| 2017 | Recognition of Acoustic Events Using Masked Conditional Neural Networks. | Fady Medhat, David Chesmore, John Robinson |
| 2017 | Incomplete Dot Products for Dynamic Computation Scaling in Neural Network Inference. | Bradley McDanel, Surat Teerapittayanon, H. T. Kung |
| 2017 | Lecture Vdeo Indexing Using Boosted Margin Maximizing Neural Networks. | Di Ma, Xi Zhang, Xu Ouyang, Gady Agam |
| 2017 | Early Prediction of College Attrition Using Data Mining. | Luiz Carlos Barbosa Martins, Rommel N. Carvalho, Ricardo S. Carvalho, Mrcio de Carvalho Victorino, Maristela Holanda |
| 2017 | Support Vector Regression for Predicting the Enhancement Duration of Software Projects. | Cuauhtmoc Lpez Martn, Shadi Banitaan, Andrs Garca-Floriano, Cornelio Yez-Mrquez |
| 2017 | An Evolutionary Learning Approach to Self-configuring Image Pipelines in the Context of Carbon Fiber Fault Detection. | Andreas Margraf, Anthony Stein, Leonhard Engstler, Steffen Geinitz, Jrg Hhner |
| 2017 | Evaluating the Use of Brazilian Companies' Financial Footnotes Texts for Debt Variation Prediction. | Augusto Cesar Araujo Maeda, Ricardo Silva Carvalho, Rommel Novaes Carvalho |
| 2017 | Learning Antecedent Structures for Event Coreference Resolution. | Jing Lu, Vincent Ng |
| 2017 | Novel Trends in Scaling Up Machine Learning Algorithms. | Noel Lopes, Bernardete Ribeiro |
| 2017 | An Ensembled RBF Extreme Learning Machine to Forecast Road Surface Temperature. | Bo Liu, Shuo Yan, Huanling You, Yan Dong, Jianqiang Li, Yong Li, Jianlei Lang, Rentao Gu |
| 2017 | Deep Transductive Nonnegative Matrix Factorization for Speech Separation. | Yalin Liu, Naiyang Guan, Jie Liu |
| 2017 | Bayesian Nonparametric Clustering of Patients with Advanced Cancer on Anxiety and Depression. | Yuelin Li, Barry Rosenfeld, Hayley Pessin, William Breitbart |
| 2017 | FIT-EVE&ADAM: Estimation of Velocity & Energy for Automated Diet Activity Monitoring. | Junghyo Lee, Prajwal Paudyal, Ayan Banerjee, Sandeep K. S. Gupta |
| 2017 | Anomaly Detection in Multivariate Non-stationary Time Series for Automatic DBMS Diagnosis. | Doyup Lee |
| 2017 | Classification of UXO Using Convolutional Networks Trained on a Limited Dataset. | Anderson Lebbad, Garrett M. Clayton, Chandrasekhar Nataraj |
| 2017 | Sequential Inverse Approximation of a Regularized Sample Covariance Matrix. | Tomer Lancewicki |
| 2017 | Machine Learning in Appearance-Based Robot Self-Localization. | Alexander P. Kuleshov, Alexander Bernstein, Evgeny Burnaev, Yury Yanovich |
| 2017 | Deep Ensembles for Imbalanced Classification. | Nataliia Kozlovskaia, Alexey Zaytsev |
| 2017 | HDLTex: Hierarchical Deep Learning for Text Classification. | Kamran Kowsari, Donald E. Brown, Mojtaba Heidarysafa, Kiana Jafari Meimandi, Matthew S. Gerber, Laura E. Barnes |
| 2017 | Performance Comparison of Algorithms for Movie Rating Estimation. | Alper Kse, Can Kanbak, Noyan Evirgen |
| 2017 | Privacy Preserving Record Linkage Using MetaSoundex Algorithm. | Keerthi Koneru, Cihan Varol |
| 2017 | Collaborative Filtering Based on the Latent Class Model for Attributes. | Manabu Kobayashi, Kenta Mikawa, Masayuki Goto, Toshiyasu Matsushima, Shigeichi Hirasawa |
| 2017 | Multiple Kernel Learning Using Sparse Representation. | Nicholas Klausner, Mahmood R. Azimi-Sadjadi |
| 2017 | Anomaly Prediction Based on k-Means Clustering for Memory-Constrained Embedded Devices. | Yuto Kitagawa, Tasuku Ishigoka, Takuya Azumi |
| 2017 | Time-Sensitive Adaptation of Regularization Strength of Recurrent Neural Networks for Accurate Learning. | Kangil Kim |