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Tiêu đề Luận Văn Khai Phá Dữ Liệu Luật Kết Hợp Mờ Và Ứng Dụng Cho Bài Toán Khai Phá Dữ Liệu Cước Internet
Người hướng dẫn PGS.TS. Ngôn Thanh
Trường học Đại Học Quốc Gia Hà Nội
Chuyên ngành Công Nghệ Thông Tin
Thể loại luận văn
Năm xuất bản 2023
Thành phố Hà Nội
Định dạng
Số trang 133
Dung lượng 9,31 MB

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Phxalm ivzi Epncg gdhupncg @bxapn gdñhu eevtxa okhxazi sphxa gdzier ylzieehu 3chzi ylxa vteropncg ylzipnh ivzi3cee vthhuopncg lmxazi Trang 12 ylzieehu gd3 gdhuo3c okcg gdocg eropncg er

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Ch h uo p n c g 1 TO l NG QUA l N VE KHAI PHA DU LIEU 7

1.1 Kh x a z i p n z i e e l m 3 co @ b x a p n 7

1.1.1 k M h u 3 c v t z ié h u 3 c h u x a o kh x a z i s ph x a g d z i z i y l z i e e h u 7

1.1.2 D! p nh p n c gh z i x a o kh x a z i s ph x a g dG y l z i e e h u 8

1.1.3 Cf 3 c g d x a p n c g g d z i z i y l z i e e h u 3 co v th e e o kh x a z i s ph x a g d z i z i y l z i e e h u.[ y l][3] 8

1.1.4 Q h u x a v t e r z i p nh o kh x a z i s ph x a g d z i z i y l z i e e h u 9

1.1.4.1 C x a 3 c @ b h uñ 3 c 3 ch z i p nh v t e ro p n c g q h u x a v t e r z i p nh o kh x a z i s ph g d 9

1.1.4.2 Cf 3 c v thâ p nh s ph l s 3 c h u x a c g z i x a z i v th h u3 v t o kh x a z i s ph x a 9

1.1.4.3 H h uñ p n c g v t z ié s p 3 c x a p n 3 co @ b x a p n i v x a o k m y v th h u x a v t x a s p g d h u p n c g v t e ro p n c g q h u x a v t e r z i p nh o kh x a z i s ph x a 10

1.1.4.4 E p n c g g d h u p n c g 3 c z i z i x a o kh x a z i s ph x a g d z i e r y l z ié h u 11

1.2 Ph h uo p n c g s ph x a s p o kh x a z i s ph x a g d z i z i y l z i e e h u 12

1.2.1 k Mo v t l so s ph p no p n c g s ph x a s p o kh x a z i s ph x a g d z i z i y l z i e e h u s phñ @ b z i e e p n [1][3] 12

1.2.1.1 C3 m y q h u m yé v t g d z i p nh i v x a y l h u x a v t 12

1.2.1.2 Ph h uo p n c g s ph x a s p l s h u m y g d z i e e p n i vñ q h u m y p n x a s p 12

1.2.1.3 Ph x a v t h z i e e p n 3 c x a 3 c y l h u x a v t o k e e v t h s p s p 13

1.2.1.4 Ph3 p n p nho l m i vâ s ph3 p n g do x a p n 14

1.2.1.5 k M x a p n c g p no e ro p n 15

1.2.1.6 G z i x a z i v th h u x a v t g d z i v t e r h u m y e e p n 16

1.2.2 Ph x a p n y lo x a z i 3 c x a 3 c h e e v tho p n c g o kh x a z i s ph l s g dG y l z i e e h u 16

1.2.3 l Nhf l m c g i v x a p n g d e e q h u x a p n U l m v t e ro p n c g h§ v tho p n c g o kh x a z i s ph l s g dG y l z i e e h u i v x a y l m y x a 3 ch s p p n 3 c3 3 c o k m y v th v t o kh x a z i h v t v t v t • • • • • • • • • • • • • • • • •'• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • v t v t v t • • • • • • • • v t • • • • • • v t v t v t • • • • • • • • v t v t v t v t v t • v t • v t # v t v t v t v t • # #1 7 Ch h uo p n c g 2 KHAI PHA DC LIEU BA l NG LUAT IT HC z iP 20

2.1 Y o c gh z i x a 3 c z i z i x a y l h u3 v t o k e e v t h s p s p[5] 20

2.2 Phé v t @ b z i e e h u @ bñ z i v to g d p n [ y l][5] 21

2.4 k Mo v t l so v t z i p nh 3 ch x a v t 3 c h u x a s p l m h u 3 c s phñ @ b z ié p n i vâ y l h uâ v t o k e e v t h9 s p 24

2.4.1 k Mñ v t l so v t y l p nh 3 châ v t 3 c h u x a @ s p l m h u 3 c s phf z i @ b z i e e p n 24

2.4.2 k Mo v t l so v t z i p nh 3 ch x a v t 3 c z i z i x a 1 h u3 v t o k e e v t h9 s p 25

2.4.3 Cf 3 c y lo x a z i y l h u x a v t o k e e v t h9 s p [5][6][8] J 26

2.5 C x a 3 c v th h u x a v t v to g d p n o kh x a z i s ph l s g d z i z i y l z i e e h u p nho y l h u3 v t o k e e v t h s p s p 27

2.5.1 Kh x a z i s ph x a y l h u x a v t o k e e v t h s p s p p nh z i s phñ p n g do p n 3 ch z ié h u v t z i e r 3 co l s g d g dG y l z i e e h u v tâ 3 c i v h u 27

2.5.1.1 Th h u x a v t v to g d p n A s p e r z io e r z i v t y l l m s p l m h u 3 c s pho @ b z i e e p n l s z i v t g d h u p n c g s ph h uo p n c g s ph x a s p l s z i p nh 3 cf 3 c Wh z i c g 3 c z i e r [5] 27 2.5.1.2 l N x a p n c g 3 c x ao h z ié h u q h u x a v th h u x a v t v to x a p n A s p e r z io e r z i [7][8][9] J 33

2.5.1.3 Th h u x a v t v to x a p n l s z i p nh 3 cf 3 c y l h u x a v t o k e e v t h s p s p v t z i z i @‘ s p l m h u 3 c s pho @ b z i e e p n 35

2.5.1.4 Kh x a z i s ph l s 2.5.2 Kh x a z i s ph x a y l h u x a v t l m h u 3 c s pho @ b z i e e p n o khñ p n c g l s z i p nh z i l m c g 3 c z i z i [3] 38

h s p s p g d z i p nh y l h uq p n c g [6] 44

2.5.3 Kh x a z i s ph x a y l h u3 v t o ké v t h s p s p g d x a l m g d 3 c [6] 45

2.5.3.1 L h u3 v t o ké v t h g d x a l m z i e r 3 c 2.5.3.2 C x a 3 c 3 c x a 3 ch v t z ié s p 3 c3 p n o kh x a z i s ph x a y l h u x a v t o ké v t h s p s p g d x a l m z i e r 3 c 45

2.5.4 Kh x a z i s ph x a y l h u x a v t o ké v t h s p s p g dé p n c g 46

2.5.4.1 T3 s p l m h u 3 c s pho @ b z ié p n g do p n c g 47

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2.5.4.3 Th h u x a v t v to x a p n CHAR k M [8] 51

Ch h uo p n c g 3 KHAI PHA DU LIEU BA l NG LUAT KET HQP k MW 54

3.1 Kh x a z i p n z i9 l m i v e e s p l m g d (F h uzz m y S e e v t l s), y lo c g z i 3 c l m g d i v x a h e e l m g d 54

3.1.1 TOP l m g d [2] 54

3.1.2 C x a 3 c s phé s p v to x a p n 3 co @ b x a p n v t e ré p n v t x a s p l m g d [2] 56

3.1.2.1 Phé s p s ph h u g d z i p nh 56

3.1.2.2 Ph e e s p h s p z i 56

3.1.2.3 Ph e e s p v t h u m y e e p n 57

3.1.2.4 L h u x a v t D e e k MO e r c g x a p n 3.1.2.5 Phé s p o kéo v th e eo 57

3.1.3 A s p g d h u p n c g s p l m g d g d e e e rñ z i e r x a 3 c ho x a g d z i e r y l z i e e h u i v x a 3 c x a 3 c h u h u g d z i e e l m 58

3.2 C x a 3 c y l h u x a v t o k e e v t h9 s p l m g d [3] [11] 59

3.3 C x a 3 c v th h u x a v t v to x a p n o kh x a z i s ph x a y l h uf z i v t o ké v t h s p s p l m g d 63

3.4 L h u3 v t o ké v t h s p s p l mh g d g d x a p n c g s ph z i z i g d z i p nh 68

3.5 L h u3 v t o k e e v t h s p s p l m g d i vñ z i v th h u 3 c v t z i p nh g d h uq 3 c g d x a p nh v t e r s p p n c g l so [5][6][11] 68

3.6 T z i l m 3 c x a 3 c y l h u x a v t v th x a v t l s v t 3 cé z i 3 ch [3] 69

3.6.1 Ph h uo p n c g s ph x a s p g d h u p n c g q h u m y 1 h u3 v t y lo x a z i @ bh y l h u x a v t v th z i z i x a 69

3.6.2 Ph h uo p n c g s ph x a s p v t z i l m y l h u x a v t g do p n c g z i x a p n 70

3.6.3 Ph h uo p n c g s ph x a s p v t y l l m y l h u x a v t l m g d z i y l x a g d z i x a v t e ré p n v t e r z i v th z i e r 3 c g dâ @ b z ié v t 70

3.6.4 Ch h u m y e e p n y l h u x a v t o k e e v t h s p s p l m g d i v e e y l h u x a v t o k e e v t h9 s p v th h uo 3 c v t z i p nh l so 72

Ch h uo p n c g 4 VG DQG LUAT IT HQP k MC z i CHO B k MI TOA l N KHAI P k M DC LIETET74 4.1 l N c g h uo p n g d h u y l z ij h u 3 c h u g d 3 c I p n v t e e e r p n e e v t 74

4.2 Ch z i g d x a v t hJ v tho p n c g o kh x a z i s ph x a g dñ y l z i e e h u 3 c h u g d 3 c I p n v t e e e r p n e e v t 75

4.2.1 Cf 3 c @ b h u g d 3 c v t z i e e p n hâ p nh p x x a m y g do c g hj v tho p n c g o kh x a z i s ph x a g d z i z i y l z ij h u 3 c h u g d 3 c I p n v t e e e r p n e e v t75 4.2.2 G z i x ao g d z i e e p n h v tho p n c g o kh x a z i s ph l s g d v t v t y l z ié h u 3 c h uñ 3 c I p n v t e e e r p n e e v t 80

4.2.2.1 H e e v tho p n c g h v t l m 3 ch h u x a p n J 80

4.2.2.2 k M g d ho x a g d8 y l z i e e h u i vâ l s z i p nh y l h uâ v t o k e e v t h s p s p l m g d 81 4.2.2.3 T z i l m y l h u x a v t 3 c6 I 3 c

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V z i g dq 3 c x a m y FP- v t e r e e e e i vO z i l m z i p n l s h u s p=20% 40

k Mñ h z i p nh i v x a p n hñ p nh h e e v thñ p n c g ( v th e eo q h u m y v t e r z i p nh g d x a h u p no z i i v x a o kh x a z i v th x a 3 c g d z i 3 ch i v h u)74 k Mñ h z i p nh v to p n c g q h u x a p n h e e v tho p n c g o kh x a z i s ph x a g d z i z i y l z i e e h u: 77

k Mñ h z i p nh 3 c i v l so g d z i z i y l z i e e h u q h u x a p n h e e 79

Lo x a z i h x a l m v th h uo 3 c 80

H x a l m v th h uo 3 c i v z i v th x a l m l so 3 cho l mo z i h x a l m v th h uñ 3 c 80

T x a s p l mS i vâ v th h uo 3 c v t z i p nh c go 3 c 3 c z i v t x a p no 81

G z i x ao g d z i e e p n v th z i e r 3 c h z i e e p n k MW ho v t g d z i z i y l z i e e h u i v x a 3 co l s g d g d z i z i y l z i e e h u 3 c z i e ro 3 c c go 3 c 81

Co l s g d g d z i z i y l z i e e h u l s x a h u o kh z i v th m y 3 c h z i e e p n l mo ho v t 82

S z i p nh v t x a s p s pho @ b z i e e p n l s z i e r g d h u p n c g v to x a p n v t z i z i T- p no e r l m — T z i 3 ch g d x a z i l so 82

S z i p nh v t x a s p s phñ @ b z ié p n l s z i v t g d h u p n c g v to x a p n v t z i e e T- p no e r l m — Phé s p y l x a m y l m z i p n 83

S z i p nh v t x a s p s pho @ b z ié p n l s z i v t g dq p n c g v to x a p n v t z i e r T- p no e r l m — T z i 3 ch @ b x a e r 3 ch z i p n 83

S z i p nh @ s p s pho @ b z i e e p n l s v t g d h u p n c g v to x a p n v t z i e r T- p no e r l m — T z i 3 ch D e r x a l s v t z i 3 c 84

S z i p nh v t x a s p s phñ @ b z ié p n l s z i v t g d h u p n c g v to g d p n v t z i v t T- p no e r l m — Phé s p c g z i x ao 84

S z i p nh v t x a s p 3 c x a 3 c y l h u x a v t l m g d v t z i z i @ s p s phñ @ b z ié p n 85

D e r e e p n c g z if v t y l h u x a v t 85

S z i p nh v t x a s p 1 h u e e x a v t @ b x a p n c g y l h u x a v t s ph z i z i g d| p nh 86

S z i p nh y l h u x a v t o k e e v t h s p s p i v g d z i 3 c x a 3 c v th h uo 3 c v t z i p nh g d h uq 3 c g d x a p nh v t e r s p p n c g l so 86

T z i l m y l h u x a v t l m z i z i y l x a g d z i e r x a v t e ré p n v t e r z i v thñ 3 c g dñ @ b z ié v t 87

T z i l m y l h u x a v t g do p n c g e r x a p n 87

Lo x a z i @ bñ y l h u x a v t v th z i z i x a 88

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vterzi vthhu3c

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Chhu'o’pncg 1 T6lNG QUAlN Vé KHAI PHA DU’ LI§U

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3csphu 3chzipnh eevtxa ylzipnh ivzi3cee okhoxa hsp3c lmxamy vtzipnh ivxa 3copncg pncghee vterzi vthhu3c Phxalm ivzi

Epncg gdhupncg @bxapn gdñhu eevtxa okhxazi sphxa gdzier ylzieehu 3chzi ylxa vteropncg ylzipnh ivzi3cee vthhuopncg lmxazi

ivxa vtxazi 3chzipnh lNhhupncg pncgxamy pnxamy, okhxazi sphxa gdzier

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Co l sâ g dF y l z i e e h u g d x a 3 ch z ié h u ( l m h u y l v t z i l m e e p n l s z io p n l s v t e r h u 3 c v t h u e r e e l s, g d x a v t x a w x a e r e eho h u l s e e l s, g d x a v t x a

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okhxa3ch lmhuxa 3cxa3c lmxavt hxapncg lmxamy vtzipnh 3co okhhumypnh hhuépncg lmhuxa sphâpn lmeelm oké

vtoxapn vteropncg 3chupncg ylxapn lmhuxa gdhuo3c lmo vtxa @bñzi ylhuxavt okévt hzisp pnhhu lsxahu:

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hzieehu

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Ph3pn yloxazi gdhuxa vterépn okziéhu gdG ylzieehu gdhuo3c okhxazi vthxa3c: Co lsvt gdhu ylzieehu qhuxapn hee,

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th h u0 p n c g o kh l s p n c g v th m y 3 c h z i e e p n g d h uo 3 c i v x a o khf z i p n c g 3 co o kh x a p nâ p n c g g d l s z i i vñ z i e e x a e e h e e v tho p n c g o kh x a z i s

ph x a g d z i z i y l z i e e h u g d e e l s z i p nh e r x a v tñ v t 3 c x a 3 c 3 c x a 3 c l m x a h u 3 co v th e e 3 co, 3 co v th e e v t l s p n v t x a z i Th x a m y 3 cho g d z ié h u

g

do p n c g h u0 z i v t x a v t x a s p v t e r h u p n c g i v x ao l m h u 3 c v t z ié h u v t z i l m o k z ié l m V z i g d h u i vñ z i Kh x a z i s ph x a @ b x a p n c g y l h u x a v t o ké v t

h s p s p, p n c g h u0 z i v t x a l s h u g do c g 3 c x a 3 c g do g do 3 co v th e e g dâ l m @ b x ao o kh x a z i s ph x a v t e r s p p n i v e e p n, 3 co p n c gh z i x a y l x a p

x x a 3 c g d z i p nh v t e r h uñ 3 c p n c g h uñ p n c g g do ho v t e ro i v x a g do v t z i p n 3 c x a m y p nhf z i p nh x a v t v th z i 3 co v th e e v t z i l m g d h uo 3 c.

D z i i vâ z i 3 câ h u hâ z i v th e e 3 He e v thñ p n c g o kh x a z i s ph x a 3 co v th e e 3 ch z i l s z i p nh e r x a 3 c x a 3 c l m3 h u 3 c x a p n q h u x a p n v

t3 l m o kho p n c g? D x a m y 3 ch z i.p nh y l x a, i v x a p n g d e e v to z i h u h u v t e rO p n c g o kh x a z i s ph x a, g d h u y l z i e e h u.V x a p n g d e e p n x a m y y

l x a, v th x a 3 ch

v th e e e e e r x a v t y lñ p n g do z i i vñ z i 3 c x a 3 c p nh x a o kho x a h9 3 c v t e ro p n c g y l z i p nh i v s p 3 c o kh x a z i s ph x a g d z i z i y l z i e e h u.

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Chhu›o’pncg 2 KHAI PHA DU’ LI§U LUcgT KRT

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21

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Shuspsp(X)=

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Do ho v t e ro 3 c h u x a l mo v t v t x a s p l m h u 3 c 3 c x a 3 c c g z i x a v t e r z i c g z i z i e r x a 0 i v x a 1, f z i 3 c y l x a 0 l s h u s p s p(X)

1 i vñ z i l m s p z i v t x a s p l m h u 3 c X.

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vtheeo hhuñpncg 3chzixa @bxaer vtoxapn vthxapnh hxazi sphxa 3chu vthee:

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Ph x a 1.’ Tz i l m v t x a v t 3 c x a 3 c x a 3 c v t x a s p l m h u 3 c s ph l s @ b z ié p n v t z i z i e e p n l sS g d z i z i y l z i e e h u, l N 3 c y l x a v t z i l m v t x a v t 3 c x a 3 c x a 3 c v

t x a s p l m h u 3 c v tho x a l m x a p n l s(X) l m z i p n l s h u s p D x a m y y l x a s ph x a v tf z i p n o kh x a p nh z i e e h u v th l s z i c g z i x a p n 3 c z i z i x a CPU i v x a v

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