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. |