%PDF-1.7
%
1 0 obj
<<
/AcroForm 2 0 R
/CP2 3 0 R
/FICL#3AEnfocus 4 0 R
/Metadata 5 0 R
/Pages 6 0 R
/Type /Catalog
>>
endobj
7 0 obj
<<
/Author (Fernando Gama; Geert Leus; Antonio G. Marques; Alejandro Ribeiro)
/CreationDate (D:20180524171417-05'00')
/IEEE#20Article#20ID (8439899)
/IEEE#20Issue#20ID (8439108)
/IEEE#20Publication#20ID (8419224)
/Keywords (Convolutional neural networks; graph signal processing; network data; node-varying graph filters)
/Meeting#20Ending#20Date (6 June 2018)
/Meeting#20Starting#20Date (4 June 2018)
/ModDate (D:20210902133950+02'00')
/Producer <5044466C69622B50444920392E312E302028434F4D2F57696E3332293B206D6F646966696564207573696E67206954657874AE20372E312E3920A9323030302D323031392069546578742047726F7570204E562028494545453B206C6963656E7365642076657273696F6E29>
/Subject (2018 IEEE Data Science Workshop \(DSW\);2018; ; ;10.1109/DSW.2018.8439899)
/Title (CONVOLUTIONAL NEURAL NETWORKS VIA NODE-VARYING GRAPH FILTERS)
>>
endobj
2 0 obj
<<
/DA (/Helv 0 Tf 0 g )
/DR <<
/Encoding <<
/PDFDocEncoding 8 0 R
>>
/Font <<
/Helv 9 0 R
/ZaDb 10 0 R
>>
>>
/Fields [11 0 R]
/SigFlags 3
>>
endobj
3 0 obj
<<
/PrivateDataFilter [/FlateDecode]
>>
endobj
4 0 obj
<<
/CertifiedWF 12 0 R
>>
endobj
5 0 obj
<<
/Length 5670
/Subtype /XML
/Type /Metadata
>>
stream
application/pdf
IEEE
2018 IEEE Data Science Workshop (DSW);2018; ; ;10.1109/DSW.2018.8439899
2018 IEEE Data Science Workshop (DSW);2018; ; ;10.1109/DSW.2018.8439899
Convolutional neural networks
graph signal processing
network data
node-varying graph filters
CONVOLUTIONAL NEURAL NETWORKS VIA NODE-VARYING GRAPH FILTERS
CONVOLUTIONAL NEURAL NETWORKS VIA NODE-VARYING GRAPH FILTERS
Fernando Gama; Geert Leus; Antonio G. Marques; Alejandro Ribeiro
Geert Leus
Antonio G. Marques
Alejandro Ribeiro
2018 IEEE Data Science Workshop (DSW)
1
June 2018
10.1109/DSW.2018.8439899
5
2018-05-24T17:14:17-05:00
2021-09-02T13:39:50+02:00
2021-09-02T13:39:50+02:00
Convolutional neural networks; graph signal processing; network data; node-varying graph filters
PDFlib+PDI 9.1.0 (COM/Win32); modified using iText® 7.1.9 ©2000-2019 iText Group NV (IEEE; licensed version)
8439899
8439108
8419224
6 June 2018
4 June 2018
uuid:2a113f68-09f5-4485-a2de-77be11db0d83
uuid:83a1a6e1-4570-4a79-965b-0225ed0646e3
endstream
endobj
6 0 obj
<<
/Count 7
/ITXT (2.1.7)
/Kids [13 0 R 14 0 R 15 0 R 16 0 R 17 0 R 18 0 R 19 0 R]
/Type /Pages
>>
endobj
8 0 obj
<<
/Differences [24 /breve /caron /circumflex /dotaccent /hungarumlaut /ogonek /ring /tilde 39
/quotesingle 96 /grave 128 /bullet /dagger /daggerdbl /ellipsis /emdash /endash
/florin /fraction /guilsinglleft /guilsinglright /minus /perthousand /quotedblbase /quotedblleft /quotedblright /quoteleft
/quoteright /quotesinglbase /trademark /fi /fl /Lslash /OE /Scaron /Ydieresis /Zcaron
/dotlessi /lslash /oe /scaron /zcaron 160 /Euro 164 /currency 166
/brokenbar 168 /dieresis /copyright /ordfeminine 172 /logicalnot /.notdef /registered /macron
/degree /plusminus /twosuperior /threesuperior /acute /mu 183 /periodcentered /cedilla /onesuperior
/ordmasculine 188 /onequarter /onehalf /threequarters 192 /Agrave /Aacute /Acircumflex /Atilde
/Adieresis /Aring /AE /Ccedilla /Egrave /Eacute /Ecircumflex /Edieresis /Igrave /Iacute
/Icircumflex /Idieresis /Eth /Ntilde /Ograve /Oacute /Ocircumflex /Otilde /Odieresis /multiply
/Oslash /Ugrave /Uacute /Ucircumflex /Udieresis /Yacute /Thorn /germandbls /agrave /aacute
/acircumflex /atilde /adieresis /aring /ae /ccedilla /egrave /eacute /ecircumflex /edieresis
/igrave /iacute /icircumflex /idieresis /eth /ntilde /ograve /oacute /ocircumflex /otilde
/odieresis /divide /oslash /ugrave /uacute /ucircumflex /udieresis /yacute /thorn /ydieresis]
/Type /Encoding
>>
endobj
9 0 obj
<<
/BaseFont /Helvetica
/Encoding 8 0 R
/Name /Helv
/Subtype /Type1
/Type /Font
>>
endobj
10 0 obj
<<
/BaseFont /ZapfDingbats
/Name /ZaDb
/Subtype /Type1
/Type /Font
>>
endobj
11 0 obj
<<
/FT /Sig
/MK <<
>>
/P 15 0 R
/Rect [-10 -10 -10 -10]
/Subtype /Widget
/T (Enfocus Preflight)
/Type /Annot
/V 20 0 R
>>
endobj
12 0 obj
<<
/FileMapping 21 0 R
/Sessions [22 0 R 23 0 R]
/Stamp [25 36 164 194 207 116 99 12 4 83
62 207 0 2 94 179 165 85 144 28]
/Version 1
>>
endobj
13 0 obj
<<
/Contents 24 0 R
/Type /Page
/Resources <<
/Font <<
/F1 25 0 R
>>
/XObject <<
/Xf1 26 0 R
>>
>>
/Annots [27 0 R 28 0 R]
/Parent 6 0 R
/MediaBox [0 0 595 842]
>>
endobj
14 0 obj
<<
/Contents 29 0 R
/CropBox [0 0 595 842]
/MediaBox [0 0 595 842]
/Parent 6 0 R
/Resources 30 0 R
/Rotate 0
/Type /Page
>>
endobj
15 0 obj
<<
/Annots [11 0 R]
/Contents [31 0 R 32 0 R 33 0 R]
/MediaBox [0 0 612 792]
/Parent 6 0 R
/Resources 34 0 R
/Type /Page
>>
endobj
16 0 obj
<<
/Contents [35 0 R 36 0 R 37 0 R]
/MediaBox [0 0 612 792]
/Parent 6 0 R
/Resources 38 0 R
/Type /Page
>>
endobj
17 0 obj
<<
/Contents [39 0 R 40 0 R 41 0 R]
/MediaBox [0 0 612 792]
/Parent 6 0 R
/Resources 42 0 R
/Type /Page
>>
endobj
18 0 obj
<<
/Contents [43 0 R 44 0 R 45 0 R]
/MediaBox [0 0 612 792]
/Parent 6 0 R
/Resources 46 0 R
/Type /Page
>>
endobj
19 0 obj
<<
/Contents [47 0 R 48 0 R 49 0 R]
/MediaBox [0 0 612 792]
/Parent 6 0 R
/Resources 50 0 R
/Type /Page
>>
endobj
20 0 obj
<<
/ByteRange [0 66882 69284 271108]
/Contents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
/Filter /Adobe.PPKLite
/M (D:20180816151159-04'00')
/Name (Preflight Ticket Signature)
/SubFilter /adbe.pkcs7.detached
/Type /Sig
>>
endobj
21 0 obj
<<
/FID0 51 0 R
>>
endobj
22 0 obj
<<
/Length 9177
/Filter /FlateDecode
/Stamp <41AEDD68AA51861934962BF70002A69B>
/Version 1
>>
stream
HW{Tg'JŅP VyA&QH@P$(:d$I&L&*kPW}X]jUn}l}uob z?{̹wѐ*%q7n9#k4p