Faizan Ahmed

Employment

• University of Twente Assistant Professor
  2020 - Present
• Saxion University of Applied Sciences
  2019 - 2026

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (16)

• R-SHAP: Region Based SHAP for 3D Point Cloud Explainability
  2027 DOI: 10.1007/978-3-032-39388-3_34
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• On Explainable Disease Progression Forecasting with Transformer Models
  2026 DOI: 10.1007/978-3-032-15638-9_27
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• Teaching Assistants as Assessors: Deepening the Narrative in Grading Practices
  2026 DOI: 10.1007/978-3-032-21997-8_6
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• Towards Explainable Machine Learning for Prediction of Disease Progression
  Applied Artificial Intelligence 2024 DOI: 10.1080/08839514.2024.2423510
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• Tertiary Review on Explainable Artificial Intelligence: Where Do We Stand?
  Machine Learning and Knowledge Extraction 2024 DOI: 10.3390/make6030098
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• EmoClock: Communicating Real-Time Emotional States Through Data Physicalizations
  2023 DOI: 10.1007/978-3-031-42280-5_26
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• Point Cloud Analysis of Railway Infrastructure: A Systematic Literature Review
  IEEE Access 2023 DOI: 10.1109/ACCESS.2023.3337049
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• Semantic Segmentation of Terrestrial Laser Scans of Railway Catenary Arches: A Use Case Perspective
  Sensors 2022 DOI: 10.3390/s23010222
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• Approximation Hierarchies for the Copositive Tensor Cone and Their Application to the Polynomial Optimization over the Simplex
  Mathematics 2022 DOI: 10.3390/math10101683
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• Two methods for the maximization of homogeneous polynomials over the simplex
  Computational Optimization and Applications 2021 DOI: 10.1007/s10589-021-00307-1
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• Maximization of Homogeneous Polynomials over the Simplex and the Sphere: Structure, Stability, and Generic Behavior
  Journal of Optimization Theory and Applications 2019 DOI: 10.1007/s10957-019-01498-8
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• On cone optimization approaches for semi-supervised support vector machines(S3VM)
  2019 2nd International Conference on Computing, Mathematics and Engineering Technologies, iCoMET 2019 2019 DOI: 10.1109/ICOMET.2019.8673478
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• On convergence rate of a convex relaxation of semi-supervised support vector machines
  Comptes Rendus de L'Academie Bulgare des Sciences 2019 DOI: 10.7546/CRABS.2019.05.02
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• On Evolutionarily Stable Strategy
  ICAEM 2018 - 2018 International Conference on Applied and Engineering Mathematics, Proceedings 2018 DOI: 10.1109/ICAEM.2018.8536307
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• A note on set-semidefinite relaxations of nonconvex quadratic programs
  Journal of Global Optimization 2013 DOI: 10.1007/s10898-012-0013-2
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• Copositive Programming via Semi-Infinite Optimization
  Journal of Optimization Theory and Applications 2013 DOI: 10.1007/s10957-013-0344-2
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