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TRtfCJNG DAI HQC AN GIANG KHOA KY THUAT - CONG NGH - MOI TRt/ONG PHAM THI DIEM KHOA LUAN TOT NGHIEP DAI HQC NGANH CU^ NHAN TIN HQC PHAN CUM DtT LIEU THE HIEN GIEN TRUC5NG D^l HOC AN GIANG TH^VIEN Giang vien huffng dan: Ts NGUYEN VAN HOA An Giang, 05/2011 Khoa luan: Phari cum die li^tithe hi^n gien LCHCAMON Truoc tien, em xin to long biet on sau sac clen giang vien Ts.Nguyen van Hoa da tan tinh hudrng dan em thai gian qua Em chan cam on quy thay co khoa Ky thuat - Cong nghe - Moi tniang noi rieng va truang Dai Hqc An Giang noi chung da day Mo, cung cap nhung kien thiic quy bau cho em suot qua trinh hoc t|p va nghien cuu tai trudng Do kien thiic co hin nen bao cao khoa luan khong tranh kh6i nhftng thieu sot nhat dinh Em rat mong nhan du^c sir gop y quy bau ciia thay co va cac ban Long Xuyen, 05-2011 Pham Tlii Diem GVHD: Ts Nguyen Van HdaTrang i Khoa ludn: Plian cum die lieu thihien gien PHAN TOM TAT Hign ltnh vuc khai khoang du lieu {data mining) dang dirge rat nhieu chu , • Nguyin Trung Son - Luan van Cao Hpc - Phuong phap phan cumva ling dung - Dai Hoc Thai Nguyen - 2009 >' Vu Lan Phuwng - Luan van Cao Hoc - Nghien cilu va cai dat mot so giai thuat phan cum, phan lap - TrumgDai hoc Bach Khoa Ha Noi - 2006 Ebook: >Balazs Balasko, Janos Abonyi and Balazs Feil - Fuzzy Clustering and Data Analysis Toolbox >Guojun Gan, York University, Toronto, Ontario, Canada; Chaoqun Ma, Hunan University, Changsha, Hunan, People's Republic of China ; Jianhong Wu, York • University, Toronto, Ontario, Canada - Data Clustering Theory, Algorithms, and Applications - 2007'• >• J C Bezdek, Pattern Recognition with Fuzzy Objective Function >"Algorithms, Plenum Press, 1981 >Tian Zhang, Raghu Ramakrishnan, Mirori Livhy, Computer Sciences Department, University of Wisconsin, Madison, WJ 53706,U.S.A - BIRCH: A New Data Clustering •Algorithm and Its Applications-1997 ' '> ^ ' Nguyin Van Chuc - Thuat toan K-means vai bai toan phan cum du lieu - 2010 , Matlab toan t^p — Ebook Team - nguon: Updatesofts com Nguon internet: >'http://en.wikipedia.org/ ^http://www.inf.unibz.it/dis/teaching/msc/proiect-birch.html >•http://home.dei.polimi.it/matteucc/Clustering/tutorial html/cmeans.html GVHD: Ts Nguyin Van Hba"Trang31 ... quan tai gien Van de dat la du doan chiic nang va tuang tac ciia gien dua tren nhung thong tin Mot cac ngudn du lieu quan la du lieu ve miic dp chep ciia gien dupe gpi la du lieu the hien gien (gene... gien 1.2.Ly chpn ae tai Du lieu the hien gien co the cho duod dang ma tran mi dong tuang ling vai mot gien va mSi'cpt tuang ling vod mot thai diem hay mot dieu kien thi nghi$m Do chiic nang gien. .. miic dp the hien gien nen blng each phan tich du: lieu the hien • GVHD: Ts Nguyin Van HoaTrang Khoalutfn: Phan cum die lieu the him gien gien, ta.co the du doan dirge chuc nang cua gien Phuang pMp