3 citations
3 papers
Divide and Conquer: an Accurate Machine Learning Algorithm to Process Split Videos on a Parallel Processing Infrastructure
Walter M. Mayor Toro, Juan C. Perafan Villota, Oscar H. Mondragon +1
Every day the number of traffic cameras in cities rapidly increase and huge amount of video data are generated. Parallel processing infrastruture, such as Hadoop, and programming m…
Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data
Johan S. Obando-Ceron, Victor Romero Cano, Walter Mayor Toro
This paper presents a framework for efficiently learning feature selection policies which use less features to reach a high classification precision on large unstructured data. It…
Optimal Control Approach for Implementation of Sterile Insect Techniques
Pierre-Alexandre Bliman, Daiver Cardona-Salgado, Yves Dumont +1
Vector or pest control is essential to reduce the risk of vector-borne diseases or crop losses. Among the available biological control tools, the Sterile Insect Technique (SIT) is…