| 2018 | Semi-Supervised Community Detection Using Structure and Size. | Arjun Bakshi, Srinivasan Parthasarathy, Kannan Srinivasan |
| 2018 | On Using Clustering for the Optimization of Hydrological Simulations. | Elnaz Azmi |
| 2018 | MinerLSD: Efficient Local Pattern Mining on Attributed Graphs. | Martin Atzmueller, Henry Soldano, Guillaume Santini, Dominique Bouthinon |
| 2018 | Maximizing the Diversity of Exposure in a Social Network. | igdem Aslay, Antonis Matakos, Esther Galbrun, Aristides Gionis |
| 2018 | JobSense: A Data-Driven Career Knowledge Exploration Framework and System. | Xavier Jayaraj Siddarth Ashok, Ee-Peng Lim, Philips Kokoh Prasetyo |
| 2018 | Medical Image De-noising Using Deep Networks. | Maame G. Asante-Mensah, Andrzej Cichocki |
| 2018 | Time is of the Essence: Machine Learning-Based Intrusion Detection in Industrial Time Series Data. | Simon Duque Antn, Lia Ahrens, Daniel Fraunholz, Hans Dieter Schotten |
| 2018 | NetGist: Learning to Generate Task-Based Network Summaries. | Sorour E. Amiri, Bijaya Adhikari, Aditya Bharadwaj, B. Aditya Prakash |
| 2018 | Semantically Enhanced Models for Commonsense Knowledge Acquisition. | Ikhlas Alhussien, Erik Cambria, Zhang NengSheng |
| 2018 | An Empirical Study on Sentiments in Twitter Communities. | Noha Alduaiji, Amitava Datta |
| 2018 | LiSense: Monitoring City Street Lighting During Night using Smartphone Sensors. | Munshi Yusuf Alam, Shahrukh Imam, Harshit Anurag, Sujoy Saha, Subrata Nandi, Mousumi Saha |
| 2018 | Predicting MRT Trips in Singapore by Creating a Mobility Behavior Model Based on GSM Data. | Emin Aksehirli, Ying Li |
| 2018 | A Graph-Based Approach for Learner-Tailored Teaching of Korean Grammar Constructions. | Mikhail Akimov, Ekaterina Loginova, Maxim Musin |
| 2018 | Blockchain Data Analytics. | Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel |
| 2018 | Spatio-Temporal Frequent Itemset Mining on Web Data. | Apeksha Aggarwal, Durga Toshniwal |
| 2018 | Development of Mental Model in Understanding Users' Thought Processes for the Evaluation and Functional Enhancement of Clinical Decision Support Systems. | Ifeoluwa Agboola |
| 2018 | NetDriller Version 2: A Powerful Social Network Analysis Tool. | Salim Afra, Tansel zyer, Jon G. Rokne |
| 2018 | Location, Occupation, and Semantics Based Socioeconomic Status Inference on Twitter. | Jacob Levy Abitbol, Mrton Karsai, Eric Fleury |
| 2018 | How to Determine the Necessary Knowledge in the Conflicting Situation? | Akinori Abe, Yuki Hayashi |
| 2018 | Motif-Level Robustness Analysis of Power Grids. | Armita Abedijaberi, Jennifer L. Leopold |
| 2018 | A Decentralized Approach for Negative Link Prediction in Large Graphs. | Faima Abbasi, Muhammad Muzammal, Qiang Qu |
| 2018 | Matrix Profile XI: SCRIMP++: Time Series Motif Discovery at Interactive Speeds. | Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Kaveh Kamgar, Eamonn J. Keogh |
| 2018 | Anomaly-Based Insider Threat Detection Using Deep Autoencoders. | Liu Liu, Olivier Y. de Vel, Chao Chen, Jun Zhang, Yang Xiang |
| 2018 | Cost Effective Multi-label Active Learning via Querying Subexamples. | Xia Chen, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zhao Li, Zili Zhang |
| 2018 | Attend2trend: Attention Model for Real-Time Detecting and Forecasting of Trending Topics. | Ahmed Saleh, Ansgar Scherp |