| 2018 | Learning Trends on the Fly in Time Series Data Using Plastic CGP Evolved Recurrent Neural Networks. | Gul Muhammad Khan, Durr-e-Nayab |
| 2018 | Weighted Multi-view Deep Neural Networks for Weather Forecasting. | Zahra Karevan, Lynn Houthuys, Johan A. K. Suykens |
| 2018 | A Convolutional Neural Network Approach for Modeling Semantic Trajectories and Predicting Future Locations. | Antonios Karatzoglou, Nikolai Schnell, Michael Beigl |
| 2018 | Modular Domain-to-Domain Translation Network. | Savvas Karatsiolis, Christos N. Schizas, Nicolai Petkov |
| 2018 | Continuous-Time Spike-Based Reinforcement Learning for Working Memory Tasks. | Marios Karamanis, Davide Zambrano, Sander M. Boht |
| 2018 | Chaotic Complex-Valued Associative Memory with Adaptive Scaling Factor. | Daisuke Karakama, Norihito Katamura, Chigusa Nakano, Yuko Osana |
| 2018 | Hierarchical Attention Networks for User Profile Inference in Social Media Systems. | Zhezhou Kang, Xiaoxue Li, Yanan Cao, Yanmin Shang, Yanbing Liu, Li Guo |
| 2018 | Microsaccades for Neuromorphic Stereo Vision. | Jacques Kaiser, Jakob Weinland, Philip Keller, Lea Steffen, Juan Camilo Vasquez Tieck, Daniel Reichard, Arne Roennau, Jrg Conradt, Rdiger Dillmann |
| 2018 | Rank-Revealing Orthogonal Decomposition in Extreme Learning Machine Design. | Jacek Kabzinski |
| 2018 | FiLayer: A Novel Fine-Grained Layer-Wise Parallelism Strategy for Deep Neural Networks. | Wenbin Jiang, Yangsong Zhang, Pai Liu, Geyan Ye, Hai Jin |
| 2018 | Width of Minima Reached by Stochastic Gradient Descent is Influenced by Learning Rate to Batch Size Ratio. | Stanislaw Jastrzebski, Zachary Kenton, Devansh Arpit, Nicolas Ballas, Asja Fischer, Yoshua Bengio, Amos J. Storkey |
| 2018 | NoSync: Particle Swarm Inspired Distributed DNN Training. | Mihailo Isakov, Michel A. Kinsy |
| 2018 | Joint Application of Group Determination of Parameters and of Training with Noise Addition to Improve the Resilience of the Neural Network Solution of the Inverse Problem in Spectroscopy to Noise in Data. | Igor Isaev, Sergey Burikov, Tatiana A. Dolenko, Kirill Laptinskiy, Alexey Vervald, Sergey Dolenko |
| 2018 | Handwriting-Based Gender Classification Using End-to-End Deep Neural Networks. | Evyatar Illouz, Eli (Omid) David, Nathan S. Netanyahu |
| 2018 | fNIRS-Based Brain-Computer Interface Using Deep Neural Networks for Classifying the Mental State of Drivers. | Gauvain Huve, Kazuhiko Takahashi, Masafumi Hashimoto |
| 2018 | DeepEthnic: Multi-label Ethnic Classification from Face Images. | Katia Huri, Eli (Omid) David, Nathan S. Netanyahu |
| 2018 | A Multi-channel Multi-classifier Method for Classifying Pancreatic Cystic Neoplasms Based on ResNet. | Haigen Hu, Kangjie Li, Qiu Guan, Feng Chen, Shengyong Chen, Yicheng Ni |
| 2018 | Neural Model for the Visual Recognition of Animacy and Social Interaction. | Mohammad Hovaidi-Ardestani, Nitin Saini, Aleix M. Martinez, Martin A. Giese |
| 2018 | Tensor Learning in Multi-view Kernel PCA. | Lynn Houthuys, Johan A. K. Suykens |
| 2018 | A Target Dominant Sets Clustering Algorithm. | Jian Hou, Chengcong Lv, Aihua Zhang, Xu E |
| 2018 | Associative Graph Data Structures Used for Acceleration of K Nearest Neighbor Classifiers. | Adrian Horzyk, Krzysztof Goldon |
| 2018 | Model Based on Support Vector Machine for the Estimation of the Heart Rate Variability. | Catalina Hernndez, Sergio Villagrn, Johan Enrique Ortiz Guzmn, Paulo Alonso Gaona-Garca |
| 2018 | Further Advantages of Data Augmentation on Convolutional Neural Networks. | Alex Hernndez-Garca, Peter Knig |
| 2018 | Learning Game by Profit Sharing Using Convolutional Neural Network. | Nobuaki Hasuike, Yuko Osana |
| 2018 | Classification of SIP Attack Variants with a Hybrid Self-enforcing Network. | Waldemar Hartwig, Christina Klver, Adnan Aziz, Dirk Hoffstadt |