International Journal of Web Applications Vladislav Vasilev 14 2 2022 https://doi.org/10.6025/ijwa/2022/14/2/35-41 https://www.dline.info/ijwa/fulltext/v14n2/ijwav14n2_2.pdf In the wireless sensor networks, the link and connectivity issues are major concern. To ensure perfect connectivity and problem-free system, is to use a robust and scalable system which is called as unsupervised learning. In this work, we have used an isomorphism of a particularly hypergraph to arrive at an efficient clustering model. We in this work further calculated the chromatic polynomial and created a chordal graph way.