| 2017 | SS-FIM: Single Scan for Frequent Itemsets Mining in Transactional Databases. | Youcef Djenouri, Marco Comuzzi, Djamel Djenouri |
| 2017 | GA-Apriori: Combining Apriori Heuristic and Genetic Algorithms for Solving the Frequent Itemsets Mining Problem. | Youcef Djenouri, Marco Comuzzi |
| 2017 | A Neural Network Model for Semi-supervised Review Aspect Identification. | Ying Ding, Changlong Yu, Jing Jiang |
| 2017 | Community Detection in Graph Streams by Pruning Zombie Nodes. | Yue Ding, Ling Huang, Chang-Dong Wang, Dong Huang |
| 2017 | Self-tuning Filers - Overload Prediction and Preventive Tuning Using Pruned Random Forest. | Kumar Dheenadayalan, Gopalakrishnan Srinivasaraghavan, V. N. Muralidhara |
| 2017 | Modeling Information Sharing Behavior on Q&A Forums. | Biru Cui, Shanchieh Jay Yang, Christopher M. Homan |
| 2017 | MaP2R: A Personalized Maximum Probability Route Recommendation Method Using GPS Trajectories. | Ge Cui, Xin Wang |
| 2017 | Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. | Peter Christen, Rainer Schnell, Dinusha Vatsalan, Thilina Ranbaduge |
| 2017 | Contrast Pattern Based Collaborative Behavior Recommendation for Life Improvement. | Yan Chen, Margot Lisa-Jing Yann, Heidar Davoudi, Joy Choi, Aijun An, Zhen Mei |
| 2017 | Hierarchical Mixed Neural Network for Joint Representation Learning of Social-Attribute Network. | Weizheng Chen, Jinpeng Wang, Zhuoxuan Jiang, Yan Zhang, Xiaoming Li |
| 2017 | A Centrality-Based Local-First Approach for Analyzing Overlapping Communities in Dynamic Networks. | Ximan Chen, Heli Sun, Hongxia Du, Jianbin Huang, Ke Liu |
| 2017 | PNE: Label Embedding Enhanced Network Embedding. | Weizheng Chen, Xianling Mao, Xiangyu Li, Yan Zhang, Xiaoming Li |
| 2017 | CNN-Based Sequence Labeling for Fine-Grained Opinion Mining of Microblogs. | Jiajun Cheng, Pei Li, Xin Zhang, Zhaoyun Ding, Hui Wang |
| 2017 | Mining Recurrent Patterns in a Dynamic Attributed Graph. | Zhi Cheng, Frdric Flouvat, Nazha Selmaoui-Folcher |
| 2017 | Accurate Recognition of the Current Activity in the Presence of Multiple Activities. | Weihao Cheng, Sarah M. Erfani, Rui Zhang, Kotagiri Ramamohanarao |
| 2017 | Bilingual Lexicon Extraction from Comparable Corpora Based on Closed Concepts Mining. | Mohamed Chebel, Chiraz Latiri, ric Gaussier |
| 2017 | Deep Bayesian Matrix Factorization. | Sotirios P. Chatzis |
| 2017 | Development of a Software Vulnerability Prediction Web Service Based on Artificial Neural Networks. | Cagatay Catal, Akhan Akbulut, Ecem Ekenoglu, Meltem Alemdaroglu |
| 2017 | Relevance-Based Evaluation Metrics for Multi-class Imbalanced Domains. | Paula Branco, Lus Torgo, Rita P. Ribeiro |
| 2017 | Clustering Complex Data Represented as Propositional Formulas. | Abdelhamid Boudane, Sad Jabbour, Lakhdar Sais, Yakoub Salhi |
| 2017 | Enumerating Non-redundant Association Rules Using Satisfiability. | Abdelhamid Boudane, Sad Jabbour, Lakhdar Sais, Yakoub Salhi |
| 2017 | Utility Aware Clustering for Publishing Transactional Data. | Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li |
| 2017 | Combining Dimensionality Reduction with Random Forests for Multi-label Classification Under Interactivity Constraints. | Noureddine Yassine Nair Benrekia, Pascale Kuntz, Frank Meyer |
| 2017 | Local-to-Global Unsupervised Anomaly Detection from Temporal Data. | Seif-Eddine Benkabou, Khalid Benabdeslem, Bruno Canitia |
| 2017 | Advanced Computation of Sparse Precision Matrices for Big Data. | Abdelkader Baggag, Halima Bensmail, Jaideep Srivastava |