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, accepted for publication.
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, accepted for publication.
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, accepted for publication. 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

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.

International Conference and Workshop Papers

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

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.