Elizabeth Kemmerer

Array ( [id] => 18756445 [patent_doc_number] => 20230359894 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-09 [patent_title] => METHODS, APPARATUS, AND ARTICLES OF MANUFACTURE TO RE-PARAMETERIZE MULTIPLE HEAD NETWORKS OF AN ARTIFICIAL INTELLIGENCE MODEL [patent_app_type] => utility [patent_app_number] => 18/312584 [patent_app_country] => US [patent_app_date] => 2023-05-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 19908 [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] => 18312584 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19530693 [patent_doc_number] => 20240354595 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-24 [patent_title] => Methods and Systems for Quantifying Uncertainty in Neural Link Predictors for Knowledge Graphs [patent_app_type] => utility [patent_app_number] => 18/136463 [patent_app_country] => US [patent_app_date] => 2023-04-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9097 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 171 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18136463 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18554344 [patent_doc_number] => 20230252357 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-10 [patent_title] => LEARNING WITH MOMENT ESTIMATION USING DIFFERENT TIME CONSTANTS [patent_app_type] => utility [patent_app_number] => 18/300007 [patent_app_country] => US [patent_app_date] => 2023-04-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9787 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -20 [patent_words_short_claim] => 96 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18300007 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19530178 [patent_doc_number] => 20240354080 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-10-24 [patent_title] => METHOD FOR COMPILING A PROGRAM FOR QUANTUM COMPUTER [patent_app_type] => utility [patent_app_number] => 18/134137 [patent_app_country] => US [patent_app_date] => 2023-04-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5633 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [patent_words_short_claim] => 626 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18134137 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18711666 [patent_doc_number] => 20230334295 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-10-19 [patent_title] => UNSUPERVISED PATTERN DISCOVERY USING DYNAMIC GRAPH EMBEDDINGS [patent_app_type] => utility [patent_app_number] => 18/133755 [patent_app_country] => US [patent_app_date] => 2023-04-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7903 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 102 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18133755 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18599344 [patent_doc_number] => 20230274144 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-31 [patent_title] => MODEL TRAINING METHOD AND RELATED DEVICE [patent_app_type] => utility [patent_app_number] => 18/192211 [patent_app_country] => US [patent_app_date] => 2023-03-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 16983 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 117 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18192211 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 20666875 [patent_doc_number] => 12608651 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-04-21 [patent_title] => Method and system for generating an alimentary element prediction machine-learning model [patent_app_type] => utility [patent_app_number] => 18/113922 [patent_app_country] => US [patent_app_date] => 2023-02-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 8028 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 475 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18113922 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19391834 [patent_doc_number] => 20240281704 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-22 [patent_title] => CLUSTERED ENCODING AND DECODING FROM A LATENT PROBABILITY DISTRIBUTION [patent_app_type] => utility [patent_app_number] => 18/172509 [patent_app_country] => US [patent_app_date] => 2023-02-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11596 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 120 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18172509 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18711573 [patent_doc_number] => 20230334202 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-10-19 [patent_title] => COMPUTER-READABLE RECORDING MEDIUM STORING MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND THERMAL ANALYSIS DEVICE [patent_app_type] => utility [patent_app_number] => 18/109283 [patent_app_country] => US [patent_app_date] => 2023-02-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4832 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 84 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18109283 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18569484 [patent_doc_number] => 20230259821 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-17 [patent_title] => DIAGNOSING AND TROUBLESHOOTING MAINTENANCE REPAIR REQUESTS USING AN ARTIFICIAL INTELLIGENCE-DRIVEN CHATBOT [patent_app_type] => utility [patent_app_number] => 18/105424 [patent_app_country] => US [patent_app_date] => 2023-02-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 22344 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 123 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18105424 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18487372 [patent_doc_number] => 20230214718 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-07-06 [patent_title] => METHOD FOR GENERATING TASK MODEL BASED ON META-LEARNING, METHOD FOR GENERATING TEXT EMBEDDINGS FOR FEW-SHOT TEXT DATA, AND APPARATUS IMPLEMENTING THE SAME METHOD [patent_app_type] => utility [patent_app_number] => 18/091862 [patent_app_country] => US [patent_app_date] => 2022-12-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5650 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 82 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18091862 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18359416 [patent_doc_number] => 20230141007 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-11 [patent_title] => MACHINE LEARNING-BASED METHODS AND SYSTEMS FOR MODELING USER-SPECIFIC, ACTIVITY SPECIFIC ENGAGEMENT PREDICTING SCORES [patent_app_type] => utility [patent_app_number] => 18/148225 [patent_app_country] => US [patent_app_date] => 2022-12-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 18116 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [patent_words_short_claim] => 413 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18148225 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19284371 [patent_doc_number] => 20240220847 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-07-04 [patent_title] => ADAPTIVE LEARNING NETWORK SYSTEM USING LOCALIZED LEARNING TO MINIMIZE PREDICTION ERROR [patent_app_type] => utility [patent_app_number] => 18/088834 [patent_app_country] => US [patent_app_date] => 2022-12-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15786 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -23 [patent_words_short_claim] => 228 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18088834 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18471835 [patent_doc_number] => 20230206121 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-29 [patent_title] => MODAL INFORMATION COMPLETION METHOD, APPARATUS, AND DEVICE [patent_app_type] => utility [patent_app_number] => 18/069822 [patent_app_country] => US [patent_app_date] => 2022-12-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11355 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 98 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18069822 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18454924 [patent_doc_number] => 20230196205 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-22 [patent_title] => DISTRIBUTED ARTIFICIAL INTELLIGENCE SYSTEM USING TRANSMISSION OF COMPRESSED GRADIENTS AND MODEL PARAMETER, AND LEARNING APPARATUS AND METHOD THEREFOR [patent_app_type] => utility [patent_app_number] => 18/085140 [patent_app_country] => US [patent_app_date] => 2022-12-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11541 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 96 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18085140 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19220414 [patent_doc_number] => 20240185118 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-06-06 [patent_title] => STOCHASTIC LAYER-WISE AVERAGING AGGREGATION FOR FEDERATED LEARNING [patent_app_type] => utility [patent_app_number] => 18/062158 [patent_app_country] => US [patent_app_date] => 2022-12-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5393 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 91 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18062158 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18422657 [patent_doc_number] => 20230177121 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-08 [patent_title] => SYSTEM AND/OR METHOD FOR PERSONALIZED DRIVER CLASSIFICATIONS [patent_app_type] => utility [patent_app_number] => 18/073959 [patent_app_country] => US [patent_app_date] => 2022-12-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8488 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 101 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18073959 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 20027588 [patent_doc_number] => 20250165810 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-05-22 [patent_title] => METHOD AND SYSTEM OF CREATING BALANCED DATASET [patent_app_type] => utility [patent_app_number] => 18/116859 [patent_app_country] => US [patent_app_date] => 2022-12-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 0 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 120 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18116859 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 19015392 [patent_doc_number] => 11922327 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2024-03-05 [patent_title] => Automated knowledge base [patent_app_type] => utility [patent_app_number] => 18/058937 [patent_app_country] => US [patent_app_date] => 2022-11-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 10 [patent_figures_cnt] => 10 [patent_no_of_words] => 4805 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 223 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18058937 [rel_patent_id] =>[rel_patent_doc_number] =>)

Array ( [id] => 18422930 [patent_doc_number] => 20230177394 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-08 [patent_title] => METHOD OF GENERATING TRAINING DATA OF MANIPULATOR ROBOT AND APPARATUS PERFORMING THE SAME [patent_app_type] => utility [patent_app_number] => 17/989810 [patent_app_country] => US [patent_app_date] => 2022-11-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4759 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 98 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17989810 [rel_patent_id] =>[rel_patent_doc_number] =>)