ID | Paper Title | Author Names | PDF | Poster | Citation |
| 10 | Of Stacks and Muses: Adventures in Learning Analytics at Marist College
General Machine Learning Poster | Eitel J. M. Lauria |
 |
 | Lauria, E. J. M., (2019). Of Stacks and Muses: Adventures in Learning Analytics at Marist College [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 29 | A study of the application of computational intelligence and machine learning techniques in business process mining - A brief
Applications Poster | Ana Rocio Cardenas Maita |
|
| Cardenas Maita, A. R., (2019). A study of the application of computational intelligence and machine learning techniques in business process mining - A brief [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 1 | Asking Friendly Strangers: Non-Semantic Attribute Transfer
Deep Learning Poster | Nils Murrugarra-Llerena |
|
| Murrugarra-Llerena, N., (2019). Asking Friendly Strangers: Non-Semantic Attribute Transfer [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 7 | Hand Posture Recognition Using Convolutional Neural Network
Deep Learning Poster | Dennis H. Nunez Fernandez |
|
| Nunez Fernandez, D. H., (2019). Hand Posture Recognition Using Convolutional Neural Network [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 9 | ML-Based Feature Importance Estimation for Predicting Unethical Behaviour under Pressure
Applications Poster | Pablo Rivas |
|
| Rivas, P., (2019). ML-Based Feature Importance Estimation for Predicting Unethical Behaviour under Pressure [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 11 | An interpretable machine learning methodology for well data integration and sweet spotting identification
General Machine Learning Poster | Jorge Luis Guevara Diaz |
|
| Guevara Diaz, J. L., (2019). An interpretable machine learning methodology for well data integration and sweet spotting identification [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 14 | Global Sensitivity Analysis of MAP inference in Selective Sum-Product Networks
General Machine Learning Poster | Julissa G. Villanueva Llerena |
|
| Villanueva Llerena, J. G., (2019). Global Sensitivity Analysis of MAP inference in Selective Sum-Product Networks [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 27 | Challenges and Issues on Artificial Hydrocarbon Networks: The Chemical Nature of Data-Driven Approaches
Applications Poster | Hiram Ponce |
|
| Ponce, H., (2019). Challenges and Issues on Artificial Hydrocarbon Networks: The Chemical Nature of Data-Driven Approaches [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 30 | Toward General Intelligence: The Role of Inhibition and Iteration
General Machine Learning Poster | Abel Torres Montoya |
|
| Torres Montoya, A., (2019). Toward General Intelligence: The Role of Inhibition and Iteration [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 31 | Deep Genetic Programming
Applications Poster | Lino A. Rodriguez Coayahuitl |
|
| Rodriguez Coayahuitl, L. A., (2019). Deep Genetic Programming [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 33 | Usage of street-level imagery for city-wide graffiti mapping
Applications Poster | Eric K. Tokuda |
|
| Tokuda, E. K., (2019). Usage of street-level imagery for city-wide graffiti mapping [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 44 | A classic approach to detect potato diseases
Applications Poster | Jeffri Murrugarra Llerena |
|
| Murrugarra Llerena, J., (2019). A classic approach to detect potato diseases [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 39 | SQL for GPU Data Frames in RAPIDS AI: Accelerating end-to-end data science workflows using GPUs
Applications Poster | Alexander A. Ocsa |
|
| Ocsa, A. A., (2019). SQL for GPU Data Frames in RAPIDS AI: Accelerating end-to-end data science workflows using GPUs [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 51 | Unsupervised Text Analysis in Applied Settings: A Case Study in Education
Applications Poster | Aaron J. Alvero |
|
| Alvero, A.J., (2019). Unsupervised Text Analysis in Applied Settings: A Case Study in Education [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 2 | Learning of Weighted Dynamic Multi-layer Networks via Latent Gaussian Processes
Deep Learning Poster | Christian U. Carmona |
|
| Carmona, C. U., (2019). Learning of Weighted Dynamic Multi-layer Networks via Latent Gaussian Processes [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 3 | Dynamic interaction network inference from longitudinal microbiome data
Applications Poster | Jose Lugo-Martinez |
|
| Lugo-Martinez, J., (2019). Dynamic interaction network inference from longitudinal microbiome data [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 5 | SafePredict: Transfer Learning Using Digital Colposcopy and Microendoscopy Images Collected in Rural Brazil
Applications Poster | CJ Barberan |
|
| Barberan, CJ., (2019). SafePredict: Transfer Learning Using Digital Colposcopy and Microendoscopy Images Collected in Rural Brazil [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 6 | Work in Progress - Y-GAN: A Generative Adverserial Network for Depthmap Estimation from Multi-camera Stereo Images
Deep Learning Poster | Miguel Alonso Jr. |
|
| Alonso Jr., M., (2019). Work in Progress - Y-GAN: A Generative Adverserial Network for Depthmap Estimation from Multi-camera Stereo Images [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 8 | Classification in biological networks with hypergraphlet kernels
Applications Poster | Jose Lugo-Martinez |
|
| Lugo-Martinez, J., (2019). Classification in biological networks with hypergraphlet kernels [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 12 | Improving Semantic Segmentation of 3D Medical Images on 3D Convolutional Neural Networks
Deep Learning Poster | Alejandra Marquez Herrera |
|
| Marquez Herrera, A., (2019). Improving Semantic Segmentation of 3D Medical Images on 3D Convolutional Neural Networks [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 13 | Object Segmentation by Oriented Image Foresting Transform with Connectivity Constraints
Deep Learning Poster | Lucy Alsina Choque Mansilla |
|
| Choque Mansilla, L. A., (2019). Object Segmentation by Oriented Image Foresting Transform with Connectivity Constraints [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 15 | Recognition of Genetic Disorders Based on Deep Features and Geometric Representation
Deep Learning Poster | Jadisha Yarif Ramirez Cornejo |
|
| Ramirez Cornejo, J. Y., (2019). Recognition of Genetic Disorders Based on Deep Features and Geometric Representation [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 16 | Extensions of a Hierarchical Graph Approach in Multi-Region Segmentation
Deep Learning Poster | Leissi Margarita M. Castaneda Leon |
|
| Castaneda Leon, L. M. M., (2019). Extensions of a Hierarchical Graph Approach in Multi-Region Segmentation [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 17 | Sleep/wake classification with pulse oximeter signals using recurrent neural networks
Deep Learning Poster | Ramiro Casal |
|
| Casal, R., (2019). Sleep/wake classification with pulse oximeter signals using recurrent neural networks [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 18 | Automatic Gun Detection using Fast-RCNN on extreme illumination conditions
Applications Poster | Elian Raquel Laura Riveros |
|
| Laura Riveros, E. R., (2019). Automatic Gun Detection using Fast-RCNN on extreme illumination conditions [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 20 | Meta-learning of textual representations
General Machine Learning Poster | Jorge G. Madrid |
|
| Madrid, J. G., (2019). Meta-learning of textual representations [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 21 | User-guided Dimensionality Reduction Ensembles
General Machine Learning Poster | Gladys Marleny Hilasaca |
|
| Hilasaca, G. M., (2019). User-guided Dimensionality Reduction Ensembles [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 22 | Spatio-temporal air pollution modelling to predict environmental risk areas in Mexico City
Applications Poster | Karol Baca-Lopez |
|
| Baca-Lopez, K., (2019). Spatio-temporal air pollution modelling to predict environmental risk areas in Mexico City [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 24 | Deep Reinforcement Learning for Predicting Interest on Crisis-Related Twitter Conversations
Applications Poster | Johnny Torres |
|
| Torres, J., (2019). Deep Reinforcement Learning for Predicting Interest on Crisis-Related Twitter Conversations [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 26 | Anti Spoofing Face Detection Technique based on Transfer Learning Convolutional Neural Networks and Real-Time Facial Landmark Detection
Deep Learning Poster | Renato A. Castro |
|
| Castro, R. A., (2019). Anti Spoofing Face Detection Technique based on Transfer Learning Convolutional Neural Networks and Real-Time Facial Landmark Detection [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 28 | Community-based anomalous event detection in temporal networks
Applications Poster | Pablo Moriano |
|
| Moriano, P., (2019). Community-based anomalous event detection in temporal networks [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 34 | Relative Fuzzy Connectedness on Directed Graphs and its Application in a Hybrid Method for Interactive Image Segmentation
Deep Learning Poster | Hans Harley Bejar Ccacyahuillca |
|
| Bejar Ccacyahuillca, H. H., (2019). Relative Fuzzy Connectedness on Directed Graphs and its Application in a Hybrid Method for Interactive Image Segmentation [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 35 | Understanding galaxy classification with deep learning
Deep Learning Poster | Joseph H. Murrugarra LLerena |
|
| Murrugarra LLerena, J. H., (2019). Understanding galaxy classification with deep learning [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 37 | Modeling and Prediction of El Niño in Piura Using Artifical Neural Networks
Applications Poster | Flabio Gutierrez |
|
| Gutierrez, F., (2019). Modeling and Prediction of El Niño in Piura Using Artifical Neural Networks [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 38 | Probabilistic Perception System for Object Classification Based on Camera - LiDAR Sensor Fusion
Applications Poster | Johan Samir Obando Ceron |
|
| Obando Ceron, J. S., (2019). Probabilistic Perception System for Object Classification Based on Camera - LiDAR Sensor Fusion [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 40 | Semantic Data Integration for Public Health in Brazil
Applications Poster | Debora Lina Nascimento Ciriaco Pereira |
|
| Ciriaco Pereira, D. L. N., (2019). Semantic Data Integration for Public Health in Brazil [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 41 | GAF-CNN-LSTM for Multivariate Time-Series Images Forecasting
General Machine Learning Poster | Edson Luque |
|
| Luque, E., (2019). GAF-CNN-LSTM for Multivariate Time-Series Images Forecasting [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 43 | Ensemble Pruning via Margin Maximization
General Machine Learning Poster | Waldyn G. Martinez |
|
| Martinez, W. G., (2019). Ensemble Pruning via Margin Maximization [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 45 | POS-tags features for Protein-Protein Interaction Extraction from Biomedical Articles
Applications Poster | Pedro Shiguihara |
|
| Shiguihara, P., (2019). POS-tags features for Protein-Protein Interaction Extraction from Biomedical Articles [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 47 | Loco: A locomotion framework for DeepRL research
Deep Learning Poster | Wilbert Pumacay |
|
| Pumacay, W., (2019). Loco: A locomotion framework for DeepRL research [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 48 | Performing Deep Recurrent Double Q-Learning for Atari Games
Deep Learning Poster | Felipe A. Moreno-Vera |
|
| Moreno-Vera, F. A., (2019). Performing Deep Recurrent Double Q-Learning for Atari Games [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
