ID | Paper Title | Author Names | PDF | Poster | Pitch | Citation |
1 | Predicting Legal Proceedings Status: an Approach Based on Sequential Texts Applications Deep Learning Poster | Felipe Maia Polo, Itamar Chiochetti, Emerson Bertolo | | | | Polo, F. M. et al., (2020). Predicting Legal Proceedings Status: an Approach Based on Sequential Texts [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
3 | Towards an automated classification method for ureteroscopic in vivo kidney stone images using machine learning techniques Machine Learning Applications Poster | Gilberto Ochoa-Ruiz | | | | Ochoa-Ruiz, G., (2020). Towards an automated classification method for ureteroscopic in vivo kidney stone images using machine learning techniques [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
6 | Laguerre-Gauss Preprocessing: Line Profiles as Image Features for Aerial Images Classification Applications Machine Learning Poster | Alejandro Murillo González | | | | Murillo González, A., (2020). Laguerre-Gauss Preprocessing: Line Profiles as Image Features for Aerial Images Classification [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
13 | Feedback Controller for 3D Dynamic Walking using Reinforcement Learning and Hybrid Zero Dynamics Reinforcement Learning Applications Poster | Guillermo A. Castillo Martinez, Bowen Weng, Wei Zhang, Ayonga Hereid | | | | Castillo Martinez, G. A. et al., (2020). Feedback Controller for 3D Dynamic Walking using Reinforcement Learning and Hybrid Zero Dynamics [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
14 | Word Embeddings to analyze Peruvian computing curriculums Applications Deep Learning Poster | Jeffri Murrugarra Llerena | | | | Murrugarra Llerena, J., (2020). Word Embeddings to analyze Peruvian computing curriculums [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
15 | KutralNet: A Portable Deep Learning Model for Fire Recognition Deep Learning Machine Learning Poster | Angel Ayala, Bruno Fernandes, Francisco Cruz, David Macedo, Adriano Oliveira, Cleber Zanchettin | | | | Ayala, A. et al., (2020). KutralNet: A Portable Deep Learning Model for Fire Recognition [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
18 | Dynamic Sign Language Recognition combining Dynamic Images and Convolutional Neural Networks Deep Learning Computer Vision Poster | Lourdes Ramírez Cerna, Edwin J. Escobedo Cardenas | | | | Ramírez Cerna, L. et al., (2020). Dynamic Sign Language Recognition combining Dynamic Images and Convolutional Neural Networks [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
23 | Breaking the State of the Art in dialects of Spanish Sentiment Analysis Deep Learning Machine Learning Poster | Daniel Alfredo Palomino Paucar | | | | Palomino Paucar, D. A., (2020). Breaking the State of the Art in dialects of Spanish Sentiment Analysis [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
25 | Adversarial Effects of Intermediate Latency in Active Learning on Data Streams Machine Learning Applications Poster | Pedro Henrique Parreira, Ronaldo Cristiano Prati | | | | Parreira, P. H. et al, (2020). Adversarial Effects of Intermediate Latency in Active Learning on Data Streams [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
26 | Semantic Segmentation Through Graph Neural Network Blocks Deep Learning Applications Poster | Darwin D. Saire Pilco, Salvatore-Antoine Tabbone | | | | Saire Pilco, D. D. et al, (2020). Semantic Segmentation Through Graph Neural Network Blocks [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
28 | Reduced Communication in Federated Learning Through Optimal Client Sampling Machine Learning Deep Learning Poster | Monica Ribero Diaz, Haris Vikalo | | | | Ribero Diaz, M. et al, (2020). Reduced Communication in Federated Learning Through Optimal Client Sampling [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
29 | Impacts, Potentials, and Trends of Machine Learning in Industry 4.0: An Overview Applications Machine Learning Poster | Maiza Oliveira, Douglas Cordeiro, Nubia Rosa Da Silva | | | | Da Silva, N. R. et al, (2020). Impacts, Potentials, and Trends of Machine Learning in Industry 4.0: An Overview [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
31 | Kernel Latent Regularization for Feature Selection in Tumor Classification Machine Learning Applications Poster | Martin Palazzo, Patricio Yankilevich, Pierre Beauseroy | | | | Palazzo, M. et al., (2020). Kernel Latent Regularization for Feature Selection in Tumor Classification [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
32 | Identification of Circulating Information on Corruption in Brazil Using Data Mining and Machine Learning Applications Machine Learning Poster | Douglas F. Cordeiro, Nubia Da Silva, Katia Kelvis Cassiano | | | | Cordeiro, D. F. et al, (2020). Identification of Circulating Information on Corruption in Brazil Using Data Mining and Machine Learning [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
40 | When Do Ranking Algorithms Reinforce, Replicate, or Weaken Inequalities in Directed Social Networks? Applications Machine Learning Poster | Lisette E. Espin Noboa, Fariba Karimi, Markus Strohmaier, Claudia Wagner | | | | Espin Noboa, L. E. et al, (2020). When Do Ranking Algorithms Reinforce, Replicate, or Weaken Inequalities in Directed Social Networks? [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
42 | Topologically-based Variational Autoencoder for Time Series Classification Applications Deep Learning Poster | Rodrigo Rivera | | | | Rivera, R., (2020). Topologically-based Variational Autoencoder for Time Series Classification [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
22 | A Comparative Analysis of COVID-19 Trends in Colombia for Policy Makers Applications Machine Learning Poster | Diana M. Diaz Herrera | | | | Diaz Herrera, D. M., (2020). A Comparative Analysis of COVID-19 Trends in Colombia for Policy Makers [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |
16 | Beacon classifier Machine Learning Applications Poster | Vanessa J. Meraz, Jorge Munoz | | | | Meraz, V. J. et al., (2020). Beacon classifier [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2020, Virtual. |