| 2018 | ROI Detection in Mammogram Images Using Wavelet-Based Haralick and HOG Features. | Sena Busra Yengec Tasdemir, Kasim Tasdemir, Zafer Aydin |
| 2018 | Fault Diagnosis Method Based on Scaling Law for On-line Refrigerant Leak Detection. | Shun Takeuchi, Takahiro Saito |
| 2018 | Profile-Specific Regression Model for Progression Prediction of Alzheimer's Disease Using Longitudinal Data. | Solale Tabarestani, Maryamossadat Aghili, Mehdi Shojaie, Christian Freytes, Malek Adjouadi |
| 2018 | Local Feature Sufficiency Exploration for Predicting Security-Constrained Generation Dispatch in Multi-area Power Systems. | Yixuan Sun, Xiaoyuan Fan, Qiuhua Huang, Xinya Li, Renke Huang, Tianzhixi Yin, Guang Lin |
| 2018 | Sinkhorn Divergence of Topological Signature Estimates for Time Series Classification. | Colin Stephen |
| 2018 | A Machine Learning Framework for Predicting Dementia and Mild Cognitive Impairment. | Daniel Stamate, Wajdi Alghamdi, Jeremy Ogg, Richard Hoile, Fionn Murtagh |
| 2018 | Similarity Estimation for Classical Indian Music. | Anusha Sridharan, Melody Moh, Teng-Sheng Moh |
| 2018 | Online Orthogonal Regression Based on a Regularized Squared Loss. | Roberto Souza, Saul C. Leite, Wagner Meira Jr., Eduardo R. Hruschka |
| 2018 | Integrating Plausibility Checks and Machine Learning for Misbehavior Detection in VANET. | Steven So, Prinkle Sharma, Jonathan Petit |
| 2018 | Learning in a Continuous-Valued Attractor Network. | Baram Sosis, Garrett E. Katz, James A. Reggia |
| 2018 | An Application of Generative Adversarial Networks for Super Resolution Medical Imaging. | Rewa Sood, Binit Topiwala, Karthik Choutagunta, Rohit Sood, Mirabela Rusu |
| 2018 | Dynamic Analysis of Executables to Detect and Characterize Malware. | Michael R. Smith, Joe Ingram, Christopher C. Lamb, Timothy Draelos, Justin E. Doak, James B. Aimone, Conrad D. James |
| 2018 | MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis. | Asim Smailagic, Pedro Costa, Hae Young Noh, Devesh Walawalkar, Kartik Khandelwal, Adrian Galdran, Mostafa Mirshekari, Jonathon Fagert, Susu Xu, Pei Zhang, Aurlio J. C. Campilho |
| 2018 | Elastic Time Series Motifs and Discords. | Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2018 | A Comparison of ARIMA and LSTM in Forecasting Time Series. | Sima Siami-Namini, Neda Tavakoli, Akbar Siami Namin |
| 2018 | Automatic Instrument Segmentation in Robot-Assisted Surgery using Deep Learning. | Alexey A. Shvets, Alexander Rakhlin, Alexandr A. Kalinin, Vladimir I. Iglovikov |
| 2018 | Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks. | Alexey A. Shvets, Vladimir I. Iglovikov, Alexander Rakhlin, Alexandr A. Kalinin |
| 2018 | Trademark Design Code Identification Using Deep Neural Networks. | Girish J. Showkatramani, Nidhi Khatri, Arlene Landicho, Darwin Layog |
| 2018 | Deep Learning Convolutional Neural Networks with Dropout - A Parallel Approach. | Jingyi Shen, M. Omair Shafiq |
| 2018 | CCDLC Detection Framework-Combining Clustering with Deep Learning Classification for Semantic Clones. | Abdullah Sheneamer |
| 2018 | Detailed Identification of Fingerprints Using Convolutional Neural Networks. | Yahaya Isah Shehu, Ariel Ruiz-Garcia, Vasile Palade, Anne E. James |
| 2018 | Multimodal Sentiment Analysis Using Deep Learning. | Rakhee Sharma, Ngoc Le Tan, Fatiha Sadat |
| 2018 | Efficacy of Nonlinear Manifold Learning in Malware Image Pattern Analysis. | Piyush Sharma, Adrienne Raglin |
| 2018 | Image-Audio Encoding for Information Camouflage and Improving Malware Pattern Analysis. | Piyush Sharma, Adrienne Raglin |
| 2018 | Inner Attention Based bi-LSTMs with Indexing for non-Factoid Question Answering. | Akshay Sharma, Chetan Harithas |