| 2019 | A Hybrid Model on Learning Cross Features for Transaction Fraud Detection. Han Wu, Guanjun Liu |
| 2019 | A Proportional Process Mining System. Dinh-Lam Pham, Hyun Ahn, Minjae Park, Kyoungsook Kim, Kwanghoon Pio Kim |
| 2019 | A Symmetry of the Data Pattern Structure. Alexey L. Myachin |
| 2019 | Advances in Data Mining - Applications and Theoretical Aspects, 19th Industrial Conference, ICDM 2019, New York, USA, July 17 - July 21, 2019 Petra Perner |
| 2019 | An Exploration into the Contexts of Errors and Value Patterns in Data Classification. William Wu |
| 2019 | An efficient approach for mining weighted frequent patterns with dynamic weights. Umama Dewan, Chowdhury Farhan Ahmed, Carson K. Leung, Redwan Ahmed Rizvee, Deyu Deng, Joglas Souza |
| 2019 | Anomaly Detection in Univariate Time Series: An Empirical Comparison of Machine Learning Algorithms. Sina Däubener, Sebastian Schmitt, Hao Wang, Peter Krause, Thomas Bäck |
| 2019 | Cluster-Based Relative Outlier Under-Sampling Technique. Atif Hassan, Rohini Banerjee, Pabitra Mitra, Pralay Mitra |
| 2019 | Compositional Analysis for Metallic Systems: Sampling Methods. Harsha Gwalani, Martin O Neill II, Armin R. Mikler, Talukder Alam, Rajarshi Banerjee |
| 2019 | Context Aware Image Annotation in Multiple-Instance Active Learning. Yingcheng Sun, Kenneth A. Loparo |
| 2019 | Efficiency assessment of event-based predictive maintenance in Industry 4.0. Athanasios Naskos, Anastasios Gounaris |
| 2019 | Ensemble of Customized DenseNet with SVM for Refining Iris Contact Lens Features. Meenakshi Choudhary, Venkanna U., Vivek Tiwari |
| 2019 | FAT-DeepFFM: Field Attentive Deep Field-aware Factorization Machine. Junlin Zhang, Tongwen Huang, Zhiqi Zhang |
| 2019 | Functions and Architecture for Automatic Predictive Targeting and Modelling Realtime On-line Behavior. Petra Perner |
| 2019 | How to Achieve High Classification Accuracy with Just a Few Labels: A Semisupervised Approach Using Sampled Packets. Shahbaz Rezaei, Xin Liu |
| 2019 | Improving document classification performance by combining resources and integrating word embedding techniques. Kazem Qazanfari, Abdou Youssef |
| 2019 | Interpretable detection of unstable smart TV usage from power state logs. Tamir Mazaev, Olivier Janssens, Dirk Van Gheel, Lieve Lanoye, Sofie Van Hoecke |
| 2019 | Predicting e-commerce customer conversion from minimal temporal patterns on symbolized clickstream trajectories. Jacopo Tagliabue, Lucas Lacasa, Ciro Greco, Mattia Pavoni, Andrea Polonioli |
| 2019 | Predictive Analysis of Real-Time Strategy Games Using Discriminative Subgraph Mining. Jennifer L. Leopold, Isam A. Alobaidi, Nathan W. Eloe |
| 2019 | Rapidly Determining the Starting Sample Size in Progressive Sampling: Mean Convergence is Sufficient. Amr ElRafey, Janusz Wojtusiak |
| 2019 | Risk and Error Matrix Charts. Hari Koesmarno |
| 2019 | Scalable Cloud-based ETL for Self-serving Analytics. Eftim Zdravevski, Cas Apanowicz, Krzysztof Stencel, Dominik Slezak |
| 2019 | Series of Optimized Predictive Models for Forecast of Global Wastewater Treatment Plant Performance. Bharat B. Gulyani, Arshia Fathima |
| 2019 | Sliding window based weighted periodic pattern mining over time series data. Redwan Ahmed Rizvee, Md Shahadat Hossain Shahin, Chowdhury Farhan Ahmed, Carson K. Leung, Deyu Deng, Jiaxing Jason Mai |
| 2019 | The Use of Frequent Subgraph Mining to Develop a Recommender System for Playing Real-Time Strategy Games. Isam A. Alobaidi, Jennifer L. Leopold, Ali A. Allami |
| 2019 | WeFreS: weighted frequent subgraph mining in a single large graph. Nahian Ashraf, Riddho Ridwanul Haque, Md. Ashraful Islam, Chowdhury Farhan Ahmed, Carson K. Leung, Jiaxing Jason Mai, Bryan H. Wodi |
| 2019 | Weather Impacts on Wine, A BiMax examination of Napa Cabernet in 2011 and 2012 Vintage. Bernard Chen, David Jones, Mustafa Tunc, Kristen Chipolla, Jorge Beltrán |