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Accepted Papers

Oral Presentations

ID

Paper Title

Author Names

PDF

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

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. 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.

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