| 2018 | PPSF: An Open-Source Privacy-Preserving and Security Mining Framework. | Jerry Chun-Wei Lin, Philippe Fournier-Viger, Lintai Wu, Wensheng Gan, Youcef Djenouri, Ji Zhang |
| 2018 | Contextual Bandit with Adaptive Feature Extraction. | Baihan Lin, Djallel Bouneffouf, Guillermo A. Cecchi, Irina Rish |
| 2018 | DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN. | Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran, Ngai-Man Cheung, Gemma Roig, Yuval Elovici |
| 2018 | Effects of Negative Customer Reviews on Sales: Evidence Based on Text Data Mining. | Zhen Li, Fangzhou Li, Jing Xiao, Zhi Yang |
| 2018 | Path Reasoning over Knowledge Graph: A Multi-agent and Reinforcement Learning Based Method. | Zixuan Li, Xiaolong Jin, Saiping Guan, Yuanzhuo Wang, Xueqi Cheng |
| 2018 | Learning Network Representations with Neighboring Affinity. | Zhao Li, Jiaming Huang, Donghui Ding |
| 2018 | Leveraging Reconstructive Profiles of Users and Items for Tag-Aware Recommendation. | Zhaoqiang Li, Jiajin Huang, Ning Zhong |
| 2018 | Finding Tenuous Groups in Social Networks. | Wentan Li |
| 2018 | Context Learning Network for Object Detection. | Jiaxu Leng, Ying Liu, Tianlin Zhang, Pei Quan |
| 2018 | Dimension Reduction on Open Data Using Variational Autoencoder. | Hyunmin Lee, Zhen Hao Wu, Zhaolei Zhang |
| 2018 | Diagnosis Prediction via Medical Context Attention Networks Using Deep Generative Modeling. | Wonsung Lee, Sungrae Park, Weonyoung Joo, Il-Chul Moon |
| 2018 | Fast Tucker Factorization for Large-Scale Tensor Completion. | Dongha Lee, Jaehyung Lee, Hwanjo Yu |
| 2018 | Linky: Visualizing User Identity Linkage Results for Multiple Online Social Networks. | Roy Ka-Wei Lee, Ming Shan Hee, Philips Kokoh Prasetyo, Ee-Peng Lim |
| 2018 | Defect Detection from UAV Images Based on Region-Based CNNs. | Meng Lan, Yipeng Zhang, Lefei Zhang, Bo Du |
| 2018 | Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets. | Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman |
| 2018 | Review of Graph Processing Frameworks. | Siddharth Bhatia, Rajiv Kumar |
| 2018 | Is Simple Better? Revisiting Non-Linear Matrix Factorization for Learning Incomplete Ratings. | Vaibhav Krishna, Tian Guo, Nino Antulov-Fantulin |
| 2018 | Summarizing Graphs at Multiple Scales: New Trends. | Danai Koutra, Jilles Vreeken, Francesco Bonchi |
| 2018 | Unsupervised Scanning Behavior Detection Based on Distribution of Network Traffic Features Using Robust Autoencoders. | Gaku Kotani, Yuji Sekiya |
| 2018 | Automatic Optical Coherence Tomography Imaging Analysis for Retinal Disease Screening Using Machine Learning Techniques. | Ramamohanarao Kotagiri |
| 2018 | Volatility Drift Prediction for Transactional Data Streams. | Yun Sing Koh, David Tse Jung Huang, Chris Pearce, Gillian Dobbie |
| 2018 | Summarizing Network Processes with Network-Constrained Boolean Matrix Factorization. | Furkan Kocayusufoglu, Minh X. Hoang, Ambuj K. Singh |
| 2018 | Closed Frequent Itemset Mining with Arbitrary Side Constraints. | Gokberk Kocak, Ozgur Akgun, Ian Miguel, Peter Nightingale |
| 2018 | AutoClustering: A Feed-Forward Neural Network Based Clustering Algorithm. | Masaomi Kimura |
| 2018 | Utilizing In-store Sensors for Revisit Prediction. | Sundong Kim, Jae-Gil Lee |