Recent Publications

Journal Papers

Aydogdu, B., O. Bilgili, S. Gunes, A.A. Salah, "Mobile phone data for anticipating displacements: Practices, opportunities, and challenges, Data & Policy, accepted for publication.
Hessels, R.S., P. Li, S. Balali, M.K. Teunisse, R. Poppe, D.C. Niehorster, M. Nyström, J.S. Benjamins, A. Senju, A.A. Salah, I.T.C. Hooge, "Gaze-action coupling, gaze-gesture coupling, and exogenous attraction of gaze in dyadic interactions," Attention, Perception, & Psychophysics, 2024.
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

Salah, A.A., L. Colonna, F. Florez-Revuelta (eds.), Privacy-Aware Monitoring for Assisted Living, Springer Cham, 2024.

Book Chapters

Colantonio, S. et al., "A historical view of active assisted living," in A.A. Salah, L. Colonna, F. Florez-Revuelta (eds.), Privacy-Aware Monitoring for Assisted Living, Springer Cham, 2024.
Salah, A.A., H. Kaya, D. Iren, "Affective computing for AAL," in A.A. Salah, L. Colonna, F. Florez-Revuelta (eds.), Privacy-Aware Monitoring for Assisted Living, Springer Cham, 2024.
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.