HK1209863A1 - Systems and methods for generating biomarker signatures with integrated dual ensemble and generalized simulated annealing techniques - Google Patents

Systems and methods for generating biomarker signatures with integrated dual ensemble and generalized simulated annealing techniques

Info

Publication number
HK1209863A1
HK1209863A1 HK15110399.9A HK15110399A HK1209863A1 HK 1209863 A1 HK1209863 A1 HK 1209863A1 HK 15110399 A HK15110399 A HK 15110399A HK 1209863 A1 HK1209863 A1 HK 1209863A1
Authority
HK
Hong Kong
Prior art keywords
systems
methods
simulated annealing
integrated dual
annealing techniques
Prior art date
Application number
HK15110399.9A
Other languages
English (en)
Chinese (zh)
Inventor
向陽
朱麗婭‧亨格
弗洛裡安‧馬丁
Original Assignee
Philip Morris Products Sa
Yang Xiang
Julia Hoeng
Florian Martin
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Philip Morris Products Sa, Yang Xiang, Julia Hoeng, Florian Martin filed Critical Philip Morris Products Sa
Publication of HK1209863A1 publication Critical patent/HK1209863A1/xx

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/027—Frames
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20—Supervised data analysis

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Public Health (AREA)
  • Bioethics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Biotechnology (AREA)
  • Epidemiology (AREA)
  • General Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
  • Apparatus Associated With Microorganisms And Enzymes (AREA)
HK15110399.9A 2012-06-21 2015-10-22 Systems and methods for generating biomarker signatures with integrated dual ensemble and generalized simulated annealing techniques HK1209863A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201261662812P 2012-06-21 2012-06-21
PCT/EP2013/062982 WO2013190085A1 (fr) 2012-06-21 2013-06-21 Systèmes et procédés pour générer des signatures de biomarqueurs au moyen d'ensembles doubles intégrés et de techniques d'annelage simulées

Publications (1)

Publication Number Publication Date
HK1209863A1 true HK1209863A1 (en) 2016-04-08

Family

ID=48699764

Family Applications (1)

Application Number Title Priority Date Filing Date
HK15110399.9A HK1209863A1 (en) 2012-06-21 2015-10-22 Systems and methods for generating biomarker signatures with integrated dual ensemble and generalized simulated annealing techniques

Country Status (7)

Country Link
US (1) US10373708B2 (fr)
EP (1) EP2864919B1 (fr)
JP (1) JP6313757B2 (fr)
CN (1) CN104584022B (fr)
CA (1) CA2877430C (fr)
HK (1) HK1209863A1 (fr)
WO (1) WO2013190085A1 (fr)

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US10339464B2 (en) 2012-06-21 2019-07-02 Philip Morris Products S.A. Systems and methods for generating biomarker signatures with integrated bias correction and class prediction
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Also Published As

Publication number Publication date
CA2877430C (fr) 2021-07-06
CA2877430A1 (fr) 2013-12-27
CN104584022A (zh) 2015-04-29
WO2013190085A1 (fr) 2013-12-27
US10373708B2 (en) 2019-08-06
CN104584022B (zh) 2018-11-16
EP2864919B1 (fr) 2023-11-01
EP2864919C0 (fr) 2023-11-01
US20150154353A1 (en) 2015-06-04
JP6313757B2 (ja) 2018-04-18
JP2015527635A (ja) 2015-09-17
EP2864919A1 (fr) 2015-04-29

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