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Scopus Author ID: 57192187676

Keywords

Explainable AI, Data Science, Mathematical Optimization, Scientific Computing

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Employment (2)

University of Twente: Enschede, Overijssel, NL

2020-02-01 to present | Lecturer (Computer Science)
Employment
Source: Self-asserted source
Faizan Ahmed

Saxion University of Applied Sciences: Enschede, NL

2019 to present (Ambient intelligence)
Employment
Source: Self-asserted source
Faizan Ahmed

Works (13)

Towards Explainable Machine Learning for Prediction of Disease Progression

Applied Artificial Intelligence
2024-12-31 | Journal article
DOI: 10.1080/08839514.2024.2423510
Contributors: Stijn Berendse; Johannes Krabbe; Jonas Klaus; Faizan Ahmed
Source: check_circle
Crossref

Tertiary Review on Explainable Artificial Intelligence: Where Do We Stand?

Machine Learning and Knowledge Extraction
2024-08-30 | Journal article
DOI: 10.3390/make6030098
Contributors: Frank van Mourik; Annemarie Jutte; Stijn E. Berendse; Faiza A. Bukhsh; Faizan Ahmed
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

EmoClock: Communicating Real-Time Emotional States Through Data Physicalizations

2023 | Book chapter
DOI: 10.1007/978-3-031-42280-5_26
Contributors: Dennis Peeters; Champika Ranasinghe; Auriol Degbelo; Faizan Ahmed
Source: check_circle
Crossref

Point Cloud Analysis of Railway Infrastructure: A Systematic Literature Review

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3337049
Contributors: Bram Dekker; Bram Ton; Joanneke Meijer; Nacir Bouali; Jeroen Linssen; Faizan Ahmed
Source: check_circle
Crossref

Semantic Segmentation of Terrestrial Laser Scans of Railway Catenary Arches: A Use Case Perspective

Sensors
2022-12-26 | Journal article | Author
DOI: 10.3390/s23010222
Part of ISSN: 1424-8220
Contributors: Bram Ton; Faizan Ahmed; Jeroen Linssen
Source: Self-asserted source
Faizan Ahmed
grade
Preferred source (of 4)‎

Approximation Hierarchies for the Copositive Tensor Cone and Their Application to the Polynomial Optimization over the Simplex

Mathematics
2022-05-14 | Journal article
DOI: 10.3390/math10101683
Contributors: Muhammad Faisal Iqbal; Faizan Ahmed
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Two methods for the maximization of homogeneous polynomials over the simplex

Computational Optimization and Applications
2021-11 | Journal article
DOI: 10.1007/s10589-021-00307-1
Contributors: Faizan Ahmed; Georg Still
Source: check_circle
Crossref

On cone optimization approaches for semi-supervised support vector machines(S<sup>3</sup>VM)

2019 2nd International Conference on Computing, Mathematics and Engineering Technologies, iCoMET 2019
2019 | Conference paper
DOI: 10.1109/ICOMET.2019.8673478
EID:

2-s2.0-85064131893
Contributors: Ahmed, F.; Iqbal, M.F.; Rafiq, A.
Source: Self-asserted source
Faizan Ahmed via Scopus - Elsevier

On convergence rate of a convex relaxation of semi-supervised support vector machines

Comptes Rendus de L'Academie Bulgare des Sciences
2019 | Journal article
DOI: 10.7546/CRABS.2019.05.02
EID:

2-s2.0-85071004724

Part of ISSN: 13101331
Contributors: Umbreen, F.; Ahmed, F.; Iqbal, M.F.
Source: Self-asserted source
Faizan Ahmed via Scopus - Elsevier

Maximization of Homogeneous Polynomials over the Simplex and the Sphere: Structure, Stability, and Generic Behavior

Journal of Optimization Theory and Applications
2019-06 | Journal article
DOI: 10.1007/s10957-019-01498-8
Contributors: Faizan Ahmed; Georg Still
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

On Evolutionarily Stable Strategy

ICAEM 2018 - 2018 International Conference on Applied and Engineering Mathematics, Proceedings
2018 | Conference paper
DOI: 10.1109/ICAEM.2018.8536307
EID:

2-s2.0-85059024237
Contributors: Qurat-Ul-Ain; Jamil, N.; Ahmed, F.
Source: Self-asserted source
Faizan Ahmed via Scopus - Elsevier

A note on set-semidefinite relaxations of nonconvex quadratic programs

Journal of Global Optimization
2013 | Journal article
DOI: 10.1007/s10898-012-0013-2
EID:

2-s2.0-84887318849

Part of ISSN: 09255001 15732916
Contributors: Ahmed, F.; Still, G.
Source: Self-asserted source
Faizan Ahmed via Scopus - Elsevier

Copositive Programming via Semi-Infinite Optimization

Journal of Optimization Theory and Applications
2013 | Journal article
DOI: 10.1007/s10957-013-0344-2
EID:

2-s2.0-84885979610

Part of ISSN: 00223239 15732878
Contributors: Ahmed, F.; Dür, M.; Still, G.
Source: Self-asserted source
Faizan Ahmed via Scopus - Elsevier
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