%PDF-1.5
%
1 0 obj
<>
endobj
2 0 obj
<>
endobj
3 0 obj
<>stream
IEEE
IEEE/ACM Transactions on Computational Biology and Bioinformatics; ;PP;99;10.1109/TCBB.2020.2983958
Deep learning
matrix factorization
IncRNA-disease associations
non-linear features
DMFLDA: A deep learning framework for predicting IncRNA–disease associations
Min Zeng
Chengqian Lu
Zhihui Fei
Fangxiang Wu
Yaohang Li
Jianxin Wang
Min Li
endstream
endobj
4 0 obj
<>stream
x+ |
endstream
endobj
5 0 obj
<>stream
x
0D+f 5ҝ.\MJ[e6g`KwZY+`ZR%\HAcZz:,*?'cGt2'>a/Yӆ]`-/9gQ<}`=MDIPe5Օ.q0+A:lƱwllLOG4}ܨ6-}<
endstream
endobj
6 0 obj
<>stream
x+ |
endstream
endobj
7 0 obj
<>stream
x
0D+f 5ҝ.\MJ[e6g`KwZYaӒ/BӲ`HW g8>Y3<ͥ9I)4{26DNkyy'9;h&
M*tY
aS5``gc
|J,>{/F=mZ<
endstream
endobj
8 0 obj
<>stream
x+ |
endstream
endobj
9 0 obj
<>stream
x
0D+f Z;]Fp[44&_oٜa4=r9r⯤PZF!ǜad\H0J1q
ko-d?6rVsa{P,h#*TJ/u][&v&DϧھrTkSC_^P<
endstream
endobj
10 0 obj
<>stream
x+ |
endstream
endobj
11 0 obj
<>stream
x
0D+f )X;]Fp[4+inM_oٜa4=sr/0+3z-*?'BG0G6.b/Ia#/g='Qg5yj*Uu`śؙ="h˱QiO
}`<
endstream
endobj
12 0 obj
<>stream
x+ |
endstream
endobj
13 0 obj
<>stream
x
0D+f )Jw>pFp[44&_oٜa-=hiz3_IA25mC9ɸ`&c(5VEZ%88~83嬴$âlf"/ryUVzipx;Sdqmt9wj4iK_\<
endstream
endobj
14 0 obj
<>stream
x+ |
endstream
endobj
15 0 obj
<>stream
x
0D+f )X;]Fp[4+inM_oٜa4=RCw!Yoi|īx3, sLڸ[$OwDqX-|RE6"/T^c[5o2`gB|,..F=5<
endstream
endobj
16 0 obj
<>stream
x+ |
endstream
endobj
17 0 obj
<>stream
x
0D+f l;]Fp[44&_oٜa4=rB9~WRPZF!ǜad\H0J1q
ko-d?6rVsa{PdryQU
/u][&v&DϧھrTkSC__<
endstream
endobj
18 0 obj
<>stream
x+ |
endstream
endobj
19 0 obj
<>stream
x
0D+f )X;]Fp[4+inM_oٜa4=r9tG9~RPZFG9ɸL*=Q*Kqp4>p|gYiIB'E^h#J85:/=u]8X&v&DϧaroTkSC__<
endstream
endobj
20 0 obj
<>stream
x+ |
endstream
endobj
21 0 obj
<>stream
x
0D+f )X;]Fp[4+inM_oٜa4=?(L-~[O#^ǜad\H&c(EZ%88~83l嬴$rl"/ryYTJۺqx;Sdq0t975/[P<
endstream
endobj
22 0 obj
<>stream
x+ |
endstream
endobj
23 0 obj
<>stream
x
0D+f Qҝ.\V#-J[Tѯ7l0AMZiy9r⯤0+2m-
}9ɸ&c(%EX%88~83l4$òlI>DE9S*pk\VUcgśؙ="hΦˡSiO5}\<
endstream
endobj
24 0 obj
<>stream
x+ |
endstream
endobj
25 0 obj
<>stream
x
0D+f Z;]T#-J[Tѯ7l04>S_IA(35m-
}9ɸ&c(VEX%88~834$âlI>DeUJ8.^ZlƱMLO4]gPߩִ-}aP<
endstream
endobj
26 0 obj
<>stream
x+ |
endstream
endobj
27 0 obj
<>stream
x
0D+f ҝ.\V#-J[Tѯ7l0AMZiy9r⯤0+2m-
}9ɸ&c(%EX%88~83l4$òlI>DE9S*pk\VUcgśؙ="hΦˡSiO5}]<
endstream
endobj
28 0 obj
<>/SaveStreams<>/Metadata 3 0 R/Type/Catalog/StructTreeRoot 32 0 R/Lang(zh-CN)/Outlines 33 0 R/MarkInfo<>/Pages 34 0 R>>
endobj
32 0 obj
<>
endobj
33 0 obj
<>
endobj
30 0 obj
<>stream
xS(T e
endstream
endobj
31 0 obj
<>stream
xST %
endstream
endobj
34 0 obj
<>
endobj
35 0 obj
<>
endobj
36 0 obj
<
>
endobj
37 0 obj
<>
endobj
38 0 obj
<>
endobj
39 0 obj
<>
endobj
40 0 obj
<>
endobj
41 0 obj
<>
endobj
42 0 obj
<>
endobj
43 0 obj
<>
endobj
44 0 obj
<>
endobj
45 0 obj
<>
endobj
46 0 obj
<>
endobj
47 0 obj
<>
endobj
48 0 obj
<>
endobj
49 0 obj
<>
endobj
50 0 obj
<>
endobj
51 0 obj
<>
endobj
52 0 obj
<>
endobj
53 0 obj
<>
endobj
54 0 obj
<>
endobj
55 0 obj
<>
endobj
56 0 obj
<>
endobj
57 0 obj
<>
endobj
58 0 obj
<>
endobj
59 0 obj
<>
endobj
60 0 obj
<>
endobj
61 0 obj
<>
endobj
62 0 obj
<>
endobj
63 0 obj
<>
endobj
64 0 obj
<>
endobj
65 0 obj
<>
endobj
66 0 obj
<>
endobj
67 0 obj
<>
endobj
68 0 obj
<>
endobj
69 0 obj
<>
endobj
70 0 obj
<>
endobj
71 0 obj
<>
endobj
72 0 obj
<>
endobj
73 0 obj
<>
endobj
74 0 obj
<>
endobj
75 0 obj
<>
endobj
76 0 obj
<>
endobj
77 0 obj
<>
endobj
78 0 obj
<>
endobj
79 0 obj
<>
endobj
80 0 obj
<>
endobj
81 0 obj
<>
endobj
82 0 obj
<>
endobj
83 0 obj
<>
endobj
84 0 obj
<>
endobj
85 0 obj
<>
endobj
86 0 obj
<>
endobj
87 0 obj
<>
endobj
88 0 obj
<>
endobj
89 0 obj
<>
endobj
90 0 obj
<>
endobj
91 0 obj
<>
endobj
92 0 obj
<>
endobj
93 0 obj
<>
endobj
94 0 obj
<>
endobj
95 0 obj
<>
endobj
96 0 obj
<>
endobj
97 0 obj
<>
endobj
98 0 obj
<>
endobj
99 0 obj
<>
endobj
100 0 obj
<>
endobj
101 0 obj
<>
endobj
102 0 obj
<>
endobj
103 0 obj
<>
endobj
104 0 obj
<>
endobj
105 0 obj
<>
endobj
106 0 obj
<>
endobj
107 0 obj
<>
endobj
108 0 obj
<>
endobj
109 0 obj
<>
endobj
110 0 obj
<>
endobj
111 0 obj
<>
endobj
112 0 obj
<>
endobj
113 0 obj
<>
endobj
114 0 obj
<>
endobj
115 0 obj
<>
endobj
116 0 obj
<>
endobj
117 0 obj
<>
endobj
118 0 obj
<>
endobj
119 0 obj
<>
endobj
120 0 obj
<>
endobj
121 0 obj
<>
endobj
122 0 obj
<>
endobj
123 0 obj
<>
endobj
124 0 obj
<>
endobj
125 0 obj
<>
endobj
126 0 obj
<>
endobj
127 0 obj
<>
endobj
128 0 obj
<>
endobj
129 0 obj
<>
endobj
130 0 obj
<>
endobj
131 0 obj
<>
endobj
132 0 obj
<>
endobj
133 0 obj
<>
endobj
134 0 obj
<>
endobj
135 0 obj
<>
endobj
136 0 obj
<>
endobj
137 0 obj
<>
endobj
138 0 obj
<>
endobj
139 0 obj
<>
endobj
140 0 obj
<>
endobj
141 0 obj
<>
endobj
142 0 obj
<>
endobj
143 0 obj
<>
endobj
144 0 obj
<>
endobj
145 0 obj
<>
endobj
146 0 obj
<>
endobj
147 0 obj
<>
endobj
148 0 obj
<>
endobj
149 0 obj
<>
endobj
150 0 obj
<>
endobj
151 0 obj
<>
endobj
152 0 obj
<>
endobj
153 0 obj
<>
endobj
154 0 obj
<>
endobj
155 0 obj
<>
endobj
156 0 obj
<>
endobj
157 0 obj
<>
endobj
158 0 obj
<>
endobj
159 0 obj
<>
endobj
160 0 obj
<>
endobj
161 0 obj
<>
endobj
162 0 obj
<>
endobj
163 0 obj
<>
endobj
164 0 obj
<>
endobj
165 0 obj
<>
endobj
166 0 obj
<>
endobj
167 0 obj
<>
endobj
168 0 obj
<>
endobj
169 0 obj
<>
endobj
170 0 obj
<>
endobj
171 0 obj
<>
endobj
172 0 obj
<>
endobj
173 0 obj
<>
endobj
174 0 obj
<>
endobj
175 0 obj
<>
endobj
176 0 obj
<>
endobj
177 0 obj
<>
endobj
178 0 obj
<>
endobj
179 0 obj
<>
endobj
180 0 obj
<>
endobj
181 0 obj
<>
endobj
182 0 obj
<>
endobj
183 0 obj
<>
endobj
184 0 obj
<>
endobj
185 0 obj
<>
endobj
186 0 obj
<>
endobj
187 0 obj
<>
endobj
188 0 obj
<>
endobj
189 0 obj
<>
endobj
190 0 obj
<>
endobj
191 0 obj
<>
endobj
192 0 obj
<>
endobj
193 0 obj
<>
endobj
194 0 obj
<>
endobj
195 0 obj
<>
endobj
196 0 obj
<>
endobj
197 0 obj
<>
endobj
198 0 obj
<>
endobj
199 0 obj
<>
endobj
200 0 obj
<>
endobj
201 0 obj
<>
endobj
202 0 obj
<>
endobj
203 0 obj
<>
endobj
204 0 obj
<>
endobj
205 0 obj
<>
endobj
206 0 obj
<>
endobj
207 0 obj
<>
endobj
208 0 obj
<>
endobj
209 0 obj
<>
endobj
210 0 obj
<>
endobj
211 0 obj
<>
endobj
212 0 obj
<>
endobj
213 0 obj
<>
endobj
214 0 obj
<>
endobj
215 0 obj
<>
endobj
216 0 obj
<>
endobj
217 0 obj
<>
endobj
218 0 obj
<>
endobj
219 0 obj
<>
endobj
220 0 obj
<>
endobj
221 0 obj
<>
endobj
222 0 obj
<>
endobj
223 0 obj
<>
endobj
224 0 obj
<>
endobj
225 0 obj
<>
endobj
226 0 obj
<>
endobj
227 0 obj
<>
endobj
228 0 obj
<>
endobj
229 0 obj
<>
endobj
230 0 obj
<>
endobj
231 0 obj
<>
endobj
232 0 obj
<>
endobj
233 0 obj
<>
endobj
234 0 obj
<>
endobj
235 0 obj
<>
endobj
236 0 obj
<>
endobj
237 0 obj
<>
endobj
238 0 obj
<>
endobj
239 0 obj
<>
endobj
240 0 obj
<>
endobj
241 0 obj
<>
endobj
29 0 obj
<>/QInserted true/Contents[6 0 R 439 0 R 7 0 R]/Type/Page/Resources<>>>/Parent 38 0 R/StructParents 0/Annots[452 0 R 453 0 R 454 0 R 455 0 R 456 0 R 457 0 R 458 0 R 459 0 R 460 0 R 461 0 R 462 0 R 463 0 R 464 0 R 465 0 R 466 0 R]/MediaBox[0 0 567 774]>>
endobj
242 0 obj
<>/QInserted true/Contents[20 0 R 467 0 R 21 0 R]/Type/Page/Resources<>>>/Parent 38 0 R/StructParents 1/Annots[473 0 R 474 0 R 475 0 R 476 0 R 477 0 R 478 0 R 479 0 R 480 0 R 481 0 R 482 0 R 483 0 R 484 0 R]/MediaBox[0 0 567 774]>>
endobj
243 0 obj
<>/QInserted true/Contents[12 0 R 485 0 R 13 0 R]/Type/Page/Resources<>/ProcSet[/PDF/Text/ImageC/ImageI]/XObject<>/Font<>>>/Parent 38 0 R/StructParents 2/Annots[489 0 R]/MediaBox[0 0 567 774]>>
endobj
244 0 obj
<>/QInserted true/Contents[22 0 R 490 0 R 23 0 R]/Type/Page/Resources<>/ProcSet[/PDF/Text/ImageC/ImageI]/XObject<>/Font<>>>/Parent 38 0 R/StructParents 3/Annots[494 0 R 495 0 R 496 0 R 497 0 R 498 0 R 499 0 R]/MediaBox[0 0 567 774]>>
endobj
245 0 obj
<>/QInserted true/Contents[26 0 R 500 0 R 27 0 R]/Type/Page/Resources<>/ProcSet[/PDF/Text/ImageC/ImageI]/XObject<>/Font<>>>/Parent 38 0 R/StructParents 4/Annots[503 0 R 504 0 R 505 0 R 506 0 R 507 0 R]/MediaBox[0 0 567 774]>>
endobj
246 0 obj
<>/QInserted true/Contents[8 0 R 508 0 R 9 0 R]/Type/Page/Resources<>/ProcSet[/PDF/Text/ImageC/ImageI]/XObject<>/Font<>>>/Parent 38 0 R/StructParents 5/MediaBox[0 0 567 774]>>
endobj
247 0 obj
<>/QInserted true/Contents[18 0 R 512 0 R 19 0 R]/Type/Page/Resources<>>>/Parent 38 0 R/StructParents 6/MediaBox[0 0 567 774]>>
endobj
248 0 obj
<>/QInserted true/Contents[16 0 R 513 0 R 17 0 R]/Type/Page/Resources<>>>/Parent 39 0 R/StructParents 7/Annots[514 0 R 515 0 R 516 0 R 517 0 R 518 0 R 519 0 R 520 0 R 521 0 R 522 0 R 523 0 R 524 0 R 525 0 R 526 0 R 527 0 R 528 0 R 529 0 R 530 0 R 531 0 R 532 0 R 533 0 R 534 0 R 535 0 R 536 0 R]/MediaBox[0 0 567 774]>>
endobj
249 0 obj
<>/QInserted true/Contents[10 0 R 537 0 R 11 0 R]/Type/Page/Resources<>>>/Parent 39 0 R/StructParents 8/Annots[538 0 R 539 0 R]/MediaBox[0 0 567 774]>>
endobj
250 0 obj
<>/QInserted true/Contents[24 0 R 540 0 R 25 0 R]/Type/Page/Resources<>>>/Parent 39 0 R/StructParents 9/MediaBox[0 0 567 774]>>
endobj
251 0 obj
<>/QInserted true/Contents[4 0 R 541 0 R 5 0 R]/Type/Page/Resources<>/Font<>>>/Parent 39 0 R/StructParents 10/MediaBox[0 0 567 774]>>
endobj
252 0 obj
<>/QInserted true/Contents[14 0 R 545 0 R 15 0 R]/Type/Page/Resources<>/Font<>>>/Parent 39 0 R/StructParents 11/MediaBox[0 0 567 774]>>
endobj
439 0 obj
<>stream
HW[o۸~Gk"ueQH&-R,
Ŗ%%o)CEJX7}q<ꂝ,RܜHB2qEȖ듙h8`խǤ/}lˎuΊîh|}
;ݶXeMQW|]͡o>u,yٺ}s4#/<~Ѫ}uvXb^^:ݖmU[y"KbscSGYph5pgCmqf>}XTv\_-3ΥJ:[+Wuۀ&imi(MoߞeYU, bi>x"J2`Koѳ!TBK6cKoT?9#_ LAT}Bٛc2O eb$>k(?}cS1}pLW:h;WWC A4PA*|gb 1h@A(TX~<2eIBxF ~6=9Q,UTE0CMtsB' g?ߡ,/_x3Z|V1Ӕ@+
3fyjgo }9 _mɀZF['2`ta}/
6<ٝyh-=<yz} Y6 TboĝkŕVܘC DA(ٍE?{%7.BIH#v%3jc500_uUg0@ؐmOp2@(em"Ƀ>feTG
ñԔ(@9j*&h>8dy rv,u} 8.'9?&