| 2018 | Edge Content Enhanced Network Embedding. | Hongcui Wang, Erwei Wang, Di Jin, Xiao Wang, Jing Wang, Dongxiao He |
| 2018 | Data Dropout: Optimizing Training Data for Convolutional Neural Networks. | Tianyang Wang, Jun Huan, Bo Li |
| 2018 | Propagation of Idle Times Costs for Fixed Job Scheduling. | Ruixin Wang, Nicolas Barnier |
| 2018 | GAMBAD: A Method for Developing Systems of Systems. | Gregory Moro Puppi Wanderley, Marie-Hlne Abel, Emerson Cabrera Paraiso, Jean-Paul A. Barths |
| 2018 | Feature Fusion with Deep Supervision for Remote-Sensing Image Scene Classification. | Muhammad Usman, Weiqiang Wang, Abdenour Hadid |
| 2018 | Random Forests with Stochastic Induction of Decision Trees. | Markos G. Tsipouras, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Nikolaos Giannakeas, Alexandros T. Tzallas |
| 2018 | Multi-Algorithmic Techniques and a Hybrid Model for Increasing the Efficiency of Recommender Systems. | Christos Troussas, Akrivi Krouska, Maria Virvou |
| 2018 | Automatic Generation of Dispatching Rules for Large Job Shops by Means of Genetic Algorithms. | Erich Teppan, Giacomo Da Col |
| 2018 | A Concise Social Network Representation with Flow Hierarchy Using Frequent Interactions. | T. M. G. Tennakoon, Richi Nayak |
| 2018 | Finding Optimal Solutions to Token Swapping by Conflict-Based Search and Reduction to SAT. | Pavel Surynek |
| 2018 | Social Recommendation Based on Implicit Friends Discovering Via Meta-Path. | Yuqi Song, Min Gao, Junliang Yu, Qingyu Xiong |
| 2018 | Fusion of Classifiers Based on Centrality Measures. | Ronan Assumpo Silva, Alceu S. Britto Jr., Fabrcio Enembreck, Robert Sabourin, Luis S. Oliveira |
| 2018 | Constraint-Based Learning for Sensor Failure Detection and Adaptation. | Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock |
| 2018 | Quality Assessment of Generated Hardware Designs Using Statistical Analysis and Machine Learning. | Lorenzo Servadei, Elena Zennaro, Keerthikumara Devarajegowda, Wolfgang Ecker, Robert Wille |
| 2018 | Multi-Label Learning Via Codewords. | Mahlagha Sedghi, Yinjie Huang, Michael Georgiopoulos, Georgios C. Anagnostopoulos |
| 2018 | Enhanced Unsatisfiable Cores for QBF: Weakening Universal to Existential Quantifiers. | Viktor Schuppan |
| 2018 | Comparison of Traffic Forecasting Methods in Urban and Suburban Context. | Julien Salotti, Serge Fenet, Romain Billot, Nour-Eddin El Faouzi, Christine Solnon |
| 2018 | Power Poses Affect Risk Tolerance and Skin Conductance Levels. | Davide Saggese, Gennaro Cordasco, Mauro N. Maldonato, Nikolaos G. Bourbakis, Alessandro Vinciarelli, Anna Esposito |
| 2018 | Bike Usage Forecasting for Optimal Rebalancing Operations in Bike-Sharing Systems. | Simon Ruffieux, Elena Mugellini, Omar Abou Khaled |
| 2018 | Improving Constraint Solving on Parallel Hybrid Systems. | Pedro Roque, Vasco Pedro, Daniel Diaz, Salvador Abreu |
| 2018 | The Taxonomic Cognitive Map Query Language: A General Approach to Analyse Cognitive Maps. | Adrian Robert, David Genest, Stphane Loiseau |
| 2018 | TreeConnect: A Sparse Alternative to Fully Connected Layers. | Oliver Richter, Roger Wattenhofer |
| 2018 | Building and Interpreting Risk Models from Imbalanced Clinical Data. | Aaron N. Richter, Taghi M. Khoshgoftaar |
| 2018 | New Evolutionary Approaches for SAT Solving. | Madalina Raschip, Cornelius Croitoru, Cristian Frasinaru |
| 2018 | Online Single Homogeneous Source Transfer Learning Based on AdaBoost. | Chen Qian, Hengyang Lu, Chongjun Wang |