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In search for the possible astrophysical sources behind origination of thediverse gamma-ray bursts, cluster analyses are performed to find homogeneousgroups, which discover an intermediate group other than the conventional shortand long bursts. However, very recently, few studies indicate a possibility ofthe existence of more than three (namely five) groups. Therefore, in thispaper, fuzzy clustering is conducted on the gamma-ray bursts from the final'Burst and Transient Source Experiment' catalog to cross-check the significanceof these new groups. Meticulous study on individual bursts based on theirmemberships in the fuzzy clusters confirms the previously well-known threegroups against the newly found five.

Distinction of groups of gamma-ray bursts in the BATSE catalog through fuzzy clustering