the Mathematical Aspects of Computer and Information Sciences, 2019

Computing with Codio at Coventry University: Online virtual Linux boxes and automated formative feedback.
Proceedings of the 3rd Conference on Computing Education Practice, 2019

2018
Datset of automated economic reasoning problems for QE / SMT.
Dataset, April, 2018

Datset of automated economic reasoning problems for QE / SMT.
Dataset, April, 2018

TheoryGuru: A Mathematica Package to apply Quantifier Elimination.
CoRR, 2018

Using Machine Learning to Improve Cylindrical Algebraic Decomposition.
CoRR, 2018

Quantifier Elimination for Reasoning in Economics.
CoRR, 2018

Summer Research Report: Towards Incremental Lazard Cylindrical Algebraic Decomposition.
CoRR, 2018

OpenMath and SMT-LIB.
CoRR, 2018

Non-linear Real Arithmetic Benchmarks derived from Automated Reasoning in Economics.
Proceedings of the 3rd Workshop on Satisfiability Checking and Symbolic Computation co-located with Federated Logic Conference, 2018

Towards Incremental Cylindrical Algebraic Decomposition in Maple.
Proceedings of the 3rd Workshop on Satisfiability Checking and Symbolic Computation co-located with Federated Logic Conference, 2018

TheoryGuru: A Mathematica Package to Apply Quantifier Elimination Technology to Economics.
Proceedings of the Mathematical Software - ICMS 2018, 2018

Machine Learning for Mathematical Software.
Proceedings of the Mathematical Software - ICMS 2018, 2018

A Combined CNN and LSTM Model for Arabic Sentiment Analysis.
Proceedings of the Machine Learning and Knowledge Extraction, 2018

Improving Sentiment Analysis in Arabic Using Word Representation.
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018

2017
The Potential and Challenges of CAD with Equational Constraints for SC-Square.
Proceedings of the Mathematical Aspects of Computer and Information Sciences, 2017

Preface.
Proceedings of the 2nd International Workshop on Satisfiability Checking and Symbolic Computation co-located with the 42nd International Symposium on Symbolic and Algebraic Computation (ISSAC 2017), 2017

A Case Study on the Parametric Occurrence of Multiple Steady States.
Proceedings of the 2017 ACM on International Symposium on Symbolic and Algebraic Computation, 2017

Symbolic Versus Numerical Computation and Visualization of Parameter Regions for Multistationarity of Biological Networks.
Proceedings of the Computer Algebra in Scientific Computing - 19th International Workshop, 2017


Arabic language sentiment analysis on health services.
Proceedings of the 1st International Workshop on Arabic Script Analysis and Recognition, 2017

2016
Truth table invariant cylindrical algebraic decomposition.
J. Symb. Comput., 2016

Satisfiability Checking meets Symbolic Computation (Project Paper).
CoRR, 2016

Satisfiability checking and symbolic computation.
ACM Commun. Comput. Algebra, 2016

Using Machine Learning to Decide When to Precondition Cylindrical Algebraic Decomposition with Groebner Bases.
Proceedings of the 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2016

Experience with Heuristics, Benchmarks & Standards for Cylindrical Algebraic Decomposition.
Proceedings of the 1st Workshop on Satisfiability Checking and Symbolic Computation co-located with 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2016), 2016

SC<sup>2</sup>: Satisfiability Checking Meets Symbolic Computation - (Project Paper).
Proceedings of the Intelligent Computer Mathematics - 9th International Conference, 2016

Need Polynomial Systems Be Doubly-Exponential?
Proceedings of the Mathematical Software - ICMS 2016, 2016

The Complexity of Cylindrical Algebraic Decomposition with Respect to Polynomial Degree.
Proceedings of the Computer Algebra in Scientific Computing - 18th International Workshop, 2016

2015
An implementation of Sub-CAD in Maple.
CoRR, 2015

Report on the 40th International Symposium on Symbolic and Algebraic Computation.
ACM Commun. Comput. Algebra, 2015

Improving the Use of Equational Constraints in Cylindrical Algebraic Decomposition.
Proceedings of the 2015 ACM on International Symposium on Symbolic and Algebraic Computation, 2015

2014
Cylindrical Algebraic Sub-Decompositions.
Math. Comput. Sci., 2014

A comparison of three heuristics to choose the variable ordering for CAD.
CoRR, 2014

Formulating problems for real algebraic geometry.
CoRR, 2014

A Comparison of Three Heuristics to Choose the Variable Ordering for Cylindrical Algebraic Decomposition.
ACM Commun. Comput. Algebra, 2014

Branch cuts in maple 17.
ACM Commun. Comput. Algebra, 2014

Using the Distribution of Cells by Dimension in a Cylindrical Algebraic Decomposition.
Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2014

Applying Machine Learning to the Problem of Choosing a Heuristic to Select the Variable Ordering for Cylindrical Algebraic Decomposition.
Proceedings of the Intelligent Computer Mathematics - International Conference, 2014

Problem Formulation for Truth-Table Invariant Cylindrical Algebraic Decomposition by Incremental Triangular Decomposition.
Proceedings of the Intelligent Computer Mathematics - International Conference, 2014

Using the Regular Chains Library to Build Cylindrical Algebraic Decompositions by Projecting and Lifting.
Proceedings of the Mathematical Software - ICMS 2014, 2014

Choosing a Variable Ordering for Truth-Table Invariant Cylindrical Algebraic Decomposition by Incremental Triangular Decomposition.
Proceedings of the Mathematical Software - ICMS 2014, 2014

Truth Table Invariant Cylindrical Algebraic Decomposition by Regular Chains.
Proceedings of the Computer Algebra in Scientific Computing - 16th International Workshop, 2014

Recent Advances in Real Geometric Reasoning.
Proceedings of the Automated Deduction in Geometry - 10th International Workshop, 2014

2013
An implementation of CAD in Maple utilising McCallum projection
CoRR, 2013

An implementation of CAD in Maple utilising problem formulation, equational constraints and truth-table invariance.
CoRR, 2013

A "Piano Movers" Problem Reformulated.
Proceedings of the 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2013

Understanding Branch Cuts of Expressions.
Proceedings of the Intelligent Computer Mathematics, 2013

Optimising Problem Formulation for Cylindrical Algebraic Decomposition.
Proceedings of the Intelligent Computer Mathematics, 2013

Cylindrical algebraic decompositions for boolean combinations.
Proceedings of the International Symposium on Symbolic and Algebraic Computation, 2013

2012
Program Verification in the Presence of Complex Numbers, Functions with Branch Cuts etc.
Proceedings of the 14th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2012

2011
Abelian functions associated with genus three algebraic curves.
LMS J. Comput. Math., 2011


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