| 2018 | Towards Affect Recognition through Interactions with Learning Materials. | Esam Ghaleb, Mirela Popa, Enrique Hortal, Stylianos Asteriadis, Gerhard Weiss |
| 2018 | A Comparative Evaluation of Machine Learning Methods for Robot Navigation Through Human Crowds. | Anastasia Gaydashenko, Daniel Kudenko, Aleksei Shpilman |
| 2018 | Occupancy Detection in Smart Housing Using Both Aggregated and Appliance-Specific Power Consumption Data. | Yan Gao, Alan Schay, Daqing Hou |
| 2018 | Asymmetric Gaussian-Based Statistical Models Using Markov Chain Monte Carlo Techniques for Image Categorization. | Shuai Fu, Nizar Bouguila |
| 2018 | What are they Researching? Examining Industry-Based Doctoral Dissertation Research through the Lens of Machine Learning. | Ion Freeman, Ashley Haigler, Suzanna Schmeelk, Lisa Ellrodt, Tonya Fields |
| 2018 | A Deep Neural Network Approach for Early Diagnosis of Mild Cognitive Impairment Using Multiple Features. | Parisa Forouzannezhad, Alireza Abbaspour, Chunfei Li, Mercedes Cabrerizo, Malek Adjouadi |
| 2018 | Learning Generative Models of Social Interactions with Humans-in-the-Loop. | Dan Feng, Pedro Sequeira, Eln Carstensdttir, Magy Seif El-Nasr, Stacy Marsella |
| 2018 | Object Detection Based on Multi-sensor Proposal Fusion in Maritime Environment. | Fahimeh Farahnakian, Mohammad Hashem Haghbayan, Jonne Poikonen, Markus Laurinen, Paavo Nevalainen, Jukka Heikkonen |
| 2018 | Recursive Feature Elimination by Sensitivity Testing. | Nicholas Sean Escanilla, Lisa Hellerstein, Ross Kleiman, Zhaobin Kuang, James Shull, David Page |
| 2018 | An Approximative Bayes-Optimal Kernel Classifier Based on Version Space Reduction. | Karen Braga Enes, Saulo Moraes Villela, Gisele Lobo Pappa, Raul Fonseca Neto |
| 2018 | Estimating the Effect of Structural Damage on the Flight by Using Machine Learning. | Huseyin Seckin Dykbayir, Halil-Ibrahim Blbl |
| 2018 | Improving Multi-modal Optimization Restart Strategy Through Multi-armed Bandit. | Amaury Dubois, Julien Dehos, Fabien Teytaud |
| 2018 | Fine Object Detection in Automated Solar Panel Layout Generation. | Shantanu Deshmukh, Teng-Sheng Moh |
| 2018 | Adaptive Regularized ELM and Improved VMD Method for Multi-step ahead Electricity Price Forecasting. | S. N. Deepa, Arulmozhi Nagarajan, Gobu B, Kanimozhi P, Jaikumar S, Aruldoss Albert Victoire Tangaradjou |
| 2018 | Machine Cognition of Violence in Videos Using Novel Outlier-Resistant VLAD. | Tonmoay Deb, Aziz Arman, Adnan Firoze |
| 2018 | Sparse Kernel PCA for Outlier Detection. | Rudrajit Das, Aditya Golatkar, Suyash P. Awate |
| 2018 | Vision-Based Detection of Simultaneous Kicking for Identifying Movement Characteristics of Infants At-Risk for Neuro-Disorders. | Devleena Das, Katelyn E. Fry, Ayanna M. Howard |
| 2018 | Deep Reinforcement Learning Monitor for Snapshot Recording. | Giang Dao, Indrajeet Mishra, Minwoo Lee |
| 2018 | Annotating the Performance of Industrial Assets via Relevancy Estimation of Event Logs. | Pierre Dagnely, Tom Tourw, Elena Tsiporkova |
| 2018 | An Ensemble Approach to Time Dependent Classification. | Florian van Daalen, Evgueni N. Smirnov, Nasser Davarzani, Ralf Peeters, Jol M. H. Karel, Hans-Peter Brunner-La Rocca |
| 2018 | Predicting Secondary Equity Offerings (SEOs) Using Machine Learning. | Linlin Cui, Jianhua Chen, Wentao Wu |
| 2018 | Prediction of Sorghum Bicolor Genotype from In-Situ Images Using Autoencoder-Identified SNPs. | Mihael Cudic, Harjatin Singh Baweja, Tanvir Parhar, Stephen Nuske |
| 2018 | Multi-stream Convolutional Neural Networks for Action Recognition in Video Sequences Based on Adaptive Visual Rhythms. | Darwin Ttito Concha, Helena de Almeida Maia, Hlio Pedrini, Hemerson Tacon, Andr de Souza Brito, Hugo de Lima Chaves, Marcelo Bernardes Vieira |
| 2018 | Classifying Eligibility Criteria in Clinical Trials Using Active Deep Learning. | Ching-Hua Chuan |
| 2018 | Graph Neural Networks for IceCube Signal Classification. | Nicholas Choma, Federico Monti, Lisa Gerhardt, Tomasz Palczewski, Zahra Ronaghi, Prabhat, Wahid Bhimji, Michael M. Bronstein, Spencer R. Klein, Joan Bruna |