Lu, H., Salah, A. A., & Poppe, R. (2025). Compensation Sampling for Improved Convergence in Diffusion Models. In A. Leonardis, E. Ricci, S. Roth, O. Russakovsky, T. Sattler, & G. Varol (Eds.), Computer Vision – ECCV 2024 - 18th European Conference, Proceedings (pp. 183-201). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 15119 LNCS). Springer. [DOI] [Portal]

Ruhof, J. J., Salah, A., & van Loon, T. (2024). Automatic pain estimation in equine faces: More effective uses for regions of interest. In 12th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) (pp. 47-54). IEEE. [DOI] [Portal]

Bircan, T., & Salah, A. (2024). Emerging big data sources for studying migration. In Handbook of Research Methods in Migration, Second Edition (pp. 83-103). Edward Elgar Publishing. [DOI]

Doyran, M., Salah, A., & Poppe, R. (2024). Human Contact Annotator: Annotating Physical Contact in Dyadic Interactions. In ICMI Companion '24: Companion Proceedings of the 26th International Conference on Multimodal Interaction (pp. 97-99). Association for Computing Machinery. [DOI] [Portal]

Doyran, M., Salah, A., & Poppe, R. (2024). Decoding Contact: Automatic Estimation of Contact Signatures in Parent-Infant Free Play Interactions. In ICMI '24: Proceedings of the 26th International Conference on Multimodal Interaction (pp. 38-46). Association for Computing Machinery. [DOI]

Karaca, B., Salah, A., Denissen, J., Poppe, R., & de Zwarte, S. (2024). Survey of Automated Methods for Nonverbal Behavior Analysis in Parent-Child Interactions. In Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition (FG) (pp. 1-11). IEEE. [DOI] [Portal]

Sogancioglu, G., Kaya, H., & Salah, A. A. (2023). The effects of gender bias in word embeddings on patient phenotyping in the mental health domain. In 2023 11th International Conference on Affective Computing and Intelligent Interaction (ACII) (pp. 1-8). Article 10388203 IEEE. [DOI] [Repository]

Aydogdu, B., Balcik, Ç., Güneş, S., Momeni, R., & Salah, A. A. (2023). Istanbul'daki göçmenlerin uydu görüntüleri ve cep telefonu verisi kullanilarak ayrintili haritalandirilmasi. In 2023 31st Signal Processing and Communications Applications Conference (SIU) (pp. 1-4). IEEE. [DOI] [Repository]

Li, P., Lu, H., Poppe, R. W., & Salah, A. A. (2023). Automated Detection of Joint Attention and Mutual Gaze in Free Play Parent-Child Interactions. In E. André, & M. Chetouani (Eds.), ICMI 2023 Companion - Companion Publication of the 25th International Conference on Multimodal Interaction: Companion Publication of the 25th International Conference on Multimodal Interaction (pp. 374–382). (ACM International Conference Proceeding Series). Association for Computing Machinery. [DOI] [Repository]

Doyran, M., Poppe, R., & Salah, A. A. (2023). Embracing Contact: Detecting Parent-Infant Interactions. In E. André, & M. Chetouani (Eds.), ICMI '23: Proceedings of the 25th International Conference on Multimodal Interaction (pp. 198-206). (ACM International Conference Proceeding Series). Association for Computing Machinery. [DOI] [Repository]

Ning, M., Önal Ertuğrul, I., Messinger, D. S., Cohn, J. F., & Salah, A. (2023). Automated Emotional Valence Estimation in Infants with Stochastic and Strided Temporal Sampling. In Proceedings of the International Conference on Affective Computing and Intelligent Interaction

Lu, H., Poppe, R., & Salah, A. (2023). LA-layer: General local attention layer for full attention networks. In Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023 (pp. 2057-2062). (Proceedings - IEEE International Conference on Multimedia and Expo; Vol. 2023-July). [DOI] [Repository]

Lu, H., Poppe, R., & Salah, A. (2023). SCFormer: Integrating hybrid Features in Vision Transformers. In Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023 (pp. 1883-1888). (Proceedings - IEEE International Conference on Multimedia and Expo; Vol. 2023-July). IEEE. [DOI] [Repository]

Bircan, T., Salah, A., & Sirbu, A. (2023). How Can Big Data Analytics Help Understand Migrant Integration? In Harnessing Data Innovation for Migration Policy: A Handbook for Practitioners IOM PUBLICATIONS.

Zhao, S., Akdağ Salah, A. A., & Salah, A. (2023). Automatic Analysis of Human Body Representations in Western Art. In L. Karlinsky, T. Michaeli, & K. Nishino (Eds.), Computer Vision – ECCV 2022 Workshops: Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part I (1 ed., pp. 282–297). (Lecture Notes in Computer Science ; Vol. 13801 ). Springer. [DOI] [Repository]

Pessanha, F., Kaya, H., Salah, A. A. A., & Salah, A. A. (2022). Towards using Breathing Features for Multimodal Estimation of Depression Severity. In ICMI '22: Proceedings of the 2022 International Conference on Multimodal Interaction (pp. 128-138). Association for Computing Machinery. [DOI] [Repository]

Alberts, M., De Ridder, E. A. M., Lodewijks, J. A. J., Pinos Cisneros, T. V., Schoorl, K., Salah, A. A., & Schouten, B. A. M. (2022). Designing a Smartphone Exergame for Children with Cerebral Palsy in the Home Environment. In CHI PLAY 2022 - Extended Abstracts of the 2022 Annual Symposium on Computer-Human Interaction in Play (pp. 183-188). (CHI PLAY 2022 - Extended Abstracts of the 2022 Annual Symposium on Computer-Human Interaction in Play). Association for Computing Machinery. [DOI] [Repository]

Aydogdu, B., & Salah, A. (2022). Machine Learning for Urban Computing. In Machine Learning, Artificial Intelligence and Urban Assemblages: Applications in architecture and urban design (pp. 249-262) [DOI]

Salah, A., Bircan, T., & Korkmaz, E. E. (2022). New data sources and computational approaches on migration and human mobility. In Data Science for Migration and Mobility (pp. 3-23) [DOI]

Salah, A., Canca, C., & Erman, B. (2022). Ethical and Legal Concerns on Data Science for Large Scale Human Mobility. In Data Science for Migration and Mobility (pp. 24-48) [DOI] [Portal]

Salah, A. A. (2021). Mobile data challenges for human mobility analysis and humanitarian response. In Research Handbook on International Migration and Digital Technology (pp. 107-122). Edward Elgar Publishing.

Olalere, F., Brouwers, V., Doyran, M., Poppe, R., & Salah, A. (2021). Video-based sports activity recognition for children. In 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) (pp. 1563-1570). IEEE. https://ieeexplore.ieee.org/document/9689651 [Repository]

Sogancioglu, G., Kaya, H., & Salah, A. A. (2021). Can mood primitives predict apparent personality? In 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII) (pp. 1-8). Article 9597444 IEEE. [DOI] [Portal]

Salah, A. A. (2021). Designing Computational Tools for Behavioral and Clinical Science. In EICS '21: Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems (pp. 1-4). Association for Computing Machinery. [DOI] [Repository]

Olalere, F., Doyran, M., Poppe, R., & Salah, A. A. (2021). Geeks and guests: Estimating player's level of experience from board game behaviors. In IEEE Winter Applications and Computer Vision Workshops (WACVW) (pp. 22-30). Article 9407820 IEEE. [DOI] [Repository]

Guelen, J. A. P., Salah, A. A., Boom, B. J., & Vijverberg, J. A. (2020). Weakly Supervised Semantic Roadside Object Segmentation Using Digital Maps. In 2020 Joint 9th International Conference on Informatics, Electronics & Vision (ICIEV) and 2020 4th International Conference on Imaging, Vision & Pattern Recognition (icIVPR) (pp. 1-8). IEEE. [DOI] [Portal]

Baki, P., Kaya, H., Ciftci, E., Gulec, H., & Salah, AA. (2020). Speech Analysis for Automatic Mania Assessment in Bipolar Disorder. In IEEE 28th Signal Processing and Communications Applications Conference (SIU) IEEE.

Hummel, H. I., Pessanha, F., Salah, A. A., van Loon, T. JPAM., & Veltkamp, R. C. (2020). Automatic Pain Detection on Horse and Donkey Faces. In 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020)(FG) (Vol. 1, pp. 793-800) [DOI] [Repository]

Molenaar, S., Schiphorst, L., Doyran, M., Salah, A. A., Dalpiaz, F., & Brinkkemper, S. (2020). Reference method for the development of domain action recognition classifiers: The case of medical consultations. In S. Nurcan, I. Reinhartz-Berger, P. Soffer, & J. Zdravkovic (Eds.), Enterprise, Business-Process and Information Systems Modeling: 21st International Conference, BPMDS 2020, 25th International Conference, EMMSAD 2020, Held at CAiSE 2020, Grenoble, France, June 8–9, 2020, Proceedings (pp. 375-391). (Lecture Notes in Business Information Processing; Vol. 387 ). Springer. [DOI] [Repository]

Schimmel, A., Doyran, M., Akdag, A. A., Bakkes, S. C. J., Kaya, H., Poppe, R. W., & Salah, A. A. (2019). Multi-person board game affect analysis dataset: MP-BGAAD. In H. Dibeklioğlu, & E. Sürer (Eds.), Proceedings eNTERFACE’19 : 15th International Summer Workshop on Multimodal Interfaces Computer Engineering Department Bilkent University. [Repository]

Salah, A. A. (2019). Using mobile phone data for the analysis of refugee movements: The Data for Refugees Challenge for Syrian Refugees in Turkey. In Proceedings of the seventh edition of The Migration Conference, Bari, Italy from 18 to 20 June 2019

Zeylan, E., Salah, A. A., Dibeklioglu, H., Tüfekçioğlu, Z., Bilgiç, B., & Emre, M. (2019). Do Alzheimer's Patients Appear Younger than Their Age? A Study with Automatic Facial Age Estimation. In 2019 Ninth International Conference on Image Processing Theory, Tools and Applications (IPTA) (pp. 1-6). (Proc. IPTA). IEEE. [DOI] [Portal]

Salah, A. A., & et al. (2019). Policy implications of the D4R Challenge. In Guide to Mobile Data Analytics in Refugee Scenarios: The 'Data for Refugees Challenge' Study (pp. 477-495). Springer. [DOI] [Repository]

Vinck, P., Pham, P., & Salah, A. A. (2019). 'Do no harm' in the age of Big Data: Data, ethics, and the refugees. In A. A. Salah , A. Pentland, B. Lepri, & E. Letouzé (Eds.), Guide to Mobile Data Analytics in Refugee Scenarios: The 'Data for Refugees Challenge' Study (1 ed., pp. 87-99). Springer. [DOI] [Repository]

Salah, A. A., Pentland, A., Lepri, B., Letouzé, E., de Montjoye, Y.-A., Dong, X., & Vinck, P. (2019). Introduction to the Data for Refugees Challenge on Mobility of Syrian Refugees in Turkey. In Guide to mobile data analytics in refugee scenarios: the 'Data for Refugees Challenge' study (pp. 3-27). Springer. [DOI] [Repository]

Salah, A. A., Kaya, H., & Gürpınar, F. (2019). Video-based emotion recognition in the wild. In X. Alameda-Pineda, E. Ricci, & N. Sebe (Eds.), Multimodal behavior analysis in the wild: advances and challenges (pp. 369-386). (Computer vision and pattern recognition series). Academic Press. [DOI]

Karslioglu, N., Kaya, H., & Salah, A. A. (2019). Filmlerde Otomatik Duygu Analizi için Sentetik Veri Üretimi ve Çokkipli Birleştirme. In 27th Signal Processing and Communications Applications Conference, SIU 2019 Article 8806449 IEEE. [DOI] [Portal]

Derman, E., & Salah, A. A. (2018). Continuous real-time vehicle driver authentication using convolutional neural network based face recognition. In Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018 (pp. 577-584). IEEE. [DOI]

Timar, Y., Karslioglu, N., Kaya, H., & Salah, A. A. (2018). Feature selection and multimodal fusion for estimating emotions evoked by movie clips. In ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval (pp. 405-412). Association for Computing Machinery. [DOI]

Ciftci, E., Kaya, H., Gulec, H., & Salah, A. A. (2018). The Turkish Audio-Visual Bipolar Disorder Corpus. In 2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018 Article 8470362 IEEE. [DOI]

Ringeval, F., Cowie, R., Amiriparian, S., Michaud, A., Schuller, B., Kaya, H., Cummins, N., Çiftçi, E., Valstar, M., Schmitt, M., Lalanne, D., Güleç, H., Salah, A. A., & Pantic, M. (2018). AVEC 2018 Workshop and Challenge: Bipolar disorder and cross-cultural affect recognition. In AVEC 2018 - Proceedings of the 2018 Audio/Visual Emotion Challenge and Workshop, co-located with MM 2018 (pp. 3-13). Association for Computing Machinery. [DOI]

Doyran, M., Yildirim, Y., & Salah, A. A. (2017). Derin Yapay Sinir Aǧlari ile Eylem Tanima. In 2017 25th Signal Processing and Communications Applications Conference, SIU 2017 Article 7960731 IEEE. [DOI]

Kaya, H., Gurpinar, F., & Salah, A. A. (2017). Multi-modal Score Fusion and Decision Trees for Explainable Automatic Job Candidate Screening from Video CVs. In Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017 (Vol. 2017-July, pp. 1651-1659). Article 8014944 IEEE. [DOI]

Chetouani, M., Cohn, J., & Salah, A. A. (2016). Seventh International Workshop on Human Behavior Understanding (HBU 2016). In MM 2016 - Proceedings of the 2016 ACM Multimedia Conference (pp. 1494-1495). Association for Computing Machinery. [DOI]

Hartmann, K., Siegert, I., Salah, A. A., & Truong, K. P. (2016). ERM4CT 2016: 2nd international workshop on emotion representations and modelling for companion systems (workshop summary). In C. Pelachaud, Y. I. Nakano, T. Nishida, C. Busso, L.-P. Morency, & E. Andre (Eds.), ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction (pp. 593-595). Association for Computing Machinery. [DOI]

Kontaci, Ç. K., Çetintürk, O., Polat, G. G., Özkisacik, K. C., & Salah, A. A. (2016). Telekomünikasyon müşterilerinin davraniş analizi için gerçekçi veri üreten bir simülatör. In 2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings (pp. 537-540). IEEE. [DOI]

Halfon, S., Aydın Oktay, E., & Salah, A. A. (2016). Assessing affective dimensions of play in psychodynamic child psychotherapy via text analysis. In M. Chetouani, A. A. Salah, & J. Cohn (Eds.), Human Behavior Understanding - 7th International Workshop, HBU 2016, Proceedings (pp. 15-34). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9997 LNCS). Springer. [DOI]

Afshar, S., & Salah, A. A. (2016). Facial Expression Recognition in the Wild Using Improved Dense Trajectories and Fisher Vector Encoding. In Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2016 (pp. 1517-1525). Article 7789679 IEEE. [DOI]

Kayim, G., Derman, E., & Salah, A. A. (2016). Short term re-identification of Automatic Teller Machine (ATM) users via face and body appearance features. In Proceedings - 2016 4th International Workshop on Biometrics and Forensics, IWBF 2016 Article 7449682 IEEE. [DOI]

Kuzu, R. S., Balci, K., & Salah, A. A. (2016). Authorship recognition in a multiparty chat scenario. In Proceedings - 2016 4th International Workshop on Biometrics and Forensics, IWBF 2016 Article 7449681 IEEE. [DOI]

Isikdogan, F., Adıyaman, I., Salah, A. A. A., & Salah, A. A. (2016). A new database and protocol for image reuse detection. In G. Hua, & H. Jégou (Eds.), Computer Vision - ECCV 2016 Workshops, Proceedings (pp. 903-916). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9913 LNCS). Springer. [DOI]

Kaya, H., Karpov, A. A., & Salah, A. A. (2016). Robust acoustic emotion recognition based on cascaded normalization and extreme learning machines. In L. Cheng, Q. Liu, & A. Ronzhin (Eds.), Advances in Neural Networks - 13th International Symposium on Neural Networks, ISNN 2016, Proceedings (pp. 115-123). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9719). Springer. [DOI]

Gürpınar, F., Kaya, H., & Salah, A. A. (2016). Combining deep facial and ambient features for first impression estimation. In G. Hua, & H. Jegou (Eds.), Computer Vision – ECCV 2016 Workshops, Proceedings (pp. 372-385). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9915 LNCS). Springer. [DOI]

Gurpinar, F., Kaya, H., Dibeklioglu, H., & Salah, A. A. (2016). Kernel ELM and CNN Based Facial Age Estimation. In Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2016 (pp. 785-791). Article 7789593 IEEE. [DOI]

Gürpinar, F., Kaya, H., & Salah, A. A. (2016). Multimodal fusion of audio, scene, and face features for first impression estimation. In 2016 23rd International Conference on Pattern Recognition, ICPR 2016 (Vol. 0, pp. 43-48). Article 7899605 IEEE. [DOI]

Hartmann, K., Siegert, I., Schuller, B., Morency, L. P., Salah, A. A., & Böck, R. (2015). ERM4CT 2015 - Workshop on emotion representations and modelling for companion systems. In ERM4CT 2015 - Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies, co-located with ICMI 2015 (pp. 1-2). Association for Computing Machinery. [DOI]

Oktay, E. A., Balci, K., & Salah, A. A. (2015). Automatic assessment of dimensional affective content in Turkish multi-party chat messages. In ERM4CT 2015 - Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies, co-located with ICMI 2015 (pp. 19-24). Association for Computing Machinery. [DOI]

Sartori, A., Şenyazar, B., Akdag, A., Salah, A. A., & Sebe, N. (2015). Emotions in abstract art: Does texture matter? In V. Murino, E. Puppo, & V. Murino (Eds.), Image Analysis and Processing – ICIAP 2015 - 18th International Conference, Proceedings (pp. 671-682). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9279). Springer. [DOI]

Sartori, A., Yan, Y., Özbal, G., Salah, A. A. A., Salah, A. A., & Sebe, N. (2015). Looking at mondrian's victory boogie-woogie: What do i feel? In M. Wooldridge, & Q. Yang (Eds.), IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence (Vol. 2015-January, pp. 2503-2509). International Joint Conferences on Artificial Intelligence.

Dibeklioğlu, H., Salah, A. A., & Gürpınar, F. (2015). Measurement of facial dynamics for soft biometrics. In G. Hua, Q. Ji, T. B. Moeslund, & K. Nasrollahi (Eds.), Face and Facial Expression Recognition from Real World Videos - International Workshop, Revised Selected Papers (pp. 69-84). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8912). Springer. [DOI]

Salah, A. A., Kröse, B. J. A., & Cook, D. J. (2015). Behavior analysis for elderly. In D. J. Cook, A. A. Salah, & B. J. A. Kröse (Eds.), Human Behavior Understanding - 6th International Workshop, HBU 2015, Proceedings (pp. 1-10). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9277). Springer. [DOI]

Lyakso, E., Frolova, O., Dmitrieva, E., Grigorev, A., Kaya, H., Salah, A. A., & Karpov, A. (2015). EmoChildRu: Emotional child Russian speech corpus. In A. Ronzhin, R. Potapova, & N. Fakotakis (Eds.), Speech and Computer - 17th International Conference, SPECOM 2015, Proceedings (pp. 144-152). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9319). Springer. [DOI]

Kaya, H., Karpov, A. A., & Salah, A. A. (2015). Fisher vectors with cascaded normalization for paralinguistic analysis. In INTERSPEECH-2015 (Vol. 2015-January, pp. 909-913). (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

Kaya, H., Gürpinar, F., Afshar, S., & Salah, A. A. (2015). Contrasting and combining least squares based learners for emotion recognition in the wild. In ICMI 2015 - Proceedings of the 2015 ACM International Conference on Multimodal Interaction (pp. 459-466). Association for Computing Machinery. [DOI]

Dibeklioǧlu, H., Salah, A. A., & Gevers, T. (2014). Yüz dinamikleri ile akrabalik doǧrulamasi. In 2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings (pp. 1906-1909). Article 6830627 (2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings). IEEE. [DOI]

Salah, A. A. (2014). Natural multimodal interaction with a social robot: What are the premises? In RFMIR 2014 - Proceedings of the 2014 ACM Roadmapping the Future of Multimodal Interaction Research Including Business Opportunities and Challenges, Co-located with ICMI 2014 [DOI]

Koçberber, Ç., & Salah, A. A. (2014). Video retargeting: Video saliency and optical flow based hybrid approach. In Intelligent Cinematography and Editing - Papers Presented at the 28th AAAI Conference on Artificial Intelligence, Technical Report (Vol. WS-14-06, pp. 28-34). AI Access Foundation.

Guneysu, A., Siyli, R. D., & Salah, A. A. (2014). Auto-evaluation of motion imitation in a child-robot imitation game for upper arm rehabilitation. In S. Sabanovic, R. Loureiro, Y. Nagai, A. Alissandrakis, A. Tapus, & F. Tanaka (Eds.), IEEE RO-MAN 2014 - 23rd IEEE International Symposium on Robot and Human Interactive Communication: Human-Robot Co-Existence: Adaptive Interfaces and Systems for Daily Life, Therapy, Assistance and Socially Engaging Interactions (pp. 199-204). Article 6926253 IEEE. [DOI]

Kaya, H., & Salah, A. A. (2014). Combining modality-specific extreme learning machines for emotion recognition in the wild. In ICMI 2014 - Proceedings of the 2014 International Conference on Multimodal Interaction (pp. 487-493). Association for Computing Machinery. [DOI]

Park, H. S., Salah, A. A., Lee, Y. J., Morency, L. P., Sheikh, Y., & Cucchiara, R. (2014). Human Behavior Understanding: 5th International Workshop, HBU 2014 Zurich, Switzerland, September 12, 2014 Proceedings. In H. S. Park, A. A. Salah, R. Cucchiara, Y. Sheikh, L.-P. Morency, & Y. J. Lee (Eds.), Human Behavior Understanding - 5th International Workshop, HBU 2014, Proceedings (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8749 LNCS). Springer. [DOI]

Kaya, H., & Salah, A. A. (2014). Eyes whisper depression: A CCA based multimodal approach. In MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia (pp. 961-964). Association for Computing Machinery. [DOI]

Kaya, H., & Salah, A. A. (2014). Continuous mapping of personality traits: A novel challenge and failure conditions. In MAPTRAITS 2014 - Proceedings of the 1st ACM Audio/Video Mapping Personality Traits Challenge and Workshop, Co-located with ICMI 2014 (pp. 17-24). Association for Computing Machinery. [DOI]

Kaya, H., Eyben, F., Salah, A. A., & Schuller, B. (2014). CCA based feature selection with application to continuous depression recognition from acoustic speech features. In 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014 (pp. 3729-3733). Article 6854298 IEEE. [DOI]

Kaya, H., Özkaptan, T., Salah, A. A., & Gürgen, S. F. (2014). Canonical correlation analysis and local fisher discriminant analysis based multi-view acoustic feature reduction for physical load prediction. In INTERSPEECH-2014 (pp. 442-446). (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

Kaya, H., Çilli, F., & Salah, A. A. (2014). Ensemble CCA for continuous emotion prediction. In AVEC 2014 - Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, Workshop of MM 2014 (pp. 19-26). Association for Computing Machinery. [DOI]

Dibeklioglu, H., Salah, A. A., & Gevers, T. (2013). Like father, like son: Facial expression dynamics for kinship verification. In Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013 (pp. 1497-1504). Article 6751296 (Proceedings of the IEEE International Conference on Computer Vision). IEEE. [DOI]

Derman, E., Gecici, Y. K., & Salah, A. A. (2013). Short term face recognition for Automatic Teller Machine (ATM) users. In 2013 International Conference on Electronics, Computer and Computation, ICECCO 2013 (pp. 111-114). Article 6718241 (2013 International Conference on Electronics, Computer and Computation, ICECCO 2013). IEEE. [DOI]

Görer, B., Salah, A. A., & Akin, H. L. (2013). A robotic fitness coach for the elderly. In Ambient Intelligence - 4th International Joint Conference, AmI 2013, Proceedings (pp. 124-139). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8309 LNCS). Springer. [DOI]

Salah, A. A., Hung, H., Aran, O., & Gunes, H. (2013). Creative applications of human behavior understanding. In Human Behavior Understanding - 4th International Workshop, HBU 2013, Proceedings (pp. 1-14). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8212 LNCS). [DOI]

Görer, B., Salah, A. A., & Akin, H. L. (2013). Egzersiz eǧitmeni robotu için hareket takliti. In 2013 21st Signal Processing and Communications Applications Conference, SIU 2013 Article 6531553 [DOI]

Dibekliǒglu, H., Salah, A. A., & Gevers, T. (2013). Yüz ifadesi dinamiklerine dayali yaş kestirimi. In 2013 21st Signal Processing and Communications Applications Conference, SIU 2013 Article 6531538 [DOI]

Tomlinson, B., Ross, J., Andre, P., Baumer, E. P. S., Patterson, D. J., Corneli, J., Mahaux, M., Nobarany, S., Lazzari, M., Penzenstadler, B., Torrance, A. W., Callele, D. J., Olson, G. M., Silberman, S., Ständer, M., Palamedi, F. R., Salah, A. A., Morrill, E., Franch, X., ... Saper, C. (2012). Massively distributed authorship of academic papers. In Extended Abstracts - The 30th ACM Conference on Human Factors in Computing Systems, CHI 2012 (pp. 11-20). (Conference on Human Factors in Computing Systems - Proceedings). [DOI]

Dibeklioǧlu, H., Gevers, T., Salah, A. A., & Valenti, R. (2012). A smile can reveal your age: Enabling facial dynamics in age estimation. In MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia (pp. 209-218). (MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia). [DOI]

Dibeklioǧlu, H., Salah, A. A., & Gevers, T. (2012). Are you really smiling at me? Spontaneous versus posed enjoyment smiles. In Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings (PART 3 ed., pp. 525-538). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7574 LNCS, No. PART 3). [DOI]

Salah, A. A., & Lepri, B. (2012). Challenges of human behavior understanding for inducing behavioral change. In Constructing Ambient Intelligence - AmI 2011 Workshops, Revised Selected Papers (pp. 249-251). (Communications in Computer and Information Science; Vol. 277 CCIS). [DOI]

Salah, A. A., Scharnhorst, A., Bosch, O. T., Doorn, P., Manovich, L., & Salah, A. A. (2012). Significance of visual interfaces in institutional and user-generated databases with category structures. In PATCH 2012 - Proceedings of the 2012 ACM Workshop on Personalized Access to Cultural Heritage, Co-located with ACM Multimedia 2012 (pp. 7-10). (PATCH 2012 - Proceedings of the 2012 ACM Workshop on Personalized Access to Cultural Heritage, Co-located with ACM Multimedia 2012). [DOI]

Dibeklioglu, H., Salah, A. A., & Gevers, T. (2012). Yüz i̇fadesi̇ ve harekete dayali etki̇leşi̇mde kullaniciya uyum saǧlama. In 2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings Article 6204811 [DOI]

Lepri, B., Salah, A. A., Pianesi, F., & Pentland, A. S. (2012). Human behavior understanding for inducing behavioral change: Social and theoretical aspects. In Constructing Ambient Intelligence - AmI 2011 Workshops, Revised Selected Papers (pp. 252-263). (Communications in Computer and Information Science; Vol. 277 CCIS). [DOI]

Demiröz, B. E., Ari, I., Eroǧlu, O., Salah, A. A., & Akarun, L. (2012). Feature-based tracking on a multi-omnidirectional camera dataset. In 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012 Article 6217867 [DOI]

Demiröz, B. E., Salah, A. A., & Akarun, L. (2012). Çevresel zeka uygulamalari i̇çi̇n tüm yönlü kamera kullanimi. In 2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings Article 6204823 [DOI]

Dibeklioǧlu, H., Valenti, R., Salah, A. A., & Gevers, T. (2011). Doǧal ve yapma gülüşlerin siniflandirilmasi. In 2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011 (pp. 1165-1168). Article 5929572 (2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011). [DOI]

Salah, A. A., Pantic, M., & Vinciarelli, A. (2011). Recent developments in social signal processing. In 2011 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2011 - Conference Digest (pp. 380-385). Article 6083695 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics). [DOI]

Salah, A. A., Han, J., Pauwels, E., & De Zeeuw, P. (2011). Multimodal monitoring of cultural heritage sites and the FIRESENSE project. In Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11 [DOI]

Salah, A. A., Gevers, T., Sebe, N., & Vinciarelli, A. (2010). Challenges of human behavior understanding. In Human Behavior Understanding - First International Workshop, HBU 2010, Proceedings (pp. 1-12). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6219 LNCS). [DOI]

Dibeklioǧlu, H., Valenti, R., Salah, A. A., & Gevers, T. (2010). Eyes do not lie: Spontaneous versus posed smiles. In MM'10 - Proceedings of the ACM Multimedia 2010 International Conference (pp. 703-706). (MM'10 - Proceedings of the ACM Multimedia 2010 International Conference). [DOI]

Gökberk, B., Ali Salah, A., Akarun, L., Etheve, R., Riccio, D., & Dugelay, J. L. (2009). 3D face recognition. In Guide to Biometric Reference Systems and Performance Evaluation (pp. 263-295). Springer. [DOI]

Dibeklioǧlu, H., Salah, A. A., & Akarun, L. (2009). 3B yüzlerde i̇fade, poz ve örtmeye dayanikli nirengi noktasi bulma. In 2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009 (pp. 476-479). Article 5136436 (2009 IEEE 17th Signal Processing and Communications Applications Conference, SIU 2009). [DOI]

Tavenard, R., Salah, A. A., & Pauwels, E. J. (2008). Searching for temporal patterns in AmI sensor data. In B. Ruyter, E. Aarts, M. Tscheligi, A. Dey, H. Gellersen, B. Schiele, A. Buchmann, M. Muhlhauser, E. Aitenbichler, R. Wichert, & A. Ferscha (Eds.), Constructing Ambient Intelligence - AmI 2007 Workshops, Revised Papers (pp. 53-62). (Communications in Computer and Information Science; Vol. 11). Springer. [DOI]

Pauwels, E. J., Salah, A. A., & Tavenard, R. (2007). Sensor networks for ambient intelligence. In 2007 IEEE 9Th International Workshop on Multimedia Signal Processing, MMSP 2007 - Proceedings (pp. 13-16). Article 4412806 (2007 IEEE 9Th International Workshop on Multimedia Signal Processing, MMSP 2007 - Proceedings). [DOI]

Salah, A. A., & Akarun, L. (2006). 3D facial feature localization for registration. In Multimedia Content Representation, Classification and Security - International Workshop, MRCS 2006. Proceedings (pp. 338-345). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4105 LNCS). Springer. [DOI]

Akakin, H. Ç., Salah, A. A., Akarun, L., & Sankur, B. (2006). 2D/3D facial feature extraction. In Image Processing: Algorithms and Systems, Neural Networks, and Machine Learning - Proceedings of SPIE-IS and T Electronic Imaging Article 60641D (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 6064). [DOI]