PATENT CLAIM ANALYSIS

Application Number: 16030142
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2019-03
Patent Classification: ["708", "207000"]

Abstract:
A Gaussian similarity matrix is computed between observation vectors. An inverse Gaussian similarity matrix is computed from the Gaussian similarity matrix. A row sum vector is computed that includes a row sum value computed from each row of the inverse Gaussian similarity matrix. (a) A new observation vector is selected. (b) An acceptance value is computed for the new observation vector using the set of boundary support vectors, the row sum vector, and the new observation vector. (c) (a) and (b) are repeated when the computed acceptance value is less than or equal to zero. (d) An incremental vector is computed from the inverse Gaussian similarity matrix and the new observation vector when the computed acceptance value is greater than zero. (e) the selected new observation vector is output as an outlier observation vector when a maximum value of the incremental vector is less than a first predefined tolerance value.

Claim (Index 12):
The non-transitory computer-readable medium of  claim 1 , wherein the incremental vector is computed using v \ue8a0 ( i ) = exp \ue89e - \uf605 z - x \ue8a0 ( i ) \uf606 2 2 \ue89e \ue89e s 2 , i = 1 , \u2026 \ue89e , N BV , where z is the selected new observation vector, x(i) is an i th  vector of the selected set of boundary support vectors, s is a Gaussian bandwidth parameter, and N BV  is a number of the selected set of boundary support vectors.

Metadata:
- Claim Count in Document: 80.0
- Percentile: 95.0
- Lexical Diversity: 3.0
- Patent Class: 708.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15583067', '15390236', '15185277', '15096552', '15911882']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5407397001371116
- 35 USC 102 Novelty (BERT): 0.5444050181599769
- Combined Prediction Score: 0.5411062319393981
- Mean Citation Score: 362.52844
- Max Citation Score: 383.9613
- Similarity Product: 282.23657525605563

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

Dataset: test