PATENT CLAIM ANALYSIS

Application Number: 15988162
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-12
Patent Classification: ["708", "420000"]

Abstract:
The present disclosure is applied to a variable group calculation apparatus for calculating an undetermined variable group that simultaneously minimizes a difference value and a data value. The difference value is a difference between an added composite value, which is obtained by adding and combining the undetermined variable group and a dictionary data group, and an observation data group. The data value includes the difference value and a regularization term of the undetermined variable group. The variable group calculation apparatus of the present disclosure includes a convolution unit configured to convert the regularization term to a convolution value for an L1 norm using the undetermined variable group and a mollifier function, and a calculation unit configured to perform the calculation using the regularization term, which is converted to the convolution value by the convolution unit.

Claim (Index 2):
The variable group calculation apparatus according to  claim 1 , wherein the convolution unit determines the mollifier function according to the necessary number of differentiations of the regularization term.

Metadata:
- Claim Count in Document: 3.0
- Percentile: 93.0
- Lexical Diversity: 2.86
- Patent Class: 708.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['12990148', '14316372', '14316366', '12726410', '14554389']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3742955151069185
- 35 USC 102 Novelty (BERT): 0.5111956300134759
- Combined Prediction Score: 0.3879855265975742
- Mean Citation Score: 170.33361000000005
- Max Citation Score: 174.51294
- Similarity Product: 104.2826889457798

Labels:
- Claim Label 101: 0
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 0

Dataset: test