Conference Agenda
Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
Please note that all times are shown in the time zone of the conference. The current conference time is: 24th Aug 2026, 05:32:45am America, Santiago
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Daily Overview |
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3A: Computer Science Virtual location: VIRTUAL: Agora Meetings | |
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12:04pm - 12:12pm
Benchmarking Machine Learning Models for Predicting the Average Weight of Oncorhynchus Mykiss in High Andean Fish Farming Universidad Privada del Norte - (PE), Perú The present research compares Machine Learning models to predict growth (average final weight) and support profitability decisions in a high Andean fish farm. Linear and Random Forest Regression were evaluated using a set of 500 weekly records, integrating historical data provided by the fish farm and synthetic data generated within validated physicochemical ranges. The results concluded with a high performance in the growth prediction (R²>0.98) and adequate performance in profitability (R²≈0.87). In addition, the profitability classifier achieved 0.93 accuracy, suggesting operational utility as an early warning. | |