Proposal for the Inaugural Pan-American Workshop on Machine Learning and Artificial Intelligence (PWML) 2024

We introduce the first session of the Pan-American Workshop on Machine Learning (PWML) to take place in the city of Cusco, Peru as part of the Andescon conference, a well-known and established conference in the area of technology and innovation. The date to be chosen is September 11th, 2024. Our vision is to create an environment where top active researchers from the American continent can interact and collaborate in the area of machine learning and artificial intelligence. AI/ML is an area of rapid development with projections to cover many areas in industry and government, especially in the area of military defense. Our objective is to bring in top scientists from different countries in the American continent to collaborate in solving very hard problems in AI/ML that are complex in nature and need great investment of funding and talent.

Due to recent advances in artificial intelligence and machine learning, this new area of research and technology is quickly advancing and a need to create a collaborative community and network of scientists and researchers in Central and South America is imperative for encouraging and fostering technological advances in these countries while bringing together think-tank communities of and socio-economical development to Southern neighboring countries. Thus, a conference as the one being proposed is imperative for the development of a strong community of researchers in Central and Latin America to collaborate with researchers in the US.

Promoting Cutting-Edge Research: Facilitate discussions on the latest developments in machine learning with a special focus on areas such as computer vision, remote sensing, medical imaging, etc. Encouraging Pan-American Collaboration: Strengthen the ties between researchers, practitioners, and institutions across North, Central, and South America. Industry-Academia Bridge: Create a platform for industry leaders to interact with academic researchers, fostering real-world applications of theoretical research. Diverse Application Showcase: Highlight machine learning's versatility across various sectors, including healthcare, environmental monitoring, and technology.

Difusión de investigaciones seleccionadas. - YOLO-Based Marine and Coastal Wildlife Monitoring System Using Instance Segmentation: A Galapagos Island Study. - Frame deletion detection in videos using Convolutional Neural Networks. - An Application of Convolutional Neural Networks for Archaeological Andean Pottery. - Automatic event classification in soccer videos using Deep Convolutional Networks. - Transforming Agriculture: Drones Enhancing Livestock Management with AI Precision. - Early Prediction Model for Anemia in Infants Using Clinical Data from Perú Applying Supervised Machine Learning Algorithms. - Optimizing Energy Storage Systems Deployment in Smart Grids. - A Skills-based Approach to Policy Creation in Environment Evolution Learning. - An efficient automatic classification model to identify images of commercial starchy corn. - Optimization of sensor measurements to grinding control process using machine learning techniques.

- Academics and Researchers in Machine Learning and related fields. - Industry Professionals interested in the application of machine learning. - Students and Early Career Researchers seeking knowledge and networking opportunities.

Evento

Disciplinario

ADMINISTRADO

CALLAO - CALLAO - CALLAO

• 20 — Control y automatización

Ingeniería, Tecnología - Ingeniería eléctrica, Ingeniería electrónica - Sistemas de automatización, Sistemas de control

AIR FORCE OFFICE OF SCIENTIFIC RESEARCH