| 2015 | Recognizing emotion from singing and speaking using shared models. | Biqiao Zhang, Georg Essl, Emily Mower Provost |
| 2015 | On rater reliability and agreement based dynamic active learning. | Yue Zhang, Eduardo Coutinho, Bjrn W. Schuller, Zixing Zhang, Michael G. Adam |
| 2015 | Experience-driven procedural content generation (Extended abstract). | Georgios N. Yannakakis, Julian Togelius |
| 2015 | Grounding truth via ordinal annotation. | Georgios N. Yannakakis, Hctor Prez Martnez |
| 2015 | Dynamic time warping: A single dry electrode EEG study in a self-paced learning task. | Takashi Yamauchi, Kunchen Xiao, Casady Bowman, Abdullah Mueen |
| 2015 | Functional connectivity from EEG signals during perceiving pleasant and unpleasant odors. | He Xu, Eleni Kroupi, Touradj Ebrahimi |
| 2015 | Learning speech emotion features by joint disentangling-discrimination. | Wentao Xue, Zhengwei Huang, Xin Luo, Qirong Mao |
| 2015 | Effects of a robotic storyteller's moody gestures on storytelling perception. | Junchao Xu, Joost Broekens, Koen V. Hindriks, Mark A. Neerincx |
| 2015 | Modeling head motion entrainment for prediction of couples' behavioral characteristics. | Bo Xiao, Panayiotis G. Georgiou, Brian R. Baucom, Shrikanth S. Narayanan |
| 2015 | Understanding speaking styles of internet speech data with LSTM and low-resource training. | Xixin Wu, Zhiyong Wu, Yishuang Ning, Jia Jia, Lianhong Cai, Helen M. Meng |
| 2015 | Reducing BCI calibration effort in RSVP tasks using online weighted adaptation regularization with source domain selection. | Dongrui Wu, Vernon J. Lawhern, Brent J. Lance |
| 2015 | Hierarchical modeling of temporal course in emotional expression for speech emotion recognition. | Chung-Hsien Wu, Wei-Bin Liang, Kuan-Chun Cheng, Jen-Chun Lin |
| 2015 | Emotion recognition of affective speech based on multiple classifiers using acoustic-prosodic information and semantic labels (Extended abstract). | Chung-Hsien Wu, Wei-Bin Liang |
| 2015 | Improving emotion classification on Chinese microblog texts with auxiliary cross-domain data. | Huimin Wu, Qin Jin |
| 2015 | Online driver's drowsiness estimation using domain adaptation with model fusion. | Dongrui Wu, Chun-Hsiang Chuang, Chin-Teng Lin |
| 2015 | Automatic assessment and analysis of public speaking anxiety: A virtual audience case study. | Torsten Wrtwein, Louis-Philippe Morency, Stefan Scherer |
| 2015 | A model of empathy to shape trolley problem moral judgements. | Jason R. Wilson, Matthias Scheutz |
| 2015 | Towards an affective robot capable of being a long-term companion. | Jason R. Wilson |
| 2015 | Warmth in affective mediated interaction: Exploring the effects of physical warmth on interpersonal warmth. | Christian J. A. M. Willemse, Dirk K. J. Heylen, Jan B. F. van Erp |
| 2015 | A warm touch of affect? | Christian J. A. M. Willemse |
| 2015 | An ensemble convolutional echo state networks for facial expression recognition. | Guihua Wen, Huihui Li, Danyang Li |
| 2015 | Linking volitional preferences for emotional information to social difficulties: A game approach using the microsoft kinect. | Mary Weng, Carla A. Wall, Elizabeth S. Kim, Litton Whitaker, Michael Perlmutter, Quan Wang, Eli R. Lebowitz, Frederick Shic |
| 2015 | A locally weighted method to improve linear regression for lexical-based valence-arousal prediction. | Jin Wang, K. Robert Lai, Liang-Chih Yu, Xuejie Zhang |
| 2015 | Mapping connections between biological-emotional preferences and affective recognition: An eye-tracking interface for passive assessment of emotional competency. | Carla A. Wall, Quan Wang, Mary Weng, Elizabeth S. Kim, Litton Whitaker, Michael Perlmutter, Frederick Shic |
| 2015 | Growing emotions: Using affect to help children understand a plant's needs. | Jules W. Verdijk, Daan Oldenhof, Daan Krijnen, Joost Broekens |