| 2018 | Specifics Analysis of Medical Communities in Social Network Services. | Artem Lobantsev, Aleksandra Vatian, Natalia V. Dobrenko, Andrey Stankevich, Anna Kaznacheeva, Vladimir Parfenov, Anatoly Shalyto, Natalia F. Gusarova |
| 2018 | ATM Fraud Detection Using Outlier Detection. | Roongtawan Laimek, Natsuda Kaothanthong, Thepchai Supnithi |
| 2018 | Imbalanced Data Classification Based on Feature Selection Techniques. | Pawel Ksieniewicz, Michal Wozniak |
| 2018 | Combined Classifier Based on Quantized Subspace Class Distribution. | Pawel Ksieniewicz |
| 2018 | Improving the Decision Support in Diagnostic Systems Using Classifier Probability Calibration. | Xiaowei Kortum, Lorenz Grigull, Urs Muecke, Werner Lechner, Frank Klawonn |
| 2018 | Data Set Partitioning in Evolutionary Instance Selection. | Miroslaw Kordos, Lukasz Czepielik, Marcin Blachnik |
| 2018 | Extended Min-Hash Focusing on Intersection Cardinality. | Hisashi Koga, Satoshi Suzuki, Taiki Itabashi, Gibran Fuentes-Pineda, Takahisa Toda |
| 2018 | Automated, Nomenclature Based Data Point Selection for Industrial Event Log Generation. | Wolfgang Koehler, Yanguo Jing |
| 2018 | Detecting Intrusive Malware with a Hybrid Generative Deep Learning Model. | Jin-Young Kim, Sung-Bae Cho |
| 2018 | Predicting the Household Power Consumption Using CNN-LSTM Hybrid Networks. | Tae-Young Kim, Sung-Bae Cho |
| 2018 | Anomaly Detection in Spatial Layer Models of Autonomous Agents. | Marie Kiermeier, Sebastian Feld, Thomy Phan, Claudia Linnhoff-Popien |
| 2018 | Signal Reconstruction Using Evolvable Recurrent Neural Networks. | Nadia Masood Khan, Gul Muhammad Khan |
| 2018 | Novelty Detection Using Elliptical Fuzzy Clustering in a Reproducing Kernel Hilbert Space. | Maria Kazachuk, Mikhail Petrovskiy, Igor V. Mashechkin, Oleg Gorokhov |
| 2018 | Neural Collaborative Filtering: Hybrid Recommendation Algorithm with Content Information and Implicit Feedback. | Li Ji, Guangyan Lin, Huobin Tan |
| 2018 | A New Approach for Implicit Citation Extraction. | Chaker Jebari, Manuel Jesus Cobo, Enrique Herrera-Viedma |
| 2018 | Understanding Learner's Drop-Out in MOOCs. | Alya Itani, Laurent Brisson, Serge Garlatti |
| 2018 | Intelligent Rub-Impact Fault Diagnosis Based on Genetic Algorithm-Based IMF Selection in Ensemble Empirical Mode Decomposition and Diverse Features Models. | M. M. Manjurul Islam, Alexander E. Prosvirin, Jong-Myon Kim |
| 2018 | Handwritten Character Recognition Using Active Semi-supervised Learning. | Papangkorn Inkeaw, Jakramate Bootkrajang, Teresa Gonalves, Jeerayut Chaijaruwanich |
| 2018 | Compositional Stochastic Average Gradient for Machine Learning and Related Applications. | Tsung-Yu Hsieh, Yasser El-Manzalawy, Yiwei Sun, Vasant G. Honavar |
| 2018 | An Adaptive Anomaly Detection Algorithm for Periodic Data Streams. | Zirije Hasani, Boro Jakimovski, Goran Velinov, Margita Kon-Popovska |
| 2018 | Towards Complex Features: Competitive Receptive Fields in Unsupervised Deep Networks. | Richard Hankins, Yao Peng, Hujun Yin |
| 2018 | Distribution-Based Discretisation and Ordinal Classification Applied to Wave Height Prediction. | David Guijo-Rubio, Antonio Manuel Durn-Rosal, Antonio M. Gmez-Orellana, Pedro Antonio Gutirrez, Csar Hervs-Martnez |
| 2018 | Semi-supervised Learning to Reduce Data Needs of Indoor Positioning Models. | Maciej Grzenda |
| 2018 | Design of Japanese Tree Frog Algorithm for Community Finding Problems. | Antonio Gonzlez-Pardo, David Camacho |
| 2018 | Multi-dimensional Bayesian Network Classifier Trees. | Santiago Gil-Begue, Pedro Larraaga, Concha Bielza |