Mathias Kern

According to our database, Mathias Kern authored at least 26 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Adaptable Closed-Domain Question Answering Using Contextualized CNN-Attention Models and Question Expansion.

Mahsa Abazari Kia, Aygul Garifullina, Mathias Kern, Jon Chamberlain, Shoaib Jameel

IEEE Access, 2022

Job Assignment Problem and Traveling Salesman Problem: A Linked Optimisation Problem.

Akinola Ogunsemi, John McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu

Proceedings of the Artificial Intelligence XXXIX, 2022

Facility location problem and permutation flow shop scheduling problem: a linked optimisation problem.

Akinola Ogunsemi, John A. W. McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

A hyper-heuristic approach for the PDPTW.

Amir Nasiri, Ed Keedwell, Raphaël Dorne, Mathias Kern, Gilbert Owusu

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Evaluating Explainability Methods Intended for Multiple Stakeholders.

Kyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern

Künstliche Intell., 2021

rx-anon - A Novel Approach on the De-Identification of Heterogeneous Data based on a Modified Mondrian Algorithm.

Fabian Singhofer, Aygul Garifullina, Mathias Kern, Ansgar Scherp

CoRR, 2021

Enhanced Deep Type-2 Fuzzy Logic System For Global Interpretability.

Ravikiran Chimatapu, Hani Hagras, Mathias Kern, Gilbert Owusu

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

A novel approach on the joint de-identification of textual and relational data with a modified mondrian algorithm.

Fabian Singhofer, Aygul Garifullina, Mathias Kern, Ansgar Scherp

Proceedings of the DocEng '21: ACM Symposium on Document Engineering 2021, 2021

2020

Ensemble-Based Relationship Discovery in Relational Databases.

Akinola Ogunsemi, John A. W. McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu

Proceedings of the Artificial Intelligence XXXVII, 2020

Hybrid Deep Learning Type-2 Fuzzy Logic Systems For Explainable AI.

Ravikiran Chimatapu, Hani Hagras, Mathias Kern, Gilbert Owusu

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

Developing a Catalogue of Explainability Methods to Support Expert and Non-expert Users.

Kyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern

Proceedings of the Artificial Intelligence XXXVI, 2019

Predicting Bid Success with a Case-Based Reasoning Approach: Explainability and Business Acceptance.

Mathias Kern, Botond Virginas

Proceedings of the Artificial Intelligence XXXVI, 2019

A hybrid metaheuristic approach to a real world employee scheduling problem.

Kenneth N. Reid, Jingpeng Li, Alexander E. I. Brownlee, Mathias Kern, Nadarajen Veerapen, Jerry Swan, Gilbert Owusu

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Depicting Decision-Making: A Type-2 Fuzzy Logic Based Explainable Artificial Intelligence System for Goal-Driven Simulation in the Workforce Allocation Domain.

Emmanuel Ferreyra, Hani Hagras, Mathias Kern, Gilbert Owusu

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

Enabling Field Force Operational Sustainability: A Big Bang-Big Crunch Type-2 Fuzzy Logic System for Goal-Driven Simulation.

Emmanuel Ferreyra, Hani Hagras, Mathias Kern, Gilbert Owusu

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Risk Information Recommendation for Engineering Workers.

Kyle Martin, Anne Liret, Nirmalie Wiratunga, Gilbert Owusu, Mathias Kern

Proceedings of the Artificial Intelligence XXXV, 2018

Incorporating Risk in Field Services Operational Planning Process.

Chenlu Ji, Rupal Mandania, Jiyin Liu, Anne Liret, Mathias Kern

Proceedings of the Artificial Intelligence XXXV, 2018

Workforce Rostering via Metaheuristics.

Mary Dimitropoulaki, Mathias Kern, Gilbert Owusu, Alistair McCormick

Proceedings of the Artificial Intelligence XXXV, 2018

Shift Scheduling and Employee Rostering: An Evolutionary Ruin & Stochastic Recreate Solution.

Kenneth N. Reid, Jingpeng Li, Nadarajen Veerapen, Jerry Swan, Alistair McCormick, Mathias Kern, Gilbert Owusu

Proceedings of the 2018 10th Computer Science and Electronic Engineering Conference, 2018

Improving Goal-Driven Simulation Performance Using Fuzzy Membership Correlation Analysis.

Emmanuel Ferreyra, Hani Hagras, Mathias Kern, Gilbert Owusu

Proceedings of the 2018 10th Computer Science and Electronic Engineering Conference, 2018

2017

Decision Support System for Green Real-Life Field Scheduling Problems.

Yizi Zhou, Anne Liret, Jiyin Liu, Emmanuel Ferreyra, Rupal Rana, Mathias Kern

Proceedings of the Artificial Intelligence XXXIV, 2017

2012

Neural network demand models and evolutionary optimisers for dynamic pricing.

Siddhartha Shakya, Mathias Kern, Gilbert Owusu, Choong Ming Chin

Knowl. Based Syst., 2012

2010

Dynamic Pricing with Neural Network Demand Models and Evolutionary Algorithms.

Siddhartha Shakya, Mathias Kern, Gilbert Owusu, Choong Ming Chin

Proceedings of the Research and Development in Intelligent Systems XXVII, 2010

2008

An Auction-Based System for Workforce Resource Allocation.

Nadim Haque, Botond Virginas, Mathias Kern, Gilbert Owusu

Proceedings of the New Frontiers in Applied Artificial Intelligence, 2008

2006

Parameter adaptationn in heuristic search : a population based approach.

Mathias Kern

PhD thesis, 2006

FieldPlan: Tactical Field Force Planning in BT.

Mathias Kern, George Anim-Ansah, Gilbert Owusu, Christos Voudouris

Proceedings of the Artificial Intelligence in Theory and Practice, 2006