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1. (WO2017112168) MULTI-LABEL CONTENT RECATEGORIZATION
Latest bibliographic data on file with the International Bureau

Pub. No.: WO/2017/112168 International Application No.: PCT/US2016/062630
Publication Date: 29.06.2017 International Filing Date: 18.11.2016
IPC:
G06F 17/30 (2006.01) ,G06F 21/56 (2013.01)
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
F
ELECTRIC DIGITAL DATA PROCESSING
17
Digital computing or data processing equipment or methods, specially adapted for specific functions
30
Information retrieval; Database structures therefor
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
F
ELECTRIC DIGITAL DATA PROCESSING
21
Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
50
Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
55
Detecting local intrusion or implementing counter-measures
56
Computer malware detection or handling, e.g. anti-virus arrangements
Applicants:
MCAFEE, LLC [US/US]; 2821 Mission College Boulevard Santa Clara, California 95054-1838, US
Inventors:
SINGH, Nidhi; DE
OLINSKY, Craig Philip; DE
PARAMASIVAM, Thamizhannal; IN
Agent:
CRANDALL, Sean, C.; US
Priority Data:
14/977,87522.12.2015US
Title (EN) MULTI-LABEL CONTENT RECATEGORIZATION
(FR) RECATÉGORISATION DU CONTENU D'ÉTIQUETTES MULTIPLES
Abstract:
(EN) In an example, there is disclosed a computing apparatus, including one or more logic elements, including at least one hardware logic element, comprising a classification engine to: receive a clean multi-labeled dataset comprising a plurality of document each assigned to one or more of a plurality of categories; receive an unclean multi-labeled dataset; and produce a recategorized and cleansed dataset from the unclean multi-labeled dataset, comprising predicting a number of labels for a document, and comparing to an existing number of labels. There is also disclosed a method of providing a classification engine.
(FR) Un exemple de l'invention concerne un appareil de traitement informatique, comprenant un ou plusieurs éléments logiques, comprenant au moins un élément logique matériel, comprenant un moteur de classification destiné à : recevoir un ensemble de données d'étiquettes multiples propres comprenant une pluralité de documents, chacun attribué à une ou plusieurs d'une pluralité de catégories; recevoir un ensemble de données d'étiquettes multiples non propres; et produire un ensemble de données recatégorisées et nettoyées à partir de l'ensemble de données d'étiquettes multiples non propres, comprenant la prévision d'un nombre d'étiquettes pour un document, et la comparaison à un nombre d'étiquettes existant. L'invention concerne également un procédé de réalisation d'un moteur de classification.
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Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JP, KE, KG, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Organization (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: English (EN)
Filing Language: English (EN)