Srishti Sharma

Ahmedabad University · School of Engineering and Applied Sciences

Predictive sports data analytics can be revolutionary for sports performance. Existing literature discusses players' or teams' performance, independently or in tandem. Using Machine Learning (ML), this paper aims to holistically evaluate player-, team-, and conference (season)-level performances in Division-1 Women's basketball. The players were mo...

Competitive sports require rapid and intense movements , such as jump landings, making athletes susceptible to injuries due to altered neuromuscular control and joint mechanics. Biomechanical features during landings are associated with injury risk, emphasizing proper movement and postural stability. Computer vision techniques offer a time-efficien...

Disaster is a term used for an unusual event that has a negative impact on life, environment, and materials. This event is more unwanted than unusual as most of the time this is caused due to reasons, we remain unaware of. Disasters could be natural or man-made like floods, earthquakes, volcanic eruptions, accidents, gas leakage, forest fire, etc....

We investigated the impact of sleep and training load of Division - 1 women’s basketball players on their game performance and injury prediction using machine learning algorithms. The data was collected during a pandemic-condensed season with unpredictable interruptions to the games and athletic training schedules. We collected data from sleep moni...

Global energy consumption hikes and natural resource depletion calls for fine-grained energy consumption on necessity basis. Our work focuses on the implementation of the concept of Green Internet of Things (Green IoT); using Internet of Things based architecture to induce autonomous sleep cycles in publically shared everyday usage appliances such...

Internet of Things (IoT) is the extension of Internet into the physical environment around us; by the embodiment of electronics into the everyday physical objects that we tend to use. This makes the digital and physical entities linked by the means of appropriate communication technologies. Penetration of these everyday objects into the web strengt...