Research output per year
Research output per year
- 1 - 50 out of 89 results
Search results
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2024
Automatic pain estimation in equine faces: More effective uses for regions of interest
Ruhof, J. J., Salah, A. & van Loon, T., 2024, 12th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW). IEEE, p. 47-54Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Decoding Contact: Automatic Estimation of Contact Signatures in Parent-Infant Free Play Interactions
Doyran, M., Salah, A. & Poppe, R., 4 Nov 2024, ICMI '24: Proceedings of the 26th International Conference on Multimodal Interaction. Association for Computing Machinery, p. 38-46 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Expanding PyAFAR: A Novel Privacy-Preserving Infant AU Detector
Ertugrul, I. O., Hinduja, S., Bilalpur, M., Messinger, D. S. & Cohn, J. F., 11 Jul 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. IEEE, 1 p. (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Face the Needle: Predicting Risk of Fear and Fainting During Blood Donation Through Video Analysis
Rudokaite, J., Ertugrul, I. O., Ong, L. L. S., Janssen, M. P. & Huis In't Veld, E., 11 Jul 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. IEEE, 10 p. (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Human Contact Annotator: Annotating Physical Contact in Dyadic Interactions
Doyran, M., Salah, A. & Poppe, R., 4 Nov 2024, ICMI Companion '24: Companion Proceedings of the 26th International Conference on Multimodal Interaction. Association for Computing Machinery, p. 97-99 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Multi-modal Arousal and Valence Estimation under Noisy Conditions
Dresvyanskiy, D., Markitantov, M., Yu, J., Kaya, H. & Karpov, A., 16 Jun 2024, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. IEEE, p. 4772-4783 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Survey of Automated Methods for Nonverbal Behavior Analysis in Parent-Child Interactions
Karaca, B., Salah, A., Denissen, J., Poppe, R. & de Zwarte, S., 2024, Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition (FG). IEEE, p. 1-11Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion
Ryumina, E., Markitantov, M., Ryumin, D., Kaya, H. & Karpov, A., 16 Jun 2024, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. p. 4752-4760 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2023
Automated Detection of Joint Attention and Mutual Gaze in Free Play Parent-Child Interactions
Li, P., Lu, H., Poppe, R. W. & Salah, A. A., 9 Oct 2023, ICMI 2023 Companion - Companion Publication of the 25th International Conference on Multimodal Interaction: Companion Publication of the 25th International Conference on Multimodal Interaction. André, E. & Chetouani, M. (eds.). Association for Computing Machinery, p. 374–382 9 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Automated Emotional Valence Estimation in Infants with Stochastic and Strided Temporal Sampling
Ning, M., Önal Ertuğrul, I., Messinger, D. S., Cohn, J. F. & Salah, A., 2023, Proceedings of the International Conference on Affective Computing and Intelligent Interaction.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Automatic Analysis of Human Body Representations in Western Art
Zhao, S., Akdağ Salah, A. A. & Salah, A., 15 Feb 2023, Computer Vision – ECCV 2022 Workshops: Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part I. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). 1 ed. Cham: Springer, p. 282–297 16 p. (Lecture Notes in Computer Science ; vol. 13801 ).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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AutoXplain: Towards Automated Interpretable Model Selection
Haagen, T., Kaya, H., Snijder, J. & Nierman, M., 20 Nov 2023, xAI-2023 Late-breaking Work, Demos and Doctoral Consortium Joint Proceedings: Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023). Longo, L. (ed.). CEUR WS, Vol. 3554. p. 18-23 6 p. (CEUR Workshop Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Deciphering Entrepreneurial Pitches: A Multimodal Deep Learning Approach to Predict Probability of Investment
van Aken, P., Jung, M. M., Liebregts, W. & Önal Ertuğrul, I., Oct 2023, ICMI '23: Proceedings of the 25th International Conference on Multimodal Interaction. Association for Computing Machinery, p. 44–152Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Embracing Contact: Detecting Parent-Infant Interactions
Doyran, M., Poppe, R. & Salah, A. A., 9 Oct 2023, ICMI '23: Proceedings of the 25th International Conference on Multimodal Interaction. André, E. & Chetouani, M. (eds.). Association for Computing Machinery, p. 198-206 9 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Input Perturbation Reduces Exposure Bias in Diffusion Models
Ning, M., Sangineto, E., Porrello, A., Calderara, S. & Cucchiara, R., 18 Jun 2023, Proceedings of the 40th International Conference on Machine Learning, PMLR. 21 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Istanbul'daki göçmenlerin uydu görüntüleri ve cep telefonu verisi kullanilarak ayrintili haritalandirilmasi
Translated title of the contribution :Fine-Grained Mapping of Migrants in Istanbul Using Satellite Imaging and Mobile Phone Data Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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LA-layer: General local attention layer for full attention networks
Lu, H., Poppe, R. & Salah, A., 25 Aug 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. p. 2057-2062 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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PyAFAR: Python-based Automated Facial Action Recognition library for use in Infants and Adults
Hinduja, S., Önal Ertuğrul, I., Bilalpur, M., Messinger, D. S. & Cohn, J. F., 2023, Proceedings of the International Conference on Affective Computing and Intelligent Interaction.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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SCFormer: Integrating hybrid Features in Vision Transformers
Lu, H., Poppe, R. & Salah, A., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE, p. 1883-1888 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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The effects of gender bias in word embeddings on patient phenotyping in the mental health domain
Sogancioglu, G., Kaya, H. & Salah, A. A., 13 Sept 2023, 2023 11th International Conference on Affective Computing and Intelligent Interaction (ACII). IEEE, p. 1-8 8 p. 10388203Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2022
Designing a Smartphone Exergame for Children with Cerebral Palsy in the Home Environment
Alberts, M., De Ridder, E. A. M., Lodewijks, J. A. J., Pinos Cisneros, T. V., Schoorl, K., Salah, A. A. & Schouten, B. A. M., 2 Nov 2022, CHI PLAY 2022 - Extended Abstracts of the 2022 Annual Symposium on Computer-Human Interaction in Play. Association for Computing Machinery, p. 183-188 6 p. (CHI PLAY 2022 - Extended Abstracts of the 2022 Annual Symposium on Computer-Human Interaction in Play).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Multi-level Fusion of Fisher Vector Encoded BERT and Wav2vec 2.0 Embeddings for Native Language Identification
Krebbers, D., Kaya, H. & Karpov, A., 10 Nov 2022, Speech and Computer: 24th International Conference, SPECOM 2022, Gurugram, India, November 14–16, 2022, Proceedings. Prasanna, S. R. M., Karpov, A., Samudravijaya, K. & Agrawal, S. S. (eds.). 1 ed. Springer, p. 391-403 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13721 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Predicting evaluations of entrepreneurial pitches based on multimodal nonverbal behavioral cues and self-reported characteristics
Stoitsas, K., Önal Ertuğrul, I., Liebregts, W. & Jung, M. M., Nov 2022, Companion Publication of the 2022 International Conference on Multimodal Interaction. Association for Computing Machinery, p. 121-126 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2021
Can mood primitives predict apparent personality?
Sogancioglu, G., Kaya, H. & Salah, A. A., 1 Oct 2021, 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII). IEEE, p. 1-8 8 p. 9597444Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Designing Computational Tools for Behavioral and Clinical Science
Salah, A. A., 8 Jun 2021, EICS '21: Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems. Association for Computing Machinery, p. 1-4 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Incremental Few-Shot Instance Segmentation
Ganea, D. A., Boom, B. J. & Poppe, R., 2021, Proceedings of the International Conference on Computer Vision and Pattern Recognition (CVPR). p. 1185-1194Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Refining Activation Downsampling With SoftPool
Stergiou, A., Poppe, R. & Kalliatakis, G., Jan 2021, Proceedings of the International Conference on Computer Vision (ICCV). IEEE, p. 10357-10366Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Video-based sports activity recognition for children
Olalere, F., Brouwers, V., Doyran, M., Poppe, R. & Salah, A., 2021, 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, p. 1563-1570Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2020
Automatic Pain Detection on Horse and Donkey Faces
Hummel, H. I., Pessanha, F., Salah, A. A., van Loon, T. J. & Veltkamp, R. C., Nov 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020)(FG). Vol. 1. p. 793-800 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Speech Analysis for Automatic Mania Assessment in Bipolar Disorder
Baki, P., Kaya, H., Ciftci, E., Gulec, H. & Salah, A., 2020, IEEE 28th Signal Processing and Communications Applications Conference (SIU). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Weakly Supervised Semantic Roadside Object Segmentation Using Digital Maps
Guelen, J. A. P., Salah, A. A., Boom, B. J. & Vijverberg, J. A., 2020, 2020 Joint 9th International Conference on Informatics, Electronics & Vision (ICIEV) and 2020 4th International Conference on Imaging, Vision & Pattern Recognition (icIVPR) . IEEE, p. 1-8 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2019
Do Alzheimer's Patients Appear Younger than Their Age? A Study with Automatic Facial Age Estimation
Zeylan, E., Salah, A. A., Dibeklioglu, H., Tüfekçioğlu, Z., Bilgiç, B. & Emre, M., 2019, 2019 Ninth International Conference on Image Processing Theory, Tools and Applications (IPTA). IEEE, p. 1-6 6 p. (Proc. IPTA).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Filmlerde Otomatik Duygu Analizi için Sentetik Veri Üretimi ve Çokkipli Birleştirme
Translated title of the contribution :Movie emotion estimation with multimodal fusion and synthetic data generation Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Multi-person board game affect analysis dataset: MP-BGAAD
Schimmel, A., Doyran, M., Akdag, A. A., Bakkes, S. C. J., Kaya, H., Poppe, R. W. & Salah, A. A., 2019, Proceedings eNTERFACE’19 : 15th International Summer Workshop on Multimodal Interfaces. Dibeklioğlu, H. & Sürer, E. (eds.). Computer Engineering Department Bilkent University, 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Using mobile phone data for the analysis of refugee movements: The Data for Refugees Challenge for Syrian Refugees in Turkey
Salah, A. A., 2019, Proceedings of the seventh edition of The Migration Conference, Bari, Italy from 18 to 20 June 2019.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2018
AVEC 2018 Workshop and Challenge: Bipolar disorder and cross-cultural affect recognition
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., 15 Oct 2018, AVEC 2018 - Proceedings of the 2018 Audio/Visual Emotion Challenge and Workshop, co-located with MM 2018. Association for Computing Machinery, p. 3-13 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Context Modeling for Cross-Corpus Dimensional Acoustic Emotion Recognition: Challenges and Mixup
Fedotov, D., Kaya, H. & Karpov, A., 1 Jan 2018, Speech and Computer - 20th International Conference, SPECOM 2018, Proceedings. Potapova, R., Jokisch, O. & Karpov, A. (eds.). Springer, p. 155-165 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11096 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Continuous real-time vehicle driver authentication using convolutional neural network based face recognition
Derman, E. & Salah, A. A., 5 Jun 2018, Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018. IEEE, p. 577-584 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Feature selection and multimodal fusion for estimating emotions evoked by movie clips
Timar, Y., Karslioglu, N., Kaya, H. & Salah, A. A., 5 Jun 2018, ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval. Association for Computing Machinery, p. 405-412 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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LSTM based cross-corpus and cross-task acoustic emotion recognition
Kaya, H., Fedotov, D., Yeşilkanat, A., Verkholyak, O., Zhang, Y. & Karpov, A., 1 Sept 2018, INTERSPEECH-2018. Vol. 2018-September. p. 521-525 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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The Turkish Audio-Visual Bipolar Disorder Corpus
Ciftci, E., Kaya, H., Gulec, H. & Salah, A. A., 21 Sept 2018, 2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018. IEEE, 8470362Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2017
Introducing weighted kernel classifiers for handling imbalanced paralinguistic corpora: Snoring, addressee and cold
Kaya, H. & Karpov, A. A., 1 Jan 2017, INTERSPEECH-2017. Vol. 2017-August. p. 3527-3531 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Multi-modal Score Fusion and Decision Trees for Explainable Automatic Job Candidate Screening from Video CVs
Kaya, H., Gurpinar, F. & Salah, A. A., 22 Aug 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE, Vol. 2017-July. p. 1651-1659 9 p. 8014944Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2016
ERM4CT 2016: 2nd international workshop on emotion representations and modelling for companion systems (workshop summary)
Hartmann, K., Siegert, I., Salah, A. A. & Truong, K. P., 31 Oct 2016, ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction. Pelachaud, C., Nakano, Y. I., Nishida, T., Busso, C., Morency, L.-P. & Andre, E. (eds.). Association for Computing Machinery, p. 593-595 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Goal-Oriented Requirements Engineering: A Systematic Literature Map
Horkoff, J., Aydemir, F. B., Cardoso, E., Li, T., Maté, A., Paja, E., Salnitri, M., Mylopoulos, J. & Giorgini, P., 2016, 24th IEEE International Requirements Engineering Conference, RE 2016, Beijing, China, September 12-16, 2016. p. 106-115 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Seventh International Workshop on Human Behavior Understanding (HBU 2016)
Chetouani, M., Cohn, J. & Salah, A. A., 1 Oct 2016, MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. Association for Computing Machinery, p. 1494-1495 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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2015
Contrasting and combining least squares based learners for emotion recognition in the wild
Kaya, H., Gürpinar, F., Afshar, S. & Salah, A. A., 9 Nov 2015, ICMI 2015 - Proceedings of the 2015 ACM International Conference on Multimodal Interaction. Association for Computing Machinery, p. 459-466 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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EmoChildRu: Emotional child Russian speech corpus
Lyakso, E., Frolova, O., Dmitrieva, E., Grigorev, A., Kaya, H., Salah, A. A. & Karpov, A., 1 Jan 2015, Speech and Computer - 17th International Conference, SPECOM 2015, Proceedings. Ronzhin, A., Potapova, R. & Fakotakis, N. (eds.). Springer, p. 144-152 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9319).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Fisher vectors with cascaded normalization for paralinguistic analysis
Kaya, H., Karpov, A. A. & Salah, A. A., 10 Sept 2015, INTERSPEECH-2015. Vol. 2015-January. p. 909-913 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Looking at mondrian's victory boogie-woogie: What do i feel?
Sartori, A., Yan, Y., Özbal, G., Salah, A. A. A., Salah, A. A. & Sebe, N., 1 Jan 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, Vol. 2015-January. p. 2503-2509 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review