| 2018 | Exploration of Bi-Level PageRank Algorithm for Power Flow Analysis Using Graph Database. | Chen Yuan, Yi Lu, Kewen Liu, Guangyi Liu, Renchang Dai, Zhiwei Wang |
| 2018 | Learning a Joint Low-Rank and Gaussian Model in Matrix Completion with Spectral Regularization and Expectation Maximization Algorithm. | Gang Wu, Ratnesh Kumar |
| 2018 | Sensor Data Based System-Level Anomaly Prediction for Smart Manufacturing. | Jianwu Wang, Chen Liu, Meiling Zhu, Pei Guo, Yapeng Hu |
| 2018 | Graph-Based Data Relevance Estimation for Large Storage Systems. | Vinodh Venkatesan, Taras Lehinevych, Giovanni Cherubini, Andrii Glybovets, Mark A. Lantz |
| 2018 | Categorical Models for BigData. | Laurent Thiry, Heng Zhao, Michel Hassenforder |
| 2018 | Big Data Quality: A Survey. | Ikbal Taleb, Mohamed Adel Serhani, Rachida Dssouli |
| 2018 | Analysing Customer Engagement of Turkish Airlines Using Big Social Data. | Fie Sternberg, Kasper Hedegaard Pedersen, Niklas Klve Ryelund, Raghava Rao Mukkamala, Ravi Vatrapu |
| 2018 | XRT: Programming-Language Independent MapReduce on Shared-Memory Systems. | Erik G. Selin, Herna L. Viktor |
| 2018 | Insights on Apache Spark Usage by Mining Stack Overflow Questions. | Leonardo Jimnez Rodrguez, Xiaoran Wang, Jilong Kuang |
| 2018 | An OWL Ontology for Supporting Semantic Services in Big Data Platforms. | Domenico Redavid, Roberto Corizzo, Donato Malerba |
| 2018 | Useful ToPIC: Self-Tuning Strategies to Enhance Latent Dirichlet Allocation. | Stefano Proto, Evelina Di Corso, Francesco Ventura, Tania Cerquitelli |
| 2018 | Performance Modeling and Task Scheduling in Distributed Graph Processing. | Daniel Presser, Frank Siqueira, Fabio Reina |
| 2018 | Autoencoder Evaluation and Hyper-Parameter Tuning in an Unsupervised Setting. | Ellie Ordway-West, Pallabi Parveen, Austin Henslee |
| 2018 | A Data-Driven Approach to Predict an Individual Customer's Call Arrival in Multichannel Customer Support Centers. | Somayeh Moazeni, Rodrigo Andrade |
| 2018 | Adaptive Trip Recommendation System: Balancing Travelers among POIs with MapReduce. | Sara Migliorini, Damiano Carra, Alberto Belussi |
| 2018 | Big Web Colors: Analyzing the World Top Sites. | Massimo Marchiori, Giulio Rigoni |
| 2018 | Biparti Majority Learning with Tensors. | Chia-Lun Lee, Shun-Wen Hsiao, Fang Yu |
| 2018 | DynMDL: A Parallel Trajectory Segmentation Algorithm. | Eleazar Leal, Le Gruenwald |
| 2018 | BigDataStack: A Holistic Data-Driven Stack for Big Data Applications and Operations. | Dimosthenis Kyriazis, Christos Doulkeridis, Panagiotis Gouvas, Ricardo Jimnez-Peris, Ana Juan Ferrer, Leonidas Kallipolitis, Pavlos Kranas, George Kousiouris, Craig Macdonald, Richard McCreadie, Yosef Moatti, Apostolos Papageorgiou, Marta Patio-Martnez, Stathis Plitsos, Dimitrios Poulopoulos, Antonio Paradell, Amaryllis Raouzaiou, Paula Ta-Shma, Valerio Vianello |
| 2018 | Stream Analytics and Adaptive Windows for Operational Mode Identification of Time-Varying Industrial Systems. | Athar Khodabakhsh, Ismail Ari, Mustafa Bakir, Serhat Murat Alagoz |
| 2018 | A Survey of Current End-User Data Analytics Tool Support. | Hourieh Khalajzadeh, Mohamed Abdelrazek, John Grundy, John G. Hosking, Qiang He |
| 2018 | Estimation of Types of States in Partial Observable Network Systems. | Sayantan Guha |
| 2018 | Compile-Time Code Generation for Embedded Data-Intensive Query Languages. | Leonidas Fegaras, Md Hasanuzzaman Noor |
| 2018 | Time Series Sanitization with Metric-Based Privacy. | Liyue Fan, Luca Bonomi |
| 2018 | On the Usage of the Probability Integral Transform to Reduce the Complexity of Multi-Way Fuzzy Decision Trees in Big Data Classification Problems. | Mikel Elkano, Mikel Uriz, Humberto Bustince, Mikel Galar |