| 426 | -- | 427 | Erik Cambria, Amir Hussain, Alessandro Vinciarelli. Affective Reasoning for Big Social Data Analysis |
| 428 | -- | 442 | Xiangsheng Li, Yanghui Rao, Haoran Xie, Raymond Y. K. Lau, Jian Yin, Fu Lee Wang. Bootstrapping Social Emotion Classification with Semantically Rich Hybrid Neural Networks |
| 443 | -- | 456 | Minglei Li, Qin Lu, Yunfei Long, Lin Gui 0003. Inferring Affective Meanings of Words from Word Embedding |
| 457 | -- | 470 | Mauro Dragoni, Giulio Petrucci. A Neural Word Embeddings Approach for Multi-Domain Sentiment Analysis |
| 471 | -- | 479 | Yoonjung Choi, Janyce Wiebe, Rada Mihalcea. Coarse-Grained +/-Effect Word Sense Disambiguation for Implicit Sentiment Analysis |
| 480 | -- | 491 | Rui Xia, Jie Jiang, Huihui He. Distantly Supervised Lifelong Learning for Large-Scale Social Media Sentiment Analysis |
| 492 | -- | 494 | Maurizio Mancini, Radoslaw Niewiadomski, Shuji Hashimoto, Mary Ellen Foster, Stefan Scherer, Gualtiero Volpe. Guest Editorial: Towards Machines Able to Deal with Laughter |
| 495 | -- | 507 | Jennifer Hofmann, Tracey Platt, Willibald Ruch. Laughter and Smiling in 16 Positive Emotions |
| 508 | -- | 521 | Pascal E. Fortin, Jeremy R. Cooperstock. Laughter and Tickles: Toward Novel Approaches for Emotion and Behavior Elicitation |
| 522 | -- | 533 | Monica Perusquía-Hernández, Mazakasu Hirokawa, Kenji Suzuki. A Wearable Device for Fast and Subtle Spontaneous Smile Recognition |
| 534 | -- | 545 | Bekir Berker Turker, Yucel Yemez, T. Metin Sezgin, Engin Erzin. Audio-Facial Laughter Detection in Naturalistic Dyadic Conversations |
| 546 | -- | 558 | Yu Ding, Jing Huang, Catherine Pelachaud. Audio-Driven Laughter Behavior Controller |