| 2018 | A Decision Rule Based Approach to Generational Feature Selection. Wieslaw Paja |
| 2018 | A Geo-Tagging Framework for Address Extraction from Web Pages. Julia Efremova, Ian Endres, Isaac Vidas, Ofer Melnik |
| 2018 | A New Approach for Mining Representative Patterns. Abeda Sultana, Hosneara Ahmed, Chowdhury Farhan Ahmed |
| 2018 | A Novel Parallel Algorithm for Frequent Itemsets Mining in Large Transactional Databases. Huan Phan, Bac Le |
| 2018 | A Partial Demand Fulfilling Capacity Constrained Clustering Algorithm to Static Bike Rebalancing Problem. Yi Tang, Bi-Ru Dai |
| 2018 | Advances in Data Mining. Applications and Theoretical Aspects - 18th Industrial Conference, ICDM 2018, New York, NY, USA, July 11-12, 2018, Proceedings Petra Perner |
| 2018 | An Adaptive Oversampling Technique for Imbalanced Datasets. Shaukat Ali Shahee, Usha Ananthakumar |
| 2018 | An Effective Ensemble Method for Multi-class Classification and Regression for Imbalanced Data. Tahira Alam, Chowdhury Farhan Ahmed, Sabit Anwar Zahin, Muhammad Asif Hossain Khan, Maliha Tashfia Islam |
| 2018 | An Efficient Approach for Mining Weighted Sequential Patterns in Dynamic Databases. Sabrina Zaman Ishita, Faria Noor, Chowdhury Farhan Ahmed |
| 2018 | An Intelligent and Hybrid Weighted Fuzzy Time Series Model Based on Empirical Mode Decomposition for Financial Markets Forecasting. Ruixin Yang, Junyi He, Mingyang Xu, Haoqi Ni, Paul Jones, Nagiza F. Samatova |
| 2018 | Automating the Extraction of Essential Genes from Literature. Rúben Rodrigues, Hugo Costa, Miguel Rocha |
| 2018 | Categorization of Patient Diseases for Chinese Electronic Health Record Analysis: A Case Study. Junmei Zhong, Xiu Yi, De Xuan, Ying Xie |
| 2018 | Clustering Professional Baseball Players with SOM and Deciding Team Reinforcement Strategy with AHP. Kazuhiro Kohara, Shota Enomoto |
| 2018 | Data Mining for Municipal Financial Distress Prediction. David Alaminos, Sergio M. Fernández, Francisca García, Manuel A. Fernández |
| 2018 | Data Mining with Digital Fingerprinting - Challenges, Chances, and Novel Application Domains. Matthias Vodel, Marc Ritter |
| 2018 | Detection of IP Gangs: Strategically Organized Bots. Tianyue Zhao, Xiaofeng Qiu |
| 2018 | Dynamic Classifier and Sensor Using Small Memory Buffers. Roy Gelbard, Anna Khalemsky |
| 2018 | Evolutionary DBN for the Customers' Sentiment Classification with Incremental Rules. Ping Yang, Dan Wang, Xiaolin Du, Meng Wang |
| 2018 | From Measurements to Knowledge - Online Quality Monitoring and Smart Manufacturing. Satu Tamminen, Henna Tiensuu, Eija Ferreira, Heli Helaakoski, Vesa Kyllönen, Juha Jokisaari, Esa Puukko |
| 2018 | Medical AI System to Assist Rehabilitation Therapy. Takashi Isobe, Yoshihiro Okada |
| 2018 | Mining Cross-Level Closed Sequential Patterns. Rutba Aman, Chowdhury Farhan Ahmed |
| 2018 | Mining Sequential Correlation with a New Measure. Mohammad Fahim Arefin, Maliha Tashfia Islam, Chowdhury Farhan Ahmed |
| 2018 | Prefix and Suffix Sequential Pattern Mining. Rina Singh, Jeffrey A. Graves, Douglas A. Talbert, William Eberle |
| 2018 | Rise, Fall, and Implications of the New York City Medallion Market. Sherraina Song |
| 2018 | Speeding Up Continuous kNN Join by Binary Sketches. Filip Nalepa, Michal Batko, Pavel Zezula |