Academic article

• Tarekegn, Adane Nega; Michalak, Krzysztof; Costa, Giuseppe et al. (2024). Predicting Multiple Outcomes Associated with Frailty based on Imbalanced Multi-label Classification. (external link)
• Munsif, Muhammad; Sajjad, Muhammad; Ullah, Mohib et al. (2024). Optimized efficient attention-based network for facial expressions analysis in neurological health care. (external link)
• Tarekegn, Adane Nega; Sajjad, Muhammad; Alaya Cheikh, Faouzi et al. (2023). Efficient Human Gait Activity Recognition Based on Sensor Fusion and Intelligent Stacking Framework. (external link)

See a complete overview of publications in Cristin.

Adane Nega Tarekegn, Mario Giacobini, Krzysztof Michalak. (2021). A Review of Methods for Imbalanced Multi-Label classification. Pattern Recognition Journal, Volume 118, Oct. 2021, DOI:
https://doi.org/10.1016/j.patcog.2021.107965

Adane Nega Tarekegn, Fulvio Ricceri, Giuseppe Costa, Elisa Ferracin, Mario Giacobini. (2020). Predictive Modeling for Frailty Conditions in Elderly People: Machine Learning Approaches. JMIR Medical Informatics. Volume 8, No.6, DOI: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7303829/

Adane Nega Tarekegn, Krzysztof Michalak, Mario Giacobini. (2020). Cross-Validation Approach to Evaluate Clustering Algorithms: An Experimental Study using Multi-label Datasets. Springer Nature (SN) Computer Science.Vol.1, DOI: https://doi.org/10.1007/s42979-020-00283-z

Lars Halvor Anundsk, Hina Afridi1, Adane Nega Tarekegn, Mohib Ullah, Saira Yamin, Faouzi Alaya Cheikh. GLOVE-ING attention: a multi-modal neural learning approach to image captioning. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2023). Rhodes, Greece, Jun 4-10, 2023. DOI: 10.1109/ICASSPW59220.2023.10193011

Taifour Yousra, Hina Afridi, Adane Nega Tarekegn, Mohib Ullah, Azeddine Beghdadi and Faouzi AlayaChekh. Self-supervised Animal Detection in Indoor Environment, 12th International Conference on Image Processing Theory, Tools and Applications (IPTA), October 16-19, 2023, France. DOI: 10.1109/IPTA59101.2023.10320047

Adane Nega Tarekegn, Fulvio Ricceri, Giuseppe Costa, Elisa Ferracin, Mario Giacobini. Detection of
Frailty Using Genetic Programming. 23rd European Conference on GP (EuroGP). Seville, Spain,
p.228–243, Vol.12101, April 16, 2020. URL: Springer at : https://doi.org/10.1007/978-3-030-44094-7_15

Adane Nega Tarekegn, Faouzi Alaya Cheikh, Muhammad Sajjad, Mohib Ullah. Towards Detecting Freezing of Gait Events using Wearable Sensors and Genetic Programming. 22nd International Conference on Artificial Intelligence and Soft Computing, June 14-18,2023, Zakopane, Poland. DOI: https://doi.org/10.1007/978-3-031-42505-9_24