| 2018 | Entity-Level Stream Classification: Exploiting Entity Similarity to Label the Future Observations Referring to an Entity. | Christian Beyer, Vishnu Unnikrishnan, Pawel Matuszyk, Uli Niemann, Rdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou |
| 2018 | SeCredISData 2018: Special Session on Sentiment, Emotion, and Credibility of Information in Social Data. | Farah Benamara, Cristina Bosco, Elisabetta Fersini, Gabriella Pasi, Viviana Patti, Marco Viviani |
| 2018 | Wetting and Drying of Soil: From Data to Understandable Models for Prediction. | Aniruddha Basak, Ole J. Mengshoel, Kevin M. Schmidt, Chinmay Kulkarni |
| 2018 | A Methodological Template to Construct Ground Truth of Authentic and Fake Online Reviews. | Snehasish Banerjee |
| 2018 | Opportunities and Risks for Data Science in Organizations: Banking, Finance, and Policy - Special Session Overview. | Antonia Azzini, Stefania Marrara, Amir Topalovic, Mirjana Pejic Bach, Matthew J. Rattigan |
| 2018 | Determinants of Growth in Micro and Small Enterprises: Empirical Evidence from Jordan. | Faisal Awartani, Bryanna Millis |
| 2018 | Latent Dirichlet Allocation in Discovering Goals in Patients Undergoing Bladder Cancer Surgery. | Thomas M. Atkinson |
| 2018 | Towards Bankruptcy Prediction: Deep Sentiment Mining to Detect Financial Distress from Business Management Reports. | Zahra Ahmadi, Peter Martens, Christopher Koch, Thomas Gottron, Stefan Kramer |
| 2018 | MixDir: Scalable Bayesian Clustering for High-Dimensional Categorical Data. | Constantin Ahlmann-Eltze, Christopher Yau |
| 2017 | Coupled Bayesian Matrix Factorization in Recommender Systems. | Xueci Zhao, Chengzhang Zhu, Lizhi Cheng |
| 2017 | Incremental Author Name Disambiguation for Scientific Citation Data. | Zhengqiao Zhao, Jason Rollins, Linge Bai, Gail Rosen |
| 2017 | Inform Product Change through Experimentation with Data-Driven Behavioral Segmentation. | Zhenyu Zhao, Yan He, Miao Chen |
| 2017 | Multi-label Learning with Label-Specific Features via Clustering Ensemble. | Wang Zhan, Min-Ling Zhang |
| 2017 | Steganalysis Feature Subspace Selection Based on Fisher Criterion. | Chunfang Yang, Yi Zhang, Ping Wang, Xiangyang Luo, Fenlin Liu, Jicang Lu |
| 2017 | Subsequence Search Considering Duration and Relations of Events in Time Interval-Based Events Sequences. | Cheng-Wei Yang, Bijay Prasad Jaysawal, Jen-Wei Huang |
| 2017 | RadiusSketch: Massively Distributed Indexing of Time Series. | Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Dennis E. Shasha |
| 2017 | Disentangled Link Prediction for Signed Social Networks via Disentangled Representation Learning. | Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu |
| 2017 | Multiple Social Role Embedding. | Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu |
| 2017 | Multi-task Network Embedding. | Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu |
| 2017 | Copula-Based High Dimensional Cross-Market Dependence Modeling. | Jia Xu, Wei Wei, Longbing Cao |
| 2017 | Machine Learning Independent of Population Distributions for Measurement. | Takashi Washio, Gaku Imamura, Genki Yoshikawa |
| 2017 | News Consumption during the Italian Referendum: A Cross-Platform Analysis on Facebook and Twitter. | Michela Del Vicario, Sabrina Gaito, Walter Quattrociocchi, Matteo Zignani, Fabiana Zollo |
| 2017 | Materials Science Literature-Patent Relevance Search: A Heterogeneous Network Analysis Approach. | Pingjie Tang, Jed Pitera, Dmitry Zubarev, Nitesh V. Chawla |
| 2017 | The Data and Science behind GrabShare Carpooling. | Muchen Tang, Serene Ow, Wenqing Chen, Yang Cao, Kong-wei Lye, Yaozhang Pan |
| 2017 | Full-Text or Abstract? Examining Topic Coherence Scores Using Latent Dirichlet Allocation. | Shaheen Syed, Marco R. Spruit |