EP3646207A4 - ITERATIVE FEATURE SELECTION METHODS - Google Patents

ITERATIVE FEATURE SELECTION METHODS Download PDF

Info

Publication number: EP3646207A4
Authority: EP; European Patent Office
Prior art keywords: feature selection; selection methods; iterative feature; iterative; methods
Prior art date: 2017-06-28
Legal status (The legal status 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 Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.): Withdrawn

Application number

EP17915904.1A

Other languages

German (de)

French (fr)

Other versions

EP3646207A1 (en

Inventor

Patrick Lilley

Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)

Liquid Biosciences Inc

Original Assignee

Liquid Biosciences Inc

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.)

2017-06-28

Filing date

2017-06-28

Publication date

2021-04-07

2017-06-28 Application filed by Liquid Biosciences Inc filed Critical Liquid Biosciences Inc

2020-05-06 Publication of EP3646207A1 publication Critical patent/EP3646207A1/en

2021-04-07 Publication of EP3646207A4 publication Critical patent/EP3646207A4/en

Status Withdrawn legal-status Critical Current

Classifications

- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/12—Computing arrangements based on biological models using genetic models
- G06N3/126—Evolutionary algorithms, e.g. genetic algorithms or genetic programming
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/086—Learning methods using evolutionary algorithms, e.g. genetic algorithms or genetic programming

Landscapes

Engineering & Computer Science (AREA)
Physics & Mathematics (AREA)
Theoretical Computer Science (AREA)
Life Sciences & Earth Sciences (AREA)
Health & Medical Sciences (AREA)
Biophysics (AREA)
Data Mining & Analysis (AREA)
Bioinformatics & Cheminformatics (AREA)
Bioinformatics & Computational Biology (AREA)
Evolutionary Biology (AREA)
General Engineering & Computer Science (AREA)
Software Systems (AREA)
Artificial Intelligence (AREA)
Evolutionary Computation (AREA)
General Physics & Mathematics (AREA)
Computing Systems (AREA)
Mathematical Physics (AREA)
General Health & Medical Sciences (AREA)
Genetics & Genomics (AREA)
Molecular Biology (AREA)
Biomedical Technology (AREA)
Computational Linguistics (AREA)
Physiology (AREA)
Computer Vision & Pattern Recognition (AREA)
Medical Informatics (AREA)
Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Debugging And Monitoring (AREA)

EP17915904.1A 2017-06-28 2017-06-28 ITERATIVE FEATURE SELECTION METHODS Withdrawn EP3646207A4 (en)

Applications Claiming Priority (1)

Application Number	Priority Date	Filing Date	Title
PCT/US2017/039812 WO2019005049A1 (en)	2017-06-28	2017-06-28	Iterative feature selection methods

Publications (2)

Publication Number	Publication Date
EP3646207A1 EP3646207A1 (en)	2020-05-06
EP3646207A4 true EP3646207A4 (en)	2021-04-07

Family

ID=64742982

Family Applications (1)

Application Number	Title	Priority Date	Filing Date
EP17915904.1A Withdrawn EP3646207A4 (en)	2017-06-28	2017-06-28	ITERATIVE FEATURE SELECTION METHODS

Country Status (3)

Country	Link
EP (1)	EP3646207A4 (en)
JP (1)	JP6741888B1 (en)
WO (1)	WO2019005049A1 (en)

Citations (2)

* Cited by examiner, † Cited by third party
Publication number	Priority date	Publication date	Assignee	Title
US7236911B1 (en) *	2004-06-16	2007-06-26	Western Digital Technologies, Inc.	Using a genetic algorithm to select a subset of quality metrics as input to a disk drive failure prediction algorithm
WO2007147166A2 (en) *	2006-06-16	2007-12-21	Quantum Leap Research, Inc.	Consilence of data-mining

Family Cites Families (9)

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Publication number	Priority date	Publication date	Assignee	Title
US5963902A (en) *	1997-07-30	1999-10-05	Nynex Science & Technology, Inc.	Methods and apparatus for decreasing the size of generated models trained for automatic pattern recognition
US6941287B1 (en) *	1999-04-30	2005-09-06	E. I. Du Pont De Nemours And Company	Distributed hierarchical evolutionary modeling and visualization of empirical data
US20020127529A1 (en) *	2000-12-06	2002-09-12	Cassuto Nadav Yehudah	Prediction model creation, evaluation, and training
US20060161403A1 (en) *	2002-12-10	2006-07-20	Jiang Eric P	Method and system for analyzing data and creating predictive models
JP2005222286A (en) *	2004-02-05	2005-08-18	Canon Inc	Optimal solution search method and optimal solution search device
US20050234761A1 (en) *	2004-04-16	2005-10-20	Pinto Stephen K	Predictive model development
WO2009032220A1 (en) *	2007-08-31	2009-03-12	Saudi Arabian Oil Company	Artificial neural network models for determining relative permeability of hydrocarbon reservoirs
US9269046B2 (en) *	2012-01-18	2016-02-23	Brainscope Company, Inc.	Method and device for multimodal neurological evaluation
US9471881B2 (en) *	2013-01-21	2016-10-18	International Business Machines Corporation	Transductive feature selection with maximum-relevancy and minimum-redundancy criteria

2017
- 2017-06-28 EP EP17915904.1A patent/EP3646207A4/en not_active Withdrawn
- 2017-06-28 JP JP2019572105A patent/JP6741888B1/en not_active Expired - Fee Related
- 2017-06-28 WO PCT/US2017/039812 patent/WO2019005049A1/en not_active Ceased

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number	Priority date	Publication date	Assignee	Title
US7236911B1 (en) *	2004-06-16	2007-06-26	Western Digital Technologies, Inc.	Using a genetic algorithm to select a subset of quality metrics as input to a disk drive failure prediction algorithm
WO2007147166A2 (en) *	2006-06-16	2007-12-21	Quantum Leap Research, Inc.	Consilence of data-mining

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of WO2019005049A1 *

Also Published As

Publication number	Publication date
WO2019005049A1 (en)	2019-01-03
JP2020525939A (en)	2020-08-27
JP6741888B1 (en)	2020-08-19
EP3646207A1 (en)	2020-05-06

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DK3731771T3 (en)	2023-08-28	V462033DK00
CL2018000524S1 (en)	2018-10-05	Golilla
DE202018003363U8 (en)	2019-01-24	Handgelenkssphygmomanometer
EP3634404C0 (en)	2024-11-20	PYRAZOLE-MAGL-INHIBITOR
EP3588580A4 (en)	2020-12-02	GRABEN-MOS-SCHOTTKYDIODE
DK3351526T3 (en)	2021-02-08	DIISOPENTYLTEREPHTHALATE
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EP3634397A4 (en)	2021-03-17	HETEROCYCLYL-POLYMETHINIR-IR-CHROMOPHORE
EP3618836A4 (en)	2021-01-13	TRITERPENSAPONINALOGA
DK3568655T3 (en)	2023-04-17	RECUPATOR
DK3571580T5 (en)	2021-11-08	LOAD-LOGICAL-AND-SHIFT-GUARDED-INSTRUCTION
EP3575467A4 (en)	2020-03-18	SPINNVLIES
EP3611402A4 (en)	2020-04-15	SERVOCYLINDER
EP3654852A4 (en)	2020-06-17	GARROT
EP3693499A4 (en)	2021-04-28	BRAID
EP3714787A4 (en)	2021-03-17	BIOCAPTER
EP3619920A4 (en)	2021-01-20	METADATA-FREE AUDIO-OBJECT INTERACTIONS
DK3576686T3 (en)	2022-01-03	BROKBIND
DK3568506T3 (en)	2021-03-01	Offeranode
FI11704U1 (en)	2017-06-21	Liittopuujärjestely
EP3689701A4 (en)	2021-06-16	BOGGIE
EP3687383C0 (en)	2024-10-16	ELECTROGUSTOMETER
DK3391870T3 (en)	2021-01-25	PNEUMOMASSAGE CASES
DK3510051T3 (en)	2020-03-16	Carboxylalkylchitosan
DK3676276T3 (en)	2022-02-21	SPIROTHIETANNUCLEOSIDES

Legal Events

Date	Code	Title	Description
2019-01-04	STAA	Information on the status of an ep patent application or granted ep patent	Free format text: STATUS: THE INTERNATIONAL PUBLICATION HAS BEEN MADE
2020-04-03	PUAI	Public reference made under article 153(3) epc to a published international application that has entered the european phase	Free format text: ORIGINAL CODE: 0009012
2020-04-03	STAA	Information on the status of an ep patent application or granted ep patent	Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE
2020-05-06	17P	Request for examination filed	Effective date: 20200124
2020-05-06	AK	Designated contracting states	Kind code of ref document: A1 Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
2020-05-06	AX	Request for extension of the european patent	Extension state: BA ME
2020-10-07	DAV	Request for validation of the european patent (deleted)
2020-10-07	DAX	Request for extension of the european patent (deleted)
2021-04-07	A4	Supplementary search report drawn up and despatched	Effective date: 20210310
2021-04-07	RIC1	Information provided on ipc code assigned before grant	Ipc: G06N 3/08 20060101ALN20210303BHEP Ipc: G06N 3/12 20060101AFI20210303BHEP Ipc: G06N 20/00 20190101ALI20210303BHEP Ipc: G06K 9/62 20060101ALI20210303BHEP
2021-09-10	STAA	Information on the status of an ep patent application or granted ep patent	Free format text: STATUS: THE APPLICATION HAS BEEN WITHDRAWN
2021-10-13	18W	Application withdrawn	Effective date: 20210903