Recent Publications
Journal Papers
- Alajak, K., D. Ozkul, K. Leurs, R. Dekker, A.A. Salah, "The dangers and limitations of mobile phone screening in asylum processes," Forced Migration Review, vol.73, May 2024. (also available in French, Spanish, and Arabic)
- Hendrikx, N.Y., K. Barhmi, L.R. Visser, T.A. de Bruin, M. Po, A.A. Salah, W.G.J.H.M. van Sark, "All sky imaging-based short-term solar irradiance forecasting with Long Short-Term Memory networks," Solar Energy, vol. 272, 112463, April 2024.
- Peng, Y., I. Lock, A.A. Salah, "Automated Visual Analysis for the Study of Social Media Effects: Opportunities, Approaches, and Challenges," Communication Methods and Measures, vol.18, no.2, pp.163-185, 2024. DOI
- Aydoğdu, B., H. Samad, S. Bai, S. Abboud, I. Gorantis, A.A. Salah, "Analyzing international airtime top-up transfers for migration and mobility," Int. Journal of Data Science and Analytics, 2023. DOI
- Eyiokur, F.I., A. Kantarci, M.E. Erakin, N. Damer, F. Ofli, M. Imran, J. Krizaj, A.A. Salah, A. Waibel, V. Struc, and H.K. Ekenel, "A survey on computer vision based human analysis in the COVID-19 era," Image and Vision Computing, vol.130, p.104610, 2023. DOI
- Pessanha, F., A.A. Salah, T. van Loon, R. Veltkamp, "Facial image-based automatic assessment of equine pain," IEEE Trans. Affective Computing, 14(3), pp.2064-2076, 2023. DOI
- Broome, S., M. Feighelstein, A. Zamansky, G. Carreira Lencioni, P.H. Andersen, F. Pessanha, M. Mahmoud, H. Kjellstrom, A.A. Salah, "Going Deeper than Tracking: A Survey of Computer-Vision Based Recognition of Animal Pain and Emotions", International Journal of Computer Vision, vol.131, pp.572-590, 2023. DOI
Edited Books and Proceedings
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No recent publications.
Book Chapters
- Bircan, T., A.A. Salah, “Emerging Big Data Sources for Studying Migration,” in W. Allen, C. Vargas-Silva (eds.), Handbook of Research Methods in Migration, 2nd Ed., Edward Elgar Publishing, October 2024.
- Bircan, T., A.A. Salah, A. Sîrbu, ‘How Can Big Data Analytics Help Understanding Migrant Integration?’ in M. Rango (ed), Harnessing Data Innovation for Migration Policy: A Handbook for Practitioners, 2023
International Conference and Workshop Papers
- Sogancioglu, G., P. Mosteiro, A.A. Salah, F. Scheepers, H. Kaya, ""Fairness in AI-Based Mental Health: Clinician Perspectives and Bias Mitigation," in Proc. 7th AAAI/ACM Conference on AI, Ethics, and Society (AIES), San Jose, 2024.
- Doyran, M., A.A. Salah, R. Poppe, "Human Contact Annotator: Annotating Physical Contact in Dyadic Interactions," in ICMI 2024 Companion, San José, 2024.
- Doyran, M., A.A. Salah, R. Poppe, "Decoding Contact: Automatic Estimation of Contact Signatures in Parent-infant Free Play Interactions" in Proc. of the 26th ACM Int. Conf. on Multimodal Interaction, San José, 2024.
- Ruhof, J., A.A. Salah, T.J.P.A.M. van Loon, "Automatic pain estimation in equine faces: More effective uses for regions of interest," Proc. ACII Workshops, Glasgow, 2024.
- Lu, H., A.A. Salah, R. Poppe, "Compensation Sampling for Improved Convergence in Diffusion Models," Proc. ECCV, Milano, 2024.
- Karaca, B., A.A. Salah, R. Poppe, J. Denissen, S.M.C. de Zwarte, “Survey of Automated Methods for Nonverbal Behavior Analysis in Parent-Child Interactions,” Proc. IEEE Int. Conf. on Automatic Face and Gesture Recognition, Istanbul, 2024.
- Ning, M., M. Li, J. Su, A.A. Salah, I. Onal Ertugrul "Elucidating the Exposure Bias in Diffusion Models," Proc. ICLR, Vienna, 2024.
- Lu, H., R. Poppe, A.A. Salah, "TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions," Proc. AAAI, Vancouver, 2024.
- Li, P., H. Lu, R. Poppe and A.A. Salah, "Automated Detection of Joint Attention and Mutual Gaze in Free Play Parent-Child Interactions," ACM Int. Conf. on Multimodal Interaction (ICMI) Companion, Paris, October 9–13, 2023.
- Doyran, M., R. Poppe and A.A. Salah, "Embracing Contact: Detecting Parent-Infant Interactions," ACM Int. Conf. on Multimodal Interaction (ICMI), Paris, October 9–13, 2023.
- Sogancioglu, G., H. Kaya and A.A. Salah, "Using Explainability for Bias Mitigation: A Case Study for Fair Recruitment Assessment," ACM Int. Conf. on Multimodal Interaction (ICMI), Paris, October 9–13, 2023.
- Aydogdu, B., D. Natarajan, S. Gunes¸ A.A. Salah, "Individual level drivers of seasonal agricultural mobility in Turkey," Proc. NETMOB, Madrid, 2023.
- Sogancioglu, G., H. Kaya and A.A. Salah, "The effects of gender bias in word embeddings on patient phenotyping in the mental health domain," Int. Conference on Affective Computing & Intelligent Interaction (ACII), 2023.
- Ning, M., I. Onal Ertugrul, D. Messinger, J. Cohn, A.A. Salah, "Automated Emotional Valence Estimation in Infants with Stochastic and Strided Temporal Sampling," Int. Conference on Affective Computing & Intelligent Interaction (ACII), 2023.
- Zhu, H., Y. Salgirli, P. Can, D. Atilgan, A.A. Salah, "Video-based estimation of pain indicators in dogs," Int. Conference on Affective Computing & Intelligent Interaction (ACII), 2023.
- Lu, H., R. Poppe, A.A. Salah, "LA-layer: General local attention layer for full attention networks," IEEE Int. Conf. on Multimedia & Expo (ICME), Brisbane, 2023.
- Lu, H., R. Poppe, A.A. Salah, "SCFormer: Integrating hybrid features in vision transformers," IEEE Int. Conf. on Multimedia & Expo (ICME), Brisbane, 2023.
Other
- Arcila Calderon, C., B. Aydogdu, T. Bircan, B. Gunduz, O. Ones, A.A. Salah, A. Sirbu, "Combining Twitter and Mobile Phone Data to Observe Border-Rush: The Turkish-European Border Opening," ArXiv preprint arXiv:2405.12642, 2024.
- Schoorl, K., T. Pinos Cisneros, A.A. Salah, B. Schouten, "Wrist movement classification for adaptive mobile phone based rehabilitation of children with motor skill impairments," ArXiv preprint arXiv:2401.17134, 2024.
- Lefter, I., D. Luxton, A. Baird, T. Chaspari, Z. Hammal, M. Mahmoud and A.A. Salah, “Affective Computing for Mental Wellbeing: Challenges, Opportunities, and Promising Synergies,” Proc. ACII, 2023.
- Aydogdu, B., C. Balcik, S. Gunes, R. Momeni, A.A. Salah, "Fine-grained mapping of migrants in Istanbul using satellite imaging and mobile phone data," (in Turkish) IEEE 31st Signal Processing and Communications Applications Conference (SIU), Istanbul, 2023.
- Aydogdu, B., Gurbuz, B., Salah, A.A., "White paper on policy implications of using mobile phone data for migration," Work package 6, Deliverable 6.5. HumMingBird project 870661 – H2020.