Search

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 numberTitle of the applicationFiling DateStatus
Array ( [id] => 20428660 [patent_doc_number] => 20250390753 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-12-25 [patent_title] => SYSTEM AND METHOD FOR IMPROVING MACHINE LEARNING CLASSIFIERS USING SYNTHETIC INPUTS AND GRADIENT DIRECTION ANALYSIS [patent_app_type] => utility [patent_app_number] => 19/313407 [patent_app_country] => US [patent_app_date] => 2025-08-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 66039 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [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] => 19313407 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/313407
SYSTEM AND METHOD FOR IMPROVING MACHINE LEARNING CLASSIFIERS USING SYNTHETIC INPUTS AND GRADIENT DIRECTION ANALYSIS Aug 27, 2025 Pending
Array ( [id] => 20455162 [patent_doc_number] => 12518217 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-01-06 [patent_title] => Method for managing local and global models on an artificial intelligence platform [patent_app_type] => utility [patent_app_number] => 19/220466 [patent_app_country] => US [patent_app_date] => 2025-05-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 7 [patent_no_of_words] => 9062 [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] => 19220466 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/220466
Method for managing local and global models on an artificial intelligence platform May 27, 2025 Issued
Array ( [id] => 20071111 [patent_doc_number] => 20250209333 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-06-26 [patent_title] => TRAINING NODES OF A NEURAL NETWORK TO BE DECISIVE [patent_app_type] => utility [patent_app_number] => 19/040977 [patent_app_country] => US [patent_app_date] => 2025-01-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 66248 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -34 [patent_words_short_claim] => 298 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19040977 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/040977
Training nodes of a neural network to be decisive Jan 29, 2025 Issued
Array ( [id] => 19757072 [patent_doc_number] => 20250045637 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-02-06 [patent_title] => SYSTEMS AND METHODS FOR PERFORMING SITUATION-AWARE CONTROL SYSTEM MODEL UPDATES [patent_app_type] => utility [patent_app_number] => 18/914883 [patent_app_country] => US [patent_app_date] => 2024-10-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 19062 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -23 [patent_words_short_claim] => 162 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18914883 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/914883
SYSTEMS AND METHODS FOR PERFORMING SITUATION-AWARE CONTROL SYSTEM MODEL UPDATES Oct 13, 2024 Pending
Array ( [id] => 20468645 [patent_doc_number] => 12524685 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-01-13 [patent_title] => Data management suggestions from knowledge graph actions [patent_app_type] => utility [patent_app_number] => 18/594274 [patent_app_country] => US [patent_app_date] => 2024-03-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 3640 [patent_no_of_claims] => 22 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 229 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18594274 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/594274
Data management suggestions from knowledge graph actions Mar 3, 2024 Issued
Array ( [id] => 19451480 [patent_doc_number] => 20240311610 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-09-19 [patent_title] => DEVICE AND METHOD FOR LEARNING REPRESENTATIONS USING SPHERIZATION LAYER [patent_app_type] => utility [patent_app_number] => 18/520672 [patent_app_country] => US [patent_app_date] => 2023-11-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3903 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -9 [patent_words_short_claim] => 61 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18520672 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/520672
DEVICE AND METHOD FOR LEARNING REPRESENTATIONS USING SPHERIZATION LAYER Nov 27, 2023 Pending
Array ( [id] => 20018968 [patent_doc_number] => 20250157190 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-05-15 [patent_title] => AUTOMATED SHOPPING USING AUGMENTED REALITY [patent_app_type] => utility [patent_app_number] => 18/388934 [patent_app_country] => US [patent_app_date] => 2023-11-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3559 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 64 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18388934 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/388934
AUTOMATED SHOPPING USING AUGMENTED REALITY Nov 12, 2023 Pending
Array ( [id] => 19328012 [patent_doc_number] => 12045700 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2024-07-23 [patent_title] => Systems and methods of generative machine-learning guided by modal classification [patent_app_type] => utility [patent_app_number] => 18/385143 [patent_app_country] => US [patent_app_date] => 2023-10-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 25527 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 249 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18385143 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/385143
Systems and methods of generative machine-learning guided by modal classification Oct 29, 2023 Issued
Array ( [id] => 18957795 [patent_doc_number] => 20240046122 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-08 [patent_title] => CROSS-MEDIA CORRESPONDING KNOWLEDGE GENERATION METHOD AND APPARATUS [patent_app_type] => utility [patent_app_number] => 18/491817 [patent_app_country] => US [patent_app_date] => 2023-10-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7914 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 159 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18491817 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/491817
Cross-media corresponding knowledge generation method and apparatus Oct 22, 2023 Issued
Array ( [id] => 19145059 [patent_doc_number] => 20240144008 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-05-02 [patent_title] => LEARNING APPARATUS, LEARNING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM [patent_app_type] => utility [patent_app_number] => 18/486192 [patent_app_country] => US [patent_app_date] => 2023-10-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9927 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 85 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18486192 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/486192
LEARNING APPARATUS, LEARNING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM Oct 12, 2023 Pending
Array ( [id] => 19892375 [patent_doc_number] => 20250117687 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-04-10 [patent_title] => Automatic Content Generator for Construction-Based Data Objects [patent_app_type] => utility [patent_app_number] => 18/481060 [patent_app_country] => US [patent_app_date] => 2023-10-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 23406 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 271 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18481060 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/481060
Automatic Content Generator for Construction-Based Data Objects Oct 3, 2023 Pending
Array ( [id] => 18925308 [patent_doc_number] => 20240028312 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-01-25 [patent_title] => METHODS AND SYSTEMS FOR AUTOMATICALLY GENERATING AND EXECUTING COMPUTER CODE USING A NATURAL LANGUAGE DESCRIPTION OF A DATA MANIPULATION TO BE PERFORMED ON A DATA SET [patent_app_type] => utility [patent_app_number] => 18/375371 [patent_app_country] => US [patent_app_date] => 2023-09-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13248 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -3 [patent_words_short_claim] => 146 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18375371 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/375371
Methods and systems for automatically generating and executing computer code using a natural language description of a data manipulation to be performed on a data set Sep 28, 2023 Issued
Array ( [id] => 19817395 [patent_doc_number] => 20250075602 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-03-06 [patent_title] => PREDICTING GAS LIFT EQUIPMENT FAILURE WITH DEEP LEARNING TECHNIQUES [patent_app_type] => utility [patent_app_number] => 18/458827 [patent_app_country] => US [patent_app_date] => 2023-08-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13709 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 87 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18458827 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/458827
PREDICTING GAS LIFT EQUIPMENT FAILURE WITH DEEP LEARNING TECHNIQUES Aug 29, 2023 Pending
Array ( [id] => 18788386 [patent_doc_number] => 20230376847 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-23 [patent_title] => Conversation Based Diagnosis and Troubleshooting of Maintenance Requests Using a Large Language Model Driven Chatbot [patent_app_type] => utility [patent_app_number] => 18/228373 [patent_app_country] => US [patent_app_date] => 2023-07-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 22380 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 131 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18228373 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/228373
Conversation Based Diagnosis and Troubleshooting of Maintenance Requests Using a Large Language Model Driven Chatbot Jul 30, 2023 Abandoned
Array ( [id] => 19748447 [patent_doc_number] => 20250037012 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-01-30 [patent_title] => SCHEMA-BASED MACHINE LEARNING MODEL MONITORING [patent_app_type] => utility [patent_app_number] => 18/357680 [patent_app_country] => US [patent_app_date] => 2023-07-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7118 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [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] => 18357680 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/357680
Schema-based machine learning model monitoring Jul 23, 2023 Issued
Array ( [id] => 19726247 [patent_doc_number] => 20250028998 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-01-23 [patent_title] => UTILIZING DYNAMIC DATA SAMPLING TO IMPLEMENT MACHINE LEARNING MODELS FOR PROJECTING RECURRENCE OF PERIODIC EVENTS [patent_app_type] => utility [patent_app_number] => 18/353633 [patent_app_country] => US [patent_app_date] => 2023-07-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11313 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 92 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18353633 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/353633
UTILIZING DYNAMIC DATA SAMPLING TO IMPLEMENT MACHINE LEARNING MODELS FOR PROJECTING RECURRENCE OF PERIODIC EVENTS Jul 16, 2023 Pending
Array ( [id] => 18942133 [patent_doc_number] => 20240037272 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-01 [patent_title] => SYSTEMS AND METHODS FOR ACTIVE ALGORITHM TRAINING IN A ZERO-TRUST ENVIRONMENT [patent_app_type] => utility [patent_app_number] => 18/353071 [patent_app_country] => US [patent_app_date] => 2023-07-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12839 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 78 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18353071 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/353071
SYSTEMS AND METHODS FOR ACTIVE ALGORITHM TRAINING IN A ZERO-TRUST ENVIRONMENT Jul 14, 2023 Pending
Array ( [id] => 19644726 [patent_doc_number] => 20240419246 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-12-19 [patent_title] => HUMAN AUGMENTATION PLATFORM USING CONTEXT, BIOSIGNALS, AND LANGUAGE MODELS [patent_app_type] => utility [patent_app_number] => 18/335864 [patent_app_country] => US [patent_app_date] => 2023-06-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 41149 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 135 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18335864 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/335864
HUMAN AUGMENTATION PLATFORM USING CONTEXT, BIOSIGNALS, AND LANGUAGE MODELS Jun 14, 2023 Pending
Array ( [id] => 18630716 [patent_doc_number] => 20230289611 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-09-14 [patent_title] => LOCATING A DECISION BOUNDARY FOR COMPLEX CLASSIFIER [patent_app_type] => utility [patent_app_number] => 18/196855 [patent_app_country] => US [patent_app_date] => 2023-05-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 70801 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -30 [patent_words_short_claim] => 187 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18196855 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/196855
Locating a decision boundary for complex classifier May 11, 2023 Issued
Array ( [id] => 18774036 [patent_doc_number] => 20230368866 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-16 [patent_title] => ADAPTIVE NEURAL NETWORK FOR NUCELOTIDE SEQUENCING [patent_app_type] => utility [patent_app_number] => 18/315142 [patent_app_country] => US [patent_app_date] => 2023-05-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 25932 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 18315142 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/315142
ADAPTIVE NEURAL NETWORK FOR NUCELOTIDE SEQUENCING May 9, 2023 Pending
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