All Publications

Author proofs of most of my publications can be downloaded from this page. If you need a preprint not available on this page, drop me an email please.

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
Baki, P., H. Kaya, E. Ciftci, H. Gulec, A.A Salah, "A Multimodal Approach for Mania Level Prediction in Bipolar Disorder," IEEE Trans. Affective Computing, 13(4), pp.2119-2131, 2022. DOI
Salah, A.A. "Can big data deliver its promises in migration research?," International Migration, vol.60, no.2, pp. 252-255, 2022.
Borger, T., P. Mosteiro, H. Kaya, E. Rijcken, A.A. Salah, F. Scheepers, M. Spruit, "Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting," Expert Systems with Applications, Volume 199, 116720, 2022.
Escalante, H.J., Kaya, H., Salah, A.A., Escalera, S., Gucluturk, Y., Guclu, U., Baro, X., Guyon, I., Junior, J.J., Madadi, M., Ayache, S., Viegas, E., Gurpinar, F., Wicaksana, A.S., Liem, C., van Gerven, M., van Lier, R., "Modeling, Recognizing, and Explaining Apparent Personality from Videos," IEEE Transactions of Affective Computing, vol.13, no.2, pp.894-911, 2022. DOI.
Doyran, M., A. Schimmel, P. Baki, K. Ergin, B. Turkmen, A. Akdag Salah, S. Bakkes, H. Kaya, R. Poppe, and A.A. Salah, "MUMBAI: Multi-person, multimodal board game affect and interaction analysis dataset," Journal on Multimodal User Interfaces, 2021.
Halfon, S., M. Doyran, A.A. Salah, "Multimodal Affect Analysis of Psychodynamic Play Therapy," Psychotherapy Research, vol. 31, no. 3, pp. 402-417, 2021.
Akdag Salah, A.A., A.A. Salah, H. Kaya, M. Doyran, E. Kavcar, "The sound of silence: Breathing analysis for finding traces of trauma and depression in oral history archives", Digital Scholarship in the Humanities, fqaa056, 2020.
Tufekcioglu Z., B. Bilgic, A.E. Zeylan, A.A. Salah, H. Dibeklioglu, M. Emre, "Do Alzheimer’s Disease Patients Appear Younger than Their Real Age?," Dementia and Geriatric Cognitive Disorders, vol. 49, pp. 483-488, 2020.
Oliver, N., B. Lepri, H. Sterly, R. Lambiotte, S. Delataille, M. De Nadai, E. Letouzé, A.A. Salah, R. Benjamins, C. Cattuto, V. Colizza, N. de Cordes, S.P. Fraiberger, T. Koebe, S. Lehmann, J. Murillo, A. Pentland, P.N. Pham, F. Pivetta, J. Saramäki, S.V. Scarpino, M. Tizzoni, S. Verhulst, P. Vinck, "Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle," Science Advances, Vol. 6, no. 23, eabc0764, 2020.
Sari, C., A.A. Salah, A.A. Akdag Salah, "Automatic Detection and Visualization of Garment Color in Western Portrait Paintings," Digital Scholarship in the Humanities, Volume 34, Issue Supplement_1, December 2019, Pages i156–i171. (Author proof)
Demiroz, B.E., A.A. Salah, Y. Bastanlar, L. Akarun, "Affordable Person Detection in Omnidirectional Cameras Using Radial Integral Channel Features," Machine Vision and Applications, 2019. (SpringerLink)
Kuzu, R.S., A.A. Salah, "Chat Biometrics," IET Biometrics, vol.7, no.5, pp.454-466, 2018.
Kaya, H., A.A. Salah, A. Karpov, O. Frolova, A. Grigorev, E. Lyakso, "Emotion, Age, and Gender Classification in Children's Speech by Humans and Machines," Computer Speech & Language, vol.46, pp.268-283, 2017.
Kaya, H., F. Gurpinar, A.A. Salah, "Video Based Emotion Recognition in the Wild using Deep Transfer Learning and Score Fusion," Image and Vision Computing, vol.65, pp. 66-75, 2017.
Gorer, B., A.A. Salah, L. Akin, "An Autonomous Robotic Exercise Tutor for Elderly People," Autonomous Robots, 41(3), 657-678, 2017. DOI. available online.
Balci, K., A.A. Salah, "Automatic classification of player complaints in social games," "IEEE Transactions on Computational Intelligence and AI in Games, vol.9, no.1, pp.103-108, 2017.
Gundogdu, D., O.D. Incel, A.A. Salah, B. Lepri, "Countrywide Arrhythmia: Emergency Event Detection Using Mobile Phone Data," EPJ Data Science, vol.5, no.25, 2016. DOI.
Kaya, H., A.A. Salah, "Combining Modality-Specific Extreme Learning Machines for Emotion Recognition in the Wild", Journal on Multimodal User Interfaces, 10(2), pp. 139-149, 2016. DOI.
Balci, K., A.A. Salah, "Automatic analysis and identification of verbal aggression and abusive behaviors for online social games," Computers in Human Behavior, vol.53, pp.517-526, 2015.
Varol, G., A.A. Salah, "Efficient large-scale action recognition in videos using extreme learning machines", Expert Systems With Applications 42, pp.8274-8282, 2015. DOI.
Vinciarelli, A., A. Esposito, E. Andre, F. Bonin, M. Chetouani, J.F. Cohn, M. Cristani, F. Fuhrmann, E. Gilmartin, Z. Hammal, D. Heylen, R. Kaiser, M. Koutsombogera, A. Potamianos, S. Renals, G. Riccardi, A.A. Salah, "Open Challenges in Modeling, Analysis and Synthesis of Human Behaviour in Human-Human and Human-Machine Interactions," Cognitive Computation, vol.7, issue 4, pp. 397-413, 2015. DOI.
Dibeklioglu, H., F. Alnajar, A.A. Salah, Th. Gevers, "Combining Facial Dynamics with Appearance for Age Estimation," IEEE Transactions on Image Processing, vol.24, no.6, pp.1928-1943, 2015.
Dibeklioglu, H., A.A. Salah, Th. Gevers, "Recognition of Genuine Smiles," IEEE Transactions on Multimedia, vol.17, no.3, pp.279-294, 2015.
Kaya, H., T. Ozkaptan, A.A. Salah, S.F. Gurgen, "Random Discriminative Projection based Feature Selection for Computational Paralinguistics," IEEE Signal Processing Letters, vol.22, no.6, pp.671-675, 2015.
Aslantas, G., F. Gurgen, A.A. Salah, "GA-NN Approach for ECG feature selection in rule based arrythmia classification", Neural Network World, vol.3, no.14, pp.267-283, 2014.
Akdag Salah, A.A., L. Manovich, A.A. Salah and J. Chow, "Combining Cultural Analytics and Networks Analysis: Studying a Social Network Site with User-Generated Content," Journal of Broadcasting and Electronic Media, Volume 57, Issue 3, pp. 409-426, 2013. The high resolution images can be downloaded here: 1, 2, 3.
Akdag Salah, A., A.A. Salah, "Flow of Innovation in deviantArt: Following Artists on an Online Social Network Site," Mind and Society, Volume 12, Issue 1, pp. 137-149, 2013.
Yucel, Z., A.A. Salah, C. Mericli, T. Mericli, R. Valenti, Th. Gevers, "Joint Attention by Gaze Interpolation and Saliency," IEEE Transactions on Cybernetics, Vol.43(3), pp.829-842, 2013. Data and ground truth annotations are here.
Akdag Salah, A., A.A. Salah, B. Buter, N. Dijkshoorn, D. Modolo, Q. Nguyen, S. van Noort, B. van de Poel, "DeviantArt in Spotlight: A Network of Artists," Leonardo, Vol. 45, No. 5, 2012.
Dibeklioglu, H., A.A. Salah, Th. Gevers, "A Statistical Method for 2D Facial Landmarking," IEEE Transactions on Image Processing, 21(2), 844-858, 2012.
Buter, B., N. Dijkshoorn, D. Modolo, Q. Nguyen, S. van Noort, B. van de Poel, A.A. Akdag Salah, A.A. Salah, "Explorative visualization and analysis of a social network for arts: The case of deviantArt ", Journal of Convergence, vol.2, no.2, pp.87-94, 2011.
Dibeklioglu, H., M. Ortega Hortas, I. Kosunen, P. Zuzanek, A.A. Salah, Th. Gevers, "Design and Implementation of an Affect-Responsive Interactive Photo Frame," Journal on Multimodal User Interfaces, vol.4, no.2, pp.81-95, 2011.
Poh, N., Chan, C.H., Kittler, J., Marcel, S., Mc Cool, C., Argones Rua, E., Alba Castro, J.L., Villegas, M., Paredes, R., Struc, V., Pavesic, N., Salah, A.A., Fang, H., Costen, N., "An Evaluation of Video-to-Video Face Verification," IEEE Trans. Information Forensics and Security, vol. 5, no. 4, 781-801, 2010.
Salah, A.A., E. Pauwels, R. Tavenard, Th. Gevers, "T-Patterns Revisited: Mining for Temporal Patterns in Sensor Data," Sensors 2010, 10(8), 7496-7513; doi:10.3390/s100807496
Poh, N., T. Bourlai, J. Kittler, L. Allano, F. Alonso, O. Ambekar, J. Baker, B. Dorizzi, O. Fatukasi, J. Fierrez, H. Ganster, J.-O. Garcia, D. Maurer, A.A. Salah, T. Scheidat, C. Vielhauer, "Benchmarking Quality-Dependent and Cost-sensitive Multimodal Biometric Fusion Algorithms," IEEE Trans. Information Forensics and Security, vol. 4, no. 4, 849-866, 2009.
Salah, A.A., R. Morros, J. Luque, C. Segura, J. Hernando, O. Ambekar, B. Schouten, E.J. Pauwels, "Multimodal identification and localization of users in a smart environment," Journal on Multimodal User Interfaces, vol 2, no 2, pp-72-91, 2008.
Akdag Salah, A.A., A.A. Salah, "Technoscience Art: A Bridge between Neuroesthetics and Art History?," Review of General Psychology, vol 12(2), pp.147-158, 2008.
Salah, A.A., N. Alyuz, L. Akarun, "Registration of 3D Face Scans with Average Face Models", Journal of Electronic Imaging, Vol. 17, 011006, 2008. doi:10.1117/1.2896291.
Salah, A.A., H. Cinar, L. Akarun, B. Sankur, "Robust Facial Landmarking for Registration", Annals of Telecommunications, vol.62, no.1-2, pp.1608-1633, 2007.
Salah, A.A., E. Alpaydin, L. Akarun, "A Selective Attention Based Method for Visual Pattern Recognition with Application to Handwritten Digit Recognition and Face Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, Vol.24, No.3, pp. 420-425, March 2002.

Editorial

Dibeklioğlu, H., E. Sürer, A.A. Salah, T. Dutoit, " Behavior and Usability Analysis for Multimodal User Interfaces," Journal on Multimodal User Interfaces, vol.15, pp.335-336, 2021.
Salah, A.A., A. Ross, "Selected Works From Automated Face and Gesture Recognition 2020," IEEE Trans. Biometrics, Behavior, and Identity Science, 2021.
Alameda-Pineda, X., E. Ricci, A.A. Salah, N. Sebe. S. Yan, "Special issue on Generating Realistic Visual Data of Human Behavior," International Journal of Computer Vision, 128(5), 1376-1377, 2020.
Salah, A.A., H. Hung, O. Aran, H. Gunes and M. Turk, Behavior Understanding for Arts and Entertainment, ACM Transactions on Interactive Intelligent Systems, Vol. 5, No. 3, 2015.
Salah, A.A., H. Hung, O. Aran, H. Gunes and M. Turk, Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment, ACM Transactions on Interactive Intelligent Systems, Vol. 5, No. 2, June 2015.
Salah, A.A., P.-Y. Oudeyer, C. Mericli, J. Ruiz-del-Solar, "Behavior Understanding and Developmental Robotics," IEEE Trans. Autonomous Mental Development, vol.6, no.2, June 2014.
Salah, A.A., B.A.M. Schouten, S. Gobel, B. Arnrich, "Playful Interactions and Serious Games," Journal of Ambient Intelligence and Smart Environments, Vol 6, No 3, pp. 259-262, May 2014.
Salah, A.A., B. Lepri, A. Pentland, J. Canny, "Understanding and Changing Behavior", IEEE Pervasive Computing, vol 12, no 3, pp.18-20, July-Sept. 2013.
Salah, A.A., Th. Gevers, A. Vinciarelli, "Introduction to the Affect-Based Human Behavior Understanding Special Issue, IEEE Trans. Affective Computing, Vol.2, No.2, 64-65, 2011.
Salah, A.A., Th. Gevers, N. Sebe, A. Vinciarelli, "Computer vision for ambient intelligence," Journal of Ambient Intelligence and Smart Environments, Vol.3, No.3, 187-191, 2011.
Salah, A.A., T. Dutoit, "Enriching the user experience with multimodal interfaces", Journal on Multimodal User Interfaces, vol.4, no.2, pp.59-60, 2011.

Edited Books and Proceedings

Salah, A.A., L. Colonna, F. Florez-Revuelta (eds.), Privacy-Aware Monitoring for Assisted Living, Springer Cham, 2024.
Salah, A.A., E.E. Korkmaz, T. Bircan (eds.), Data Science for Migration and Mobility, Proc. British Academy, Oxford University Press, 2022.
Tumuluri, R., N. Sebe, G. Pingali, D.B. Jayagopi, A. Dhall, R. Singh, L. Anthony, A.A. Salah, International Conference on Multimodal Interaction, ICMI 2022, Bengaluru, India, November 7-11, 2022. ACM 2022, ISBN 978-1-4503-9390-4
Tumuluri, R., N. Sebe, G. Pingali, D.B. Jayagopi, A. Dhall, R. Singh, L. Anthony, A.A. Salah, International Conference on Multimodal Interaction, ICMI 2022, Companion Volume, Bengaluru, India, November 7-11, 2022. ACM 2022, ISBN 978-1-4503-9389-8
Salah, A.A., A. Karpov, R. Potapova (eds.), Speech and Computer, 21st International Conference, SPECOM 2019, LNAI 11658, Springer International Publishing, 2019.
Salah, A.A., A. Pentland, B. Lepri, E. Letouze, Y.-A. de Montjoye, X. Dong, P. Vinck, Guide to Mobile Data Analytics in Refugee Scenarios, Springer International Publishing, 2019.
Chetouani, M., J. Cohn, A.A. Salah, "Human Behavior Understanding," Proceedings Seventh Int. Workshop, HBU 2016, Amsterdam, The Netherlands, October 16, 2016, Springer International Publishing, Switzerland.
Salah, A.A., B.J. Krose, D.J. Cook, "Human Behavior Understanding," Proceedings Sixth Int. Workshop, HBU 2015, Osaka, Japan, September 8, 2015, LNCS 9277, Springer International Publishing, Switzerland.
Hartmann, K., I. Siegert, B. Schuller, L.P. Morency, A.A. Salah, R. Bock, "Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies", Seattle, 9-13 November, 2015.
Salah, A.A., Y. Tonta, A.A. Akdag Salah, C. Sugimoto, U. Al (Eds.), Proceedings of ISSI 2015 Istanbul: 15th International Society of Scientometrics and Informetrics Conference, Istanbul, Turkey, 29 June to 3 July, 2015, Bogazici University Printhouse.
Salah, A.A., J.F. Cohn, B. Schuller, O. Aran, L.-P. Morency, P.R. Cohen (Eds.), Proceedings of the 16th International Conference on Multimodal Interaction, ICMI 2014, Istanbul, Turkey, November 12-16, 2014, ACM.
Park, H.S., A.A. Salah, Y.J. Lee, L.-P. Morency, Y. Sheikh, R. Cucchiara, "Human Behavior Understanding," Proceedings Fifth Int. Workshop, HBU 2014, Zurich, Switzerland, September 12, 2014, LNCS 8749, Springer International Publishing, Switzerland.
Salah, A.A., H. Hung, O. Aran, H. Gunes, "Human Behavior Understanding," Proceedings Fourth Int. Workshop, HBU 2013, Barcelona, Spain, October 22, 2013, LNCS 8212, Springer International Publishing, Switzerland.
Augusto, J.C., R. Wichert, R. Collier, D. Keyson, A.A. Salah, A.-H. Tan, "Ambient Intelligence," Proceedings Fourth Int. Joint Conference, AmI 2013, Dublin, December 3-5, 2013, LNCS 8309, Springer Verlag.
Salah, A.A., J. Ruiz-del-Solar, C. Mericli, P.-Y. Oudeyer, "Human Behavior Understanding," Proceedings Third Int. Workshop, HBU 2012, Algarve, Portugal, October 7, 2012, LNCS 7559, Springer Verlag, Berlin Heidelberg.
Salah, A.A., B. Lepri, "Human Behavior Understanding," Proceedings Second Int. Workshop, HBU 2011, Amsterdam, The Netherlands, November 16, 2011, LNCS 7065, Springer Verlag, Berlin Heidelberg.
Salah, A.A., Th. Gevers, Computer Analysis of Human Behavior, Springer Verlag, 2011.
Salah, A.A., Th. Gevers, Proceedings of the eNTERFACE'10 Summer Workshop on Multimodal Interfaces, University of Amsterdam, 2010.
Salah, A.A., Th. Gevers, N. Sebe, A. Vinciarelli, "Human Behavior Understanding," Proceedings First Int. Workshop, HBU 2010, Istanbul, Turkey, August 22, 2010, LNCS 6219, Springer Verlag, Berlin Heidelberg.

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
Salah, A.A., C. Canca, B. Erman, "Ethical and Legal Concerns on Data Science for Large Scale Human Mobility," in Data Science for Migration and Mobility, 2022.
Salah, A.A., T. Bircan, E.E. Korkmaz, "New data sources and computational approaches on migration and human mobility," in Data Science for Migration and Mobility, 2022.
Aydoğdu, B., A.A. Salah, "Machine Learning for Urban Computing", in S. Carta (ed.), Machine Learning, Artificial Intelligence and Urban Assemblages: Applications in architecture and urban design, Wiley, 2022.
Salah, A.A., "Mobile data challenges for human mobility analysis and humanitarian response," in M. McAuliffe (ed.) Research Handbook of International Migration and Digital Technology, Edward Elgar, 2021.
Salah, A.A., A. Pentland, B. Lepri, E. Letouze, Y.-A. de Montjoye, X. Dong, O. Dagdelen, P. Vinck, "Introduction to the Data for Refugees Challenge on Mobility of Syrian Refugees in Turkey", in A.A. Salah et al. (eds) Guide to Mobile Data Analytics in Refugee Scenarios, Springer International Publishing, 2019.
Vinck, P., P.N. Pham, A.A. Salah, ''Do no harm' in the age of Big Data: Data, ethics, and the refugees' in A.A. Salah et al. (eds) Guide to Mobile Data Analytics in Refugee Scenarios, Springer International Publishing, 2019.
Salah, A.A., M.T. Altuncu, S. Balcisoy, E. Frydenlund, M. Mamei, M.A. Akyol, K.Y. Arslanli, I. Bensason, C. Boshuijzen- van Burken, P. Bosetti, J. Boy, T. Bozcaga, S.M. Cilasun, O. Isik, S. Kalaycioglu, A.S. Kaptaner, I. Kayi, O.O. Kilic, B. Kjamili, H. Kucukali, A. Martin, M. Lippi, F. Pancotto, D. Roads, N. Sevencan, E. Sezgin, A. Sole, H. Sterly, E. Surer, T. Taskaya Temizel, S. Tumen, I. Uluturk, 'Policy implications of the D4R Challenge' in A.A. Salah et al. (eds) Guide to Mobile Data Analytics in Refugee Scenarios, Springer International Publishing, 2019.
Salah, A.A., H. Kaya, F. Gurpinar, "Video-Based Emotion Recognition in the Wild," X. Alameda-Pineda, E. Ricci, N. Sebe (eds.), Multimodal Behavior Analysis in the Wild, Academic Press, pp.369-386, 2019.
Kaya, H., A.A. Salah, Multimodal Personality Trait Analysis for Explainable Modeling of Job Interview Decisions, H. J. Escalante et al. (eds.), Explainable and Interpretable Models in Computer Vision and Machine Learning, The Springer Series on Challenges in Machine Learning, Springer Nature Switzerland, 2018.
Munteanu, C., A.A. Salah, "Multimodal technologies for seniors: Challenges and Opportunities," S. Oviatt et al. (eds), The Handbook of Multimodal-Multisensor Interfaces, Morgan Claypool, 2017.
Salah, A.A., B.J. Krose, D.J. Cook, "Behavior Analysis for Elderly," in A.A. Salah, B.J. Krose, D.J. Cook (Eds.): HBU 2015, LNCS 9277, pp. 1-10, Springer International Publishing Switzerland, 2015.
Dibeklioglu, H., A.A. Salah, F. Gurpinar, "Measurement of Facial Dynamics for Soft Biometrics" in Q. Ji et al., Face and Facial Expression Recognition from Real World Videos, pp.69-84, Springer International Publishing, 2015.
Salah, A.A., H. Hung, O. Aran, H. Gunes, "Creative applications of human behavior understanding", HBU 2013, LNCS 8212, pp.1-14, Springer Verlag, Berlin Heidelberg.
Salah, A.A., J. Ruiz-del-Solar, C. Mericli, P.-Y. Oudeyer, "Human Behavior Understanding for Robotics", HBU 2012, LNCS 7559, Springer Verlag, Berlin Heidelberg.
Lepri, B., A.A. Salah, F. Pianesi and A.S. Pentland, "Human Behavior Understanding for Inducing Behavioral Change: Social and Theoretical Aspects," in R. Wichert, K. van Laerhoven, J. Gelissen (eds.) AmI 2011 Workshops, CCIS 277, pp.252-263, 2012.
Schouten, B.A.M., A.A. Salah, R. van Kranenburgh, "Behavioural Biometrics and Human Identity," in E. Mordini, D. Tzovaras (eds.), Second Generation Biometrics: The Ethical, Legal and Social Context, The International Library of Ethics, Law and Technology, Vol. 11, Part 3, pp. 195-214, DOI 10.1007/978-94-007-3892-8_9, Springer Science+Business Media B.V., 2012.
Salah, A.A., B. Lepri, F. Pianesi, A. Pentland, "Human Behavior Understanding for Inducing Behavioral Change: Application Perspectives", HBU 2011, LNCS 7065, 1-15, 2011.
Salah, A.A., N. Sebe, Th. Gevers, "Communication and automatic interpretation of affect from facial expressions," in D. Gokcay & G. Yildirim (eds.), Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives, Chap. 8, IGI Global, pp.157-183, 2010.
Salah, A.A., Th. Gevers, N. Sebe, A. Vinciarelli, "Challenges of human behavior understanding," HBU 2010, LNCS 6219, 1-12, 2010.
Salah, A.A., "Machine Learning for Biometrics," E. Soria, J.D. Martin, M.Martinez, R. Magdalena, A.J. Serrano (eds.), Handbook of Research on Machine Learning Applications, 2009.
Archer, C., M. Hochstenbach, K. Hoede, G. Meinsma, H. Meijer, A.A. Salah, C. Stolk, T. Swist, J. Zyprych, "Neural spike sorting with spatio-temporal features", in O. Bokhove, J. Hurink, G. Meinsma, C. Stolk, M. Vellekoop (eds.) "Proceedings of the Sixty-third European Study Group Mathematics with Industry", pp.21-46, Enschede, 2008.
Gokberk, B., A.A. Salah, N. Alyuz, L. Akarun, "3D Face Recognition: Technology and Applications," M. Tistarelli, S.Z. Li, R. Chellappa (eds.) Handbook of Remote Biometrics for Surveillance and Security, Springer-Verlag, London, 2009.
Salah, A.A., "Perceptual Fusion in Humans and Machines" in O. Tanridag (ed.), "Cognitive Neuroscience at Marmaris - An Interdisciplinary Book on Selected Themes From The Previous Meetings 2005-2007," Pharmapublication Planning, Istanbul, 2008.
Gokberk, B., A.A. Salah, L. Akarun, R. Etheve, D. Riccio, J.-L. Dugelay, "3D Face Recognition" in D. Petrovska-Delacretaz, G. Chollet, B. Dorizzi (eds.), Guide to Biometric Reference Systems and Performance Evaluation, Springer-Verlag, London, 2008.
Tistarelli, M., M. Bicego, J.L. Alba-Castro, D. Gonzalez-Jimenez, A. Mellakh, A.A. Salah, D. Petrovska-Delacretaz, B. Dorizzi, "2D Face Recognition" in D. Petrovska-Delacretaz, G. Chollet, B. Dorizzi (eds.), Guide to Biometric Reference Systems and Performance Evaluation, Springer-Verlag, London, 2008.

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.
Fiorentini, G., I. Önal Ertuğrul, A.A. Salah, "Fully-attentive and interpretable: vision and video vision transformers for pain detection," NeurIPS Workshops, Tel Aviv, 2022.
Alberts, M., E.A.M de Ridder, J.A.J. Lodewijks, T.V. Pinos Cisneros, K. Schoorl, A.A. Salah, B.A.M. Schouten, "Designing a Smartphone Exergame for Children with Cerebral Palsy in the Home Environment", CHI Play, Bremen, 2022.
Aydoğdu, B., M. Mikulin, C. Balcik, S. Güneş, A.A. Salah, "Activity space approach to migrant segregation in Istanbul," SocInfo, Glasgow, 2022.
Zhao, S., A.A. Akdağ Salah, A.A. Salah, "Automatic Analysis of Human Body Representations in Western Art," European Conf. on Computer Vision Workshops (ECCVW), Tel Aviv, 2022.
Pessanha, F., H. Kaya, A.A. Akdağ Salah, A.A. Salah, "Towards using breathing features for multimodal estimation of depression severity," Int. Conf. on Multimodal Interaction (ICMI), Bengaluru, 2022.
Olalere, F., V. Brouwers, M. Doyran, R. Poppe, A.A. Salah, "Video-based sports activity recognition for children," 13th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Tokyo, 2021.
Sogancıoglu, G., H. Kaya, A.A. Salah, "Can mood primitives predict apparent personality?," Int. Conference on Affective Computing & Intelligent Interaction (ACII), 2021.
Olalere, F., M. Doyran, R. Poppe, A.A. Salah, "Geeks and guests: estimating players level of experience from board game behaviors," 11th Int. Workshop on Human Behavior Understanding (HBU), 2021.
Soğancıoğlu, G., O. Verholyak, H. Kaya, D. Fedotov, T. Cadée, A.A. Salah, A. Karpov, "Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition," INTERSPEECH, Virtual, 2020. (Winner of the Computational Paralinguistics Challenge - Elderly Emotion Subchallenge)
Guelen, J.A.P., A.A. Salah, B.J. Boom, J.A. Vijverberg, "Weakly Supervised Semantic Roadside Object Segmentation Using Digital Maps," 4th Int. Conf. on Imaging, Vision & Pattern Recognition (IVPR), Fukuoka, 2020
Molenaar, S., L. Schiphorst, M. Doyran, A.A. Salah, F. Dalpiaz, S. Brinkkemper, "Reference Method for the Development of Domain Action Recognition Classifiers: the Case of Medical Consultations," 25th Int. Conf. on Exploring Modeling Methods for Systems Analysis and Development (EMMSAD), Grenoble, 2020.
Schiphorst, L., M. Doyran, A.A. Salah, S. Molenaar, S. Brinkkemper, "Video2Report: A Video Database for Automatic Reporting of Medical Consultancy Sessions," 15th IEEE International Conference on Automatic Face and Gesture Recognition, Buenos Aires, 2020.
Hummel, H.I., F. Pessanha, A.A. Salah, T.J.P.A.M. van Loon, R.C. Veltkamp, "Automatic Pain Detection on Horse and Donkey Faces," Int. Conference on Automatic Face and Gesture Recognition, Buenos Aires, 2020.
Schimmel, A., M. Doyran, P. Baki, K. Ergin, B. Turkmen, A.A. Akdag Salah, S. Bakkes, H. Kaya, R. Poppe, A.A. Salah. ‘Multi-person Board Game Affect Analysis Dataset: MP-BGAAD’, Proc. eNTERFACE, Ankara, METU Uni. Press, 2019.
Doyran, M., B. Turkmen, E.A. Oktay, S. Halfon, A.A. Salah, "Video and Text-Based Affect Analysis of Children in Play Therapy," Int. Conf. on Multimodal Interaction (ICMI), Souzhou, 2019.
Zeylan, A.E., A.A. Salah, H. Dibeklioglu, Z. Tufekcioglu, B. Bilgic, M. Emre, "Do Alzheimer's Patients Appear Younger than Their Age? A Study with Automatic Facial Age Estimation," 9th Int. Conf. on Image Processing Theory, Tools and Applications (IPTA), Istanbul, 2019.
Timar, Y., M. Behlil, A.A. Salah, "Can affective computing bring new insights to spectator-based film theory?," ECREA: Research Methods in Film Studies, Ghent, 2019.
Kaya, H., Fedotov, D., Dresvyanskiy, D., Doyran, M., Mamontov, D., Markitantov, M., Akdag Salah, A.A., Kavcar, E., Karpov, A. Salah, A.A., "Predicting depression and emotions in the cross-roads of cultures, para-linguistics, and non-linguistics," AVEC 2019 Workshop and Challenge, Nice, 2019.
Salah, A.A., Using mobile phone data for the analysis of refugee movements: The Data for Refugees Challenge for Syrian Refugees in Turkey, Migration Conference, Bari, 2019.
Akdag Salah, A.A., M. Ocak, H. Kaya, E. Kavcar, A.A. Salah, "Hidden in a Breath: Tracing the Breathing Patterns of Survivors of Traumatic Events," Digital Humanities, Utrecht, 2019.
Moon, J., J. Morita, Y. Enokibori, T. Hirayama, A.A. Salah, K. Mase, Y. Hatakeyama, H. Kaji, "Predicting Signs of Drowsiness from Driver's Blinking and Driving Behavior," 8th Biennial Workshop on DSP for In-Vehicle and Mobile Systems, Nagoya, 2018.
Ringeval, F., B. Schuller, M. Valstar, R. Cowie, H. Kaya, M. Schmitt, S. Amirparian, N. Cummins, D. Lalanne, A. Michaud, E. ciftci, H. Gulec, A.A. Salah, M. Pantic, "AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition," AVEC, Seoul, 2018.
Timar, Y., N. Karslioglu, H. Kaya, A.A. Salah, "Feature selection and multimodal fusion for estimating emotions evoked by movie clips," ACM Int. Conf. on Multimedia Retrieval (ICMR), Yokohama, 2018.
Ciftci, E., H. Kaya, A.A. Salah, H. Gulec, "The Turkish Audio-Visual Bipolar Disorder Corpus," ACII Asia, Beijing, 2018.
Derman, E., A.A. Salah, "Continuous Real-Time Vehicle Driver Authentication Using Convolutional Neural Network Based Face Recognition," Int. Workshop on Human Behavior Understanding (HBU), Xi'an, 2018.
Karslioglu, N., Y. Timar, A.A. Salah, H. Kaya, " BOUN-NKU in MediaEval 2017 Emotional Impact of Movies Task," MediaEval, Dublin, 2017.
Kaya, H., F. Gurpinar, A.A. Salah, "Multi-modal Score Fusion and Decision Trees for Explainable Automatic Job Candidate Screening from Video CVs," CVPR Workshops, Honolulu, 2017. (Winner of the ChaLearn LAP Job Candidate Screening Challenge).
Musaoglu, O., O. Dag, A.A. Akdag Salah, A.A. Salah, "A Generic Tool for Visualizing Patterns in Poetry", Digital Humanities, Montreal, 2017.
Sari, C., A.A. Salah, A.A. Akdag Salah, "Tracing the Colors of Clothing in Paintings with Image Analysis", Digital Humanities, Montreal, 2017.
Gurpinar, F., H. Kaya, H. Dibeklioglu, A.A. Salah, "Multimodal Fusion of Audio, Scene, and Face Features for First Impression Estimation," 23rd Int.Conf. on Pattern Recognition (ICPR), Cancun, 2016 (Winner of the ChaLearn LAP First Impressions Challenge).
Halfon, S., E. Aydin Oktay, A.A. Salah, "Assessing Affective Dimensions of Play in Psychodynamic Child Psychotherapy via Text Analysis," 7th Int. Workshop on Human Behavior Understanding (HBU), Amsterdam, pp.15-34, 2016.
Senyazar, B., A.A. Salah, I. Ayhan, "The Role of Attention on the Minimum Presentation Duration Required for Scene Recognition," European Conf. on Visual Perception (ECVP), Barcelona, 2016. (published in Perception, vol.45, p.200, 2016).
Isikdogan, F., I. Adiyaman, A.A. Akdag Salah, A.A. Salah, "A new database and protocol for image reuse detection," VISART@ECCV, ECCV Workshops, vol.1, pp.903-916, Amsterdam, 2016. (author proof)
Gurpinar, F., H. Kaya, A.A. Salah, "Combining Deep Facial and Ambient Features for First Impression Estimation," ECCV Workshops, Volume 9915 of the series Lecture Notes in Computer Science, pp 372-385, 2016.
Afshar, S., A.A. Salah,"Facial expression recognition in the wild using improved dense trajectories and Fisher vector encoding," IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Las Vegas, 2016.
Gurpinar, F., H. Kaya, H. Dibeklioglu, A.A. Salah, "Kernel ELM and CNN based Facial Age Estimation," IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Las Vegas, 2016.
Kaya, H., A. Karpov, A.A. Salah, "Robust Acoustic Emotion Recognition based on Cascaded Normalization and Extreme Learning Machines," 13th International Symposium on Neural Networks, Saint Petersburg, July 6-8, 2016.
Kuzu, R.S., K. Balci, A.A. Salah, "Authorship Recognition in a Multiparty Chat Scenario," Int. Workshop on Biometrics and Forensics, Limassol, March 2016.
Derman, E., G. Kayim, A.A. Salah, "Short Term Re-Identification of Automatic Teller Machine (ATM) Users via Face and Body Appearance Features," Int. Workshop on Biometrics and Forensics, Limassol, March 2016.
Gurpinar, F., H. Kaya, S. Afshar, H. Dibeklioglu, A.A. Salah, "Kernel ELM based age estimation," Int. Conf. on Computer Graphics, Animation and Gaming Technologies (Eurasia Graphics), Istanbul, November 2015.
Kaya, H., F. Gurpinar, S. Afshar, A.A. Salah, "Contrasting and Combining Least Squares Based Learners for Emotion Recognition in the Wild," ICMI, Seattle, November 2015. (First Runner Up, EMOTIW AFEW Challenge)
Aydin Oktay, E., K. Balci, A.A. Salah, "Automatic assessment of dimensional affective content in Turkish multi-party chat messages," Int. Workshop on Emotion Representations and Modelling for Companion Systems (ERM4CT), Seattle, November 2015.
Lyakso, E., O. Frolova, E. Dmitrieva, A. Grigorev, H. Kaya, A. Salah, A. Karpov. EmoChildRu: Emotional Child Russian Speech Corpus. In Proc. International Conference on Speech and Computer SPECOM-2015, Athens, Greece, Springer LNAI 9319, pp. 134-141, 2015.
Kaya, H., A. Karpov, A.A. Salah, "Fisher Vectors with Cascaded Normalization for Paralinguistic Analysis," INTERSPEECH, Dresden, 2015. (Winner of the Computational Paralinguistics Challenge - Eating Condition Subchallenge)
Gundogdu, D., o.D. Incel, A.A. Salah, B. Lepri, "Social event detection in aggregated mobile phone data using Markov modulated Poisson process," Int. Conf. on Computational Social Science, Helsinki, June 8-11, 2015.
Sartori, A., B. Senyazar, A.A. Akdag Salah, N. Sebe, A.A. Salah, "Emotions in Abstract Art: Does Texture Matter?," 18th Int. Conf. on Image Analysis and Processing (ICIAP), Genova, September 7-11, 2015.
Sartori, A., Y. Yan, G. Ozbal, A.A. Akdag Salah, A.A. Salah, N. Sebe, "Looking at Mondrian's Victory Boogie-Woogie: What do I feel?," in Q. Yang, M. Wooldridge (eds.) Proc. of the 24th Int. Joint Conf. on Artificial Intelligence (IJCAI), pp. 2503-2509, AAAI Press, Buenos Aires, July 25-31, 2015.
Kaya, H., A.A. Salah, "Combining Modality-Specific Extreme Learning Machines for Emotion Recognition in the Wild," 16th ACM ICMI, pp 487-493, 2014.
Salah, A.A., "Natural Multimodal Interaction with a Social Robot: What are the Premises?," Proc. of the 2014 Workshop on Roadmapping the Future of Multimodal Interaction Research including Business Opportunities and Challenges, Istanbul, November 2014.
Kaya, H., A.A. Salah, "Eyes Whisper Depression: A CCA Based Multimodal Approach," ACM Multimedia, Orlando, November 3-7, 2014.
Kaya, H., F. cilli, A.A. Salah, "Ensemble CCA for Continuous Emotion Prediction," The 4th Int. Audio/Visual Emotion Challenge and Workshop (AVEC), Orlando, November 7, 2014.
Kaya, H., T. ozkaptan, A.A. Salah, S.F. Gurgen, "Canonical Correlation Analysis and Local Fisher Discriminant Analysis based Multi-View Acoustic Feature Reduction for Physical Load Prediction," INTERSPEECH, Singapore, September 14-18, 2014. (Winner of the Computational Paralinguistics Challenge - Physical Load Subchallenge)
Demiroz, B.E., A.A. Salah, L. Akarun, "Coupling Fall Detection and Tracking in Omnidirectional Cameras," 5th Int. Workshop on Human Behavior Understanding (HBU@ECCV), Zurich, September 12, 2014
Dibeklioglu, H., T. Gevers, M. Lucassen, A.A. Salah, "The Role of Color and Contrast in Facial Age Estimation," 5th Int. Workshop on Human Behavior Understanding (HBU@ECCV), Zurich, September 12, 2014
Guneysu, A., D. Siyli, A.A. Salah, " Auto-Evaluation of Motion Imitation in a Child-Robot Imitation Game for Upper Arm Rehabilitation," IEEE International Symposium on Robot and Human Interactive Communication, Edinburgh, August 25-29, 2014.
Kocberber, C., A.A. Salah, "Video Retargeting: Video Saliency and Optical Flow Based Hybrid Approach," 3rd Workshop on Intelligent Cinematography and Editing (at AAAI), Quebec City, July 27, 2014.
Kaya, H., F. Eyben, A.A. Salah, B.W. Schuller, "CCA Based Feature Selection with Application to Continuous Depression Recognition from Acoustic Speech Features," Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Florence, 4-9 May, 2014.
Dibeklioglu, H., A.A. Salah, Th. Gevers, "Like Father, Like Son: Facial Expression Dynamics for Kinship Verification," Int. Conf. on Computer Vision (ICCV), Sydney, 3-6 December 2013.
Derman, E., Y.K. Gecici, A.A. Salah, "Short Term Face Recognition for Automatic Teller Machine (ATM) Users," Int. Conf. on Electronics, Computer and Computation (ICECCO), Ankara, 2013.
Gorer, B., A.A. Salah, L. Akin, "A Robotic Fitness Coach for The Elderly", Int. Joint Conference on Ambient Intelligence, Dublin, 2013.
Kaya, H., A.M. Ercetin, A.A. Salah, S. F. Gurgen, "Random Forests for Laughter Detection", 1st Workshop on Affective Social Speech Signals, Grenoble, 22-23 August 2013.
Isikdogan, F., A.A. Salah, "Affine invariant salient patch descriptors for image retrieval," International Workshop on Image and Audio Analysis for Multimedia Interactive Services (WIA2MIS), Paris, July 2013.
Balci, K., A.A. Salah, "Player profiling and offender classification from player complaints in online social games", Workshop on Design and Evaluation of Sociability in Online Games at CHI, Paris, 2013.
Akdag Salah, A.A., A. Scharnhorst, O. ten Bosch, P. Doorn, L. Manovich, A.A. Salah and J. Chow, "Significance of Visual Interfaces in Institutional and User-Generated Databases with Category Structures," 5th International Workshop on Personalized Access to Cultural Heritage (PATCH 2012), Nara, 2012
Dibeklioglu, H., Th. Gevers, A.A. Salah, R. Valenti, "A smile can reveal your age: Enabling facial dynamics in age estimation," ACM Multimedia, Nara, 2012.
Dibeklioglu, H., A.A. Salah, Th. Gevers, "Are You Really Smiling at Me? Spontaneous versus Posed Enjoyment Smiles," in A. Fitzgibbon et al. (Eds.): ECCV 2012, Part III, LNCS 7574, pp. 526-539, Firenze, 2012.
Akdag Salah, A.A., A.A. Salah, J. Douglass, L. Manovich, "Exploring Originality in User-Generated Content with Network and Image Analysis Tools," Digital Humanities, Hamburg, 2012.

Digital Humanities

Tomlinson, B., J. Ross, P. Andre, E.P.S. Baumer, D.J. Patterson, J. Corneli, M. Mahaux, S. Nobarany, M. Lazzari, P. Penzenstadler, A.W. Torrance, D.J. Callele, G.M. Olson, M.S. Silberman, M. Stander, F.R. Palamedi, A. Salah, E. Morrill, X. Franch, F. Mueller, J. Kaye, R.W. Black, M.L. Cohn, P.C. Shih, J. Brewer, N. Goyal, P. Nakki, J. Huang, N. Baghaei, and C. Saper. "Massively Distributed Authorship of Academic Papers," ACM Conference on Human Factors in Computing Systems (CHI) Extended Abstracts (alt.chi), 11-20, 2012.
Demiroz, B.E., O. Eroglu, I. Ari, A.A. Salah, L. Akarun, "Feature based tracking on a multi-omnidirectional camera dataset," 5th International Symposium on Communications, Control, and Signal Processing (ISCCSP), Rome, 2012.
Salah, A.A., M. Pantic, A. Vinciarelli, "Recent Developments in Social Signal Processing", IEEE Conf. on Systems, Man, and Cybernetics, Anchorage, 2011.
Salah, A.A., J. Han, E. Pauwels, P. de Zeeuw, "Multimodal monitoring of cultural heritage sites and the FIRESENSE project," IEEE ISABEL, Barcelona, 2011.
Dibeklioglu, H., R. Valenti, A.A. Salah, Th. Gevers, "Eyes Do Not Lie: Spontaneous vs. Posed Smiles", ACM Multimedia, Firenze, 2010.
Yucel, Z., A.A. Salah, c. Mericli, T. Mericli, "Joint Visual Attention Modeling for Naturally Interacting Robotic Agents," 24th International Symposium on Computer and Information Sciences (ISCIS'09), Northern Cyprus, 2009.
Yucel, Z., A.A. Salah, "Resolution of focus of attention using gaze direction estimation and saliency computation," Int. Conference on Affective Computing & Intelligent Interaction, Amsterdam, 2009.
Salah, A.A., B. Schouten, "Semiosis and the relevance of context for the AmI environment", 9th European Conference on Computing and Philosophy (ECAP'09), Barcelona, 2009.
Yucel, Z., A.A. Salah, ""Head pose and neural network based gaze direction estimation for joint attention modeling in embodied agents," 31st Annual Conference of Cognitive Science Society (CogSci'09), Amsterdam, 2009.
Poh, N., C.H. Chan, J. Kittler, S. Marcel, C. Mc Cool, E. Argones Rua, J.L. Alba Castro, M. Villegas, R. Paredes, V. Struc, N. Pavesic, A.A. Salah, H. Fang, N. Costen, "Face Video Competition," The 3rd IAPR/IEEE Int. Conf. on Biometrics (ICB'09), Alghero, 2009.
Ananthakrishnan, G., H. Dibeklioglu, M. Lojka, A. Lopez, S. Perdikis, U. Saeed, A.A. Salah, D. Tzovaras, A. Vogiannou, "Activity-Related Biometric Authentication," Proc. 4th eNTERFACE Workshop, pp.56-72, Orsay, August 2008.
Dibeklioglu, H., A.A. Salah, L. Akarun, "3D Facial Landmarking under Expression, Pose, and Occlusion Variations," IEEE Second International Conference on Biometrics: Theory, Applications and Systems (BTAS'08), Washington, Sept. 29-Oct.1, 2008.
Schouten, B., A.A. Salah, "Empowering the End-user in Biometrics," 10th IEEE Int. Conf. on Control, Automation, Robotics and Vision (ICARCV'08), Hanoi, 17-20 December, 2008.
Alyuz, N., B. Gokberk, H. Dibeklioglu, A. Savran, A.A. Salah, L. Akarun, B. Sankur, "3D Face Recognition Benchmarks on the Bosphorus Database with Focus on Facial Expressions" in Proc. First European Workshop on Biometrics and Identity Management (BIOID'08), Roskilde, 7-9 May, 2008.
Tavenard, R., A.A. Salah, E.J. Pauwels, "Searching for Temporal Patterns in AmI Sensor Data," in M. Muhlhauser, A. Ferscha, E. Aitenbichler (eds.), "Constructing Ambient Intelligence: AmI-07 Workshops Proceedings", LNCS, Darmstadt, Germany, 7-10 November, 2007.
Pauwels, E., A.A. Salah, R. Tavenard, "Sensor Networks for Ambient Intelligence," Workshop on Multimedia Signal Processing (MMSP), Crete, October 2007.
Bicego, M., A.A. Salah, E. Grosso, M. Tistarelli, L. Akarun,"Generalization in Holistic versus Analytic Processing of Faces," 14th Int. Conf. on Image Analysis and Processing, Modena, Italy, 10-14 September, 2007.
Morros, R., A.A. Salah, B. Schouten, C.S. Perales, J.L. Serrano, O. Ambekar, C. Kayalar, C. Keskin, L. Akarun, "Event recognition for meaningful human-computer interaction in a smart environment," Proc. 3rd eNTERFACE Workshop, pp. 71-86, Istanbul, August 2007.
Salah, A.A., N. Alyuz, L. Akarun, "Alternative face models for 3D face registration," in SPIE Conf. on Electronic Imaging, Vision Geometry, San Jose, January 2007.
Salah, A.A., M. Bicego, L. Akarun, E. Grosso, M. Tistarelli, "Hidden Markov Model-based face recognition using selective attention," in SPIE Conf. on Human Vision and Electronic Imaging, San Jose, January 2007.
Salah, A.A., L. Akarun, "3D Facial Feature Localization for Registration," International Workshop on Multimedia Content Representation, Classification and Security (MRCS), September 2006.
Salah, A.A., B. Gokberk, L. Akarun, J.R. Tena, M. Hamouz, J. Kittler, M. Bicego, E. Grosso, M. Tistarelli, "3D face verification using shape and texture/3D face registration and landmark localization," Biosecure Workshop, Vigo, September 2006.
Salah, A.A., L. Akarun, "Factor Analysis Based Robust 3D Facial Landmarking", 3. Summer School for Advanced Studies on Biometrics for Secure Authentication: New Sensors, Evaluation and Database Collection, Alghero, June 2006.
Cinar Akakin, H., A.A. Salah, L. Akarun, B. Sankur, "2D/3D facial feature extraction", in Proc. SPIE Conf. on Electronic Imaging, San Jose, 2006.
Akarun, L., B. Gokberk, A.A. Salah, "3D Face Recognition for Biometric Applications", in Proc. European Signal Processing Conference, Antalya, 2005.
Gokberk, B., A.A. Salah, L. Akarun, "Rank-based Decision Fusion for 3D Shape-based Face Recognition," in Takeo Kanade, Anil Jain, Nalini K. Ratha (eds.) Lecture Notes in Computer Science, Volume 3546/2005 Audio- and Video-Based Biometric Person Authentication: 5th International Conference, AVBPA 2005.
Salah, A.A., E. Alpaydin, "Incremental Mixtures of Factor Analyzers," in Proc. International Conference on Pattern Recognition (ICPR04), vol.1, pp.276-279, Cambridge, 2004.
Salah, A.A., S. Redman, G. Kovacs, "Clustering under Multiobjective Optimization Constraints with Genetic Algorithms" in Proc. of the Santa Fe Complex Systems Summer School, Santa Fe, NM: SFI, 2002.
Labiouse, C., A.A. Salah, I. Starikova, "The Impact of Connectivity on the Memory Capacity and the Retrieval Dynamics of Hopfield-type Networks" in Proc. of the Santa Fe Complex Systems Summer School, Santa Fe, NM: SFI, pp.77-84, 2002.
Banerjee, N., Z. Dezso, V. Kolyadin, A. Marhan, A.A. Salah, "Lunch Network: A Glimpse of Social Dynamics of SFI Students" in Proc. of the Santa Fe Complex Systems Summer School, Santa Fe, NM: SFI, 2002.
Salah, A.A., E. Alpaydin, L. Akarun, "A Selective Attention Based Method for Visual Pattern Recognition," in Moore, J.D., and Stenning, K. (eds.) Proc. 23rd Annual Conference of Cognitive Science Society, pp. 881-886, Edinburgh, August 2001.
Salah, A.A., E. Alpaydin, L. Akarun, "A Selective Attention Based Optical Recognition of Handwritten Digits," Proceedings of the First IEEE Balkan Conference on Signal Processing, Communications, Circuits and Systems, 2000.

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.
Aydogdu, B., A.W. Ahmad Yar, T. Bircan, A.A. Salah, "OPAL system setting and query development ," Work package 6, Deliverable 6.2. HumMingBird project 870661 – H2020.
Aydogdu, B., Salah, A.A., Ones, O., Gurbuz, B.,"Description of the mobile CDR database. Open research data pilot," Work package 6, Deliverable 6.1. HumMingBird project 870661 – H2020.
Broomé, S., M. Feighelstein, A. Zamansky, G.C. Lencioni, P.H. Andersen, F. Pessanha, M. Mahmoud, H. Kjellström, A.A. Salah, "Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States," ArXiv preprint arXiv:2206.08405, 2022.
Aydogdu, B., B. Aktel, A.A. Salah, T. Bircan, "Temporal and spatial analysis of indicators on segregation of Syrian refugees in Turkey with mobile phone data," (in Turkish) IEEE 30th Signal Processing and Communications Applications Conference (SIU), Safranbolu, 2022.
Aleksic, S. et al., State of the art of audio- and video-based solutions for AAL, Whitepaper of COST Action GoodBrother – Network on Privacy-Aware Audio- and Video-Based Applications for Active and Assisted Living, 2022.
Ake-Kob et al., "State of the art on ethical, legal, and social issues linked to audio- and video-based AAL solutions," Whitepaper of COST Action GoodBrother – Network on Privacy-Aware Audio- and Video-Based Applications for Active and Assisted Living, 2021.
Salah, A.A., "Designing Computational Tools for Behavioral and Clinical Science, EICS'21 Companion, June 8–11, 2021, Virtual Event, Netherlands.
Oliver, N., E. Letouzé, H. Sterly, S. Delataille, M. De Nadai, B. Lepri, R. Lambiotte, R. Benjamins, C. Cattuto, V. Colizza, N. de Cordes, S. P. Fraiberger, T. Koebe, S. Lehmann, J. Murillo, A. Pentland, P. N. Pham, F. Pivetta, A.A. Salah, J. Saramäki, S. V. Scarpino, M. Tizzoni, S. Verhulst, P. Vinck, "Mobile phone data and COVID-19: Missing an opportunity?," ArXiv preprint arXiv:2003.12347, 2020.
Baki, P., H. Kaya, E. Ciftci, H. Gulec, A.A. Salah, " Speech Analysis for Automatic Mania Assessment in Bipolar Disorder," (in Turkish) IEEE 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, 2020.
Escalante, H. J., Kaya, H., Salah, A. A., Escalera, S., Gucluturk, Y., Guclu, U., Baro, X., Guyon, I., Junior, J.J., Madadi, M. & Ayache, S. Explaining first impressions: modeling, recognizing, and explaining apparent personality from videos. arXiv preprint arXiv:1802.00745, 2018.
Karslioglu, N., H. Kaya, A.A. Salah, "Movie Emotion Estimation with Multimodal Fusion and Synthetic Data Generation," IEEE 27th Signal Processing and Communications Applications Conference (SIU), Sivas, 2019.
Salah, A.A., A. Pentland, B. Lepri, E. Letouze, P. Vinck, Y.-A. de Montjoye, X. Dong, O. Dagdelen, "Data for Refugees: The D4R Challenge on Mobility of Syrian Refugees in Turkey, arXiv:1807.00523v3 [cs.CY], 2018.
Doyran, M., Y. Yildirim, A.A. Salah, "Action Recognition with Deep Neural Networks," IEEE SIU, Antalya, 2017.
Karpov A.A., Kaya H., Salah A.A., "State-of-the-art tasks and achievements of paralinguistic speech analysis systems," (in Russian) Scientific and Technical Journal of Information Technologies, Mechanics and Optics, vol. 16, no. 4, pp. 581-592, 2016.
Kocberber Kontaci, c., O. Cetinturk, G.G. Polat, K.C. Ozkisacik, A.A. Salah, "A simulator for generating realistic simulations of telecom customer behaviors," IEEE 24th Signal Processing and Communications Applications Conference (SIU), Zonguldak, 2016.
Kadron, I.B., Sofuoglu, c., A.A. Salah, "Automatic Tracking of Rat Behaviour Using RGB-D Camera," Akademik Bilisim, Eskisehir, 2015.
Kaya, H., A.A. Salah, S.F. Gurgen, H. Ekenel, "Protocol and Baseline for Experiments on Bogazici University Turkish Emotional Speech Corpus," IEEE SIU, Trabzon, 2014.
Dibeklioglu, H., A.A. Salah, T. Gevers, "Kinship Verification using Facial Dynamics," IEEE SIU, Trabzon, 2014.
Demiroz, B.E., A.A. Salah, L. Akarun, "Multiple Person Tracking Using Omnidirectional Cameras,"IEEE SIU, Trabzon, 2014.
Gorer, B., A.A. Salah, L. Akin, "Gesture imitation for a robotic fitness coach," IEEE SIU, Girne, 2013.
Dibeklioglu, H., A.A. Salah, T. Gevers, "Age Estimation Using Facial Expression Dynamics," IEEE SIU, Girne, 2013.
Demiroz, B.E., A.A. Salah, L. Akarun, "Fall Detection Using Multi-Omnidirectional Cameras," IEEE SIU, Girne, 2013.
Dibeklioglu, H., A.A. Salah, T. Gevers, "User Adaptation Based on Facial Expression and Motion for an Interactive Artifact," IEEE SIU 2012, Fethiye, 2012.
Demiroz, B.E., A.A. Salah, L. Akarun, "Multi-Omnidirectional Cameras for Ambient Intelligence," IEEE SIU 2012, Fethiye, 2012.
Dibeklioglu, H., R. Valenti, A.A. Salah, Th. Gevers, "Classification of Spontaneous and Posed Smiles," IEEE SIU 2011, Antalya, 2011.
Dibeklioglu, H., A.A. Salah, T. Gevers, "Automatic Landmarking and Alignment for Facial Expression Analysis," IEEE SIU 2010, Diyarbakir, 2010.
Yucel, Z., A.A. Salah, c. Mericli, T. Mericli, "Derivation of Gaze Direction from Head Pose Estimates," IEEE SIU 2010, Diyarbakir, 2010.
Alyuz, N., A.A. Salah, L. Akarun, "3D Face Registration: Using Multiple Average Models," Lambert Academic Publishing, 2009.
Dibeklioglu, H., A.A. Salah, L. Akarun, "Expression, Pose and Occlusion Resistant 3D Facial Landmarking," IEEE SIU 2009, Antalya, 2009. (Alper Atalay 2nd best student paper award)
Salah, A.A., "Face Authentication for an Activity-Related Biometrics System," IEEE SIU 2009 Antalya, 2009.
Pauwels, E., A.A. Salah, P. de Zeeuw, "Tackling the Semantic Gap in Sensor Networks, "ERCIM News, Number 76, January 2009.
Salah, A.A., "A Needle in the Brain," ERCIM News, Number 73, April 2008.
Salah, A.A., E.J. Pauwels, "Prediction and Voronoi graph construction with a dense network of simple sensors", IEEE SIU 2008, 20-22 April 2008, Didim, Turkey.
Salah, A.A., A.P. Saygin, "Retinotopy and Selective Visual Attention in Humans and Computers", IEEE SIU 2008, 20-22 April 2008, Didim, Turkey.
Salah, A.A., "Algisal Tumlestirme", Dorduncu Bilgi Isleyen Makina Olarak Beyin Sempozyumu, 4-5 Nisan 2008, Istanbul, Turkey.
Salah, A.A., Biologically Motivated 3D Face Recognition, unpublished PhD Thesis, Boğaziçi University, Dept. of Computer Engineering, 2007.
Salah, A.A., "Perceptual Information Fusion in Humans and Machines," Cognitive Neuroscience Forum, vol.2, 2007.
Alyuz, N., Salah, A.A., L. Akarun, "Alternative average face models for 3D face registration," IEEE SIU 2007, 11-13 June, Eskisehir, Turkey.
Salah, A.A., "Insan ve Bilgisayarda Yuz Tanima," Uluslararasi Kognitif Norobilim Sempozyumu, Mayis 2006, Marmaris, Turkey.
Salah, A.A., L. Akarun, "Gabor Factor Analysis for 2D+3D Facial Landmark Localization," IEEE SIU 2006, 17-19 Nisan 2006, Antalya, Turkey.
Salah, A.A., B. Gokberk, L. Akarun, "3D Face Recognition", Proceedings of the Fifth GAP Engineering Congress, 26-28 April 2006, Sanliurfa, Turkey.
Salah, A.A., "Insan ve Bilgisayarda Yuz Tanima", Ucuncu Bilgi Isleyen Makina Olarak Beyin Sempozyumu, 24 Aralik 2005, Istanbul, Turkey.
Gokberk, B., A.A. Salah, L. Akarun, "Uc Boyutlu Sekil Bilgisiyle Yuz Tanimada Siralamaya Dayali Karar Birlestirimi", IEEE SIU 2005.
Salah, A.A., E. Alpaydin, "Incremental Mixtures of Factor Analyzers," Technical Report, FBE/CMPE-01/2004-7, Department of Computer Engineering, Bogazici University, 2004. (This is the longer version of the ICPR'04 paper).
Salah, A.A., E. Alpaydin, L. Akarun, "Selective Attention Based Pattern Recognition," Technical Report, FBE/CMPE-03/2001-12, Department of Computer Enginnering, Bogazici University, 2001.
Salah, A.A., A Selective Attention Based Method for Optical Handwritten Digit Recognition, unpublished MS Thesis, Boğaziçi University, Dept. of Computer Engineering, 2000.
Salah, A.A., Collective Intelligence, Panel Discussion at the 7th International Istanbul Biennial, September 23, 2001 with Peter Gardenfors, Kazuhiko Hachiya, and Rafael Lozano-Hemmer.
Akin, L., A.A. Salah, Bogazici Universitesi'ndeki Robot Arastirmalari - Gelecege Giden Yol, Teknoturk.
Salah, A.A., E. Alpaydin, L. Akarun, "A Selective Attention Based Recognition Framework with Application to Handwritten Numerals," Proceedings of the Ninth Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN), 2000.
Salah, A.A., "An Evolutionary Algorithm Tool in Smalltalk," unpublished BS Thesis, Boğaziçi University, Dept. of Computer Engineering, 1998.