34ee4e89c16e49770f313f255fe0b7c5 1_s2.0_S2214579622000260_main.pdf 9110e49fd5f23683133435244819df9f812d7a67 1_s2.0_S2214579622000260_main.pdf 9c9261b9476adace0a7d7dc863b008b1e441d9a4c5fa22b669b3a0764d9e45a4 1_s2.0_S2214579622000260_main.pdf Title: A Flexible Outlier Detector Based on a Topology Given by Graph Communities Subject: Big Data Research, 29 (2022) 100332. 10.1016/j.bdr.2022.100332 Author: Oriol Ramos Terrades Creator: Elsevier Producer: Acrobat Distiller 9.5.5 (Windows) CreationDate: Thu Jul 21 06:55:18 2022 CEST ModDate: Thu Jul 21 06:55:18 2022 CEST Tagged: yes UserProperties: no Suspects: no Form: none JavaScript: no Pages: 10 Encrypted: no Page size: 595.276 x 793.701 pts Page rot: 0 File size: 675208 bytes Optimized: yes PDF version: 1.7 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- KMEINP+Gulliver Type 1C Custom yes yes yes 741 0 KMEIPP+Univers Type 1C WinAnsi yes yes no 742 0 KMEJAA+Helvetica Type 1C WinAnsi yes yes no 743 0 KMEJCA+MTSYN Type 1C Custom yes yes yes 752 0 KMEJCB+Gulliver-Italic Type 1C Custom yes yes yes 753 0 KMEJCC+GulliverSCOsF Type 1C Custom yes yes yes 758 0 KMEJDD+Symbol Type 1C Custom yes yes yes 765 0 KMEJDE+Gulliver-Bold Type 1C Custom yes yes yes 767 0 KMEJOC+Courier Type 1C WinAnsi yes yes no 271 0 KMEJOD+CMSY7 Type 1C Custom yes yes yes 266 0 KMEJOE+MT2HRBS Type 1C WinAnsi yes yes no 263 0 KMEJOF+MTEX Type 1C Custom yes yes no 284 0 KMEJPF+CMSY9 Type 1C Custom yes yes yes 280 0 KMEJPG+CMSY6 Type 1C Custom yes yes yes 279 0 KMEJOB+MTMI Type 1C Custom yes yes yes 274 0 Jhove (Rel. 1.22.1, 2019-04-17) Date: 2022-09-13 02:29:45 CEST RepresentationInformation: 1_s2.0_S2214579622000260_main.pdf ReportingModule: PDF-hul, Rel. 1.12.1 (2019-04-17) LastModified: 2022-08-22 01:46:05 CEST Size: 675208 Format: PDF Version: 1.7 Status: Well-Formed and valid SignatureMatches: PDF-hul MIMEtype: application/pdf Profile: Linearized PDF PDFMetadata: Objects: 815 FreeObjects: 276 IncrementalUpdates: 1 DocumentCatalog: PageLayout: SinglePage PageMode: UseOutlines Language: en Outlines: Item: Title: A Flexible Outlier Detector Based on a Topology Given by Graph Communities Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@eafc191 Children: Item: Title: 1 Introduction Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@612fc6eb Item: Title: 2 Related work Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@1060b431 Children: Item: Title: 2.1 Global methods Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@612679d6 Item: Title: 2.2 Local methods Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@11758f2a Item: Title: 2.3 Graph based methods Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@e720b71 Item: Title: 2.4 Multiview methods Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@1b26f7b2 Item: Title: 3 COD: outlier detection based on a topological measure of pattern diversity Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@491cc5c9 Children: Item: Title: 3.1 Graph construction Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@74ad1f1f Item: Title: 3.2 Community detection Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@6a1aab78 Item: Title: 3.3 Outlierness feature space Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@462d5aee Item: Title: 4 Experimental set-up Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@69b0fd6f Children: Item: Title: 4.1 Generation of datasets with outliers Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@757942a1 Item: Title: 4.2 Quality metrics Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@4a87761d Item: Title: 5 Results Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@66d1af89 Children: Item: Title: 5.1 Experiment 1. Impact of COD configuration in communities Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@8646db9 Item: Title: 5.2 Experiment 2. Comparison to SoA single and multi view methods Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@37374a5e Item: Title: 6 Discussion and conclusions Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@4671e53b Item: Title: Declaration of competing interest Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@2db7a79b Item: Title: Acknowledgement Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@6950e31 Item: Title: References Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@b7dd107 Info: Title: A Flexible Outlier Detector Based on a Topology Given by Graph Communities Author: Oriol Ramos Terrades Subject: Big Data Research, 29 (2022) 100332. 10.1016/j.bdr.2022.100332 Creator: Elsevier Producer: Acrobat Distiller 9.5.5 (Windows) CreationDate: Thu Jul 21 06:55:18 CEST 2022 ModDate: Thu Jul 21 06:55:18 CEST 2022 ID: 0x1249fef1a8f045afd90e3e892d197f62, 0x82d753d1e3207744a32459ad7a475575 Filters: FilterPipeline: 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Author(s). 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