| 2018 | A Temporal Topic Model for Noisy Mediums. | Rob Churchill, Lisa Singh, Christo Kirov |
| 2018 | Unsupervised Disaggregation of Low Granularity Resource Consumption Time Series. | Pantelis Chronis, Giorgos Giannopoulos, Spiros Athanasiou, Spiros Skiadopoulos |
| 2018 | Pattern-Mining Based Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. | Peter Christen, Anushka Vidanage, Thilina Ranbaduge, Rainer Schnell |
| 2018 | Randomizing SVM Against Adversarial Attacks Under Uncertainty. | Yan Chen, Wei Wang, Xiangliang Zhang |
| 2018 | Neighbourhood Contrast: A Better Means to Detect Clusters Than Density. | Bo Chen, Kai Ming Ting |
| 2018 | Call Attention to Rumors: Deep Attention Based Recurrent Neural Networks for Early Rumor Detection. | Tong Chen, Xue Li, Hongzhi Yin, Jun Zhang |
| 2018 | A Transfer Metric Learning Method for Spammer Detection. | Hao Chen, Jun Liu, Yanzhang Lv |
| 2018 | Deep Ensemble Classifiers and Peer Effects Analysis for Churn Forecasting in Retail Banking. | Yuzhou Chen, Yulia R. Gel, Vyacheslav Lyubchich, Todd Winship |
| 2018 | Rumor Detection via Recurrent Neural Networks: A Case Study on Adaptivity with Varied Data Compositions. | Tong Chen, Hongxu Chen, Xue Li |
| 2018 | Online Clustering for Evolving Data Streams with Online Anomaly Detection. | Milad Chenaghlou, Masud Moshtaghi, Christopher Leckie, Mahsa Salehi |
| 2018 | Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs. | Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem |
| 2018 | A Deep Neural Spoiler Detection Model Using a Genre-Aware Attention Mechanism. | Buru Chang, Hyunjae Kim, Raehyun Kim, Deahan Kim, Jaewoo Kang |
| 2018 | A Heterogeneous Information Network Method for Entity Set Expansion in Knowledge Graph. | Xiaohuan Cao, Chuan Shi, Yuyan Zheng, Jiayu Ding, Xiaoli Li, Bin Wu |
| 2018 | An Unsupervised Boosting Strategy for Outlier Detection Ensembles. | Guilherme Oliveira Campos, Arthur Zimek, Wagner Meira Jr. |
| 2018 | Efficient Approximate Algorithms for the Closest Pair Problem in High Dimensional Spaces. | Xingyu Cai, Sanguthevar Rajasekaran, Fan Zhang |
| 2018 | Clustering of Multiple Density Peaks. | Borui Cai, Guangyan Huang, Yong Xiang, Jing He, Guang-Li Huang, Ke Deng, Xiangmin Zhou |
| 2018 | DeepAD: A Generic Framework Based on Deep Learning for Time Series Anomaly Detection. | Teodora Sandra Buda, Bora Caglayan, Haytham Assem |
| 2018 | Dimensionality Reduction via Community Detection in Small Sample Datasets. | Kartikeya Bhardwaj, Radu Marculescu |
| 2018 | Scalable Approximation Algorithm for Graph Summarization. | Maham Anwar Beg, Muhammad Ahmad, Arif Zaman, Imdadullah Khan |
| 2018 | One for the Road: Recommending Male Street Attire. | Debopriyo Banerjee, Niloy Ganguly, Shamik Sural, Krothapalli Sreenivasa Rao |
| 2018 | A Parallel Implementation of Information Gain Using Hive in Conjunction with MapReduce for Continuous Features. | Sikha Bagui, Sharon K. John, John P. Baggs, Subhash C. Bagui |
| 2018 | Fast Manifold Landmarking Using Locality-Sensitive Hashing. | Zay Maung Maung Aye, Benjamin I. P. Rubinstein, Kotagiri Ramamohanarao |
| 2018 | Anomaly Detection Technique Robust to Units and Scales of Measurement. | Sunil Aryal |
| 2018 | Equitable Conceptual Clustering Using OWA Operator. | Noureddine Aribi, Abdelkader Ouali, Yahia Lebbah, Samir Loudni |
| 2018 | Information Propagation Trees for Protest Event Prediction. | Jeffery Ansah, Wei Kang, Lin Liu, Jixue Liu, Jiuyong Li |