| 2015 | Efficient autism spectrum disorder prediction with eye movement: A machine learning framework. | Wenbo Liu, Li Yi, Zhiding Yu, Xiaobing Zou, Bhiksha Raj, Ming Li |
| 2015 | Detection of depression in speech. | Zhenyu Liu, Bin Hu, Lihua Yan, Tianyang Wang, Fei Liu, Xiaoyu Li, Huanyu Kang |
| 2015 | From simulated speech to natural speech, what are the robust features for emotion recognition? | Ya Li, Linlin Chao, Yazhu Liu, Wei Bao, Jianhua Tao |
| 2015 | Data selection for acoustic emotion recognition: Analyzing and comparing utterance and sub-utterance selection strategies. | Duc Le, Emily Mower Provost |
| 2015 | Cross-corpus analysis for acoustic recognition of negative interactions. | Iulia Lefter, Harold T. Nefs, Catholijn M. Jonker, Lon J. M. Rothkrantz |
| 2015 | Adapting sentiment analysis to face-to-face human-agent interactions: From the detection to the evaluation issues. | Caroline Langlet, Chlo Clavel |
| 2015 | Web questionnaire as construction method of affect-annotated lexicon - Risks reduction strategy. | Agnieszka Landowska |
| 2015 | Leveraging inter-rater agreement for audio-visual emotion recognition. | Yelin Kim, Emily Mower Provost |
| 2015 | Potential clinical impact of positive affect in robot interactions for autism intervention. | Elizabeth S. Kim, Christopher M. Daniell, Corinne Makar, Julia Elia, Brian Scassellati, Frederick Shic |
| 2015 | Exploring sources of variation in human behavioral data: Towards automatic audio-visual emotion recognition. | Yelin Kim |
| 2015 | The platformer experience dataset. | Kostas Karpouzis, Georgios N. Yannakakis, Noor Shaker, Stylianos Asteriadis |
| 2015 | Predicting students' happiness from physiology, phone, mobility, and behavioral data. | Natasha Jaques, Sara Taylor, Asaph Azaria, Asma Ghandeharioun, Akane Sano, Rosalind W. Picard |
| 2015 | Region-based image retrieval based on medical media data using ranking and multi-view learning. | Wei Huang, Shuru Zeng, Guang Chen |
| 2015 | Exploring the causal relationships between musical features and physiological indicators of emotion. | Wei Huang, Brennon Bortz, R. Benjamin Knapp |
| 2015 | An investigation of emotion changes from speech. | Zhaocheng Huang |
| 2015 | Exploring temporal patterns in classifying frustrated and delighted smiles (Extended abstract). | Mohammed (Ehsan) Hoque, Daniel McDuff, Rosalind W. Picard |
| 2015 | To rank or to classify? Annotating stress for reliable PTSD profiling. | Christoffer Holmgrd, Georgios N. Yannakakis, Hctor Prez Martnez, Karen-Inge Karstoft |
| 2015 | Multimodal depression recognition with dynamic visual and audio cues. | Lang He, Dongmei Jiang, Hichem Sahli |
| 2015 | Design of intelligent emotion feedback to assist users regulate emotions: Framework and principles. | Yu Hao, Donghai Wang, James G. Budd |
| 2015 | iHEARu-PLAY: Introducing a game for crowdsourced data collection for affective computing. | Simone Hantke, Florian Eyben, Tobias Appel, Bjrn W. Schuller |
| 2015 | What can head and facial movements convey about positive and negative affect? | Zakia Hammal, Jeffrey F. Cohn, Carrie Heike, Matthew L. Speltz |
| 2015 | Modelling the influence of personality and culture on affect and enjoyment in multimedia. | Sharath Chandra Guntuku, Weisi Lin, Michael James Scott, Gheorghita Ghinea |
| 2015 | Gesture mimicry in expression of laughter. | Harry J. Griffin, Giovanna Varni, Gualtiero Volpe, Gisela Tom Lourido, Maurizio Mancini, Nadia Bianchi-Berthouze |
| 2015 | GOAALLL!: Using sentiment in the World Cup to explore theories of emotion. | Jonathan Gratch, Gale M. Lucas, Nikolaos Malandrakis, Evan Szablowski, Eli Fessler, Jeffrey Nichols |
| 2015 | The appraisal equivalence hypothesis: Verifying the domain-independence of a computational model of emotion dynamics. | Jonathan Gratch, Lin Cheng, Stacy Marsella |