| 2018 | Auction Fraud Classification Based on Clustering and Sampling Techniques. | Farzana Anowar, Samira Sadaoui, Malek Mouhoub |
| 2018 | Comparison of Pre-Trained Word Vectors for Arabic Text Classification Using Deep Learning Approach. | Ali Alwehaibi, Kaushik Roy |
| 2018 | Model Selection and Estimation of a Finite Shifted-Scaled Dirichlet Mixture Model. | Rua Alsuroji, Nuha Zamzami, Nizar Bouguila |
| 2018 | Applying Supervised Learning to the Static Prediction of Locality-Pattern Complexity in Scientific Code. | Nasser Alsaedi, Steve Carr, Alvis Cheuk M. Fong |
| 2018 | Classification of EEG Signals Using Neural Networks to Predict Password Memorability. | Ruba AlOmari, Miguel Vargas Martin |
| 2018 | A Rule-Based Classifier with Accurate and Fast Rule Term Induction for Continuous Attributes. | Manal Almutairi, Frederic T. Stahl, Max Bramer |
| 2018 | Development of a Deep-Learning-Based Method for Breast Ultrasound Image Segmentation. | Rania Almajalid, Juan Shan, Yaodong Du, Ming Zhang |
| 2018 | Automatic Seizure Detection via an Optimized Image-Based Deep Feature Learning. | Ibrahim Alkanhal, B. V. K. Vijaya Kumar, Marios Savvides |
| 2018 | Multiagent Based System for Secondary Education Using Machine Learning. | Sikandar Ali, Aslam Muhammad, Noman Jazeb, Ana Mara Martnez Enrquez, Farooq Ahmad |
| 2018 | Stacked Denoising Autoencoders for Mortality Risk Prediction Using Imbalanced Clinical Data. | Zakhriya Alhassan, David Budgen, Riyad Alshammari, Tahani Daghstani, A. Stephen McGough, Noura Al Moubayed |
| 2018 | Finite Multi-dimensional Generalized Gamma Mixture Model Learning Based on MML. | Basim Alghabashi, Nizar Bouguila |
| 2018 | DeepHCF: A Deep Learning Based Hybrid Collaborative Filtering Approach for Recommendation Systems. | Meshal Alfarhood, Jianlin Cheng |
| 2018 | Screening of Heart Sounds Using Hidden Markov and Gammatone Filterbank Models. | Ben Alexander, Gabriel Nallathambi, Nandakumar Selvaraj |
| 2018 | Iterative Deep Learning Based Unbiased Stereology with Human-in-the-Loop. | Saeed S. Alahmari, Dmitry B. Goldgof, Lawrence O. Hall, Palak Dave, Hady Ahmady Phoulady, Peter R. Mouton |
| 2018 | Localized Deep Norm-CNN Structure for Face Verification. | Adil Al-Azzawi, Hasanain Al-Sadr, Jianlin Cheng, Tony X. Han |
| 2018 | A Distributed Sensing Approach for Single Platform Image-Based Localization. | Orhan Akal, Tathagata Mukherjee, Adrian Barbu, Jared Devin Paquet, Kevin George, Eduardo L. Pasiliao |
| 2018 | Image to Multilingual Text Conversion for Literacy Education. | Muhammad Ajmal, Farooq Ahmad, Ana Mara Martnez Enrquez, Mudasser Naseer, Aslam Muhammad, Mohsin Ashraf |
| 2018 | A Novel Neural Sequence Model with Multiple Attentions for Word Sense Disambiguation. | Mahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer |
| 2018 | Improving Neural Sequence Labelling Using Additional Linguistic Information. | Mahtab Ahmed, Muhammad Rifayat Samee, Robert E. Mercer |
| 2018 | Resource-Size Matters: Improving Neural Named Entity Recognition with Optimized Large Corpora. | Sajawel Ahmed, Alexander Mehler |
| 2018 | Neural Machine Translation Advised by Statistical Machine Translation: The Case of Farsi-Spanish Bilingually Low-Resource Scenario. | Benyamin Ahmadnia, Parisa Kordjamshidi, Gholamreza Haffari |
| 2018 | Training Generative Adversarial Networks with Bidirectional Backpropagation. | Olaoluwa Adigun, Bart Kosko |
| 2018 | Detecting Work Zones in SHRP 2 NDS Videos Using Deep Learning Based Computer Vision. | Franklin Abodo, Robert Rittmuller, Brian Sumner, Andrew Berthaume |
| 2018 | A Minimum Spanning Tree Clustering Approach for Outlier Detection in Event Sequences. | Shahrooz Abghari, Veselka Boeva, Niklas Lavesson, Hkan Grahn, Selim Ickin, Jrgen Gustafsson |
| 2018 | SEDAT: Sentiment and Emotion Detection in Arabic Text Using CNN-LSTM Deep Learning. | Malak Abdullah, Mirsad Hadzikadic, Samira Shaikh |