| 2018 | Future Trajectory Prediction via RNN and Maximum Margin Inverse Reinforcement Learning. | Dooseop Choi, Taeg-Hyun An, Kyounghwan Ahn, Jeongdan Choi |
| 2018 | Cross-Cultural Music Emotion Recognition by Adversarial Discriminative Domain Adaptation. | Yi-Wei Chen, Yi-Hsuan Yang, Homer H. Chen |
| 2018 | Centroid Estimation Based on Symmetric KL Divergence for Multinomial Text Classification Problem. | Jiangning Chen, Heinrich Matzinger, Haoyan Zhai, Mi Zhou |
| 2018 | Machine Learning with Certainty: A Requirement for Intelligent Process Automation. | Eric Chalmers |
| 2018 | Virtual Battery Parameter Identification Using Transfer Learning Based Stacked Autoencoder. | Indrasis Chakraborty, Sai Pushpak Nandanoori, Soumya Kundu |
| 2018 | Multilinear Discriminant Analysis Through Tensor-Tensor Eigendecomposition. | Kyle A. Caudle, Randy C. Hoover, Karen S. Braman |
| 2018 | Design of River Water Quality Assessment and Prediction Algorithm. | Sheng Cao, Shucheng Wang, Yan Zhang |
| 2018 | Density-Based Fuzzy C-Means Multi-center Re-clustering Radar Signal Sorting Algorithm. | Sheng Cao, Shucheng Wang, Yan Zhang |
| 2018 | Alpha Model Domination in Multiple Choice Learning. | Mike Brodie, Chris Tensmeyer, Wes Ackerman, Tony R. Martinez |
| 2018 | Smoother Robot Control from Convolutional Neural Networks Using Fuzzy Logic. | William Born, Christopher J. Lowrance |
| 2018 | Detecting Compromised Implicit Association Test Results Using Supervised Learning. | Brendon Boldt, Zack While, Eric Breimer |
| 2018 | Multi-scale Low-Rate DDoS Attack Detection Using the Generalized Total Variation Metric. | Monowar H. Bhuyan, Erik Elmroth |
| 2018 | On the Performance Analysis of APIs Recognizing Emotions from Video Images of Facial Expressions. | Ananya Bhattacharjee, Tanmoy Pias, Mahathir Ahmad, Ashikur Rahman |
| 2018 | Web Application Attacks Detection Using Machine Learning Techniques. | Gustavo Betarte, lvaro Pardo, Rodrigo Martnez |
| 2018 | Improving Web Application Firewalls through Anomaly Detection. | Gustavo Betarte, Eduardo Gimnez, Rodrigo Martnez, lvaro Pardo |
| 2018 | Design and Implementation of an Automatic Object Recognition System Using Deep Learning and an Array of One-Class SVMs. | Manuel Sebastian Rios Beltran, Camilo Andres Gamarra Torroledo, Carlos Andres Quintero Pea, Carlos Saith Rodriguez Rojas |
| 2018 | An Empirical Study on Class Rarity in Big Data. | Richard A. Bauder, Taghi M. Khoshgoftaar, Tawfiq Hasanin |
| 2018 | iCASSTLE : Imbalanced Classification Algorithm for Semi Supervised Text Learning. | Debanjana Banerjee, Gyan Prabhat, Riyanka Bhowal |
| 2018 | Actionable Pattern Mining - A Scalable Data Distribution Method Based on Information Granules. | Arunkumar Bagavathi, Abhishek Tripathi, Angelina A. Tzacheva, Zbigniew W. Ras |
| 2018 | Ensemble of Learning Project Productivity in Software Effort Based on Use Case Points. | Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan, Cuauhtmoc Lpez Martn |
| 2018 | Bounded Laplace Mixture Model with Applications to Image Clustering and Content Based Image Retrieval. | Muhammad Azam, Nizar Bouguila |
| 2018 | STARLORD: Sliding Window Temporal Accumulate-Retract Learning for Online Reasoning on Datastreams. | Cristian Axenie, Radu Tudoran, Stefano Bortoli, Mohamad Al Hajj Hassan, Daniele Foroni, Goetz Brasche |
| 2018 | Detecting and Classifying Fetal Brain Abnormalities Using Machine Learning Techniques. | Omneya Attallah, Heba Gadelkarim, Maha A. Sharkas |
| 2018 | Battery Degradation Temporal Modeling Using LSTM Networks. | Mehdi Assefi, Ali Hooshmand, Hossein Hosseini, Ratnesh Sharma |
| 2018 | Bias Evaluation of Professors' Reviews. | Luiza Antonie, Jrmy Foxcroft, Gary Grwal, Nirmal Narayanan, Miana Plesca, Rosina Ramirez |