Accepted Papers
Oral Presentations
ID | Paper Title | Author Names | | Poster | Pitch | Citation |
|---|---|---|---|---|---|---|
| 19 | Classification of atrial electrograms in atrial fibrillation using Information Theory-based measures General Machine Learning Oral | Jonathan Nicolet |  |  |  | Nicolet, J., (2019). Classification of atrial electrograms in atrial fibrillation using Information Theory-based measures [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. https://doi.org/10.52591/lxai201906151 |
| 36 | High-level Features for Multimodal Deception Detection in Videos General Machine Learning Oral | Rodrigo Rill-Garcia | | | | Rill-Garcia, R., (2019). High-level Features for Multimodal Deception Detection in Videos [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. https://doi.org/10.52591/lxai201906152 |
| 4 | SafePredict: A Machine Learning Meta-Algorithm That Uses Refusals to Guarantee Correctness General Machine Learning Oral | David Ramirez | | | | Ramirez, D., (2019). SafePredict: A Machine Learning Meta-Algorithm That Uses Refusals to Guarantee Correctness [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. https://doi.org/10.52591/lxai2019061513 |
| 46 | Learning Attention Maps for Unsupervised Depth Estimation in Monocular Videos Deep Learning Oral | Julio Cesar Mendoza Bobadilla | | | | Mendoza Bobadilla, J. C., (2019). Learning Attention Maps for Unsupervised Depth Estimation in Monocular Videos [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. https://doi.org/10.52591/lxai201906153 |
| 32 | AI for Agriculture: Estimate Vigor on California Vineyards for Precision Agriculture Applications Oral | Maria Pantoja | | | | Pantoja, M., (2019). AI for Agriculture: Estimate Vigor on California Vineyards for Precision Agriculture [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. https://research.latinxinai.org/papers/icml/2019/pdf/Oral_Maria_Pantoja.pdf |
| 49 | Multivariate Time Series Visualization for Sleep Electroencephalograms General Machine Learning Oral | Rosa Yuliana Gabriela Paccotacya Yanque | | | | Paccotacya Yanque, R. Y. G., (2019). Multivariate Time Series Visualization for Sleep Electroencephalograms [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. https://research.latinxinai.org/papers/icml/2019/pdf/Oral_Rosa_Paccotacya.pdf |
| 23 | Semi-supervised Learning using Deep Generative Models and Metric Embedding Auxiliary Task Deep Learning Oral | Jhosimar Arias Figueroa | | | | Arias Figueroa, J., (2019). Semi-supervised Learning using Deep Generative Models and Metric Embedding Auxiliary Task [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 42 | An improved feature extractor for the LiDAR Odometry and Mapping algorithm Applications Oral | Clayder A. Gonzalez | | | | Gonzalez, C. A., (2019). An improved feature extractor for the LiDAR Odometry and Mapping algorithm [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 50 | Towards Disentangled Representations via Variational Sparse Coding General Machine Learning Oral | Robert A. Aduviri | | | | Aduviri, R. A., (2019). Towards Disentangled Representations via Variational Sparse Coding [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
| 25 | Learning to Control on Associative Arrays for Few-Shot Learning General Machine Learning Oral | Omar U. Florez | | | | Florez, O. U., (2019). Learning to Control on Associative Arrays for Few-Shot Learning [Oral Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. |
Poster Presentations
ID | Paper Title | Author Names | | 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. https://doi.org/10.52591/lxai201906156 |
| 29 | A study of the application of computational intelligence and machine learning techniques in business process mining 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 [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. https://doi.org/10.52591/lxai201906158 |
| 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. https://doi.org/10.52591/lxai2019061510 |
| 34 | Oriented relative fuzzy connectedness: theory, algorithms, and its applications in hybrid image segmentation methods Deep Learning Poster | Hans Harley Bejar Ccacyahuillca | | | Bejar Ccacyahuillca, H. H., (2019). Oriented relative fuzzy connectedness: theory, algorithms, and its applications in hybrid image segmentation methods [Poster Presentation]. International Conference on Machine Learning: LatinX in AI (LXAI) Research Workshop 2019, California, USA. https://research.latinxinai.org/papers/icml/2019/pdf/Poster_Hans_BejarV2.pdf |
| 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. https://research.latinxinai.org/papers/icml/2019/pdf/Poster_Nils_Murrugarra-Llerena.pdf |
| 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. https://doi.org/10.52591/lxai201906154 |
| 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. https://doi.org/10.52591/lxai201906155 |
| 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. https://research.latinxinai.org/papers/icml/2019/pdf/Poster_Jorge_Guevara.pdf |
| 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. https://research.latinxinai.org/papers/icml/2019/pdf/Poster_Julissa_Villanueva.pdf |
| 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. https://research.latinxinai.org/papers/icml/2019/pdf/Poster_Jorge_Madrid.pdf |
| 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. https://doi.org/10.52591/lxai201906157 |
| 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. https://doi.org/10.52591/lxai201906159 |
| 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. https://doi.org/10.52591/lxai2019061512 |
| 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. https://research.latinxinai.org/papers/icml/2019/pdf/Poster_Jeffri_Murrugarra.pdf |
| 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. https://research.latinxinai.org/papers/icml/2019/pdf/Poster_Alexander_Ocsa.pdf |
| 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. https://doi.org/10.52591/lxai2019061511 |
| 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. |
| 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. |
| 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. |