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TYolov5: A Temporal Yolov5 detector based on quasi-recurrent neural networks for real-time handgun detection in video
(Instituto Tecnológico y de Estudios Superiores de Monterrey, 2020-12-01)
Timely handgun detection is a crucial problem to improve public safety; nevertheless, the effectiveness of many surveillance systems, still depend of finite human attention. Much of the previous research on handgun detection ...
A Deep Learning-based Algorithm for the Routing Problem in Vehicular Delay-Tolerant Networks
(Instituto Tecnológico y de Estudios Superiores de Monterrey, 2020-06-11)
The exponential growth of cities across the world has brought along important challenges such as waste management, pollution and overpopulation, and transportation administration. To mitigate these problems, the idea of ...
Machine learning techniques for automatic evaluation and classification of pronunciation level of speakers in language practise platforms
(Instituto Tecnológico y de Estudios Superiores de Monterrey, 2020)
Speaking evaluation implies areas such as pronunciation, fluency, structure, and vocabulary. The present research work focuses on automatic pronunciation evaluation. We propose a supervised Machine Learning method to ...
Hybrid Recommender System for a Context Aware Recommendation in the Film Domain
(Instituto Tecnológico y de Estudios Superiores de Monterrey, 2020-06)
Recommendation systems aim to offer personalized help in discovering relevant content. Several approaches have been designed for providing better recommendations that satisfy users’ needs. Based on ratings, on content, or ...
ANOSCAR: An image captioning model and dataset designed from OSCAR and the video dataset of activitynet
(Instituto Tecnológico y de Estudios Superiores de Monterrey, 2021-07-01)
Activity Recognition and Classification in video sequences is an area of research that has
received attention recently. However, video processing is computationally expensive, and its
advances have not been as extraordinary ...
Analyzing fan avidity for soccer prediction
(Instituto Tecnológico y de Estudios Superiores de Monterrey, 2021-09)
Beyond being a sport, soccer has built up communities. Fans showing interest, involvement, passion and loyalty to a particular team, something known as Fan Avidity, have strengthen the sport business market. Social Networks ...