| 2018 | GINA: Group Gender Identification Using Privacy-Sensitive Audio Data. | Jiaxing Shen, Oren Lederman, Jiannong Cao, Florian Berg, Shaojie Tang, Alex Pentland |
| 2018 | T2S: Domain Adaptation Via Model-Independent Inverse Mapping and Model Reuse. | Zhi-Yu Shen, Ming Li |
| 2018 | IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy. | Ying Shen, Yang Deng, Jin Zhang, Yaliang Li, Nan Du, Wei Fan, Min Yang, Kai Lei |
| 2018 | High Dimensional Clustering: A Strongly Connected Component Clustering Solution (SCCC). | Mihir Shekhar, Lini T. Thomas, Kamalakar Karlapalem |
| 2018 | Anomaly Detection in Car-Booking Graphs. | Oleksandr Shchur, Aleksandar Bojchevski, Mohamed Farghal, Stephan Gnnemann, Yusuf Saber |
| 2018 | Synthetic Oversampling with the Majority Class: A New Perspective on Handling Extreme Imbalance. | Shiven Sharma, Colin Bellinger, Bartosz Krawczyk, Osmar R. Zaane, Nathalie Japkowicz |
| 2018 | Functional Brain Areas Mapping in Patients with Glioma Based on Resting-State fMRI Data Decomposition. | Maksim Sharaev, Alexander Smirnov, Tatiana Melnikova-Pitskhelauri, Vyacheslav A. Orlov, Evgeny Burnaev, Igor Pronin, David Pitskhelauri, Alexander Bernstein |
| 2018 | Learning Connectivity Patterns via Graph Kernels for fMRI-Based Depression Diagnostics. | Maksim Sharaev, Alexey Artemov, Ekaterina Kondrateva, Sergei Ivanov, Svetlana Sushchinskaya, Alexander Bernstein, Andrzej Cichocki, Evgeny Burnaev |
| 2018 | Multi-label Learning with Label Enhancement. | Ruifeng Shao, Ning Xu, Xin Geng |
| 2018 | Demographic Inference Via Knowledge Transfer in Cross-Domain Recommender Systems. | Jin Shang, Mingxuan Sun, Kevyn Collins-Thompson |
| 2018 | Local Low-Rank Hawkes Processes for Temporal User-Item Interactions. | Jin Shang, Mingxuan Sun |
| 2018 | ProSecCo: Progressive Sequence Mining with Convergence Guarantees. | Sacha Servan-Schreiber, Matteo Riondato, Emanuel Zgraggen |
| 2018 | Hardening Encrypted Patient Names Against Cryptographic Attacks Using Cellular Automata. | Rainer Schnell, Christian Borgs |
| 2018 | DipTransformation: Enhancing the Structure of a Dataset and Thereby Improving Clustering. | Benjamin Schelling, Claudia Plant |
| 2018 | Sequential Variational Learning of Dynamic Factor Mixtures. | Allou Sam |
| 2018 | An Extension of Gradient Boosted Decision Tree Incorporating Statistical Tests. | Ryuji Sakata, Iku Ohama, Tadahiro Taniguchi |
| 2018 | A Model of Rule Generation Handling Granules Defined by Implications in Table Data Sets. | Hiroshi Sakai, Michinori Nakata, Junzo Watada |
| 2018 | DS4A: Deep Search System for Algorithms from Full-Text Scholarly Big Data. | Iqra Safder, Saeed-Ul Hassan |
| 2018 | Overlapping Toxic Sentiment Classification Using Deep Neural Architectures. | Hafiz Hassaan Saeed, Khurram Shahzad, Faisal Kamiran |
| 2018 | Within-Network Classification in Temporal Graphs. | Christopher Ryther, Jakob Grue Simonsen |
| 2018 | Finding Events in Temporal Networks: Segmentation Meets Densest-Subgraph Discovery. | Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti |
| 2018 | Interactive Higher-Order Network Analysis. | Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh |
| 2018 | The Propagation of Counteracting Information in Online Social Networks: A Case Study. | Logan Rohde, Somya D. Mohanty, Jing Deng, Fereidoon Sadri |
| 2018 | Tracking and Forecasting Dynamics in Crowdfunding: A Basis-Synthesis Approach. | Xiaoying Ren, Linli Xu, Tianxiang Zhao, Chen Zhu, Junliang Guo, Enhong Chen |
| 2018 | NEARM: Natural Language Enhanced Association Rules Mining. | Shiya Ren, Zhixing Li, Huaming Wang, Yuan Li, Ke Shen, Sijie Cheng |