5 min
Over the last few years, India has emerged as among the top countries in Asia to contribute a number of research work in the field of AI, machine learning and Natural Language Processing. In this article, we take a look at the top five recent research paper submission by Indian researchers in Academia.edu.
1.Cricket Analytics and Predictor
Authors: Suyash Mahajan, Salma Shaikh, Jash Vora, Gunjan Kandhari, Rutuja Pawar,
Institute: Walchand Institute of Technology, Solapur,
Abstract: The paper embark on predicting the outcomes of Indian Premier League (IPL) cricket match using a supervised learning approach from a team composition perspective. The study suggests that the relative team strength between the competing teams forms a distinctive feature for predicting the winner. Modeling the team strength boils down to modeling individual player‘s batting and bowling performances, forming the basis of our approach.
Research Methodology: In this paper, two methodologies have been used. MySQL database is used for storing data whereas Java for the GUI. The algorithm used is Clustering Algorithm for prediction. The steps followed are as
- Begin with a decision on the value of k being the number of clusters.
- Put any initial partition that classifies the data into k clusters.
- Take every sample in the sequence; compute its distance from centroid of each of the clusters. If sample is not in the cluster with the closest centroid currently, switch this sample to that cluster and update the centroid of the cluster accepting the new sample and the cluster losing the sample.
- Priors, more specifically, the probability on distance between pairs of input pixels. The pre-trained facial landmark detector inside the dlib library is used to estimate the location of 68 (x, y)-coordinates that map to facial structures on the face.
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