| 2018 | Preserving Differential Privacy and Utility of Non-stationary Data Streams. | Michael Khavkin, Mark Last |
| 2018 | Fast Single-Class Classification and the Principle of Logit Separation. | Gil Keren, Sivan Sabato, Bjrn W. Schuller |
| 2018 | Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps. | Takayuki Katsuki, Takayuki Osogami, Akira Koseki, Masaki Ono, Michiharu Kudo, Masaki Makino, Atsushi Suzuki |
| 2018 | A Smartphone-Based Probe Data Platform for Road Management and Safety in Developing Countries. | Kotaro Kataoka, Saurabh Gangwar, Karthik Yadav Mudda, Souraj Mandal |
| 2018 | Explainable Time Series Tweaking via Irreversible and Reversible Temporal Transformations. | Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis |
| 2018 | Clustering on Sparse Data in Non-overlapping Feature Space with Applications to Cancer Subtyping. | Tianyu Kang, Kourosh Zarringhalam, Marieke L. Kuijjer, Ping Chen, John Quackenbush, Wei Ding |
| 2018 | Self-Attentive Sequential Recommendation. | Wang-Cheng Kang, Julian J. McAuley |
| 2018 | How Game Users Consume Virtual Currency: The Relationship Between Consumed Quantity, Inventory, and Elapsed Time Since Last Consumption in the Mobile Game World. | Yuta Kaneko, Katsutoshi Yada, Wataru Ihara, Ryunosuke Odagiri |
| 2018 | Mixed Bagging: A Novel Ensemble Learning Framework for Supervised Classification Based on Instance Hardness. | Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez |
| 2018 | Characterizing Entities in the Bitcoin Blockchain. | Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande |
| 2018 | Discourse Processing and Its Applications in Text Mining. | Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray |
| 2018 | Sentiment Prediction in Social Networks. | Shengmin Jin, Reza Zafarani |
| 2018 | Representing Networks with 3D Shapes. | Shengmin Jin, Reza Zafarani |
| 2018 | Cross-Domain Labeled LDA for Cross-Domain Text Classification. | Baoyu Jing, Chenwei Lu, Deqing Wang, Fuzhen Zhuang, Cheng Niu |
| 2018 | FI-GRL: Fast Inductive Graph Representation Learning via Projection-Cost Preservation. | Fei Jiang, Lei Zheng, Jin Xu, Philip S. Yu |
| 2018 | Interpretable Word Embeddings for Medical Domain. | Kishlay Jha, Yaqing Wang, Guangxu Xun, Aidong Zhang |
| 2018 | SparkFSM: A Highly Scalable Frequent Subgraph Mining Approach using Apache Spark. | Bismita Jena, Cynthia Khan, Rajshekhar Sunderraman |
| 2018 | Utilizing Hybrid Information Sources to Learn Representations of Cards in Collectible Card Video Games. | Andrzej Janusz, Lukasz Grad, Dominik Slezak |
| 2018 | Preliminary Case Study on Data Utilization and Collaboration on the Web. | Daiji Iwasa |
| 2018 | Learning Node Embeddings for Influence Set Completion. | Sergey Ivanov, Nikita Durasov, Evgeny Burnaev |
| 2018 | DeepDiffuse: Predicting the 'Who' and 'When' in Cascades. | Mohammad Raihanul Islam, Sathappan Muthiah, Bijaya Adhikari, B. Aditya Prakash, Naren Ramakrishnan |
| 2018 | Tracking Aspects in News Documents. | Maoto Inoue, Takao Miura |
| 2018 | Requirements Definition with Extended Goal Graph. | Masafumi Ifuku, Noriyuki Kushiro, Yusuke Aoyama |
| 2018 | Collaborative Anomaly Detection on Blockchain from Noisy Sensor Data. | Tsuyoshi Id |
| 2018 | Learning Semantic Features for Software Defect Prediction by Code Comments Embedding. | Xuan Huo, Yang Yang, Ming Li, De-Chuan Zhan |