
Elizabeth Kemmerer
Examiner (ID: 7452, Phone: (571)272-0874 , Office: P/1646 )
| Most Active Art Unit | 1646 |
| Art Unit(s) | 1804, 1616, 1674, 1801, 1646, 1812 |
| Total Applications | 1810 |
| Issued Applications | 1112 |
| Pending Applications | 139 |
| Abandoned Applications | 581 |
Applications
| Application number | Title of the application | Filing Date | Status |
|---|---|---|---|
Array
(
[id] => 19015397
[patent_doc_number] => 11922332
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-03-05
[patent_title] => Predictive learner score
[patent_app_type] => utility
[patent_app_number] => 17/385054
[patent_app_country] => US
[patent_app_date] => 2021-07-26
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 19
[patent_figures_cnt] => 19
[patent_no_of_words] => 19294
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 4
[patent_words_short_claim] => 545
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17385054
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/385054 | Predictive learner score | Jul 25, 2021 | Issued |
Array
(
[id] => 17253340
[patent_doc_number] => 11188833
[patent_country] => US
[patent_kind] => B1
[patent_issue_date] => 2021-11-30
[patent_title] => Real-time predictive knowledge pattern machine
[patent_app_type] => utility
[patent_app_number] => 17/320876
[patent_app_country] => US
[patent_app_date] => 2021-05-14
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 10
[patent_figures_cnt] => 10
[patent_no_of_words] => 12629
[patent_no_of_claims] => 25
[patent_no_of_ind_claims] => 2
[patent_words_short_claim] => 257
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17320876
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/320876 | Real-time predictive knowledge pattern machine | May 13, 2021 | Issued |
Array
(
[id] => 18087814
[patent_doc_number] => 11537952
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2022-12-27
[patent_title] => Methods and systems for monitoring distributed data-driven models
[patent_app_type] => utility
[patent_app_number] => 17/319282
[patent_app_country] => US
[patent_app_date] => 2021-05-13
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 2
[patent_figures_cnt] => 3
[patent_no_of_words] => 9754
[patent_no_of_claims] => 16
[patent_no_of_ind_claims] => 2
[patent_words_short_claim] => 263
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17319282
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/319282 | Methods and systems for monitoring distributed data-driven models | May 12, 2021 | Issued |
Array
(
[id] => 19093132
[patent_doc_number] => 11954594
[patent_country] => US
[patent_kind] => B1
[patent_issue_date] => 2024-04-09
[patent_title] => Training recurrent neural networks to generate sequences
[patent_app_type] => utility
[patent_app_number] => 17/315695
[patent_app_country] => US
[patent_app_date] => 2021-05-10
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 5
[patent_figures_cnt] => 5
[patent_no_of_words] => 7701
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 293
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17315695
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/315695 | Training recurrent neural networks to generate sequences | May 9, 2021 | Issued |
Array
(
[id] => 17039759
[patent_doc_number] => 20210256395
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2021-08-19
[patent_title] => SYSTEM AND METHODS TO PROVIDE SEAMLESS INFORMATION EXCHANGE BETWEEN CERTIFIED AND UNCERTIFIED APPLICATIONS
[patent_app_type] => utility
[patent_app_number] => 17/313108
[patent_app_country] => US
[patent_app_date] => 2021-05-06
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6478
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 2
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17313108
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/313108 | System and methods to provide seamless information exchange between certified and uncertified applications | May 5, 2021 | Issued |
Array
(
[id] => 18031145
[patent_doc_number] => 11514336
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2022-11-29
[patent_title] => Automated knowledge base
[patent_app_type] => utility
[patent_app_number] => 17/440472
[patent_app_country] => US
[patent_app_date] => 2021-05-05
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 10
[patent_figures_cnt] => 10
[patent_no_of_words] => 4847
[patent_no_of_claims] => 10
[patent_no_of_ind_claims] => 2
[patent_words_short_claim] => 268
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17440472
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/440472 | Automated knowledge base | May 4, 2021 | Issued |
Array
(
[id] => 18614770
[patent_doc_number] => 20230281507
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-09-07
[patent_title] => AUTOMATED SIMILARITY MEASUREMENT AND PROPERTY ESTIMATION
[patent_app_type] => utility
[patent_app_number] => 17/999277
[patent_app_country] => US
[patent_app_date] => 2021-04-29
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 9496
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 115
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17999277
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/999277 | Automated similarity measurement and property estimation | Apr 28, 2021 | Issued |
Array
(
[id] => 17173086
[patent_doc_number] => 20210326757
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2021-10-21
[patent_title] => Federated Learning with Only Positive Labels
[patent_app_type] => utility
[patent_app_number] => 17/227851
[patent_app_country] => US
[patent_app_date] => 2021-04-12
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 9110
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 183
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17227851
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/227851 | Federated learning with only positive labels | Apr 11, 2021 | Issued |
Array
(
[id] => 17932245
[patent_doc_number] => 20220327370
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-10-13
[patent_title] => Hybrid Low Power Analog to Digital Converter (ADC) Based Artificial Neural Network (ANN) with Analog Based Multiplication and Addition
[patent_app_type] => utility
[patent_app_number] => 17/227694
[patent_app_country] => US
[patent_app_date] => 2021-04-12
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 46273
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 321
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17227694
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/227694 | Hybrid Low Power Analog to Digital Converter (ADC) Based Artificial Neural Network (ANN) with Analog Based Multiplication and Addition | Apr 11, 2021 | Pending |
Array
(
[id] => 20257598
[patent_doc_number] => 12429948
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-09-30
[patent_title] => Systems and methods for selectively communicating to a user via a system 1 or system 2 channel
[patent_app_type] => utility
[patent_app_number] => 17/227630
[patent_app_country] => US
[patent_app_date] => 2021-04-12
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 5
[patent_figures_cnt] => 5
[patent_no_of_words] => 6483
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 154
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17227630
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/227630 | Systems and methods for selectively communicating to a user via a system 1 or system 2 channel | Apr 11, 2021 | Issued |
Array
(
[id] => 17932202
[patent_doc_number] => 20220327327
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-10-13
[patent_title] => CALCULATE FAIRNESS OF MACHINE LEARNING MODEL
[patent_app_type] => utility
[patent_app_number] => 17/227822
[patent_app_country] => US
[patent_app_date] => 2021-04-12
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6105
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 124
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17227822
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/227822 | Calculate fairness of machine learning model | Apr 11, 2021 | Issued |
Array
(
[id] => 17931999
[patent_doc_number] => 20220327124
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-10-13
[patent_title] => MACHINE LEARNING FOR LOCATING INFORMATION IN KNOWLEDGE GRAPHS
[patent_app_type] => utility
[patent_app_number] => 17/227523
[patent_app_country] => US
[patent_app_date] => 2021-04-12
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 11354
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 208
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17227523
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/227523 | Machine learning for locating information in knowledge graphs | Apr 11, 2021 | Issued |
Array
(
[id] => 19653623
[patent_doc_number] => 12175419
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-12-24
[patent_title] => Computerized systems and methods for product categorization using artificial intelligence
[patent_app_type] => utility
[patent_app_number] => 17/225056
[patent_app_country] => US
[patent_app_date] => 2021-04-07
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 11
[patent_figures_cnt] => 11
[patent_no_of_words] => 13141
[patent_no_of_claims] => 18
[patent_no_of_ind_claims] => 2
[patent_words_short_claim] => 238
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17225056
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/225056 | Computerized systems and methods for product categorization using artificial intelligence | Apr 6, 2021 | Issued |
Array
(
[id] => 17916253
[patent_doc_number] => 20220318649
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-10-06
[patent_title] => METHOD AND APPARATUS FOR ADAPTING MACHINE LEARNING TO CHANGES IN USER INTEREST
[patent_app_type] => utility
[patent_app_number] => 17/217810
[patent_app_country] => US
[patent_app_date] => 2021-03-30
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 15112
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 218
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17217810
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/217810 | Method and apparatus for adapting machine learning to changes in user interest | Mar 29, 2021 | Issued |
Array
(
[id] => 17114547
[patent_doc_number] => 20210295144
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2021-09-23
[patent_title] => VARIABLE SENSITIVITY NODE
[patent_app_type] => utility
[patent_app_number] => 17/208399
[patent_app_country] => US
[patent_app_date] => 2021-03-22
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 7240
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -26
[patent_words_short_claim] => 130
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17208399
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/208399 | Variable sensitivity node | Mar 21, 2021 | Issued |
Array
(
[id] => 20529477
[patent_doc_number] => 12547915
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2026-02-10
[patent_title] => Predictive data analysis techniques using predictive threshold optimization and probabilistic automated programming
[patent_app_type] => utility
[patent_app_number] => 17/192543
[patent_app_country] => US
[patent_app_date] => 2021-03-04
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 12
[patent_figures_cnt] => 12
[patent_no_of_words] => 13197
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 332
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17192543
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/192543 | Predictive data analysis techniques using predictive threshold optimization and probabilistic automated programming | Mar 3, 2021 | Issued |
Array
(
[id] => 17462810
[patent_doc_number] => 20220076116
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-03-10
[patent_title] => LEARNING APPARATUS, METHOD AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM
[patent_app_type] => utility
[patent_app_number] => 17/186323
[patent_app_country] => US
[patent_app_date] => 2021-02-26
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 8016
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -15
[patent_words_short_claim] => 104
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17186323
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/186323 | Displaying iterative learning process and sample error to efficiently eliminate noisy sample data | Feb 25, 2021 | Issued |
Array
(
[id] => 19626189
[patent_doc_number] => 12165023
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-12-10
[patent_title] => Measuring local CD uniformity using scatterometry and machine learning
[patent_app_type] => utility
[patent_app_number] => 17/904872
[patent_app_country] => US
[patent_app_date] => 2021-02-23
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 5
[patent_figures_cnt] => 5
[patent_no_of_words] => 3085
[patent_no_of_claims] => 17
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 262
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17904872
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/904872 | Measuring local CD uniformity using scatterometry and machine learning | Feb 22, 2021 | Issued |
Array
(
[id] => 16994342
[patent_doc_number] => 20210232762
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2021-07-29
[patent_title] => ARCHITECTURES FOR NATURAL LANGUAGE PROCESSING
[patent_app_type] => utility
[patent_app_number] => 17/166493
[patent_app_country] => US
[patent_app_date] => 2021-02-03
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 24192
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 97
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17166493
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/166493 | ARCHITECTURES FOR NATURAL LANGUAGE PROCESSING | Feb 2, 2021 | Abandoned |
Array
(
[id] => 17779883
[patent_doc_number] => 20220246233
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-08-04
[patent_title] => STRUCTURE-BASED, LIGAND ACTIVITY PREDICTION USING BINDING MODE PREDICTION INFORMATION
[patent_app_type] => utility
[patent_app_number] => 17/166483
[patent_app_country] => US
[patent_app_date] => 2021-02-03
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 9389
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 125
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17166483
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/166483 | Structure-based, ligand activity prediction using binding mode prediction information | Feb 2, 2021 | Issued |