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1 ! " # $! %&' () * +, - +, *, $! %.' ()* +, (( / * +, * +, 0112

2 + $ 3! "

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4 ( =:6<-35-/:= 2 ABBILDUNGSVERZEICHNIS... 6 TABELLENVERZEICHNIS Einleitung Forschungsstand Anatomie des Hüftgelenks Arthrose des Hüftgelenks Begriffsbestimmung der Arthrose Epidemiologie Klinik der Coxarthrose Scores und Bewertungsschemata zur Coxarthrose Therapie der Coxarthrose Symptomatik der Coxarthrose Trendelenburg-Duchenne-Hinken Ganganalyse Allgemeine Aspekte Coxarthrose Stellenwert von Wirbelsäulen- und Beckenbewegung Nicht-klassische Untersuchungsmethoden ganganalytischer Daten Elektromyographie Prozessorientierte Analyse Forschungsdefizite Problemstellung Methodik Personenstichprobe Stichprobenauswahl der Schritte Datenerhebung Ganganalyse Testvorbereitung... 36

5 ( > Testdurchführung Messfehler Anamnese und Fragebogenscore Datenauswertung Vorbereitung Gleichrichten und Filtern Normierung Korrelation mit orthogonalen Referenzfunktionen Vergleich der Korrelationsmatrizen Clusteranalyse Assessment Rate (AR) Zusammenfassung Ergebnisse Kinematische Merkmale des thorakalen Ultraschall-Triplets Kontrollgruppe Kinematik und EMG (alle 8 Merkmale) Kinematik (thorakale und sakrale Merkmale) Kinematik (sakrale Merkmale) Elektromyographische Merkmale Fünf Beckenmerkmale Zusammenfassung Versuchsgruppe Kinematik und EMG (8 Merkmale) Komplette Versuchsgruppe Kinematik (sakrale Merkmale) Komplette Versuchsgruppe Kinematik (sakrale Merkmale) Homogene Versuchsgruppe Elektromyographische Merkmale Komplette Versuchsgruppe Elektromyographische Merkmale Homogene Versuchsgruppe Fünf Beckenmerkmale Komplette Versuchsgruppe Fünf Beckenmerkmale Homogene Versuchsgruppe Zusammenfassung Gemeinsame Analyse aller Probanden Kinematik (sakrale Merkmale) Komplette Versuchsgruppe... 62

6 ( Kinematik (sakrale Merkmale) Homogene Versuchsgruppe Elektromyographische Merkmale Komplette Versuchsgruppe Elektromyographische Merkmale Homogene Versuchsgruppe Fünf Beckenmerkmale Komplette Versuchsgruppe Fünf Beckenmerkmale Homogene Versuchsgruppe Zusammenfassung Diskussion und Ausblick Literaturverzeichnis Anhang I - Dendrogramme der interindividuellen Analyse Kontrollgruppe Homogene Versuchsgruppe Versuchsgruppe (komplett) Kontrollgruppe und homogene Versuchsgruppe zusammen Kontrollgruppe und komplette Versuchsgruppe zusammen Anhang II Fragebögen Allgemeiner Teil Spezieller Teil WOMAC Harris-Hip-Score Anhang III Patienten-Daten Kontrollgruppe Versuchsgruppe Anhang IV Ausgewählte Schritte (Liste) Anhang V Beispiel der Auswirkung verschiedener Breiten des moving-average -Fensters auf das EMG-Profil ZUSAMMENFASSUNG ABSTRACT ERKLÄRUNG LEBENSLAUF

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11 0 * 71 $-./01200", 4 + * 6 % E " /C : +.- +! E + +E E * " ( + < + E E ( - * ; :E 5 " K + % : + + A+ I* + J : + $--,".3!!045"!!60 : " * - + *+ ( 7@@9 221# % ' " + : + 7 ( 7@82 ( 6 7@@8 72# " + ( - + % + * ( 6 7@@8 7> : 0112 ( 7@@@ 7@@8 7@@@# 4)% + (, )H 4) 6. ( (( :+7@@9 7@@8:0112" 7@@@#" 0117% 7@@@< -.37@@@# 4)" : + * -! + 4 :+ 7@82#

12 0 * 77 $-$-/"2/.0!!045"!!60 + IJ ( : H 7@09 = + H 7@ # + : + ) " ( % ++ + ( % ++ + " H % -+ + (0111# G ) + + ( + ) ' ( * *+ 4 ; ( # + +! ) 3 :! ) H % +: 4 % 0110# )( E /C - ) * 7@@F 0117#18&>>P K # 91.9@ K) * ( 99?1.?@02@ 81.8@K) 9F2(0117# 3++ % % *+ 6 ) ( - % + ; " *# ( : % # - % /C % 0117#

13 0 * 70 /C + * + ) + 4 )-) + - +( ( ( 5 %0117# 012!0",3 #, # + Q<# - I+(J /C ) #,!! ) 4 E 4C6 7@@8 07?#! " 738".3,"69123!/:3.,";" 4) + 4+% - + A # " # + " N% " ( " + +. " % *C: + -( 3 -( # $" (" 5 " 3 ( " ( 4), 7@@2, 0111, + 7@F8# + BK+( 4 7@98 +7@@?#K + E +(5 %0117# :) ( : : : 7@?@#, M R, M R 7@9>#! B,, ' ( C! B,/ A ( ( + 7@@?# ( "E 7@@2, ),7@@2, +7@F8"0117# #$ 6 /C + ;( E0117 ; 0111# E+ 6 4 E "E 0117# (,H ( @@8 00># 5! * + +

14 0 * 72 < S) ( 4) 7@@8 99@ 7@@0# 7@@? :. 4 +, 6 ( $ 7@@9 <.0110# - + % + ( F $ ( 6 %. # < < ( '. ( ! 0111# % < <H% 4 < # @@8 $7@@?#. * ( $ 7@@? 4) 7@@8 6 7@@8 + 7@@@ %& - + E E -C) - +; <) ( " " % # ( :7@@8 B+ 7@@@: 7@@9 ; 7@@@ @@@" 7@F8,E7@87 7@@9# + <) + E +" = : + 7@@2 007# + + : ) + " # + B - # 5 ),+ %. ( ( % + 6E 3.3 # 6E <..4; #6E%.% + #6E<*=( 0 %) - =C # ( B ( 7@@? I! < C =( E = J >>@# ) :; 3

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16 0 * 79 " + /.*+ ( -+ /C - +,+)..E.3C,+ E E E E# 4 + +() < % ++ ) % " ; 3 ) + -; E++() (( ( = " E 4 (6 7@@8 078# - +) : +, $ ) : 7@@9 :7@@8# $-&-/!!!/12!!6! 4 )H () " /C : I6 & &: + I6 &5 J 7@@F "+ +7@@8# - 7F $ * 6 ) + :C ) : +,+ ), +% - " + "+ 6.5 # = 4)( % 7#( + 4; () 4(+ " +; 6C & 5 0#(7@@F# ) ) :+ E 7FF9 ;7@@@# E " ( ; 7@@@ - ": ++ < % + (( " :E /C 6 : + (= 7@F@7@@07@@>#

17 0 * 7? $ 6..) # = - "+ : "# ( 6 "+ ) + /# ( A B+; 4; +( "+ : + # *) 6..) ( $-(-,,,70! I ", % ' " 4; " : ;( E+, ' E 6 + J % -!! 7F2? # " ) 3 % E $ ( @92# 7@F7# E E 7@@0#!! 7@F@ 7@@7# 3 *+ *+ 7@8@# 7@?F# " " 7@82#" % E, I % E + + " ( " : 6 + " ( + (( 6() J47@@F# : % E! 7@@? A - + % E ) %

18 0 * ), % E 4 + " E# E# -+E, +,++()#, " 4 7@F@ %+! + ( % IC J! -! ( - 6 ( 2 6 +E 3+ (! L+ 7@F8! 7@F> <) + +E % E.60 ># ( 7@92 % 7 # "+ : 0 # "+ * 2 # 4 > # 9 # 4. *H? # "+ *,!!% % E #!3!00!!<!/"! =!/!12!"!<!/"! 5. + *S # N, #.# ),# % +,N+ # % + " 4; 6 ( % +. P <+ # " + + ). - P " + + # % + 4 ", + 4; %! + ( % " 3 + B 4; 63 4 " + +) *H ' / 0117 %;H - H? + %, 3 <+ 4; + %

19 0 * 7F " H - I:J*H # I(SEJ"+ * # & 5. % # - 5 ( ( % : 7@F? 4; - ( 4) - % 0111 C ( % ( EH % (! ( 3 % + (( I - + <) - ( = E( - J: 7@F? 711#

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

21 0 * 01 E < " 4 + /C ( ( - A 6 " + % ( : 7@@8 -,E 7@80U,E7@8?7@8># : ( -+ *S ( 9.01 : $ B % + 3, ( 4. : % + ( 7@F9 + : 7@@2U : 7@@0, *C.-C." ( :.B 2# - < E " H 3, # : + :; 6 +),+ : + :7@@0" 7@@9(E 7@FF : 7@@8# : 7@@8 + ),+), % E + +; + ' 0111 ( " 4 < 4 K ::#+ % (<)<+" H (:7@@07@@2 7@@8#, : ".+." /C 6-.B ), '+ ".+ D+ #

22 0 * % /C 5 S 7@@7# ( % + ( ) :. 4 C :C - % :C ( :C * " H ) + ) (+ % + + 4; + (( + ;H 4) %+ -C B+; + ( I J +" H ) +- )+ E 0111 :. B : ( + + +E, $(< 4 % + ) 4 :C ; - (# " 3 I6 ( K (E ( +E E J 0111#! 4. + <) ( :C + () 4 ( : 7@@F 5 ( 4 " % /C " H : +.+.,. H., B " C * ( " " + +,: -,%."+.E++(), +E 0117 < 6. : + O E+ E

23 0 * 00 :+, E /C +; - ( % + -C)(3 7@@?# 7@@9,++ - H % :.B < 4 % + + ) ) + : * - : *. + * I JI+ + E J 7@@9#! % + -C) <) + : 4 + E + ),;+ ( + ) 4) : + - "+ + 7@@8 (, " 0117 ((, 4 :.6-. E % < +() ) ( < % 6 " ( 4 ++) : + " 7@@F 3)( 711% <) ) ( % + %<) ( /7@@8 " "+ ) + : <) /7@@8, " H % " - ) +,E 7@87 % ( : 6 /C6 (+):++ 4 ) :C + ;H

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25 0 * 0>! ) "+ ( I ( ( K K (M ( + J53,+HI ( ( + J ' " H " K- 4 " ( "+! ). 6 ( ) + " (! ) "+ % / 7@@8,+ ( :;! ) " + I6.K(E (.K EJ 5 " (! ) "+ : 3 7@@@ A- 6 I - J ( %(+E 7@F9! ) * )! ) 3 6 ( * 0117 "! ) ) +( % " + 5 % + + I6 EC ( E(+ ( J! E! ). "+ ( 0112 ) + ( + 5,E =+ 7@@0 <) + + ; % + " I ( J! 7@F2# 7@@8 ' ( % * %) E 7@@? " 7@@F 5 ; % ;! "

26 0 * 09 7@@F E7@@? - ; ( >, ( " (! ) "+ +; 7@@F E ( ). "+ < E '. 6.E /, 81 5#,( 09: 5 =! ) ( % + ) "+ < 3 ) E "+ E ; ) # 3 5 ) 5 (,HE I ( ( 2. + '.,( " ( ) "+ ) +. (( < :+ ++ J 7@@F 2>?# )!,HE ( ( " 0117 " < 7@@8 " " 7@@F / 0111 < " 7@@@< *, & -! 0111 % ) < / E % K 01 29$#?9 $# ' ) ',++) + I<E E K J K + + (! 7@@?# 7@@@ ( :+. E +, ( % 4 A + 4.I4 EJ#

27 0 * 0? " = E + ) < -+! 7@@? " 6C "+ ( ( ; 7@@1( % % % + * " ) % 3 + " "+ 6C, E + + # IJ% + 4 ( <) % ) A ( " ) ) E 6 ( :+ 7@88 *+ A *+, % + () 6C "+ (.. H..<)! < )! - 3 S. " %,( < -+! 7@@?,( :7@@1 I6 E S E E E C EV(C ( E " 7@@9U :+ 7@88U 4 6(E 7@F8 7@@9# J! < F9@#! ' " ( / < 7@@8 E ) ( "+. : ) % + - ( % G < -+! 7@@? K ; % + <) ( E ( E % E( / " I! (JI*E.6 J I= =J #& -+E, +(),+, %# :

28 0 * 08 - ( % 7@@2 0>1# - A -+E " @@F , +), =+ < B) + : + I E (E S S ( 7@FF#J! 7@@?# :) + (( /+ B) + - (= 7@@2 7@@# " 57@F@ < I #" < -,% -,%# J ; 7@@? 9F :! 7@@># )(, I( (( ( (-,%J:! 7@@> 000# (9# ) < " +E :7@@> 000# %( ( % ( - I + E < 4 + ) ) E +() ) J%7@@2 02F#! <) -+ B). -,%<++ ) < -,%. + K ) + " +H I- 5 ( -,% + E %;H # + " +

29 0 * 0F % + # " # J ;7@@? 9@# ; 5 + -,%, I)J ( 4 7@@F 791#, + K3 EE + )+ I',+( O )# 4 O)#, 4( ( 4 ( J ;7@@F 9@# 47@@F<)-,%. ( ) " (! -,% ( ( * ' ) ( < " % %) 6. : *. E ( % 7@@2 0>> 5 7@F@ 5 7@@7# - < ( ( " = C ( " + 7@@9# " * + 7@@F 5 * + " E 5 7@F@ ( * -,% (,;+ S ) *....*3( : 57@F@ F2# ( % 7@F7,( E(,+ -,%.+() " + + #% ( % E+ 7?( 7?,+ 7?C7?.,C +() ( (.< :+ E( / E H! ; (, % 5 7@@7 -,%( ( 4 % ( % + (, I *6# J 88F#,+ I (J-,%

30 0 * 0@ + E -,%, ( ( % : / E >? 01/.30? # /, + / I,J F@P ( ) " " ; I (J+ I J 8F0# * ( 5E+ -,%. % E 7@F? I (J ( 9,+ -C)+ I6 =W2#K(E -,%K( E ( K ( 7@88#! ( ( (E E J 7@F? 729# % " 7@@> - ( *. E -,%.< " 5E+ I (J < * - +; <( ; "E7@@0( 2(, (-,%. % I E(*#J I (J., K+ -,%.,B.5 9P % E+# K 9P C # + E *S B).-,%+ " 7@@F - 6 *S : 0110 ) + I(.-,%J ( % + +, : (

31 0 * 21 * + ' 6 5, 9 -,%." :.: 7@@2 :.B < : : $ ( ! =+.-,%,+, C, C = + :) )(,++() + % - ( +() %.% + ( %+ +(),+, 6 #: + - $( -,%., ( < +, + ( $-)-/.:!00./!"!/"!,70! E +;. ) (;7@@F 22# E + +E ( ) +! C % + + % ,% " +() ) 4 I J + O )! " + +(),+ K + %;H, : E ; O), 95, () " E -C + ( 7@@2 % 7@@?# + ". E : # 6 + A ( % () + ( (7@@2 2F9# % 7@@? + < 3+ + = + E( "+ 7@@?, 4 ( B I +(EJ 011# 4 ( -3/:<B=:B6 7@28# (7@@? 72@#

32 0 * 27 < ( 4 + +E + ) + ( ; 7@@? 717# < ( $ 7@82 4; (, ) + 3 < ), +; +, + ", K + ' ( 6 ) ; ( :+ 7@@? 2?/ 4+7@88 ;0110# < E ( 4 + " E( (+ +7@@># +, + ( 6! G,! E ( ' + (" 47@@8# ', + " * 7@@1 -+ E E ) G 7@@>"+ 6 + E " + )! " ;7@@0 7@@F# " 7@@2 7@@F# + ; 7@@2# $ 7@@9#,. + 7@@8# 4H " 7@@8#H( $7@@FU$7@@@4 7@@8 3; 7@@F " ; 7@@8 ; " 7@@FU ; "7@@F;7@@@ " % E! < () K + ( ; 0110 <) % ; ( + = E + + -,H ( % ; ( 9> ) F9 %H ( %

33 0 * 20 $-%-./0120!5:"! ": ) - % ( : 7@@8 : 7@@2U : 7@@0U : 7@@ : 7@@9# + + +) *+ 3( 7@@2# % E )S, E % ( + (! L+ 7@F8U! 7@F> 4 7@F@ ( 7@FF! 7@@?4 7@@F# < " : + " : 7@@F# <) + " 7@92 E "+ ( :.B E +E 4+(%! S ( ' ( -+E < () <) " ( K +(;7@@F 9@4 7@@F# " ( ( % E,( < + ( / 0117# <) E ),;+ +< +,(/0117# ;- ( E " ( % 7@F7 5 7@@7 $ 7@@@U $ 7@@@ ( / #

34 > 22 &-/.!30"! ( ( ( E + "+ E+ +(), :.B :E :7, : ( ( ( E (% + :0 ' -+E ( ( ( % :2 - ( % % () % + :> 4 ' 6 %

35 ?,+ 2> (-!"2.6 - O %( :&6& -.B ) 3 + +! ) + +":# (--!/0.!0"128/.! < 70 ) (?1@ ± F2 $ >2.87 $# ' ( 6 7@F2# ( 2FF± >0 6# 71?±> # ) 9F0 ±?F $ >8.87 $# <( ' (6 7@F2# ( 4 ; + 0>, " ""! ) -C)" ) " ) X7# (- - + '.:.6- B % 4 ; 4 )+ 71. % ( : " )+. )+ ) <"+ *%)+ % * + + " ) X7 < ( ( < - ) + + 6( ; 6 (

36 ?, ( 9FF ± F8 $ >2.87$# ) 6 6 (?28±8>$ 90.87$# ( ) 6! % H - + A+ +,+- ) ; H H ) / ( E 3 E " /# ( -.5? % E + ( E ( 77-37>1@29# - + ( ) < (-$-,"!!/2! E 6 * % E o 4 + "+ 2-6C 2- o -+E *;,? B.: ( 2 9 I6 + Y3 =% %B :* Y+, / /,B7@FF< 27=7177@0 Z

37 ?,+ 2? o ( o! B,, ' (E B C! B,/# o :: * + #.&! 40 E /C ( ( : 7@@F:0112+E @@?7@@9 7@@8" 0117 :7@@8# 5 E ",.E /, 81 * 5 E % E# ( " ) 4, ( ' E ( +! (0 1 E+ +() 7?.4. -+E "B<B=! N% E# E /, 81 5 EN% E#! E + +E ; * '! E 3-0# 4 :.. / O'33# ) ( 7?1 )?1 "( - " " "+ 6' ++;7! 47# " 6C ' "+; 8 "! 4 8#

38 ?,+ 28!? 6. ; 4 ) K ' -+ 6) 4 % C < < ( 6 7@F2U 6 7@F0U6 7@F7 + 7@F> / 7@@@ < 0111, +6.6) 3 6C ( "! 4 70 "+! 47 " 4;3()?* 6 +) + * 3 4; * I6 ( /J ( % 7@F@# 6 ( / 7@F># ) +.+! (0 1 ' " () K 4 :<+! ( B 7@@?# : ' :;! 4 7! + "+ 4.E 6C ( "+ ( 6 7@F7U 6E 7@@@#,+! +() *.. 6 ( % ' <0111#

39 ?,+ 2F, E+, ( -. -+,+ " + ( 0 5, 6 K * K / ( -! & -4 7@F1# " : + ) * E( 3. "+ <0111# -+ ; 0 # *( + 4(3 +:/ -,%. ( ' - C+ *C ; ; " ) " + + : ( + ( *H+ + K *H K 4 +) %H * 5%; (, % (

40 ?,+ ' + -,%.-+ *H+ + <+,.E 4 ; ' ( = ( ) - %; -+ <+ * ) % + = + 5 ) = # ', 6 ' ),, () + ) + <01±19 1@&20#+N4 0@±187@&>9#+N + +) E : ; +! (0 1 ( /./

41 ?,+ >1 %+ 3) BK+() ( < < " 7@@? 7@@8 7@@8 E I J < 0111# - 3+ ( < " 7@@@ 0111 :7@@F ( ' (,( 1?P ) *:(,+ - ( " 7@@F < (,+ 6+,,+ ( 4 # / 5- ) ( * ' ) * 5E *;! B,,' (EBC! B,/# :: * + # "! B,, ' (E B C! B,/# 0> * " + +;6)+* + # * 71 ( + <# + K % * K " %.( 10>11 6( ( * + ( ! B,/ ( ( + 7@@?# ( (,0117# + 7@@?! B,/ I () - E E+ * + ) + %./CJ! : : ( : 7@?@# ( + * + : + ( % ( " E

42 ?,+ >7 : : ( /+ ( :.6-. (,0117# *; " ( -. H+ ( (4> 7 # 4 * ( # ( - ) + + (-&-,"!,0>!/" = : ; 5. /. + >" < " % -,%* = 4 " G +H / 0 " + +E *H *H ) 71,+ H( 5, + 4 +! 7@F009: -,%7011 : 4 )( /. ) 5. *H * $ K K *H 5E+ " +*H" +*H" #./ 5 < < " ( " + +; 4 + " ) +! + " ' ( +; + 4 ( +;

43 ?,+ >0! +() &7 -,%.4 ),+() ( + <+. / % -,%.4 ) H Amplitude Zeit in ms + 3.-,% <# 250 gleichgerichtete Amp Zeit in ms #%3 I( (J.* ) - + +( *, ( * + 7@@F 0?# * ) % -,%! ) * - + ( * *% <

44 ?,+ > Amplitude Zeit in % -,% ( (( 91" <# +,+() +( "0 B /. *S W 9:# ( / * + < ) 70 72# - +( 6H ) (* + 7@@F 21# ( -. ( H ( + / ) : Zeit in %! ' (E! / # P 5E+# ,%. )H Winkel in $ 3 + * Ze i t i n % & %3 + *

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102 717 2,!/./,33!!/"!/?!!,70! Legende: Kontrollgruppe: Versuchsgruppe: AA AT DK DM IS KH MS RA RK RL UB AF AG ER GB HH HS JB LD LW PH RD UH AK CL IO WH EW GG HB IH SU Q< - +

103 710."/./88! 47F,+ Rescaled Distance Cluster Combine C A S E Label Num DM310_17 35 DM310_29 38 DM310_42 42 DM310_31 39 DM310_38 41 DM310_45 43 DM310_26 36 DM310_49 44 KH040_02 57 DM310_04 34 DM310_33 40 DM310_28 37 AA060_40 8 KH040_01 56 KH040_05 58 RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ KH040_15 61 KH040_23 64 KH040_21 62 KH040_26 65 KH040_06 59 MS291_25 75 MS291_29 76 MS291_22 73 MS291_09 69 MS291_14 71 KH040_22 63 MS291_16 72 MS291_23 74 RK180_22 92 RK180_39 96 RK180_45 97 RK180_46 98 RK180_31 95 RK180_49 99 MS291_13 70 MS291_36 77 MS291_06 68 IS230_06 46 IS230_41 53 IS230_07 47 IS230_37 51 IS230_43 54 IS230_39 52 IS230_29 49 IS230_30 50 IS230_02 45 IS230_21 48 IS230_46 55 MS291_04 67 AT090_15 12 AT090_18 14 AA060_47 9 AA060_54 10 AA060_32 6 AA060_59 11 AA060_06 1 AA060_07 2 AA060_39 7 UB160_ UB160_ AT090_61 22 RA050_27 83 UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ AA060_09 3 AA060_21 4 AA060_27 5 RA050_33 84 RA050_50 88 RA050_14 81 RA050_48 87 RA050_05 78 RA050_10 80 RA050_17 82 RA050_39 85 RA050_46 86 RA050_07 79 DK040_25 24 UB160_ AT090_50 20 DK040_31 26 AT090_58 21 DK040_14 23 DK040_37 27 DK040_49 28 DK040_51 29 DK040_61 32 DK040_29 25 DK040_78 33 DK040_57 30 DK040_59 31 AT090_20 15 AT090_26 16 AT090_40 18 AT090_44 19 AT090_28 17 AT090_16 13 KH040_35 66 RK180_12 90 RK180_15 91 RK180_04 89 KH040_08 60 RK180_29 94 RK180_ ?+,+ Rescaled Distance Cluster Combine C A S E Label Num DM310_17 35 DM310_29 38 DM310_42 42 DM310_31 39 DM310_38 41 DM310_45 43 DM310_26 36 DM310_49 44 KH040_02 57 DM310_04 34 DM310_33 40 DM310_28 37 AA060_40 8 KH040_05 58 RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ KH040_15 61 KH040_23 64 KH040_21 62 KH040_26 65 KH040_06 59 RK180_22 92 RK180_39 96 MS291_13 70 MS291_36 77 MS291_06 68 IS230_29 49 IS230_30 50 IS230_37 51 IS230_43 54 IS230_39 52 IS230_02 45 RK180_31 95 RK180_49 99 KH040_01 56 RK180_45 97 RK180_46 98 RL220_ RL220_ RL220_ RL220_ IS230_21 48 IS230_46 55 IS230_07 47 IS230_41 53 IS230_06 46 MS291_22 73 MS291_25 75 MS291_29 76 KH040_22 63 MS291_14 71 MS291_09 69 MS291_16 72 MS291_23 74 DK040_14 23 DK040_37 27 DK040_61 32 DK040_49 28 DK040_51 29 DK040_57 30 MS291_04 67 DK040_31 26 DK040_59 31 DK040_29 25 DK040_78 33 DK040_25 24 UB160_ AT090_15 12 AT090_18 14 AT090_20 15 AT090_26 16 AT090_50 20 AT090_40 18 AT090_44 19 AT090_16 13 KH040_35 66 AT090_28 17 RK180_12 90 RK180_15 91 RK180_04 89 KH040_08 60 RK180_29 94 AT090_58 21 RK180_27 93 AT090_61 22 UB160_ AA060_47 9 AA060_54 10 AA060_32 6 AA060_59 11 AA060_06 1 AA060_07 2 AA060_39 7 RA050_27 83 UB160_ RA050_07 79 UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ AA060_09 3 AA060_27 5 AA060_21 4 RA050_33 84 RA050_50 88 RA050_14 81 RA050_05 78 RA050_39 85 RA050_46 86 RA050_10 80 RA050_17 82 RA050_48 87

104 ,+ Rescaled Distance Cluster Combine C A S E Label Num DM310_45 43 DM310_17 35 DM310_29 38 DM310_31 39 DM310_38 41 DM310_26 36 KH040_15 61 KH040_26 65 RA050_ >2+ +,+ Rescaled Distance Cluster Combine C A S E Label Num AT090_20 15 DK040_57 30 AT090_26 16 DM310_04 34 DM310_28 37 KH040_22 63 RL220_ MS291_09 69 RK180_46 98 IS230_37 51 IS230_43 54 IS230_07 47 IS230_21 48 IS230_46 55 IS230_41 53 RL220_ IS230_02 45 IS230_39 52 IS230_29 49 IS230_30 50 MS291_13 70 MS291_36 77 MS291_06 68 RL220_ RL220_ RL220_ RL220_ IS230_06 46 RL220_ RL220_ RL220_ RL220_ RL220_ RK180_46 98 RL220_ RK180_22 92 RK180_39 96 RK180_31 95 RK180_45 97 KH040_01 56 KH040_05 58 RK180_49 99 MS291_16 72 MS291_23 74 MS291_14 71 MS291_22 73 MS291_25 75 MS291_29 76 KH040_22 63 UB160_ UB160_ RK180_27 93 RA050_17 82 UB160_ UB160_ UB160_ UB160_ AT090_15 12 AT090_18 14 DK040_49 28 DK040_51 29 DK040_37 27 DK040_14 23 DK040_59 31 DK040_78 33 DK040_29 25 DK040_57 30 DK040_25 24 AT090_40 18 AT090_44 19 DK040_31 26 DK040_61 32 MS291_04 67 AT090_58 21 AT090_61 22 MS291_09 69 RA050_05 78 RA050_50 88 AA060_27 5 RA050_14 81 RA050_27 83 AA060_06 1 AA060_59 11 AA060_07 2 AA060_32 6 AA060_47 9 AA060_54 10 KH040_06 59 KH040_23 64 KH040_21 62 UB160_ AA060_39 7 KH040_08 60 KH040_35 66 AT090_20 15 AT090_26 16 AT090_16 13 AT090_50 20 RK180_12 90 RK180_15 91 RK180_04 89 RK180_29 94 AT090_28 17 DM310_17 35 DM310_29 38 DM310_31 39 DM310_38 41 DM310_42 42 KH040_15 61 RL220_ DM310_26 36 DM310_49 44 AT090_18 14 RL220_ DM310_33 40 RL220_ DM310_45 43 MS291_29 76 KH040_23 64 MS291_22 73 MS291_25 75 KH040_05 58 KH040_21 62 KH040_26 65 RL220_ RL220_ KH040_02 57 KH040_01 56 RK180_45 97 MS291_13 70 MS291_36 77 MS291_06 68 MS291_04 67 MS291_16 72 RK180_22 92 RK180_39 96 AT090_15 12 AA060_40 8 RL220_ KH040_06 59 AT090_16 13 AT090_28 17 KH040_35 66 RK180_04 89 RK180_15 91 RK180_29 94 RK180_12 90 RK180_27 93 KH040_08 60 RA050_07 79 RA050_27 83 RL220_ RL220_ RL220_ MS291_23 74 RK180_31 95 RA050_14 81 RK180_49 99 AA060_27 5 RA050_48 87 UB160_ IS230_46 55 RA050_17 82 MS291_14 71 RA050_10 80 IS230_41 53 IS230_37 51 IS230_39 52 IS230_43 54 IS230_29 49 IS230_30 50 IS230_02 45 IS230_21 48 IS230_06 46 RA050_05 78 RA050_46 86 RA050_39 85 IS230_07 47 AT090_44 19 UB160_ AT090_40 18 AA060_09 3 AA060_21 4 AA060_47 9 AA060_54 10 RL220_ AA060_32 6 AA060_59 11 UB160_ UB160_ UB160_ UB160_ UB160_ AA060_06 1 AA060_07 2 AA060_39 7 AT090_61 22 UB160_ UB160_ UB160_ AT090_50 20 UB160_ DK040_31 26 AA060_09 3 DK040_59 31 AA060_21 4 UB160_ AA060_40 8 UB160_ RA050_39 85 RA050_46 86 RA050_33 84 UB160_ RA050_48 87 RA050_10 80 DM310_28 37 DM310_49 44 DM310_42 42 KH040_02 57 DM310_04 34 RA050_33 84 RA050_50 88 AT090_58 21 UB160_ DK040_49 28 DK040_51 29 DK040_14 23 DK040_37 27 DK040_61 32 DK040_29 25 DK040_78 33 DM310_33 40 DK040_25 24

105 71> 490 +E,+ Rescaled Distance Cluster Combine C A S E Label Num MS291_06 68 MS291_09 69 MS291_25 75 MS291_16 72 MS291_36 77 MS291_13 70 DM310_28 37 RA050_27 83 MS291_23 74 MS291_14 71 MS291_29 76 UB160_ UB160_ AA060_06 1 AA060_32 6 AA060_21 4 UB160_ RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ AA060_47 9 AA060_54 10 AA060_27 5 AA060_59 11 AA060_07 2 KH040_26 65 DM310_31 39 UB160_ DM310_26 36 DM310_49 44 RA050_17 82 DM310_29 38 DM310_38 41 DM310_04 34 DM310_45 43 DM310_17 35 DM310_42 42 AA060_09 3 AA060_39 7 IS230_07 47 DM310_33 40 AA060_40 8 IS230_02 45 AT090_15 12 AT090_61 22 RA050_10 80 RA050_14 81 RA050_48 87 RA050_50 88 RA050_07 79 RA050_39 85 UB160_ RA050_33 84 RL220_ RL220_ IS230_39 52 MS291_04 67 MS291_22 73 KH040_05 58 KH040_06 59 RK180_49 99 RL220_ RL220_ RL220_ UB160_ UB160_ UB160_ UB160_ KH040_01 56 KH040_15 61 AT090_18 14 KH040_21 62 KH040_02 57 KH040_22 63 KH040_23 64 IS230_21 48 IS230_43 54 IS230_41 53 IS230_29 49 RA050_46 86 IS230_46 55 IS230_06 46 IS230_30 50 IS230_37 51 RA050_05 78 UB160_ DK040_25 24 RK180_12 90 AT090_58 21 KH040_35 66 KH040_08 60 AT090_16 13 AT090_50 20 DK040_29 25 DK040_37 27 DK040_14 23 RK180_15 91 DK040_31 26 DK040_57 30 DK040_51 29 RK180_04 89 UB160_ RK180_45 97 RK180_46 98 RK180_31 95 RK180_22 92 RK180_39 96 RK180_27 93 RK180_29 94 DK040_59 31 DK040_78 33 DK040_49 28 DK040_61 32 AT090_26 16 AT090_28 17 AT090_20 15 AT090_44 19 AT090_ ?9"+ + Rescaled Distance Cluster Combine C A S E Label Num DM310_17 17 DM310_29 80 DM310_31 19 DM310_38 20 DM310_04 78 DM310_33 81 DM310_45 21 DM310_42 82 DM310_28 18 DM310_49 83 KH040_02 28 DM310_26 79 RL220_44 54 RL220_ RL220_ RL220_ RL220_33 52 RL220_36 53 RL220_ RL220_ RL220_ RL220_09 50 MS291_36 38 MS291_13 96 MS291_06 95 IS230_29 24 IS230_30 86 IS230_37 25 IS230_43 88 IS230_02 22 IS230_39 87 IS230_46 27 IS230_21 85 IS230_41 26 IS230_07 23 RL220_21 51 IS230_06 84 RK180_ RK180_ RK180_31 47 RK180_45 48 KH040_01 89 KH040_05 90 RK180_49 49 RK180_ UB160_26 57 UB160_ RK180_27 46 AA060_47 4 AA060_54 66 AA060_59 5 AA060_06 61 AA060_07 62 AA060_32 64 RA050_14 40 RA050_27 41 RA050_ UB160_ AA060_39 3 KH040_06 29 KH040_23 93 KH040_15 30 KH040_21 92 KH040_26 32 MS291_25 37 MS291_29 99 MS291_14 35 MS291_22 36 MS291_23 98 MS291_16 97 AA060_09 1 AA060_21 63 AA060_40 65 UB160_01 55 RA050_ RA050_48 43 RA050_ RA050_ RA050_ RA050_39 42 AA060_27 2 UB160_46 60 UB160_ UB160_36 58 UB160_ UB160_41 59 UB160_10 56 RA050_ UB160_ KH040_22 31 RA050_07 39 AT090_44 9 DK040_31 74 DK040_61 77 DK040_14 11 DK040_37 13 DK040_49 75 DK040_59 15 DK040_78 16 DK040_51 14 DK040_57 76 DK040_29 12 DK040_25 73 AT090_15 67 AT090_18 68 AT090_58 10 AT090_61 72 MS291_04 33 MS291_09 34 AT090_20 7 AT090_26 69 AT090_40 70 AT090_28 8 RK180_15 45 RK180_ RK180_04 44 KH040_08 91 AT090_16 6 AT090_50 71 KH040_35 94 RK180_29 108

106 719.3.!!!/0120/88! <:7F,+ Rescaled Distance Cluster Combine C A S E Label Num UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ RD131_ RD131_ RD131_ RD131_ RD131_ AG180_25 18 AG180_33 19 RD131_ RD131_ JB050_26 74 JB050_30 76 JB050_07 68 JB050_20 71 JB050_04 67 JB050_19 70 JB050_34 77 AF050_08 2 AF050_38 9 AF050_15 4 AF050_16 5 AF050_09 3 AF050_07 1 AF050_19 6 AF050_43 10 AF050_30 8 HH100_15 47 HH100_41 52 HH100_43 53 HH100_12 46 HH100_05 45 HS180_21 59 HS180_38 61 HS180_08 56 HS180_14 58 HS180_41 63 HS180_60 65 HS180_10 57 HS180_54 64 HS180_36 60 HS180_63 66 HS180_39 62 AF050_20 7 AF050_45 11 JB050_24 72 JB050_25 73 JB050_17 69 JB050_28 75 LW271_23 92 LW271_28 93 LW271_06 89 PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ LW271_62 98 PH080_ LW271_42 95 RD131_ RD131_ AG180_11 12 AG180_19 14 AG180_20 15 RD131_ RD131_ AG180_35 20 AG180_37 21 AG180_13 13 AG180_41 22 AG180_23 17 AG180_21 16 PH080_ PH080_ LW271_57 96 LW271_59 97 LW271_32 94 LW271_73 99 LW271_10 90 LW271_20 91 GB300_11 36 GB300_41 43 GB300_00 34 GB300_03 35 GB300_28 39 GB300_35 42 GB300_29 40 GB300_21 37 GB300_27 38 GB300_42 44 GB300_30 41 ER140_38 31 ER140_39 32 ER140_30 29 ER140_31 30 ER140_04 23 ER140_28 28 ER140_17 26 ER140_22 27 ER140_07 24 ER140_11 25 ER140_40 33 HH100_35 50 HH100_37 51 HH100_50 55 HH100_16 48 HH100_18 49 HH100_44 54 LD280_07 80 LD280_20 84 LD280_08 81 LD280_21 85 LD280_16 83 LD280_10 82 LD280_28 87 LD280_06 79 LD280_25 86 LD280_02 78 LD280_39 88 <:0?+,+ Rescaled Distance Cluster Combine C A S E Label Num UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ AG180_25 18 AG180_33 19 RD131_ RD131_ RD131_ RD131_ RD131_ RD131_ RD131_ JB050_26 74 JB050_30 76 JB050_07 68 JB050_20 71 JB050_04 67 JB050_19 70 JB050_34 77 HH100_15 47 HH100_43 53 HH100_41 52 HH100_05 45 HH100_12 46 AF050_07 1 AF050_30 8 AF050_08 2 AF050_16 5 AF050_09 3 AF050_15 4 AF050_38 9 AF050_43 10 AF050_19 6 RD131_ RD131_ AG180_11 12 AG180_19 14 AG180_13 13 AG180_20 15 AG180_41 22 AG180_23 17 AG180_35 20 AG180_37 21 AG180_21 16 HS180_14 58 HS180_41 63 HS180_60 65 HS180_21 59 HS180_38 61 HS180_08 56 HS180_10 57 HS180_54 64 AF050_20 7 AF050_45 11 JB050_24 72 JB050_25 73 JB050_17 69 JB050_28 75 LW271_23 92 LW271_28 93 LW271_06 89 PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ LW271_62 98 PH080_ LW271_42 95 ER140_38 31 ER140_39 32 ER140_30 29 ER140_31 30 ER140_04 23 ER140_28 28 GB300_11 36 GB300_41 43 ER140_17 26 ER140_22 27 ER140_07 24 ER140_11 25 ER140_40 33 LD280_02 78 LD280_06 79 LD280_25 86 LD280_10 82 LD280_28 87 LD280_07 80 LD280_20 84 LD280_21 85 LD280_08 81 LD280_16 83 LD280_39 88 HH100_35 50 HH100_37 51 HH100_50 55 HH100_16 48 HH100_18 49 HH100_44 54 GB300_00 34 GB300_03 35 GB300_30 41 GB300_35 42 GB300_28 39 GB300_29 40 GB300_21 37 GB300_42 44 GB300_27 38 LW271_57 96 LW271_59 97 LW271_32 94 LW271_73 99 LW271_10 90 PH080_ LW271_20 91 PH080_ HS180_36 60 HS180_63 66 HS180_39 62 RD131_ RD131_63 120

107 71? <:22+ +,+ AF050_08 2 AF050_38 9 AF050_30 8 AF050_43 10 JB050_28 75 JB050_30 76 JB050_24 72 <:>2+ +,+ AF050_07 1 AF050_30 8 AF050_19 6 LW271_57 96 LW271_59 97 LW271_32 94 PH080_ Rescaled Distance Cluster Combine C A S E Label Num JB050_25 73 JB050_17 69 JB050_04 67 Rescaled Distance Cluster Combine C A S E Label Num LW271_20 91 LW271_73 99 GB300_11 36 UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ RD131_ RD131_ RD131_ RD131_ RD131_ AG180_25 18 AG180_33 19 AG180_35 20 AG180_37 21 RD131_ RD131_ RD131_ AG180_21 16 AG180_23 17 AG180_13 13 AG180_20 15 AG180_11 12 AG180_19 14 AG180_41 22 HS180_36 60 HS180_63 66 HS180_54 64 HS180_14 58 HS180_41 63 HS180_38 61 HS180_60 65 HS180_21 59 HS180_08 56 HS180_10 57 HS180_39 62 LW271_23 92 PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ LW271_28 93 LW271_42 95 LW271_62 98 PH080_ LW271_06 89 HH100_15 47 HH100_43 53 HH100_05 45 HH100_12 46 HH100_41 52 AF050_19 6 AF050_20 7 AF050_45 11 AF050_09 3 JB050_26 74 JB050_19 70 JB050_34 77 JB050_07 68 JB050_20 71 AF050_07 1 AF050_16 5 RD131_ RD131_ RD131_ GB300_11 36 GB300_41 43 GB300_00 34 GB300_03 35 ER140_07 24 ER140_11 25 ER140_40 33 HH100_18 49 ER140_17 26 ER140_22 27 HH100_16 48 HH100_50 55 HH100_35 50 HH100_37 51 HH100_44 54 ER140_04 23 ER140_28 28 GB300_27 38 GB300_42 44 GB300_21 37 ER140_38 31 ER140_39 32 ER140_30 29 ER140_31 30 GB300_30 41 GB300_35 42 GB300_28 39 GB300_29 40 LD280_16 83 LD280_39 88 LD280_02 78 LD280_06 79 LD280_25 86 LD280_28 87 LD280_10 82 LD280_07 80 LD280_20 84 LD280_08 81 LD280_21 85 PH080_ PH080_ LW271_32 94 LW271_57 96 LW271_10 90 LW271_59 97 LW271_73 99 LW271_20 91 UH130_ UH130_ JB050_04 67 JB050_19 70 JB050_34 77 UH130_ UH130_ AF050_43 10 JB050_07 68 JB050_20 71 JB050_26 74 JB050_30 76 HH100_43 53 UH130_ UH130_ UH130_ UH130_ HS180_10 57 HH100_41 52 HS180_21 59 HH100_15 47 HS180_14 58 HS180_41 63 HS180_38 61 HS180_08 56 HH100_12 46 HS180_54 64 HS180_60 65 RD131_ RD131_ PH080_ AG180_21 16 AG180_35 20 AG180_23 17 AG180_41 22 AG180_37 21 AG180_13 13 AG180_20 15 AG180_19 14 AG180_11 12 UH130_ UH130_ UH130_ RD131_ RD131_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ RD131_ LW271_06 89 PH080_ AG180_25 18 AG180_33 19 RD131_ AF050_15 4 AF050_16 5 AF050_08 2 AF050_09 3 RD131_ RD131_ RD131_ GB300_41 43 LW271_10 90 LW271_62 98 PH080_ PH080_ HS180_39 62 HS180_63 66 HS180_36 60 LW271_23 92 LW271_28 93 ER140_04 23 ER140_28 28 ER140_17 26 ER140_22 27 ER140_07 24 ER140_11 25 ER140_38 31 ER140_39 32 ER140_30 29 ER140_31 30 ER140_40 33 AF050_20 7 AF050_45 11 RD131_ RD131_ JB050_24 72 JB050_25 73 JB050_17 69 JB050_28 75 HH100_05 45 HH100_35 50 HH100_50 55 HH100_37 51 LD280_28 87 LD280_39 88 LD280_10 82 LD280_21 85 LD280_06 79 LD280_20 84 LD280_07 80 LD280_08 81 LD280_02 78 LD280_25 86 HH100_44 54 LD280_16 83 GB300_30 41 GB300_35 42 HH100_16 48 HH100_18 49 GB300_27 38 GB300_00 34 GB300_03 35 GB300_28 39 GB300_29 40 GB300_21 37 GB300_42 44 LW271_42 95 AF050_15 4 AF050_38 9

108 718 <:90 +E,+ Rescaled Distance Cluster Combine C A S E Label Num UH130_ UH130_ AF050_30 8 AF050_16 5 AF050_45 11 JB050_25 73 ER140_38 31 ER140_39 32 ER140_30 29 ER140_31 30 AF050_15 4 AF050_38 9 LD280_02 78 LD280_25 86 LD280_39 88 UH130_ JB050_04 67 JB050_07 68 JB050_24 72 ER140_40 33 UH130_ LW271_42 95 UH130_ JB050_20 71 ER140_17 26 ER140_22 27 ER140_07 24 ER140_11 25 LD280_16 83 LD280_28 87 AF050_07 1 LD280_06 79 ER140_04 23 ER140_28 28 UH130_ UH130_ UH130_ LD280_10 82 UH130_ AF050_09 3 AF050_20 7 AF050_08 2 LD280_21 85 LD280_08 81 LD280_20 84 HS180_39 62 HS180_63 66 HH100_16 48 HH100_44 54 HH100_35 50 AF050_19 6 HH100_18 49 HH100_50 55 HH100_37 51 JB050_34 77 AG180_35 20 LW271_06 89 PH080_ PH080_ PH080_ PH080_ PH080_ JB050_30 76 LW271_28 93 RD131_ LW271_62 98 AF050_43 10 JB050_19 70 AG180_25 18 JB050_28 75 AG180_33 19 UH130_ PH080_ PH080_ PH080_ PH080_ RD131_ RD131_ RD131_ LW271_23 92 RD131_ RD131_ RD131_ JB050_17 69 JB050_26 74 LD280_07 80 UH130_ GB300_30 41 GB300_42 44 GB300_28 39 GB300_41 43 GB300_11 36 LW271_57 96 LW271_73 99 LW271_32 94 LW271_59 97 LW271_10 90 LW271_20 91 AG180_21 16 AG180_37 21 AG180_41 22 AG180_23 17 HH100_15 47 HH100_43 53 HH100_05 45 HH100_12 46 HH100_41 52 AG180_20 15 PH080_ RD131_ RD131_ AG180_13 13 RD131_ RD131_ AG180_19 14 AG180_11 12 PH080_ HS180_08 56 HS180_14 58 HS180_10 57 HS180_38 61 HS180_41 63 HS180_54 64 HS180_60 65 HS180_36 60 GB300_21 37 GB300_35 42 GB300_03 35 GB300_27 38 GB300_00 34 GB300_29 40 HS180_21 59 <:?9 "+ + Rescaled Distance Cluster Combine C A S E Label Num UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ AG180_35 20 AG180_37 21 AG180_25 18 AG180_33 19 RD131_ RD131_ RD131_ RD131_ RD131_ RD131_ RD131_ HH100_05 45 HH100_12 46 HH100_15 47 HH100_43 53 HH100_41 52 HS180_39 62 JB050_28 75 JB050_30 76 JB050_24 72 JB050_25 73 JB050_17 69 JB050_07 68 JB050_20 71 AF050_07 1 AF050_16 5 JB050_04 67 JB050_26 74 JB050_19 70 JB050_34 77 AF050_19 6 AF050_20 7 AF050_08 2 AF050_38 9 AF050_09 3 AF050_15 4 AF050_30 8 AF050_43 10 AF050_45 11 LW271_23 92 PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ LW271_28 93 LW271_42 95 LW271_62 98 PH080_ LW271_06 89 HS180_14 58 HS180_41 63 HS180_38 61 HS180_60 65 HS180_21 59 HS180_08 56 HS180_10 57 HS180_36 60 HS180_63 66 HS180_54 64 RD131_ RD131_ LW271_32 94 LW271_57 96 LW271_59 97 LW271_73 99 LW271_10 90 LW271_20 91 PH080_ PH080_ AG180_21 16 AG180_23 17 AG180_13 13 AG180_41 22 RD131_ RD131_ AG180_11 12 AG180_19 14 AG180_20 15 ER140_17 26 ER140_22 27 ER140_07 24 ER140_11 25 ER140_40 33 HH100_35 50 HH100_37 51 HH100_18 49 HH100_50 55 HH100_16 48 HH100_44 54 LD280_02 78 LD280_06 79 LD280_25 86 LD280_28 87 LD280_10 82 LD280_07 80 LD280_20 84 LD280_08 81 LD280_16 83 LD280_21 85 LD280_39 88 ER140_38 31 ER140_39 32 ER140_30 29 ER140_31 30 ER140_04 23 ER140_28 28 GB300_21 37 GB300_42 44 GB300_28 39 GB300_30 41 GB300_27 38 GB300_35 42 GB300_29 40 GB300_00 34 GB300_41 43 GB300_11 36 GB300_03 35

109 AK140_41 32 AK140_02 23 AK140_09 24 IH280_ CL010_36 42 CL010_30 39 CL010_37 43 CL010_17 36 GG060_09 82 GG060_13 83 GG060_07 80 GG060_16 84 <7F,+ IH280_ HB290_33 98 HB290_37 99 HB290_22 96 HB290_32 97 HB290_12 91 CL010_33 40 CL010_18 37 CL010_35 41 CL010_03 34 CL010_42 44 CL010_29 38 GG060_24 86 GG060_22 85 GG060_32 87 RD131_ RD131_ SU020_ IH280_ IO181_ SU020_ Rescaled Distance Cluster Combine C A S E Label Num IH280_ IH280_ IH280_ IO181_ IO181_ IO181_ SU020_ SU020_ SU020_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ JB050_ JB050_ JB050_ HH100_ HH100_ HH100_ HH100_ HH100_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ AG180_35 20 AG180_37 21 HB290_15 92 RD131_ RD131_ AG180_11 12 AG180_19 14 AG180_20 15 AG180_13 13 AG180_41 22 AG180_23 17 AG180_21 16 HS180_ HS180_ HS180_ JB050_ JB050_ JB050_ JB050_ JB050_ AF050_07 1 AF050_30 8 AF050_08 2 AF050_38 9 AF050_09 3 AF050_15 4 AF050_16 5 AF050_43 10 AF050_19 6 AK140_27 29 AK140_44 33 AK140_14 25 AK140_24 28 AK140_19 27 IH280_ IH280_ IH280_ IH280_ IH280_ LW271_ PH080_ RD131_ RD131_ RD131_ RD131_ RD131_ AG180_25 18 AG180_33 19 RD131_ RD131_ LW271_ LW271_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ AK140_18 26 AK140_34 31 AK140_30 30 EW180_01 56 EW180_28 58 EW180_36 60 EW180_55 66 EW180_37 61 EW180_44 64 EW180_18 57 AF050_20 7 AF050_45 11 JB050_ JB050_ JB050_ LW271_ PH080_ LW271_ LW271_ LW271_ LW271_ LW271_ LW271_ LW271_ HB290_17 93 PH080_ HB290_21 95 PH080_ HH100_ HH100_ HH100_ HH100_ HH100_ HH100_ GG060_08 81 CL010_14 35 LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ HB290_01 89 HB290_10 90 HB290_18 94 IO181_ IO181_ IO181_ IO181_ IO181_ IO181_ IO181_ EW180_40 62 EW180_45 65 EW180_41 63 ER140_17 48 ER140_22 49 ER140_07 46 ER140_11 47 ER140_40 55 GB300_11 69 GB300_41 76 WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ GB300_00 67 GB300_03 68 GB300_28 72 GB300_35 75 GB300_29 73 GB300_21 70 GB300_42 77 GB300_27 71 GB300_30 74 EW180_30 59 ER140_38 53 ER140_39 54 ER140_30 51 ER140_31 52 ER140_04 45 ER140_28 50 GG060_05 79 GG060_01 78 GG060_33 88 SU020_ SU020_ SU020_ SU020_ SU020_ SU020_03 199

110 <0?+,+ Rescaled Distance Cluster Combine C A S E Label Num HB290_32 97 HB290_15 92 AG180_25 18 AG180_33 19 RD131_ IH280_ IH280_ HB290_12 91 IH280_ IH280_ HH100_ HH100_ GB300_28 72 GB300_29 73 GB300_21 70 GB300_42 77 GB300_30 74 GB300_35 75 GB300_27 71 EW180_30 59 RD131_ RD131_ RD131_ LW271_ PH080_ LW271_ SU020_ SU020_ SU020_ SU020_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ AG180_11 12 AG180_19 14 AG180_13 13 AG180_20 15 AG180_41 22 AG180_23 17 AG180_21 16 AG180_35 20 AG180_37 21 RD131_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ JB050_ JB050_ JB050_ HH100_ HH100_ HH100_ HH100_ HH100_ HS180_ HS180_ HS180_ IO181_ LW271_ LW271_ RD131_ RD131_ RD131_ RD131_ JB050_ JB050_ JB050_ JB050_ JB050_ AF050_07 1 AF050_30 8 AF050_08 2 AF050_38 9 AF050_09 3 AF050_15 4 AF050_16 5 AF050_43 10 AF050_19 6 RD131_ HB290_33 98 HB290_37 99 HB290_22 96 IH280_ IH280_ IH280_ IH280_ IH280_ IH280_ IH280_ AK140_18 26 AK140_34 31 AK140_30 30 EW180_18 57 EW180_37 61 EW180_44 64 EW180_28 58 EW180_36 60 EW180_01 56 EW180_55 66 AK140_02 23 AK140_09 24 AK140_14 25 AK140_24 28 AK140_19 27 AK140_41 32 AK140_27 29 AK140_44 33 LW271_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ EW180_40 62 EW180_45 65 EW180_41 63 ER140_17 48 ER140_22 49 ER140_07 46 ER140_11 47 ER140_40 55 GG060_01 78 GG060_33 88 GG060_09 82 GG060_13 83 GG060_07 80 GG060_16 84 GG060_24 86 GG060_32 87 GG060_22 85 ER140_38 53 ER140_39 54 ER140_30 51 ER140_31 52 ER140_04 45 ER140_28 50 GG060_05 79 HH100_ GG060_08 81 LW271_ LW271_ LW271_ LW271_ LW271_ PH080_ LW271_ HB290_17 93 PH080_ HB290_21 95 HH100_ HH100_ CL010_18 37 CL010_35 41 CL010_03 34 CL010_42 44 CL010_29 38 LD280_ LD280_ LD280_ CL010_14 35 CL010_36 42 CL010_30 39 CL010_37 43 CL010_17 36 CL010_33 40 HB290_01 89 HB290_10 90 HB290_18 94 HH100_ LD280_ LD280_ LD280_ IO181_ IO181_ LD280_ LD280_ LD280_ LD280_ IO181_ LD280_ IO181_ IO181_ IO181_ IO181_ IO181_ IO181_ IO181_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ GB300_11 69 GB300_41 76 GB300_00 67 GB300_03 68 RD131_ SU020_ AF050_20 7 AF050_45 11 JB050_ JB050_ JB050_28 152

111 771 <22+ +,+ ER140_39 54 ER140_30 51 ER140_31 52 GG060_08 81 EW180_30 59 IO181_ IO181_ AK140_44 33 AK140_09 24 AK140_30 30 AK140_34 31 AK140_18 26 EW180_37 61 EW180_44 64 GG060_32 87 GG060_07 80 GG060_16 84 GG060_22 85 SU020_ SU020_ SU020_ Rescaled Distance Cluster Combine C A S E Label Num UH130_ IO181_ IO181_ IO181_ IO181_ LD280_ EW180_28 58 EW180_36 60 EW180_01 56 EW180_55 66 EW180_40 62 SU020_ SU020_ SU020_ SU020_ SU020_ UH130_ LD280_ EW180_45 65 SU020_ UH130_ LD280_ EW180_41 63 SU020_ UH130_ LD280_ HB290_33 98 SU020_ UH130_ UH130_ UH130_ LD280_ LD280_ LD280_ HB290_37 99 HB290_22 96 HB290_32 97 RD131_ RD131_ UH130_ IO181_ HB290_12 91 UH130_ IO181_ IH280_ UH130_ UH130_ IO181_ LD280_ IH280_ IH280_ AG180_35 20 LD280_ IH280_ AG180_37 21 IO181_ IH280_ AG180_25 18 LD280_ IH280_ AG180_33 19 RD131_ LD280_ CL010_03 34 IH280_ IH280_ RD131_ CL010_42 44 IH280_ RD131_ CL010_18 37 IH280_ RD131_ RD131_ CL010_35 41 CL010_29 38 IH280_ RD131_ RD131_ HB290_01 89 LW271_ RD131_ HB290_10 90 LW271_ RD131_ HB290_18 94 PH080_ AG180_11 12 AG180_19 14 CL010_33 40 CL010_14 35 PH080_ PH080_ AG180_41 22 CL010_36 42 PH080_ AG180_21 16 CL010_30 39 PH080_ AG180_23 17 CL010_17 36 PH080_ AG180_13 13 AG180_20 15 CL010_37 43 HH100_ LW271_ PH080_ HS180_ HH100_ PH080_ HS180_ HH100_ HH100_ HS180_ HH100_ HH100_ HS180_ HS180_ HH100_ HH100_ HH100_ HH100_ HS180_ ER140_07 46 HH100_ HS180_ ER140_11 47 AF050_07 1 HS180_ ER140_40 55 AF050_16 5 HS180_ HS180_ GB300_11 69 GB300_41 76 JB050_ JB050_ HS180_ GB300_00 67 JB050_ IO181_ ER140_17 48 JB050_ LW271_ LW271_ ER140_22 49 GB300_03 68 JB050_ JB050_ LW271_ LW271_ JB050_ LW271_ PH080_ JB050_ LW271_ LW271_ JB050_ LW271_ HB290_15 92 WH030_ WH030_ JB050_ JB050_ HB290_21 95 WH030_ AF050_30 8 PH080_ WH030_ EW180_18 57 PH080_ WH030_ AF050_09 3 HB290_17 93 ER140_04 45 WH030_ WH030_ AF050_15 4 AF050_08 2 ER140_28 50 WH030_ AF050_38 9 GG060_05 79 WH030_ AF050_43 10 GB300_21 70 WH030_ AF050_19 6 GB300_42 77 GB300_30 74 WH030_ AK140_14 25 AF050_20 7 AF050_45 11 GB300_35 75 AK140_24 28 GG060_01 78 GB300_28 72 AK140_41 32 GG060_33 88 GB300_27 71 AK140_02 23 GG060_09 82 GB300_29 73 ER140_38 53 AK140_19 27 AK140_27 29 GG060_13 83 GG060_24 86

112 777 <>2+ +,+ Rescaled Distance Cluster Combine C A S E Label Num EW180_44 64 LW271_ PH080_ AK140_02 23 AK140_09 24 AK140_19 27 AK140_24 28 AK140_14 25 RD131_ AG180_33 19 IH280_ IH280_ IO181_ LD280_ IO181_ LD280_ IO181_ IO181_ IO181_ IO181_ HH100_ HH100_ HH100_ GG060_24 86 HH100_ SU020_ SU020_ SU020_ AF050_45 11 SU020_ SU020_ AF050_20 7 LW271_ LW271_ WH030_ WH030_ UH130_ IH280_ EW180_30 59 WH030_ UH130_ IH280_ GB300_30 74 WH030_ JB050_ IH280_ GB300_27 71 IO181_ JB050_ AG180_25 18 GG060_05 79 IO181_ JB050_ IH280_ GG060_22 85 IO181_ UH130_ AF050_07 1 GG060_16 84 IO181_ UH130_ AF050_30 8 GG060_32 87 HH100_ AF050_19 6 GB300_00 67 JB050_ HB290_15 92 GB300_03 68 JB050_ IH280_ GB300_28 72 UH130_ AF050_15 4 GB300_29 73 UH130_ AF050_16 5 GB300_21 70 UH130_ AF050_43 10 GB300_42 77 UH130_ AK140_41 32 GB300_35 75 HS180_ JB050_ CL010_03 34 HS180_ JB050_ CL010_42 44 HS180_ AF050_08 2 CL010_29 38 HH100_ AF050_38 9 LD280_ HS180_ RD131_ CL010_18 37 HS180_ RD131_ CL010_35 41 HH100_ AK140_44 33 HH100_ HS180_ AF050_09 3 HH100_ HS180_ RD131_ LD280_ RD131_ HB290_12 91 LD280_ RD131_ GG060_07 80 LD280_ AG180_13 13 GG060_13 83 HH100_ AG180_20 15 GG060_33 88 WH030_ AG180_11 12 GG060_09 82 GG060_08 81 AG180_19 14 HS180_ IH280_ IH280_ HS180_ WH030_ IH280_ GG060_01 78 EW180_41 63 AG180_23 17 LW271_ IH280_ AG180_37 21 PH080_ LW271_ AG180_41 22 PH080_ LW271_ AG180_21 16 HS180_ IO181_ AG180_35 20 ER140_04 45 LW271_ UH130_ ER140_28 50 LW271_ UH130_ ER140_38 53 PH080_ UH130_ ER140_39 54 GB300_11 69 HS180_ ER140_30 51 GB300_41 76 RD131_ ER140_31 52 WH030_ AK140_18 26 RD131_ WH030_ AK140_34 31 ER140_17 48 LW271_ AK140_30 30 ER140_22 49 WH030_ RD131_ ER140_07 46 WH030_ EW180_18 57 ER140_11 47 WH030_ EW180_37 61 ER140_40 55 HH100_ PH080_ HB290_17 93 CL010_30 39 PH080_ PH080_ CL010_37 43 AK140_27 29 SU020_ CL010_14 35 PH080_ HB290_21 95 CL010_36 42 SU020_ EW180_40 62 CL010_33 40 HB290_33 98 EW180_45 65 CL010_17 36 HB290_37 99 SU020_ HB290_01 89 HB290_22 96 SU020_ HB290_10 90 HB290_32 97 SU020_ LW271_ PH080_ LW271_ HB290_18 94 PH080_ SU020_ RD131_ PH080_ LD280_ RD131_ EW180_28 58 LD280_ JB050_ EW180_36 60 LD280_ JB050_ EW180_01 56 LD280_ JB050_ EW180_55 66 LD280_ JB050_17 146

113 770 <90 +E,+ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ IH280_ PH080_ AG180_25 18 JB050_ AG180_33 19 EW180_37 61 EW180_55 66 EW180_01 56 GB300_29 73 GB300_21 70 GB300_35 75 GB300_03 68 GB300_27 71 HS180_ GB300_11 69 IH280_ JB050_ SU020_ Rescaled Distance Cluster Combine C A S E Label Num UH130_ UH130_ AF050_16 5 AF050_30 8 ER140_38 53 ER140_39 54 ER140_30 51 ER140_31 52 AF050_45 11 JB050_ LD280_ LD280_ AF050_07 1 LD280_ ER140_07 46 ER140_11 47 ER140_17 48 ER140_22 49 GG060_05 79 JB050_ JB050_ JB050_ LW271_ UH130_ LD280_ LD280_ LD280_ UH130_ ER140_40 55 UH130_ AF050_15 4 AF050_38 9 JB050_ AF050_19 6 GG060_09 82 GG060_13 83 GG060_07 80 GG060_24 86 GG060_16 84 GG060_22 85 GG060_08 81 UH130_ UH130_ UH130_ LD280_ UH130_ AF050_08 2 LD280_ LD280_ LD280_ AF050_09 3 AF050_20 7 GG060_33 88 ER140_04 45 ER140_28 50 GG060_01 78 EW180_28 58 EW180_30 59 HS180_ HS180_ EW180_18 57 LD280_ UH130_ IH280_ IH280_ IH280_ IH280_ IH280_ HB290_33 98 HB290_37 99 HB290_22 96 HB290_32 97 IH280_ IO181_ IO181_ IO181_ HB290_12 91 AK140_14 25 AK140_34 31 HH100_ IO181_ AK140_02 23 AK140_41 32 HH100_ WH030_ AK140_24 28 HH100_ HH100_ HH100_ IH280_ IH280_ IH280_ AK140_18 26 AK140_27 29 AK140_44 33 HH100_ AK140_19 27 JB050_ PH080_ PH080_ AG180_35 20 EW180_41 63 LW271_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ EW180_40 62 EW180_45 65 JB050_ EW180_36 60 GG060_32 87 WH030_ UH130_ AK140_09 24 AK140_30 30 AF050_43 10 JB050_ JB050_ WH030_ EW180_44 64 RD131_ RD131_ RD131_ LW271_ RD131_ RD131_ RD131_ LW271_ RD131_ LW271_ WH030_ WH030_ IO181_ IO181_ IO181_ IO181_ IO181_ IO181_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ AG180_21 16 AG180_37 21 CL010_03 34 CL010_18 37 CL010_35 41 CL010_33 40 CL010_42 44 CL010_29 38 CL010_30 39 AG180_23 17 HH100_ HH100_ HH100_ IO181_ HB290_15 92 AG180_41 22 AG180_11 12 HB290_21 95 HH100_ HH100_ AG180_13 13 RD131_ RD131_ CL010_14 35 CL010_36 42 AG180_19 14 CL010_37 43 AG180_20 15 PH080_ RD131_ RD131_ CL010_17 36 PH080_ LW271_ LW271_ LW271_ HB290_17 93 LW271_ HB290_01 89 HB290_10 90 HB290_18 94 LW271_ LW271_ GB300_30 74 GB300_42 77 GB300_28 72 GB300_41 76 GB300_00 67 SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_04 200

114 772 <?9"+ + Rescaled Distance Cluster Combine C A S E Label Num EW180_45 32 EW180_ EW180_41 31 HB290_ HB290_ HB290_32 48 HB290_37 49 IH280_05 61 IH280_20 65 IH280_ LD280_39 82 CL010_18 18 CL010_35 20 CL010_ CL010_ CL010_ CL010_37 21 CL010_ CL010_14 17 CL010_ HS180_ HS180_ HS180_36 57 HS180_63 60 HS180_54 59 SU020_ SU020_ SU020_ SU020_ SU020_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ AG180_37 10 AG180_ AG180_33 9 AG180_ RD131_51 97 RD131_37 96 RD131_ RD131_ RD131_ RD131_ RD131_17 94 LW271_ HH100_ HH100_ HH100_12 50 HH100_ HH100_41 53 IO181_ HS180_39 58 AG180_ AG180_ AG180_20 7 AG180_23 8 AG180_ AG180_13 6 AG180_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ WH030_ AK140_14 12 AK140_ AK140_ AK140_02 11 AK140_19 13 AK140_27 14 AK140_44 16 AK140_ AK140_34 15 AK140_ AK140_ EW180_37 30 EW180_ EW180_ EW180_ EW180_ EW180_ IH280_ HB290_12 45 IH280_ IH280_16 64 IH280_ IH280_ IH280_10 62 IH280_ IH280_12 63 LW271_ LW271_ PH080_ PH080_ PH080_ PH080_21 90 PH080_11 89 PH080_27 91 LW271_23 84 PH080_38 92 PH080_ LW271_62 87 PH080_05 88 EW180_18 28 JB050_24 74 JB050_ JB050_30 76 JB050_ JB050_ JB050_07 72 JB050_ JB050_ JB050_26 75 JB050_ JB050_19 73 AF050_16 2 AF050_ AF050_09 1 AF050_ AF050_38 4 AF050_ AF050_ AF050_20 3 AF050_ AF050_ AF050_45 5 IO181_42 70 IO181_ IO181_19 68 IO181_60 71 IO181_ IO181_32 69 IO181_11 67 IO181_ IO181_ IO181_04 66 LD280_02 77 LD280_ LD280_25 81 LD280_ LD280_10 79 LD280_07 78 LD280_20 80 LD280_ LD280_ LD280_ CL010_30 19 CL010_ HH100_16 51 HH100_44 54 HH100_35 52 HH100_ HH100_ HH100_ ER140_22 24 ER140_ ER140_11 23 ER140_ ER140_40 27 GG060_ GG060_ GG060_13 41 GG060_ GG060_ GG060_ GG060_32 43 GG060_ GG060_22 42 ER140_04 22 ER140_ GG060_05 39 ER140_ ER140_ ER140_30 25 ER140_38 26 GG060_08 40 EW180_30 29 GB300_42 38 GB300_ GB300_ GB300_ GB300_29 36 GB300_35 37 GB300_27 35 GB300_11 34 GB300_ GB300_00 33 GB300_ LW271_32 85 LW271_ LW271_57 86 LW271_ LW271_10 83 LW271_ HB290_01 44 HB290_ HB290_ HB290_17 46 PH080_43 93 PH080_ HB290_21 47 HB290_ RD131_63 98 RD131_ RD131_21 95 RD131_ HS180_14 56 HS180_ HS180_ HS180_ HS180_08 55 SU020_03 99 SU020_ SU020_ SU020_ SU020_ SU020_23 104

115 77>."/./88! AG180_35 31 AG180_37 32 AG180_13 24 AG180_41 33 KH040_ RK180_ RK180_ RK180_ DK040_25 46 DK040_49 50 DK040_57 52 DK040_ !!!/0120/88! AG180_23 28 AG180_21 27 PH080_ RK180_ RK180_ IS230_ IS230_ IS230_ DK040_14 45 DK040_37 49 DK040_61 54 LW271_ :0,33! 5:7F,+ PH080_ HS180_ HS180_ HS180_ HH100_15 91 HH100_41 96 HH100_43 97 HH100_12 90 HH100_05 89 HS180_ HS180_ HS180_ RL220_ RL220_ RL220_ RL220_ RL220_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ LW271_ LW271_ LW271_ LW271_ LW271_ RA050_ AA060_06 1 AA060_07 2 AA060_32 6 AA060_59 11 AA060_39 7 LW271_ HS180_ IS230_ PH080_ Rescaled Distance Cluster Combine C A S E Label Num UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ JB050_ JB050_ JB050_ JB050_ JB050_ JB050_ JB050_ AF050_07 12 AF050_30 19 AF050_08 13 AF050_38 20 AF050_09 14 AF050_15 15 AF050_16 16 AF050_19 17 AF050_43 21 RD131_ RD131_ RD131_ RD131_ RD131_ AG180_25 29 AG180_33 30 RD131_ RD131_ AT090_16 35 KH040_ RK180_ RK180_ RK180_ KH040_ RK180_ AT090_15 34 AT090_18 36 AG180_11 23 AG180_19 25 AG180_20 26 RD131_ RD131_ HS180_ HS180_ HS180_ HS180_ AF050_20 18 AF050_45 22 JB050_ JB050_ JB050_ JB050_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ AA060_09 3 AA060_21 4 PH080_ AA060_27 5 LW271_ MS291_ MS291_ MS291_ MS291_ MS291_ MS291_ KH040_ MS291_ RA050_ UB160_ DM310_04 56 DM310_28 59 KH040_ DM310_17 57 DM310_29 60 DM310_31 61 DM310_38 63 DM310_42 64 DM310_33 62 DM310_45 65 DM310_26 58 DM310_49 66 AA060_40 8 KH040_ KH040_ KH040_ KH040_ KH040_ LW271_ RK180_ RK180_ KH040_ MS291_ MS291_ MS291_ RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ ER140_17 70 ER140_22 71 ER140_07 68 ER140_11 69 ER140_40 77 HH100_35 94 HH100_37 95 HH100_50 99 HH100_16 92 HH100_18 93 HH100_44 98 LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ GB300_00 78 GB300_03 79 GB300_21 81 GB300_42 88 GB300_28 83 GB300_35 86 GB300_29 84 GB300_27 82 GB300_30 85 ER140_38 75 ER140_39 76 ER140_30 73 ER140_31 74 ER140_04 67 ER140_28 72 GB300_11 80 GB300_41 87 MS291_ AT090_50 42 DK040_31 48 DK040_59 53 DK040_29 47 DK040_78 55 AA060_54 10 AA060_47 9 LW271_ UB160_ UB160_ AT090_58 43 AT090_61 44 RA050_ RA050_ UB160_ RA050_ UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ RA050_ UB160_ RA050_ RA050_ LW271_ RA050_ RA050_ RA050_ RD131_ RD131_ AT090_20 37 AT090_26 38 AT090_40 40 AT090_44 41 AT090_28 39

116 779 5:0?+,+ Rescaled Distance Cluster Combine C A S E Label Num HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HH100_05 89 HS180_ AF050_20 18 AF050_45 22 MS291_ MS291_ KH040_ RK180_ RK180_ RK180_ RK180_ DM310_49 66 KH040_ KH040_ RL220_ DM310_04 56 LD280_ LD280_ GB300_30 85 GB300_35 86 GB300_27 82 GB300_28 83 GB300_29 84 GB300_21 81 GB300_42 88 HH100_35 94 HH100_37 95 HH100_50 99 UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ AT090_15 34 AG180_35 31 AG180_37 32 AG180_21 27 AG180_11 23 AG180_19 25 AG180_13 24 AG180_20 26 AG180_23 28 AG180_41 33 HH100_15 91 HH100_43 97 HH100_41 96 HH100_12 90 JB050_ JB050_ JB050_ JB050_ JB050_ JB050_ JB050_ AF050_07 12 AF050_30 19 AF050_08 13 AF050_15 15 AF050_09 14 AF050_38 20 AF050_16 16 AF050_19 17 AF050_43 21 RD131_ RD131_ RD131_ RD131_ AG180_25 29 AG180_33 30 RD131_ RD131_ RD131_ RD131_ RD131_ AT090_16 35 KH040_ AT090_58 43 AT090_61 44 RK180_ RK180_ RK180_ KH040_ RK180_ HS180_ HS180_ JB050_ JB050_ JB050_ JB050_ AA060_27 5 LW271_ RA050_ RA050_ RA050_ RA050_ RA050_ LW271_ AA060_21 4 PH080_ AA060_09 3 PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ RA050_ UB160_ RA050_ RA050_ UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ RA050_ UB160_ UB160_ KH040_ KH040_ KH040_ KH040_ MS291_ MS291_ MS291_ MS291_ MS291_ MS291_ RA050_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ RL220_ RL220_ RL220_ RL220_ RL220_ GB300_00 78 GB300_03 79 MS291_ DM310_28 59 DM310_33 62 DM310_45 65 DM310_17 57 DM310_29 60 DM310_31 61 DM310_38 63 DM310_42 64 DM310_26 58 KH040_ LW271_ AA060_40 8 RL220_ RL220_ RL220_ IS230_ RL220_ IS230_ IS230_ RK180_ RK180_ KH040_ MS291_ RL220_ AT090_18 36 AT090_20 37 AT090_26 38 AT090_50 42 AT090_40 40 AT090_44 41 AT090_28 39 GB300_11 80 GB300_41 87 DK040_29 47 DK040_78 55 DK040_25 46 DK040_49 50 DK040_51 51 DK040_57 52 DK040_14 45 DK040_37 49 DK040_61 54 DK040_31 48 DK040_59 53 MS291_ LW271_ LW271_ LW271_ LW271_ LW271_ LW271_ PH080_ RK180_ PH080_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ HH100_16 92 HH100_18 93 HH100_44 98 ER140_17 70 ER140_22 71 ER140_07 68 ER140_11 69 ER140_40 77 ER140_38 75 ER140_39 76 ER140_30 73 ER140_31 74 ER140_04 67 ER140_28 72 RA050_ UB160_ LW271_ PH080_ AA060_54 10 AA060_47 9 AA060_06 1 AA060_07 2 AA060_32 6 AA060_59 11 LW271_ AA060_39 7 RD131_ RD131_63 208

117 77? 5:22+ +,+ JB050_ JB050_ JB050_ JB050_ JB050_ RK180_ RK180_ RK180_ RK180_ KH040_ MS291_ MS291_ MS291_ KH040_ KH040_ KH040_ KH040_ LW271_ PH080_ AA060_47 9 HH100_35 94 HH100_37 95 HH100_50 99 HH100_16 92 HH100_44 98 ER140_17 70 ER140_22 71 ER140_07 68 ER140_11 69 HH100_18 93 Rescaled Distance Cluster Combine C A S E Label Num KH040_ RK180_ MS291_ AA060_06 1 AA060_59 11 AA060_07 2 ER140_40 77 MS291_ MS291_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ AG180_35 31 AG180_37 32 AG180_25 29 AG180_33 30 RD131_ RD131_ RD131_ RD131_ RD131_ RD131_ AG180_21 27 AG180_23 28 AG180_13 24 AG180_20 26 AG180_11 23 AG180_19 25 AG180_41 33 AT090_15 34 AT090_18 36 LW271_ LW271_ LW271_ LW271_ LW271_ LW271_ PH080_ PH080_ RA050_ AF050_19 17 AF050_20 18 AF050_09 14 AF050_15 15 AF050_08 13 AF050_38 20 AF050_43 21 AF050_30 19 RD131_ AF050_45 22 HH100_15 91 HH100_43 97 HH100_12 90 HH100_05 89 HH100_41 96 JB050_ JB050_ JB050_ JB050_ JB050_ AF050_07 12 AF050_16 16 JB050_ RK180_ IS230_ IS230_ RL220_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ RL220_ RL220_ RL220_ RL220_ RL220_ IS230_ RL220_ RL220_ RL220_ RL220_ RL220_ DM310_28 59 DM310_49 66 DM310_42 64 KH040_ LW271_ PH080_ DM310_26 58 DM310_38 63 DM310_04 56 DM310_33 62 DM310_45 65 DM310_17 57 DM310_29 60 DM310_31 61 KH040_ LW271_ LW271_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ RA050_ RA050_ PH080_ UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ RK180_ RA050_ UB160_ AA060_40 8 RA050_ UB160_ MS291_ MS291_ AA060_32 6 AA060_54 10 RA050_ RA050_ KH040_ UB160_ RA050_ RA050_ AA060_27 5 LW271_ AA060_09 3 AA060_21 4 RA050_ UB160_ RA050_ AA060_39 7 AT090_40 40 AT090_44 41 DK040_31 48 DK040_61 54 LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ ER140_04 67 ER140_28 72 GB300_27 82 GB300_42 88 GB300_21 81 ER140_38 75 ER140_39 76 ER140_30 73 ER140_31 74 GB300_30 85 GB300_35 86 GB300_28 83 GB300_29 84 GB300_11 80 GB300_41 87 GB300_03 79 GB300_00 78 IS230_ IS230_ MS291_ MS291_ MS291_ DK040_49 50 DK040_51 51 DK040_14 45 DK040_37 49 DK040_59 53 DK040_78 55 DK040_57 52 DK040_29 47 DK040_25 46 AT090_20 37 AT090_26 38 AT090_28 39 HS180_ HS180_ KH040_ RK180_ RK180_ KH040_ AT090_16 35 AT090_50 42 RK180_ RK180_ AT090_58 43 AT090_61 44 HS180_ RD131_ RD131_ RD131_ RD131_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_54 108

118 778 5:>2+ +,+ AF050_07 12 AF050_30 19 AA060_09 3 AF050_19 17 PH080_ PH080_ PH080_ LW271_ DK040_14 45 LW271_ DK040_37 49 LW271_ AT090_50 42 DK040_31 48 RL220_ ER140_04 67 ER140_28 72 HH100_35 94 HH100_50 99 HH100_37 95 HH100_44 98 AA060_21 4 DK040_59 53 LD280_ PH080_ HH100_12 90 AT090_28 39 Rescaled Distance Cluster Combine C A S E Label Num UH130_ UH130_ JB050_ JB050_ JB050_ UH130_ UH130_ AF050_43 21 JB050_ JB050_ JB050_ HH100_43 97 HH100_15 91 HH100_41 96 HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ UH130_ UH130_ UH130_ UH130_ HS180_ RK180_ RK180_ RK180_ AG180_13 24 AG180_20 26 AG180_19 25 AG180_11 23 AG180_23 28 AG180_37 32 AG180_41 33 KH040_ AG180_21 27 AG180_35 31 RD131_ RK180_ DM310_04 56 DM310_28 59 KH040_ RL220_ LW271_ PH080_ RL220_ MS291_ MS291_ HS180_ RL220_ HS180_ RK180_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ RA050_ RA050_ RA050_ RD131_ RD131_ RD131_ AF050_15 15 AF050_16 16 AF050_08 13 AF050_09 14 AF050_38 20 PH080_ PH080_ PH080_ RD131_ RK180_ AA060_27 5 RA050_ RK180_ RD131_ RL220_ AG180_25 29 AG180_33 30 IS230_ JB050_ ER140_38 75 ER140_39 76 ER140_30 73 ER140_31 74 RL220_ ER140_17 70 ER140_22 71 ER140_07 68 ER140_11 69 ER140_40 77 AA060_40 8 RD131_ RL220_ RK180_ RK180_ AT090_15 34 IS230_ IS230_ IS230_ RD131_ UH130_ UH130_ RD131_ UH130_ HS180_ KH040_ RK180_ PH080_ AT090_16 35 AT090_26 38 GB300_41 87 LW271_ GB300_11 80 AT090_20 37 DK040_57 52 DK040_29 47 DK040_78 55 LW271_ PH080_ DK040_25 46 LW271_ DK040_49 50 DK040_51 51 DK040_61 54 UB160_ UB160_ RA050_ RA050_ AT090_58 43 LW271_ RA050_ IS230_ RA050_ MS291_ RA050_ RA050_ UB160_ KH040_ RK180_ MS291_ MS291_ MS291_ MS291_ KH040_ KH040_ KH040_ RL220_ RL220_ KH040_ DM310_17 57 DM310_29 60 DM310_31 61 DM310_45 65 MS291_ KH040_ MS291_ MS291_ KH040_ RL220_ DM310_26 58 DM310_49 66 AT090_18 36 LW271_ MS291_ KH040_ GB300_00 78 GB300_03 79 LD280_ GB300_28 83 GB300_29 84 GB300_21 81 GB300_42 88 GB300_35 86 DM310_33 62 LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ HH100_16 92 HH100_18 93 LD280_ DM310_38 63 DM310_42 64 GB300_27 82 GB300_30 85 RL220_ AT090_40 40 AT090_44 41 UB160_ UB160_ RD131_ RD131_ JB050_ JB050_ AF050_20 18 JB050_ JB050_ HH100_05 89 AA060_54 10 LW271_ PH080_ AA060_47 9 AF050_45 22 HS180_ AA060_06 1 AA060_07 2 LW271_ AA060_39 7 UB160_ UB160_ UB160_ UB160_ AA060_32 6 AA060_59 11 UB160_ RA050_ UB160_ AT090_61 44

119 77F 5:90 +E,+ JB050_ UH130_ JB050_ LW271_ RD131_ RD131_ RD131_ LW271_ RD131_ RD131_ DM310_45 65 RL220_ RL220_ RL220_ PH080_ PH080_ MS291_ DM310_28 59 AA060_27 5 AA060_59 11 DK040_31 48 PH080_ DK040_51 51 PH080_ DK040_57 52 RD131_ RK180_ RD131_ RD131_ AG180_19 25 Rescaled Distance Cluster Combine C A S E Label Num KH040_ LW271_ RD131_ JB050_ AA060_07 2 KH040_ DM310_31 61 UB160_ RK180_ AG180_20 26 UB160_ GB300_00 78 UH130_ RD131_ AG180_35 31 GB300_27 82 UH130_ AF050_30 19 LW271_ PH080_ MS291_ MS291_ GB300_29 84 GB300_21 81 AF050_16 16 PH080_ MS291_ GB300_35 86 LD280_ PH080_ MS291_ GB300_03 79 LD280_ PH080_ MS291_ GB300_28 83 UH130_ AF050_15 15 PH080_ PH080_ MS291_ MS291_ GB300_42 88 GB300_30 85 AF050_38 20 PH080_ MS291_ GB300_41 87 JB050_ RK180_ HS180_ GB300_11 80 LD280_ JB050_ HS180_ RK180_ UH130_ UH130_ UB160_ UB160_ HS180_ HS180_ RK180_ DK040_59 53 JB050_ UB160_ HS180_ DK040_29 47 JB050_ UB160_ HS180_ DK040_37 49 JB050_ ER140_17 70 KH040_ KH040_ HS180_ RA050_ LW271_ LW271_ ER140_22 71 AT090_18 36 UB160_ LW271_ ER140_40 77 KH040_ RL220_ LW271_ LW271_ KH040_ RL220_ DK040_78 55 ER140_07 68 ER140_11 69 KH040_ JB050_ RA050_ HS180_ DK040_49 50 DK040_61 54 LD280_ HH100_37 95 HS180_ AT090_20 37 LD280_ HH100_50 99 IS230_ AT090_28 39 AF050_07 12 HH100_44 98 IS230_ AT090_26 38 LD280_ LD280_ HH100_16 92 HH100_35 94 IS230_ RA050_ AT090_44 41 LW271_ UH130_ UH130_ HH100_18 93 RL220_ IS230_ IS230_ AT090_40 40 UH130_ AG180_21 27 IS230_ UH130_ LD280_ AG180_37 32 KH040_ IS230_ MS291_ AF050_19 17 AA060_06 1 MS291_ KH040_ AA060_32 6 AA060_40 8 KH040_ AG180_41 33 IS230_ ER140_38 75 ER140_39 76 IS230_ UB160_ IS230_ RA050_ ER140_30 73 UB160_ RA050_ ER140_31 74 RL220_ RA050_ RK180_ RK180_ RL220_ RL220_ RA050_ RA050_ AF050_45 22 RL220_ AT090_15 34 JB050_ RL220_ RA050_ AF050_09 14 AA060_21 4 AG180_23 28 AF050_20 18 AF050_08 13 UB160_ AT090_61 44 UB160_ DK040_14 45 ER140_04 67 AA060_47 9 LW271_ LD280_ AA060_54 10 DK040_25 46 LD280_ RA050_ AT090_16 35 ER140_28 72 HS180_ DM310_26 58 DM310_49 66 AT090_50 42 AG180_11 23 HS180_ RA050_ RK180_ RK180_ AA060_39 7 HH100_05 89 RK180_ IS230_ HH100_43 97 LD280_ UH130_ DM310_33 62 DM310_17 57 HH100_12 90 HH100_41 96 RK180_ DM310_42 64 HH100_15 91 AF050_43 21 AA060_09 3 RD131_ AG180_33 30 DM310_29 60 AT090_58 43 JB050_ AG180_25 29 DM310_38 63 DM310_04 56 AG180_13 24 KH040_35 143

120 5:?9 "+ + UB160_ AA060_27 5 LW271_ LW271_ PH080_ AA060_47 9 AA060_54 10 GB300_27 82 GB300_35 86 GB300_29 84 GB300_11 80 GB300_41 87 GB300_00 78 GB300_03 79 DK040_37 49 DK040_49 50 DK040_57 52 DK040_78 55 DK040_51 51 DK040_59 53 DK040_29 47 RA050_ RK180_ DK040_25 46 RA050_ RK180_ AT090_20 37 AA060_06 1 RK180_ AT090_26 38 Rescaled Distance Cluster Combine C A S E Label Num AA060_59 11 AA060_07 2 AA060_32 6 RK180_ KH040_ KH040_ AT090_40 40 AT090_28 39 RK180_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ AG180_35 31 AG180_37 32 AG180_25 29 AG180_33 30 RD131_ RD131_ RD131_ RD131_ RD131_ RD131_ RD131_ UB160_ UB160_ RK180_ HS180_ PH080_ PH080_ AG180_11 23 AG180_19 25 AG180_20 26 AG180_21 27 AG180_23 28 AG180_13 24 AG180_41 33 AT090_15 34 AT090_18 36 AF050_20 18 AF050_45 22 AF050_08 13 AF050_38 20 AF050_09 14 AF050_15 15 AF050_19 17 AF050_43 21 AF050_30 19 JB050_ JB050_ JB050_ JB050_ JB050_ AF050_07 12 AF050_16 16 JB050_ JB050_ JB050_ JB050_ JB050_ JB050_ KH040_ KH040_ KH040_ RA050_ LW271_ PH080_ DM310_17 57 DM310_29 60 DM310_31 61 DM310_38 63 DM310_45 65 DM310_04 56 DM310_33 62 DM310_42 64 DM310_28 59 DM310_49 66 DM310_26 58 KH040_ KH040_ KH040_ LW271_ LW271_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ RA050_ RA050_ RA050_ RA050_ RA050_ UB160_ RA050_ UB160_ UB160_ UB160_ UB160_ UB160_ RA050_ UB160_ AA060_40 8 UB160_ AA060_09 3 AA060_21 4 KH040_ RA050_ MS291_ MS291_ MS291_ MS291_ MS291_ MS291_ ER140_38 75 ER140_39 76 ER140_30 73 ER140_31 74 ER140_04 67 ER140_28 72 GB300_21 81 GB300_42 88 GB300_28 83 GB300_30 85 RK180_ RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ RL220_ IS230_ RL220_ RL220_ RL220_ MS291_ MS291_ MS291_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ MS291_ MS291_ HH100_15 91 HH100_43 97 HH100_12 90 HH100_05 89 HH100_41 96 AT090_58 43 AT090_61 44 HH100_16 92 HH100_44 98 ER140_17 70 ER140_22 71 HH100_18 93 HH100_50 99 HH100_35 94 HH100_37 95 ER140_07 68 ER140_11 69 ER140_40 77 LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ RK180_ AT090_44 41 DK040_61 54 DK040_31 48 DK040_14 45 RK180_ KH040_ RK180_ AT090_16 35 AT090_50 42 KH040_ HS180_ HS180_ AA060_39 7 RK180_ LW271_ LW271_ LW271_ LW271_ LW271_ LW271_ RD131_ RD131_ RD131_ RD131_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_54 108

121 701."/./88!6.38!""! HH100_ KH040_ KH040_ KH040_ WH030_ WH030_ WH030_ WH030_ GB300_ EW180_ ER140_17 92 ER140_22 93 KH040_ WH030_ ER140_07 90!/0120/88!:0,33! LW271_ KH040_ KH040_ RK180_ RK180_ RK180_ ER140_11 91 ER140_40 99 HH100_ F,+ MS291_ MS291_ MS291_ MS291_ MS291_ MS291_ AK140_ AK140_ AK140_19 38 RK180_ KH040_ KH040_ RK180_ RK180_ IS230_ IS230_ IS230_ IS230_ HH100_ HH100_ HH100_ HH100_ HH100_ LD280_ LD280_ LD280_ IO181_ Rescaled Distance Cluster Combine C A S E Label Num UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ RD131_ RD131_ RD131_ RD131_ RD131_ JB050_ JB050_ JB050_ JB050_ JB050_ AF050_16 16 RD131_ AF050_07 12 AF050_30 19 AF050_08 13 AF050_38 20 AF050_09 14 AF050_15 15 AF050_43 21 AF050_19 17 AG180_35 31 AG180_ HB290_ AT090_15 45 AT090_18 47 HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ JB050_ JB050_ JB050_ HH100_ HH100_ HH100_ HH100_ AK140_41 43 RL220_ RL220_ RL220_ AK140_02 34 RL220_ AK140_ AK140_ AK140_44 44 RL220_ PH080_ EW180_ RL220_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ AK140_ AK140_ AK140_ EW180_ EW180_ EW180_ EW180_ EW180_ EW180_ AG180_25 29 AG180_33 30 RD131_ HB290_ HB290_ HB290_ HB290_ IH280_ IH280_ IH280_ IH280_ IH280_ IH280_ IH280_ HB290_ IH280_ IH280_ IH280_ AA060_09 3 AA060_21 4 AA060_27 5 LW271_ LW271_ RA050_ RA050_ WH030_ WH030_ WH030_ WH030_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ MS291_ MS291_ MS291_ EW180_ EW180_ EW180_ RL220_ RL220_ RL220_ RL220_ RL220_ MS291_ DM310_26 80 DM310_49 88 DM310_17 79 DM310_29 82 DM310_31 83 DM310_38 85 DM310_42 86 DM310_33 84 DM310_45 87 DM310_04 78 DM310_28 81 KH040_ IH280_ AA060_40 8 ER140_04 89 ER140_ GG060_ ER140_38 97 ER140_39 98 ER140_30 95 ER140_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ GB300_ GB300_ GB300_ GB300_ GB300_ GB300_ GB300_ GB300_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ LD280_ WH030_ WH030_ DK040_29 69 DK040_78 77 DK040_25 68 UB160_ HB290_ HB290_ HB290_ DK040_49 72 DK040_57 74 DK040_14 67 DK040_37 71 DK040_61 76 AT090_50 53 DK040_31 70 DK040_ IO181_ IO181_ IO181_ IO181_ IO181_ IO181_ IO181_ IO181_ IO181_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_33 62 DK040_51 73 GB300_ GB300_ MS291_ AT090_20 48 AT090_26 49 AT090_40 51 AT090_44 52 AT090_28 50 LW271_ LW271_ LW271_ LW271_73 242

122 707 LW271_ LW271_ PH080_ RK180_ HB290_ PH080_ HB290_ RA050_ RD131_ RD131_ AG180_11 23 AG180_ ?+,+ Rescaled Distance Cluster Combine C A S E Label Num UB160_ UB160_ UB160_ RA050_ UB160_ RA050_ RA050_ AA060_27 5 LW271_ RA050_ RA050_ LW271_ AA060_09 3 PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ KH040_ KH040_ KH040_ KH040_ AG180_20 26 AG180_13 24 AG180_41 33 AG180_23 28 AG180_21 27 RK180_ RK180_ RK180_ AT090_16 46 KH040_ KH040_ RK180_ IO181_ AF050_20 18 AF050_45 22 JB050_ JB050_ JB050_ AA060_06 1 AA060_07 2 AA060_32 6 AA060_59 11 AA060_39 7 LW271_ PH080_ AA060_54 10 AA060_47 9 LW271_ AT090_58 54 AT090_61 55 RA050_ UB160_ RA050_ UB160_ UB160_ RA050_ RA050_ RA050_ RA050_ RA050_ UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ RA050_ UB160_ RD131_ RD131_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ UH130_ AT090_15 45 RD131_ RD131_ RD131_ RD131_ RD131_ AG180_11 23 AG180_19 25 AG180_13 24 AG180_20 26 AG180_41 33 AG180_23 28 AG180_21 27 AG180_35 31 AG180_37 32 RK180_ JB050_ JB050_ JB050_ HH100_ HH100_ HH100_ HH100_ HH100_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ RD131_ RD131_ AT090_58 54 AT090_61 55 AT090_16 46 KH040_ RK180_ RK180_ RK180_ KH040_ RK180_ HS180_ HS180_ HS180_ RA050_ UB160_ RA050_ RA050_ UB160_ UB160_ RA050_ JB050_ JB050_ JB050_ JB050_ JB050_ AF050_08 13 AF050_15 15 AF050_09 14 AF050_38 20 AF050_43 21 AF050_19 17 AF050_16 16 RD131_ AF050_07 12 AF050_ HB290_ HB290_ HB290_ HB290_ HB290_ AG180_25 29 AG180_33 30 RD131_ IH280_ IH280_ HB290_ IH280_ IH280_ IH280_ IH280_ IH280_ IH280_ IH280_ IH280_ AK140_44 44 RL220_ AK140_ EW180_ EW180_ EW180_ EW180_ EW180_ RL220_ EW180_ AK140_41 43 IS230_ IS230_ AK140_ AK140_ AK140_19 38 RL220_ AK140_02 34 RL220_ RL220_ AK140_ AK140_ AK140_ AK140_ EW180_ RL220_ AA060_21 4 PH080_ LW271_ KH040_ MS291_ MS291_ EW180_ MS291_ KH040_ MS291_ MS291_ MS291_ SU020_ SU020_ SU020_ SU020_ SU020_ MS291_ SU020_ AT090_18 47 DM310_04 78 DM310_ IH280_ DM310_49 88 KH040_ KH040_ DM310_33 84 DM310_45 87 DM310_17 79 DM310_29 82 DM310_31 83 DM310_38 85 DM310_42 86 DM310_26 80 AA060_40 8 GB300_ GB300_ MS291_ MS291_ MS291_ EW180_ EW180_ EW180_ RL220_ RL220_ RL220_ RL220_ RL220_ MS291_ RK180_ RK180_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ RK180_ RK180_ KH040_ RK180_ RK180_46 296

123 700 +WH030_ WH030_ GB300_ GB300_ DK040_29 69 DK040_78 77 DK040_ WH030_ WH030_ WH030_ WH030_ WH030_ ER140_17 92 ER140_22 93 ER140_07 90 ER140_11 91 ER140_40 99 HH100_ HH100_ HH100_ HH100_ HH100_ HH100_ CL010_ ,+ Rescaled Distance Cluster Combine C A S E Label Num JB050_ JB050_ JB050_ JB050_ JB050_ AF050_ EW180_ AF050_19 17 AF050_20 18 AF050_09 14 AF050_15 15 AF050_ WH030_ CL010_42 66 UH130_ AF050_ WH030_ CL010_18 59 UH130_ AF050_ WH030_ CL010_35 63 UH130_ AF050_ WH030_ CL010_29 60 UH130_ KH040_ UB160_ LD280_ UH130_ KH040_ ER140_38 97 LD280_ UH130_ KH040_ ER140_39 98 LD280_ UH130_ UB160_ ER140_30 95 GB300_ UH130_ KH040_ ER140_31 96 GB300_ UH130_ RA050_ ER140_04 89 GB300_ UH130_ RA050_ ER140_28 94 GB300_ UH130_ AA060_27 5 +GG060_ GB300_ AG180_35 31 LW271_ GG060_ GB300_ AG180_37 32 LW271_ GG060_ GB300_ AG180_25 29 PH080_ GG060_ GG060_ AG180_33 30 AA060_ GG060_ LW271_ RD131_ AA060_47 9 +GG060_ LW271_ RD131_ RA050_ GG060_ LW271_ RD131_ RA050_ GG060_ LW271_ RD131_ AA060_06 1 +GG060_ LW271_ RD131_ AA060_ GG060_ PH080_ RD131_ AA060_07 2 AT090_26 49 LW271_ RD131_ AA060_32 6 AT090_ HB290_ AG180_21 27 AA060_39 7 AT090_20 48 PH080_ AG180_23 28 GB300_ AT090_ HB290_ AG180_13 24 GB300_ AT090_44 52 RA050_ AG180_20 26 GB300_ IO181_ UB160_ AG180_11 23 GB300_ AT090_ SU020_ AG180_19 25 IS230_ IO181_ SU020_ AG180_41 33 IS230_ LD280_ SU020_ AT090_15 45 MS291_ LD280_ SU020_ AT090_18 47 MS291_ LD280_ SU020_ LW271_ MS291_ IO181_ AF050_20 18 LW271_ RK180_ LD280_ AF050_45 22 LW271_ RK180_ LD280_ JB050_ LW271_ RK180_ LD280_ JB050_ LW271_ RK180_ LD280_ JB050_ LW271_ WH030_ LD280_ LW271_ PH080_ WH030_ IO181_ PH080_ PH080_ WH030_ IO181_ AA060_ HB290_ WH030_ IO181_ AA060_47 9 +HB290_ WH030_ IO181_ RA050_ RA050_ WH030_ IO181_ UB160_ AT090_ WH030_ IO181_ AA060_32 6 AT090_ WH030_ DK040_31 70 AA060_59 11 RK180_ WH030_ DK040_59 75 AA060_06 1 RK180_ WH030_ DK040_14 67 AA060_07 2 AT090_ WH030_ DK040_37 71 LW271_ AT090_61 55 RK180_ DK040_61 76 AA060_39 7 HH100_ IS230_ DK040_49 72 UB160_ HH100_ IS230_ DK040_51 73 RD131_ HH100_ RL220_ DK040_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_ IO181_ IO181_ HB290_ HB290_ HB290_ RD131_ HH100_ HH100_ HS180_ IO181_ JB050_ JB050_ JB050_ JB050_ JB050_ AF050_07 12 AF050_16 16 JB050_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ AK140_ AK140_ AK140_09 35 IS230_ RL220_ RL220_17 300

124 702 RL220_ AK140_ AK140_44 44 RL220_ RL220_ AK140_41 43 RL220_ AK140_ AK140_14 36 RL220_ RL220_ AK140_ AK140_ AK140_ EW180_ EW180_ RL220_ RL220_ MS291_ EW180_ EW180_ EW180_ EW180_ EW180_ EW180_ EW180_ RA050_ UB160_ RA050_ AA060_09 3 AA060_21 4 RA050_ KH040_ LW271_ LW271_ PH080_ PH080_ PH080_ PH080_ PH080_ PH080_ RA050_ RA050_ PH080_ RA050_ UB160_ AA060_40 8 UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ UB160_ RK180_ KH040_ KH040_ RK180_ HB290_ HB290_ HB290_ HB290_ IH280_ IH280_ IH280_ IH280_ DM310_17 79 DM310_29 82 DM310_31 83 DM310_04 78 DM310_33 84 DM310_45 87 LW271_ PH080_ DM310_26 80 DM310_38 85 DM310_42 86 KH040_ IH280_ IH280_ IH280_ IH280_ DM310_28 81 DM310_ IH280_ IH280_ HB290_ IH280_ AT090_40 51 AT090_44 52 DK040_31 70 DK040_ IO181_ IO181_ IO181_ IO181_ IO181_ IO181_ LD280_ LD280_ LD280_ LD280_ LD280_ HB290_ HH100_ HH100_ ER140_17 92 ER140_22 93 ER140_07 90 ER140_11 91 HH100_ HH100_ ER140_40 99 LD280_ LD280_ LD280_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_17 58 HH100_ HH100_ DK040_59 75 DK040_78 77 DK040_57 74 DK040_29 69 DK040_25 68 DK040_49 72 DK040_51 73 DK040_14 67 DK040_ HB290_ HB290_ HB290_ CL010_33 62 LD280_ LD280_ LD280_ IO181_ IO181_ IO181_ IO181_ MS291_ MS291_ MS291_ MS291_ MS291_ KH040_ ER140_04 89 ER140_ GG060_ GB300_ GB300_ ER140_38 97 ER140_39 98 ER140_30 95 ER140_ GG060_ GB300_ GB300_ GB300_ GB300_ GB300_ EW180_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ MS291_ MS291_ KH040_ KH040_ HS180_ HS180_ RK180_ RK180_ AT090_20 48 AT090_26 49 AT090_28 50 RD131_ RD131_ RD131_ RD131_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_54 163

125 70> 5>2+ +,+ Rescaled Distance Cluster Combine C A S E Label Num ER140_ ER140_ ER140_ ER140_ KH040_ EW180_ EW180_ RL220_09 10 ER140_ ER140_ ER140_ ER140_ HS180_ ER140_ EW180_ EW180_ DM310_ SU020_ SU020_ AA060_ RK180_ RK180_ RL220_ RD131_ RD131_51 88 AT090_ MS291_ LW271_ KH040_ KH040_ KH040_26 28 RL220_33 8 RL220_ KH040_02 32 RK180_45 12 KH040_ MS291_36 22 MS291_ MS291_ MS291_04 27 IS230_37 35 IS230_ IS230_ SU020_ HB290_ AT090_ HB290_ SU020_07 85 RK180_04 16 KH040_ PH080_ UH130_21 79 UH130_ RD131_21 90 UH130_ RK180_ LD280_ LD280_ LD280_28 62 LD280_ LD280_ IO181_ LD280_ LD280_ IO181_ IO181_ HB290_ IO181_ IO181_ IO181_ DM310_38 40 GB300_ GB300_ CL010_ CL010_ HH100_ HH100_ LD280_ CL010_ CL010_ CL010_ LD280_ GB300_ GB300_ GB300_28 63 GB300_ GB300_ GB300_ GB300_ RL220_21 9 RL220_ DM310_ SU020_ DM310_17 43 DM310_ EW180_ DM310_ DM310_31 41 MS291_ KH040_ DM310_45 39 MS291_22 24 MS291_25 23 RL220_44 6 KH040_15 30 DM310_ LD280_ AT090_ HH100_ HH100_ HH100_ GG060_ LD280_02 69 HH100_ GG060_ ER140_28 64 ER140_ GG060_ GG060_ GG060_ GG060_ WH030_ WH030_41 73 DM310_28 42 DM310_ IH280_ EW180_ KH040_22 29 RL220_ WH030_ IH280_ DK040_14 49 LW271_ DK040_37 47 LW271_59 98 AT090_ IO181_ WH030_ WH030_ WH030_16 75 DK040_78 44 DK040_29 48 LW271_73 97 LW271_ DK040_ PH080_ WH030_34 74 LW271_ GB300_ AT090_ GB300_ DK040_ AT090_ AT090_20 53 DK040_ HH100_ HB290_ HB290_ LW271_ CL010_ CL010_ CL010_ CL010_ CL010_ CL010_ DK040_51 46 DK040_ DK040_ AA060_ LW271_ AK140_ AK140_ AK140_ AA060_47 56 PH080_ HS180_ GG060_ GG060_ GG060_ GG060_09 66 RL220_36 7 HS180_ HS180_ RK180_ GG060_01 71 UH130_07 81 UH130_ UH130_01 70 UH130_ UH130_24 78 UH130_ JB050_ JB050_ UH130_18 80 JB050_ UH130_28 61 JB050_ JB050_ HH100_ HS180_ HS180_ HH100_ HS180_ HS180_ HH100_ HS180_ HS180_ HS180_ AG180_ AG180_ AG180_ AG180_ AG180_ AG180_ KH040_ RK180_27 14 AG180_ AG180_ RK180_15 15 RK180_ RD131_ AG180_ AF050_ AF050_ RD131_37 89 RD131_ AK140_ JB050_ AK140_ AF050_ AF050_ AF050_09 67 AF050_ JB050_ RK180_ RD131_ PH080_27 94 PH080_ PH080_ AK140_ SU020_03 86 RA050_14 20 AA060_27 58 AF050_ AF050_ AA060_09 59 AF050_ IS230_ IH280_ IH280_ IH280_ IS230_ IH280_ IH280_ IH280_ IH280_ AG180_ AG180_ IH280_ IH280_ LW271_06 68 PH080_ AK140_ RL220_ MS291_ AK140_ MS291_ AK140_ AK140_ AK140_ RD131_ RD131_17 91 RL220_ PH080_26 65 PH080_ PH080_ EW180_ EW180_ EW180_ EW180_ EW180_ HB290_ HB290_ HB290_ HB290_ HB290_ AA060_ PH080_ HB290_ IS230_29 36

126 709 IS230_ RK180_49 11 IS230_07 37 IS230_02 38 IS230_ RA050_ RA050_ RA050_39 18 RA050_07 21 LW271_ RA050_48 17 UB160_ IS230_46 33 RA050_ MS291_14 25 RA050_ RA050_ IO181_ IO181_ AT090_ IO181_ WH030_ WH030_ AT090_ IO181_ AA060_ AA060_ LW271_42 99 AA060_39 57 UB160_26 3 RA050_27 19 UB160_ UB160_10 4 UB160_ RA050_ AT090_58 50 UB160_36 2 UB160_ UB160_ AA060_59 55 AA060_ UB160_01 5 UB160_46 60 DK040_ WH030_ WH030_04 77 UB160_41 1 AT090_ SU020_ SU020_ SU020_22 82 AF050_ SU020_ SU020_ RD131_63 87 RD131_ JB050_ JB050_ JB050_ AF050_ JB050_ HH100_ E,+ Rescaled Distance Cluster Combine C A S E Label Num UH130_ UH130_ AF050_30 19 ER140_38 97 ER140_39 98 ER140_30 95 ER140_31 96 RK180_ RK180_ AF050_45 22 JB050_ EW180_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ ER140_04 89 ER140_28 94 AF050_08 13 LD280_ LD280_ AF050_09 14 AF050_ GG060_ GG060_ LD280_ UH130_ UH130_ JB050_ JB050_ JB050_ LD280_ LD280_ UH130_ AF050_15 15 AF050_38 20 JB050_ ER140_07 90 ER140_ GG060_ ER140_17 92 ER140_22 93 LW271_ ER140_40 99 LD280_ LD280_ AF050_07 12 LD280_ LD280_ AF050_16 16 UH130_ UH130_ UH130_ UH130_ LD280_ AF050_19 17 RK180_ RK180_ HS180_ HS180_ EW180_ LD280_ UH130_ RK180_ EW180_ EW180_ JB050_ UB160_ PH080_ PH080_ RD131_ RD131_ RD131_ KH040_ WH030_ LW271_ RD131_ EW180_ PH080_ PH080_ PH080_ PH080_ PH080_ EW180_ EW180_ EW180_ EW180_ EW180_ RK180_ JB050_ LW271_ RD131_ RD131_ RD131_ LW271_ AF050_43 21 AG180_33 30 JB050_ GG060_ AG180_25 29 JB050_ JB050_ WH030_ UH130_ KH040_ KH040_ AK140_ AK140_ IH280_ IH280_ IH280_ PH080_ PH080_ MS291_ AG180_ EW180_ LW271_ WH030_ WH030_ RL220_ RL220_ WH030_ WH030_ WH030_ WH030_ DM310_31 83 UB160_ AA060_27 5 +HB290_ IO181_ IO181_ KH040_ AA060_07 2 +HB290_ HB290_ HB290_ HB290_ IH280_ IO181_ AA060_ IH280_ IH280_ IH280_ IH280_ IH280_ IH280_ IH280_ AT090_18 47 KH040_ KH040_ KH040_ AK140_ AK140_ AK140_41 43 HH100_ IO181_ AK140_02 34 KH040_ KH040_ JB050_ AK140_ AK140_27 40 HH100_ AK140_ AK140_24 39 HH100_ HH100_ WH030_ AK140_44 44 HH100_ HH100_ RL220_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ HS180_ MS291_ MS291_ MS291_ UB160_ UB160_ UB160_ UB160_ UB160_ DM310_ WH030_ WH030_ RL220_ RL220_ IO181_ IO181_ IO181_ IO181_ AA060_21 4 UB160_ RL220_ RL220_ RL220_ RL220_ RL220_ IO181_ IO181_ DM310_26 80 DM310_49 88 RA050_ MS291_ MS291_09 245

127 70? MS291_ MS291_ MS291_ AA060_39 7 IS230_ DM310_33 84 DM310_17 79 DM310_42 86 AA060_09 3 DM310_29 82 IS230_ IS230_ IS230_ RA050_ UB160_ RA050_ MS291_ MS291_ RA050_ RA050_ ?9"+ + Rescaled Distance Cluster Combine C A S E Label Num JB050_ JB050_ JB050_ EW180_ AF050_ AF050_15 33 AF050_ AF050_ AF050_ AF050_ DM310_38 85 DM310_04 78 DM310_45 87 RL220_ AA060_47 9 AA060_54 10 RA050_ AG180_41 33 IS230_ AA060_06 1 AA060_32 6 AT090_61 55 AG180_21 27 AG180_ CL010_03 56 KH040_ CL010_ CL010_ CL010_ CL010_ CL010_30 61 AG180_ CL010_29 60 UB160_ AT090_ HB290_ AT090_ HB290_ AG180_11 23 DK040_14 67 LW271_ RK180_ HH100_ IO181_ HH100_ HH100_ HH100_ HB290_ KH040_ HH100_ RD131_ AT090_58 54 AG180_13 24 DK040_31 70 PH080_ DK040_51 73 DK040_57 74 RD131_ RK180_ RD131_ RD131_ CL010_37 65 RK180_ AG180_ CL010_ CL010_36 64 PH080_ AG180_ CL010_17 58 DK040_25 68 IS230_ IS230_ IS230_ IS230_ RA050_ RA050_ RA050_ AA060_40 8 RA050_ IS230_ IS230_ RA050_ AT090_15 45 UB160_ GB300_ GB300_ GB300_ GB300_ GB300_ GB300_ GB300_ GB300_ GB300_ GB300_ GB300_ RK180_ RK180_ HB290_ HB290_ HB290_ AT090_20 48 AT090_28 50 AT090_26 49 AT090_44 52 LW271_ DK040_49 72 DK040_61 76 DK040_59 75 LW271_ LW271_ DK040_78 77 DK040_29 69 LW271_ DK040_37 71 LW271_ AT090_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ SU020_ ER140_ ER140_ ER140_30 75 ER140_ GG060_ EW180_ ER140_28 69 ER140_ GG060_ GB300_ GB300_ GB300_ GB300_03 4 GB300_ GB300_ GB300_28 70 GB300_30 76 GB300_35 85 GB300_ GB300_29 73 MS291_ MS291_ MS291_ MS291_ MS291_ MS291_ KH040_ GG060_01 1 +GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_ GG060_22 58 KH040_ KH040_ UB160_ KH040_ AA060_ LW271_ PH080_05 10 LW271_ AA060_ RA050_ RA050_ AA060_ AA060_ AA060_ AA060_ AA060_ RA050_ AA060_ RK180_ AF050_16 35 AF050_ JB050_ JB050_ JB050_19 48 JB050_20 51 JB050_ JB050_34 83 JB050_25 64 JB050_ AF050_ AF050_ AF050_ RD131_25 65 RD131_ RD131_37 91 RD131_ RD131_ RD131_ UH130_ UH130_ UH130_01 2 UH130_18 45 UH130_28 72 UH130_24 63 UH130_ UH130_32 80 UH130_21 57 UH130_23 61 UH130_ AG180_35 84 AG180_37 88 AG180_ AG180_ RD131_ AT090_ AG180_19 46 AG180_ AG180_20 50 AG180_21 53 AG180_ AG180_ AG180_41 97 AT090_ UB160_ UB160_ RK180_ HS180_ HB290_ HB290_ PH080_ PH080_ HB290_ RA050_ RK180_ RK180_ RK180_ RK180_ IS230_ IS230_ RL220_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ IS230_ MS291_ MS291_ MS291_ AK140_ AK140_ AK140_18 218

128 708 +EW180_ EW180_ EW180_ HB290_ HB290_ HB290_ CL010_ CL010_ CL010_ EW180_ EW180_ EW180_ EW180_ IH280_ IH280_ IH280_ IH280_ CL010_ CL010_ HB290_ HB290_ EW180_ EW180_41 98 RL220_ RL220_ RL220_ RL220_ AK140_ AK140_ AK140_ AK140_ AK140_ AK140_ AK140_09 21 RL220_ RL220_ IH280_ IH280_ HB290_ KH040_ IH280_ IH280_ IH280_ IH280_ IH280_ KH040_ KH040_ LW271_ LW271_ PH080_26 66 PH080_ HB290_18 43 DK040_ DK040_ DK040_ DK040_ DK040_ DK040_ DK040_ DK040_ DK040_ AT090_ AT090_ AT090_ AT090_ DK040_ AK140_ RL220_ RL220_ RL220_ PH080_ PH080_11 27 PH080_21 56 PH080_ AT090_ DK040_ RK180_ RK180_ IS230_ RL220_ WH030_ WH030_ PH080_18 44 AT090_ AT090_ HH100_15 34 KH040_ RK180_ AT090_ AT090_ WH030_ WH030_ WH030_ WH030_39 95 HH100_ HH100_12 28 HH100_05 9 HH100_41 99 KH040_ RD131_ RD131_ RD131_04 7 +WH030_04 8 +WH030_ WH030_ WH030_ IO181_ ER140_17 39 ER140_ ER140_07 13 RD131_ LW271_ LW271_ LW271_ WH030_ ER140_11 25 LW271_ RK180_ ER140_ LW271_10 24 RK180_ HH100_16 36 LW271_20 52 RA050_ HH100_ HS180_ RA050_ HH100_37 90 HS180_ UB160_ HH100_ HS180_ RA050_ HH100_ HS180_ RA050_ HH100_ HS180_ RA050_ MS291_ HS180_ RA050_ MS291_ HS180_ AA060_ IO181_35 86 HS180_ AA060_ IO181_ HS180_ UB160_ IO181_ HS180_ UB160_ IO181_ SU020_08 20 UB160_ IO181_ SU020_22 59 UB160_ IO181_ SU020_17 41 UB160_ IO181_ SU020_19 49 RA050_ IO181_ SU020_06 12 UB160_ IO181_04 6 +SU020_03 5 AA060_ IO181_ SU020_ UB160_ LD280_02 3 +SU020_ DM310_ LD280_ SU020_ DM310_ LD280_ SU020_07 16 DM310_ DM310_ LD280_ LD280_ SU020_ DM310_ LD280_07 15 DM310_ DM310_ DM310_ DM310_ DM310_ LW271_23 60 PH080_38 93 DM310_ KH040_ KH040_ LD280_ LD280_ LD280_16 37 LD280_ LD280_ CL010_ CL010_ CL010_ CL010_ CL010_ HB290_ CL010_14 32

129 70F 2, B/,!C! * K+ I 4 +) ' : +J # # 5 * * ; 6C K * 6 - ),H+(,:,* +) ' + 71! B "" :! ) ^ 77! < B : 2, + + E, - -+ #^! K^! ^! ^! ^ 70! + 5, ^!3!!/! 7! " +#^ 0! " ^ 2! B )+^ > 4 + ^ 9 % B 4+ K^?! (B " :^ 8 6 % % + " 4 *H +#^! K^ F : : +" ^! K ^ : +^* K % ; % " ; " : ); " ) ".N! ).#,+( 3! ^

130 8!:!!/! (;7 # #, )+ + " " ( KIbJ + + " A! + % " ^ 4 b -C! 4 + H% " + ( # 4 -C 4 K H ( - C +; # 5 +4) # C 4) #! +; 4) +; 4 K 4) K * 4 4) 123!/:5/,! * )+.8!/!/"! #: + " K*)+ 06 ( " + 4) # <!0",/6!123!/:!2,!!!3 7 % " =" 4 > 4 -C -C -C -C * )+,!/! : + " K*)+ 06 ( " + 4) # <!0",/6!123!/:!2,!!!3 9 % " 4? =" -C -C

131 =/,!:/"!56!" -C -C -C * + #.8!/!/"! # : + + % ( - ) + + "+ % + " K*)++ 06 ( " + 4) # 7! ++ -, ^ 4 + -C + 0! ++ ) <6^ 4 + -C + * + #,!/!: +" K * ) ( " + 4) # 7! ++ -, ^ 4 + -C + 0! ++ ) <6^ 4 + -C + /,!:/6C/8!/12!;"6!" * +;6)+*)+ + " K +() + 06 ".8!/!/"! #: ( 4 + > " + 4 +? % " N F C Schw. -C Schw. -C Schw. -C Schw. -C Schw. -C Schw. -C Schw. -C Schw.

132 N 4 + (" N " "N" 4 + 7> 4 + -C Schw. -C Schw. -C Schw. -C Schw. -C Schw. -C Schw N ( ? : : 4 + -C Schw. -C Schw. -C Schw. * +;6)+" K +() + 06 ",!/! : + 7F @ ( " % " 4 + 0> - N ? + N -C Schw. -C Schw. -C Schw. -C Schw. -C Schw. -C Schw. -C Schw. -C Schw.

133 (" 0F N 4 + 0@ " "N" C Schw. -C Schw. -C Schw. -C Schw. -C Schw. -C Schw N ( : 4 + 2> : 4 + -C Schw. -C Schw. -C Schw.

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135 72> 2, B,"!"!,"!."/./88!,!!#,"!"!,"!!/."/./88! AT m Beinlängen- Laufb.- aktuelle CODE Alter Geschl. Diff. Größe Gewicht BMI Geschw. Beschwerden AA w Bandscheibenbeschw. DK w Rückenschm. DM m IS m KH m MS m RA m RK m RL m UB w WV m unbek Mittelwert Standardabw Maximal Minimal

136 729!/0120/88!,!! 1./!=!>!/"!/!/0120/88! Homogener Teil der Versuchsgruppe WOMAC operiert WOMAC nicht-operiert Harris Hip Score Name Schmerz Steifigkeit Funktion Gesamt Schmerz Steifigkeit Funktion Gesamt Schmerz Schmerz Gang Aktivität Ges (op) Ges.(nicht-op) AF AG ER GB HH HS JB LD LW PH RD UH Inhomogener Teil der Versuchsgruppe AK CL EW GG HB IH IO SU WH

137 Homogener Teil der Versuchsgruppe Geschl. TEP auf Opanderer Termin Name Alter betr.bein anderes Bein Seite Größe Gewicht BMI Beinl.-Diff. Vb auf Op (Tage) Reha-Tag 50mm links KG 2x/Wo seit AF W 66 links kürzer 2 5 Jahren leichte Beschw regelm. 1x/Wo AG W 43 links seit 2 Monaten mm li.länger Gymn Wochen lang 3x/Wo ER W 65 rechts KG Jetzt nicht mehr. Aber Rö: Dysplasie. 17 Jahre mit Ileosakrale 5cm Diff. 2x/Wo KG GB W 46 rechts Beschwerden Gelaufen über Jahre HH M 71 rechts cm; ausgeglich. Durch 2x/Wo KG für HS M 69 links Schuhsohle Mo Laufband- Geschw. (km/h) JB M 58 links Rö: Arthrose cm LD W 64 rechts LW M 56 links Beschw. seit (Jahre) 1x/Wo KG für 1.5 Jahre x/Wo KG für 2 Mo x/Wo Krafttr. + Radf.+ Tanzen.!Selbst Fitness- Trainer!!! 42 9

138 728 PH M 59 links 2cm links nach Op länger. Ausgegl. Beschw seit 2 Jahren durch 26.8 Schuhsohle RD M 54 links UH M 55 links Inhomogener Teil der Versuchsgruppe vor 6 Monaten 50mm links 6 Monate x AK M 65 links TEP-Implant länger x/Wo KG Monate vor Op 3x/Wo KG, seit 2 Jahren Massage, CL W 58 rechts Beschwerden Elektro, Eis 27 6 seit 2 Jahren Beschwerden, x TEP-Op März 50mm links EW W 71 links länger GG M 67 rechts TEP: 1995 x x/Wo KG x HB M 70 links TEP: über Monate 28 8 TEP: vor 2 2x/Wo KG für x IH W 52 links Jahren Mo Beschw seit 9 IO W 67 rechts Monaten x/Wo KG x 2mm re. +Kraftttr. Für SU M 53 links TEP: vor 1 Jahr Kürzer Wochen Rücken-Reha wg. Spinalkanal-Stenose seit kurzem 50mm re. bis ca. vor 3 WH M 70 links leichte Beschw Länger Monaten 38 17

139 72F 2, AA S06 AA S07 AA S09 AA S21 AA S27 AA S32 AA S39 AA S40 AA S47 AA S54 AA S59 AT S15 AT S16 AT S18 AT S26 AT S28 AT S40 AT S44 AT S20 AT S50 AT S58 AT S61 DK S14 DK S25 DK S29 DK S37 DK S49 DK S51 DK S57 DK S59 DK S61 DK S31 DK S78 DM S04 DM S17 DM S26 DM S28 DM S29 DM S31 DM S33 DM S38 DM S42 DM S45 DM S49 IS S02 IS S07 IS S21 IS S29 IS S30 IS S37 IS S06 IS S41 IS S43 IS S46 IS S39 RD S04 RD S17 RD S19 RD S21 RD S25 RD S37 RD S47 RD S51 RD S55 RD S63 RD S67 KH S01 KH S02 KH S05 KH S06 KH S08 KH S15 KH S21 KH S22 KH S23 KH S26 KH S35 MS S04 MS S06 MS S09 MS S13 MS S14 MS S16 MS S22 MS S23 MS S25 MS S29 MS S36 RA S05 RA S07 RA S10 RA S14 RA S17 RA S27 RA S33 RA S39 RA S46 RA S48 RA S50 RK S04 RK S12 RK S22 RK S27 RK S29 RK S15 RK S31 RK S39 RK S45 RK S46 RK S49 RL S04 RL S09 RL S17 RL S21 RL S31 RL S33 RL S34 RL S36 RL S39 RL S53 RL S44 SU S03 SU S04 SU S06 SU S07 SU S08 SU S15 SU S17 SU S18 SU S19 SU S22 SU S23 UB S10 UB S01 UB S08 UB S25 UB S26 UB S32 UB S36 UB S37 UB S41 UB S45 UB S46 AF S07 AF S08 AF S09 AF S15 AF S16 AF S20 AF S30 AF S38 AF S45 AF S19 AF S43 AG S11 AG S13 AG S19 AG S20 AG S21 AG S23 AG S25 AG S33 AG S35 AG S37 AG S41 AK S02 AK S09 AK S14 AK S18 AK S19 AK S24 AK S27 AK S30 AK S34 AK S41 AK S44 CL S03 CL S17 CL S29 CL S30 CL S33 CL S35 CL S36 CL S37 CL S42 CL S14 CL S18 IO S04 IO S08 IO S11 IO S12 IO S19 IO S27 IO S32 IO S35 IO S42 IO S45 IO S60 LD S02 LD S06 LD S07 LD S08 LD S10 LD S16 LD S20 LD S21 LD S28 LD S25 LD S39 PH S05 PH S07 PH S11 PH S18 PH S21 PH S26 PH S27 PH S37 PH S38 PH S40 PH S43 UH S01 UH S16 UH S18 UH S20 UH S21 UH S23 UH S24 UH S26 UH S28 UH S32 UH S07 WH S04 WH S05 WH S07 WH S13 WH S16 WH S30 WH S34 WH S39 WH S41 WH S48 WH S50 ER S04 ER S07 ER S11 ER S17 ER S22 ER S28 ER S30 ER S31 ER S38 ER S39 ER S40 EW S01 EW S18 EW S28 EW S30 EW S36 EW S37 EW S40 EW S41 EW S44 EW S45 EW S55 GB S00 GB S03 GB S11 GB S21 GB S28 GB S27 GB S29 GB S30 GB S35 GB S41 GB S42 GG S01 GG S05 GG S07 GG S08 GG S09 GG S13 GG S16 GG S22 GG S24 GG S32 GG S33 HB S01 HB S10 HB S12 HB S15 HB S17 HB S18 HB S22 HB S32 HB S33 HB S37 HB S21 HH S05 HH S12 HH S15 HH S16 HH S18 HH S35 HH S37 HH S41 HH S43 HH S44 HH S50 HS S08 HS S10 HS S14 HS S21 HS S36 HS S38 HS S39 HS S41 HS S54 HS S60 HS S63 IH S03 IH S05 IH S07 IH S10 IH S11 IH S12 IH S13 IH S16 IH S20 IH S19 IH S21 JB S04 JB S07 JB S17 JB S19 JB S20 JB S24 JB S25 JB S26 JB S28 JB S30 JB S34 LW S06 LW S10 LW S20 LW S23 LW S28 LW S32 LW S42 LW S57 LW S59 LW S62 LW S73

140 2,B=!08!!/0>/6?!/012!!!/=/!"!!0D3.?,?!/,!E!0"!/0,5,0/.5 #,/0"!!/0>/6?!/012!!/.F!/G3.?>.>G =!,/!"!,3=!08!!!00!0-"!03!0!0/.,!

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143 7>0 = Introduction: Gait analysis frequently used a set of time discrete variables to describe gait characteristics. But human movement and EMGs are time continuous patterns. By using a multivariate time continuous approach this study examined kinematic data and EMGs trying to find differences or similarities within and/or between operated and healthy volunteers. Methods: Twentyone hip replacement patients 43-71yr and twelve age and sex matched healthy volunteers participated in the study. Postoperative gait analysis at self selected walking speeds measured the movement of the pelvis and the surface EMG from bilateral gluteus medius muscle. By correlating the time-curves with orthogonal reference functions the data set of each gait-cycle was transformed to a matrix. The resulting matrices were analysed by a similarity index for matrices and a following cluster analysis. Results: It was possible to detect individual walking patterns, but no uniform adaptions could be found in the hip replacement group. Conclusions: Using a time-continuous approach intraindividual similarities were detected much better than interindividual similarities. Individuality dominated the pattern recognition.

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