| 2018 | Predictive Team Formation Analysis via Feature Representation Learning on Social Networks. | Lo Pang-Yun Ting, Cheng-Te Li, Kun-Ta Chuang |
| 2018 | MicroGRID: An Accurate and Efficient Real-Time Stream Data Clustering with Noise. | Zahir Tari, A. Thompson, N. Almusalam, Peter Bertk, A. Mahmood |
| 2018 | Motif-Aware Diffusion Network Inference. | Qi Tan, Yang Liu, Jiming Liu |
| 2018 | Binary Classification of Sequences Possessing Unilateral Common Factor with AMS and APR. | Yujin Tang, Kei Yonekawa, Mori Kurokawa, Shinya Wada, Kiyohito Yoshihara |
| 2018 | An Interaction-Enhanced Feature Selection Algorithm. | Xiaochuan Tang, Yuanshun Dai, Yanping Xiang, Liang Luo |
| 2018 | Dam Inflow Time Series Regression Models Minimising Loss of Hydropower Opportunities. | Yasuno Takato |
| 2018 | Random Pairwise Shapelets Forest. | Mohan Shi, Zhihai Wang, Jidong Yuan, Haiyang Liu |
| 2018 | Tri-Fly: Distributed Estimation of Global and Local Triangle Counts in Graph Streams. | Kijung Shin, Mohammad Hammoud, Euiwoong Lee, Jinoh Oh, Christos Faloutsos |
| 2018 | Active Blocking Scheme Learning for Entity Resolution. | Jingyu Shao, Qing Wang |
| 2018 | Impact of Indirect Contacts in Emerging Infectious Disease on Social Networks. | Md Shahzamal, Raja Jurdak, Bernard Mans, Ahmad El Shoghri, Frank de Hoog |
| 2018 | Learning to Rank Items of Minimal Reviews Using Weak Supervision. | Yassien Shaalan, Xiuzhen Zhang, Jeffrey Chan |
| 2018 | Low Redundancy Estimation of Correlation Matrices for Time Series Using Triangular Bounds. | Erik Scharwchter, Fabian Geier, Lukas Faber, Emmanuel Mller |
| 2018 | Mining User Behavioral Rules from Smartphone Data Through Association Analysis. | Iqbal H. Sarker, Flora D. Salim |
| 2018 | Harvesting Knowledge from Cultural Heritage Artifacts in Museums of India. | Abhilasha Sancheti, Paridhi Maheshwari, Rajat Chaturvedi, Anish V. Monsy, Tanya Goyal, Balaji Vasan Srinivasan |
| 2018 | Text Stream to Temporal Network - A Dynamic Heartbeat Graph to Detect Emerging Events on Twitter. | Zafar Saeed, Rabeeh Ayaz Abbasi, Abida Sadaf, Muhammad Imran Razzak, Guandong Xu |
| 2018 | Adding Missing Words to Regular Expressions. | Thomas Rebele, Katerina Tzompanaki, Fabian M. Suchanek |
| 2018 | Exploiting Anti-monotonicity of Multi-label Evaluation Measures for Inducing Multi-label Rules. | Michael Rapp, Eneldo Loza Menca, Johannes Frnkranz |
| 2018 | A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage. | Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen |
| 2018 | Comparison and Sensitivity Analysis of Methods for Solar PV Power Prediction. | Mashud Rana, Ashfaqur Rahman, Liwan H. Liyanage, Mohammed Nazim Uddin |
| 2018 | Vulnerability Assessment of Metro Systems Based on Dynamic Network Structure. | Jun Pu, Chuanren Liu, Jianghua Zhao, Ke Han, Yuanchun Zhou |
| 2018 | Dynamic Whitelisting Using Locality Sensitive Hashing. | Jayson Pryde, Nestle Angeles, Sheryl Kareen Carinan |
| 2018 | Identifying In-App User Actions from Mobile Web Logs. | Bilih Priyogi, Mark Sanderson, Flora D. Salim, Jeffrey Chan, Martin Tomko, Yongli Ren |
| 2018 | Efficient Compression Technique for Sparse Sets. | Rameshwar Pratap, Ishan Sohony, Raghav Kulkarni |
| 2018 | A Novel Algorithm for Frequent Itemsets Mining in Transactional Databases. | Huan Phan, Bac Le |
| 2018 | Feature Selection for Multiclass Binary Data. | Kushani Perera, Jeffrey Chan, Shanika Karunasekera |