| 2018 | SIGNet: Scalable Embeddings for Signed Networks. | Mohammad Raihanul Islam, B. Aditya Prakash, Naren Ramakrishnan |
| 2018 | WFSM-MaxPWS: An Efficient Approach for Mining Weighted Frequent Subgraphs from Edge-Weighted Graph Databases. | Md. Ashraful Islam, Chowdhury Farhan Ahmed, Carson K. Leung, Calvin S. H. Hoi |
| 2018 | Automated Explanations of User-Expected Trends for Aggregate Queries. | Ibrahim A. Ibrahim, Xue Li, Xin Zhao, Sanad Al-Maskari, Abdullah M. Albarrak, Yanjun Zhang |
| 2018 | Interesting Recommendations Based on Hierarchical Visualizations of Medical Data. | Ibrahim A. Ibrahim, Abdulqader M. Almars, Suresh Pokharel, Xin Zhao, Xue Li |
| 2018 | Course-Specific Markovian Models for Grade Prediction. | Qian Hu, Huzefa Rangwala |
| 2018 | Model the Dynamic Evolution of Facial Expression from Image Sequences. | Zhaoxin Huan, Lin Shang |
| 2018 | Automatic Chinese Reading Comprehension Grading by LSTM with Knowledge Adaptation. | Yuwei Huang, Xi Yang, Fuzhen Zhuang, Lishan Zhang, Shengquan Yu |
| 2018 | Topic-Sensitive Influential Paper Discovery in Citation Network. | Xin Huang, Chang-An Chen, Changhuan Peng, Xudong Wu, Luoyi Fu, Xinbing Wang |
| 2018 | Personalized Item-of-Interest Recommendation on Storage Constrained Smartphone Based on Word Embedding Quantization. | Si-Ying Huang, Yung-Yu Chen, Hung-Yuan Chen, Lun-Chi Chen, Yao-Chung Fan |
| 2018 | Fusion of Modern and Tradition: A Multi-stage-Based Deep Network Approach for Head Detection. | Fu-Chun Hsu, Chih-Chieh Hung |
| 2018 | Learning Treatment Regimens from Electronic Medical Records. | Khanh Hung Hoang, Tu Bao Ho |
| 2018 | HashAlign: Hash-Based Alignment of Multiple Graphs. | Mark Heimann, Wei Lee, Shengjie Pan, Kuan-Yu Chen, Danai Koutra |
| 2018 | Prescriptive Analytics Through Constrained Bayesian Optimization. | Haripriya Harikumar, Santu Rana, Sunil Gupta, Thin Nguyen, Ramachandra Kaimal, Svetha Venkatesh |
| 2018 | A Generalization of Recurrent Neural Networks for Graph Embedding. | Xiao Han, Chunhong Zhang, Chenchen Guo, Yang Ji |
| 2018 | A New Local Density for Density Peak Clustering. | Zhishuai Guo, Tianyi Huang, Zhiling Cai, William Zhu |
| 2018 | MIDA: Multiple Imputation Using Denoising Autoencoders. | Lovedeep Gondara, Ke Wang |
| 2018 | RIPEx: Extracting Malicious IP Addresses from Security Forums Using Cross-Forum Learning. | Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos |
| 2018 | CAPED: Context-Aware Powerlet-Based Energy Disaggregation. | Jingyue Gao, Yasha Wang, Xu Chu, Yuanduo He, Ziqing Mao |
| 2018 | Denoising Time Series Data Using Asymmetric Generative Adversarial Networks. | Sunil Gandhi, Tim Oates, Tinoosh Mohsenin, W. David Hairston |
| 2018 | CDSSD: Refreshing Single Shot Object Detection Using a Conv-Deconv Network. | Vijay Gabale, Uma Sawant |
| 2018 | Neighborhood Constraint Matrix Completion for Drug-Target Interaction Prediction. | Xin Fan, YuXiang Hong, Xiaohu Liu, Yaogong Zhang, Maoqiang Xie |
| 2018 | Leveraging Local Interactions for Geolocating Social Media Users. | Mohammad Ebrahimi, Elaheh ShafieiBavani, Raymond K. Wong, Fang Chen |
| 2018 | Discovering Strong Meta Association Rules Using Bees Swarm Optimization. | Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin |
| 2018 | Unsupervised Extremely Randomized Trees. | Kevin Dalleau, Miguel Couceiro, Malika Smal-Tabbone |
| 2018 | Marrying Community Discovery and Role Analysis in Social Media via Topic Modeling. | Gianni Costa, Riccardo Ortale |