| 2018 | ACM: Learning Dynamic Multi-agent Cooperation via Attentional Communication Model. | Xue Han, Hongping Yan, Junge Zhang, Lingfeng Wang |
| 2018 | Local Decimal Pattern for Pollen Image Recognition. | Liping Han, Yonghua Xie |
| 2018 | Interactive Area Topics Extraction with Policy Gradient. | Jingfei Han, Wenge Rong, Fang Zhang, Yutao Zhang, Jie Tang, Zhang Xiong |
| 2018 | Online Approximation of Prediction Intervals Using Artificial Neural Networks. | Myrianthi Hadjicharalambous, Marios M. Polycarpou, Christos G. Panayiotou |
| 2018 | Spiking Signals in FOC Control Drive. | Lech Marian Grzesiak, Vincent Meganck |
| 2018 | Machine Learning to Predict Toxicity of Compounds. | Ingrid Grenet, Yonghua Yin, Jean-Paul Comet, Erol Gelenbe |
| 2018 | Combining Memory and Non-linearity in Echo State Networks. | Eleonora Di Gregorio, Claudio Gallicchio, Alessio Micheli |
| 2018 | Mitigating Concept Drift via Rejection. | Jan Philip Gpfert, Barbara Hammer, Heiko Wersing |
| 2018 | A Deep Learning Approach for Sentence Classification of Scientific Abstracts. | Srgio Gonalves, Paulo Cortez, Srgio Moro |
| 2018 | New Architecture of Correlated Weights Neural Network for Global Image Transformations. | Slawomir Golak, Anna Jama, Marcin Blachnik, Tadeusz Wieczorek |
| 2018 | RNN-SURV: A Deep Recurrent Model for Survival Analysis. | Eleonora Giunchiglia, Anton Nemchenko, Mihaela van der Schaar |
| 2018 | An End-to-End Deep Learning Architecture for Classification of Malware's Binary Content. | Daniel Gibert, Carles Mateu, Jordi Planes |
| 2018 | Investigating the Role of Astrocyte Units in a Feedforward Neural Network. | Peter Gergel, Igor Farkas |
| 2018 | An Energy-Based Convolutional SOM Model with Self-adaptation Capabilities. | Alexander Gepperth, Ayanava Sarkar, Thomas Kopinski |
| 2018 | State-Space Analysis of an Ising Model Reveals Contributions of Pairwise Interactions to Sparseness, Fluctuation, and Stimulus Coding of Monkey V1 Neurons. | Jimmy Gaudreault, Hideaki Shimazaki |
| 2018 | An Exploration of Dropout with RNNs for Natural Language Inference. | Amit Gajbhiye, Sardar F. Jaf, Noura Al Moubayed, A. Stephen McGough, Steven Bradley |
| 2018 | Artwork Retrieval Based on Similarity of Touch Using Convolutional Neural Network. | Takayuki Fujita, Yuko Osana |
| 2018 | A Credibility-Based Analysis of Information Diffusion in Social Networks. | Sabina-Adriana Floria, Florin Leon, Doina Logofatu |
| 2018 | Improved Personalized Rankings Using Implicit Feedback. | Josef Feigl, Martin Bogdan |
| 2018 | Multi-region Ensemble Convolutional Neural Network for Facial Expression Recognition. | Yingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li |
| 2018 | Towards End-to-End Raw Audio Music Synthesis. | Manfred Eppe, Tayfun Alpay, Stefan Wermter |
| 2018 | Deep 3D Pose Dictionary: 3D Human Pose Estimation from Single RGB Image Using Deep Convolutional Neural Network. | Reda Elbasiony, Walid Gomaa, Tetsuya Ogata |
| 2018 | A Neural Network of Multiresolution Wavelet Analysis. | Alexander Efitorov, Vladimir Shiroky, Sergey Dolenko |
| 2018 | Sparse Coding Predicts Optic Flow Specifities of Zebrafish Pretectal Neurons. | Gerrit A. Ecke, Fabian A. Mikulasch, Sebastian A. Bruijns, Thede Witschel, Aristides B. Arrenberg, Hanspeter A. Mallot |
| 2018 | Affinity Propagation Based Closed-Form Semi-supervised Metric Learning Framework. | Ujjal Kr Dutta, C. Chandra Sekhar |