| 2019 | Hydropower Optimization Using Split-Window, Meta-Heuristic and Genetic Algorithms. | Jivitesh Sharma, Bernt Viggo Matheussen, Sondre Glimsdal, Ole-Christoffer Granmo |
| 2019 | Identifying Laguerre-Gaussian Modes using Convolutional Neural Network. | Safura Sharifi, Sofia Brown, Irina Novikova, Eugeniy E. Mikhailov, Georgios Veronis, Jonathan Dowling, Yaser Banadaki, Elisha Siddiqui, Savannah Cuzzo, Narayan Bhusal, Lior Cohen, Austin Kalasky, Nik Prajapati, Rachel Soto-Garcia |
| 2019 | Radar-Based Non-intrusive Fall Motion Recognition using Deformable Convolutional Neural Network. | Yogesh Shankar, Souvik Hazra, Avik Santra |
| 2019 | Text Similarity in Vector Space Models: A Comparative Study. | Omid Shahmirzadi, Adam Lugowski, Kenneth Younge |
| 2019 | Domain Mixture: An Overlooked Scenario in Domain Adaptation. | Sebastian Schrom, Stephan Hasler |
| 2019 | Hexagonal Image Processing in the Context of Machine Learning: Conception of a Biologically Inspired Hexagonal Deep Learning Framework. | Tobias Schlosser, Michael Friedrich, Danny Kowerko |
| 2019 | Enhancing Decision Tree Based Interpretation of Deep Neural Networks through L1-Orthogonal Regularization. | Nina Schaaf, Marco F. Huber, Johannes Maucher |
| 2019 | Entity Set Expansion for Detecting Fashion Trends. | Sagnik Sarkar, Maulik Parmar, Sumeet Sandhu |
| 2019 | Computer-Aided Diagnosis using Class-Weighted Deep Neural Network. | Pritam Sarkar, Vandad Davoodnia, Ali Etemad |
| 2019 | Machine Learning Models to Identify the Risk of Modern Slavery in Brazilian Cities. | Marlu da Silva Santos, Marcelo Ladeira, Gustavo Cordeiro Galvo Van Erven, Gladston Luiz da Silva |
| 2019 | Genetic Algorithms for Feature Selection in the Children and Adolescents Depression Context. | Renata C. Santana, Bruno Csar dos Santos, Thiago H. N. de Lima, Maycoln L. M. Teodoro, Saulo Pinto, Luiz Zrate, Cristiane Nobre |
| 2019 | MobileNet-Tiny: A Deep Neural Network-Based Real-Time Object Detection for Rasberry Pi. | Nithesh Singh Sanjay, Ali Ahmadinia |
| 2019 | An Online Incremental Clustering Framework for Real-Time Stream Analytics. | Carlos Salort Snchez, Radu Tudoran, Mohamad Al Hajj Hassan, Stefano Bortoli, Goetz Brasche, Jan Baumbach, Cristian Axenie |
| 2019 | Unsupervised Learning on the Health and Retirement Study using Geometric Data Analysis. | Reinaldo Sanchez-Arias, Roberto Williams Batista |
| 2019 | A Fast and Light Weight Deep Convolution Neural Network Model for Cancer Disease Identification in Human Lung(s). | Siva Skandha Sanagala, Suneet K. Gupta, Vijaya Kumar Koppula, Mohit Agarwal |
| 2019 | Comparing the Modeling Powers of RNN and HMM. | Achille Salan, Yohan Petetin, Franois Desbouvries |
| 2019 | LSTM Based Bearing Fault Diagnosis of Electrical Machines using Motor Current Signal. | Russell Sabir, Daniele Rosato, Sven Hartmann, Clemens Ghmann |
| 2019 | Pattern and Anomaly Localization in Complex and Dynamic Data. | Sid Ryan, Roberto Corizzo, Iluju Kiringa, Nathalie Japkowicz |
| 2019 | Deep Learning Versus Conventional Learning in Data Streams with Concept Drifts. | Sid Ryan, Roberto Corizzo, Iluju Kiringa, Nathalie Japkowicz |
| 2019 | On Activity Identification Pipelines for a Low-Accuracy EEG Device. | kos Rudas, Sndor Laki |
| 2019 | RF Transmitter Fingerprinting Exploiting Spatio-Temporal Properties in Raw Signal Data. | Debashri Roy, Tathagata Mukherjee, Mainak Chatterjee, Eduardo Pasiliao |
| 2019 | An Industry Case of Large-Scale Demand Forecasting of Hierarchical Components. | Rodrigo Rivera-Castro, Ivan Nazarov, Yuke Xiang, Ivan Maksimov, Aleksandr Pletnev, Evgeny Burnaev |
| 2019 | Learning Curve Estimation with Large Imbalanced Datasets. | Aaron N. Richter, Taghi M. Khoshgoftaar |
| 2019 | A Voice Interactive Multilingual Student Support System using IBM Watson. | Kennedy Ralston, Yuhao Chen, Haruna Isah, Farhana H. Zulkernine |
| 2019 | Web User Authentication Using Chosen Word Keystroke Dynamics. | Khandaker Abir Rahman, Deepak Neupane, Abdulrahman Zaiter, Md. Shafaeat Hossain |