INCREASING SIGNAL TO NOISE RATIO FOR CREATION OF GENERALIZED AND ROBUST PREDICTION MODELS
Patent №
US 9,275,334
Granted
2016-03-01
Filed 2013
Owner
APPLIED MATERIALS, INC.
Lab
—
AI components
5
ml · nlp · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
13856288
A computer system iteratively executes a decision tree-based prediction model using a set of input variables. The iterations create corresponding rankings of the input variables. The computer system generates overall variables contribution data using the rankings of the input variables and identifies key input variables based on the overall variables contribution data.
Machine learningNatural languageKnowledge representationPlanningAI hardwareG06N 5/02G05B 19/00G06F 30/367G06N 5/022G06N 20/00G06N 20/20
AI classification
Machine learning1.00
Planning1.00
AI hardware0.99
Knowledge representation0.96
Natural language0.93
Evolutionary computation0.14
Vision0.00
Speech0.00
Ownership
APPLIED MATERIALS, INC.
assignment · 310550184
Assignors
SHARMA, DEEPAK, ARMER, HELEN R., MOYNE, JAMES
On an employer assignment, the assignors are typically the inventors.
From the same owner
METHODS AND MECHANISMS FOR PROCESS RECIPE OPTIMIZATIONUS 12,693,652 · 2026PRE-BONDING AUTOMATIC OPTICAL INSPECTION DEFECT CLASSIFICATIONUS 12,694,505 · 2026METHODS AND MECHANISMS FOR COUPLING SENSORS TO TRANSFER CHAMBER ROBOTUS 12,696,728 · 2026IN-SITU INTEGRATED WAFER PARAMETER DETECTION SYSTEM WITH REMOTE PLASMA CLEANINGUS 12,685,095 · 2026APPARATUSES AND METHODS FOR HANDLING OPTICAL DEVICESUS 12,662,335 · 2026METHODS AND MECHANISMS FOR MEASURING PATTERNED SUBSTRATE PROPERTIES DURING SUBSTRATE MANUFACTURINGUS 12,645,987 · 2026IN-CHAMBER METROLOGY OF SUBSTRATES FOR PROCESS CHARACTERIZATION AND IMPROVEMENTUS 12,628,609 · 2026CALIBRATION OF AN ALIGNER STATION OF A PROCESSING SYSTEMUS 12,615,997 · 2026