Md Fahim Sikder

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Fredrik HeintzProfessor of Computer Science, Linköping UniversityVerified email at liu.se
Sajal HalderResearcher at Data61, CSIRO, AustraliaVerified email at data61.csiro.au
Md. Jamal UddinAssistant Professor of Computer Science & Engineering, Bangabandhu Sheikh Mujibur Rahman Science andVerified email at bsmrstu.edu.bd
Resmi RamachandranpillaiPost Doctoral Research FellowVerified email at northeastern.edu
Mrinal Kanti BaowalyFaculty of Computer Science, Bangabandhu Sheikh Mujibur Rahman Science and Technology UniversityVerified email at bsmrstu.edu.bd
David BergströmPhD student, Linköping UniversityVerified email at liu.se
Daniel de LengLinköping UniversityVerified email at liu.se
Mohammad Nahid HossainResearcher, Kwangwoon UniversityVerified email at kw.ac.kr
Md. FerdousLecturer, Bangabandhu Sheikh Mujibur Rahman Science and Technology UniversityVerified email at stud.kuet.ac.bd
Md. Tahmid HasanLecturer of CSE, Northern University of Business and Technology KhulnaVerified email at nubtkhulna.ac.bd

Md Fahim Sikder

Ph.D. Student, IDA, Linköping University

Verified email at liu.se - Homepage

Artificial Intelligence Time Series Generation Trustworthy AI Data Fairness Explainable AI


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Predicting students yearly performance using neural network: A case study of BSMRSTU MF Sikder, MJ Uddin, S Halder 2016 5th International Conference on Informatics, Electronics and Vision …, 2016	64	2016
Smart disaster notification system MF Sikder, S Halder, T Hasan, MJ Uddin, MK Baowaly 2017 4th International Conference on Advances in Electrical Engineering …, 2017	27	2017
Bangla handwritten digit recognition and generation M Fahim Sikder Proceedings of International Joint Conference on Computational Intelligence …, 2020	16	2020
Transfusion: generating long, high fidelity time series using diffusion models with transformers MF Sikder, R Ramachandranpillai, F Heintz arXiv preprint arXiv:2307.12667, 2023	8	2023
Fair Latent Deep Generative Models (FLDGMs) for Syntax-Agnostic and Fair Synthetic Data Generation R Ramachandranpillai, MF Sikder, F Heintz ECAI 2023, 1938-1945, 2023	4	2023
FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability MF Sikder, R Ramachandranpillai, D de Leng, F Heintz arXiv preprint arXiv:2406.14281, 2024	1	2024
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks R Ramachandranpillai, MF Sikder, D Bergström, F Heintz Journal of Artificial Intelligence Research (JAIR) 79, 1313-1341, 2024	1	2024
Generating Synthetic Fair Syntax-agnostic Data by Learning and Distilling Fair Representation MF Sikder, R Ramachandranpillai, D de Leng, F Heintz arXiv preprint arXiv:2408.10755, 2024		2024
Explainable Bengali Multiclass News Classification MF Sikder, M Ferdous, S Afroz, U Podder, K Fatema, MN Hossain, ... 2023 26th International Conference on Computer and Information Technology …, 2023		2023
Generating Private and Fair Long-Sequenced Longitudinal Healthcare Records MF Sikder, R Ramachandranpillai, F Heintz 35th annual workshop of the Swedish Artificial Intelligence Society (SAIS 2023), 2023		2023
Sequential Ice Hockey Events Generation using Generative Adversarial Network MF Sikder Linköping Hockey Analytics Conference - LINHAC 2022, Student Competition Report, 2022		2022
Privacy-Preserving Synthetic Trajectory Data Generation D Bergström, MF Sikder, F Heintz 32nd annual workshop of the Swedish Artificial Intelligence Society (SAIS 2020), 2020		2020

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