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This paper presents a new bio-inspired algorithm motivated by the echolocation behavior of bats for seismic hazard states prediction in coal mines based on previously recorded data. It is a distance calculation based approach, Results were very satisfactory in a manner that encourage us to continue working on this approach. The implementation of the algorithm touches three fields of studies, data discovery or so called data mining, bio inspired techniques, and seismic hazards predictions.<\/p>","DOI":"10.4018\/ijsir.2017070101","type":"journal-article","created":{"date-parts":[[2017,5,5]],"date-time":"2017-05-05T08:35:57Z","timestamp":1493973357000},"page":"1-18","source":"Crossref","is-referenced-by-count":2,"title":["A Novel Bio Inspired Algorithm Based on Echolocation Mechanism of Bats for Seismic States Prediction"],"prefix":"10.4018","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5924-9888","authenticated-orcid":true,"given":"Mohamed Elhadi","family":"Rahmani","sequence":"first","affiliation":[{"name":"GeCoDe Laboratory, Dr. Tahar Moulay University of Saida, Saida, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9327-7903","authenticated-orcid":true,"given":"Abdelmalek","family":"Amine","sequence":"additional","affiliation":[{"name":"GeCoDe Laboratory, Dr. Tahar Moulay University of Saida, Saida, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Reda Mohamed","family":"Hamou","sequence":"additional","affiliation":[{"name":"GeCoDe Laboratory, Dr. Tahar Moulay University of Saida, Saida, Algeria"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"IJSIR.2017070101-0","article-title":"Analiza mo\u017cliwo\u015bci weryfikacji modelu numerycznego na podstawie pomiar\u00f3w i bada\u0144 wykonanych w trakcie realizacji obiektu. 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