
Brandon S. Cole
Examiner (ID: 2126, Phone: (571)270-5075 , Office: P/2842 )
| Most Active Art Unit | 2842 |
| Art Unit(s) | 2842, 2128, 2816, 2122 |
| Total Applications | 1492 |
| Issued Applications | 1184 |
| Pending Applications | 72 |
| Abandoned Applications | 258 |
Applications
| Application number | Title of the application | Filing Date | Status |
|---|---|---|---|
Array
(
[id] => 18111932
[patent_doc_number] => 20230004812
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-01-05
[patent_title] => HIERARCHICAL SUPERVISED TRAINING FOR NEURAL NETWORKS
[patent_app_type] => utility
[patent_app_number] => 17/808949
[patent_app_country] => US
[patent_app_date] => 2022-06-24
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 9945
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -20
[patent_words_short_claim] => 62
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17808949
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/808949 | HIERARCHICAL SUPERVISED TRAINING FOR NEURAL NETWORKS | Jun 23, 2022 | Abandoned |
Array
(
[id] => 18847518
[patent_doc_number] => 20230409922
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-12-21
[patent_title] => OPTIMISING EVOLUTIONARY ALGORITHM STORAGE USAGE
[patent_app_type] => utility
[patent_app_number] => 17/808006
[patent_app_country] => US
[patent_app_date] => 2022-06-21
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 7554
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 76
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17808006
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/808006 | OPTIMISING EVOLUTIONARY ALGORITHM STORAGE USAGE | Jun 20, 2022 | Pending |
Array
(
[id] => 18239860
[patent_doc_number] => 20230072171
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-03-09
[patent_title] => SYSTEM AND METHOD FOR TRAINING AND REFINING MACHINE LEARNING MODELS
[patent_app_type] => utility
[patent_app_number] => 17/837624
[patent_app_country] => US
[patent_app_date] => 2022-06-10
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 9314
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 167
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17837624
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/837624 | System and method for training and refining machine learning models for intent classification | Jun 9, 2022 | Issued |
Array
(
[id] => 18067384
[patent_doc_number] => 20220398472
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-12-15
[patent_title] => METHOD AND SYSTEM FOR EXPLAINING THE RULES OF AN ARTIFICIAL INTELLIGENCE
[patent_app_type] => utility
[patent_app_number] => 17/834990
[patent_app_country] => US
[patent_app_date] => 2022-06-08
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6190
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -16
[patent_words_short_claim] => 29
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17834990
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/834990 | METHOD AND SYSTEM FOR EXPLAINING THE RULES OF AN ARTIFICIAL INTELLIGENCE | Jun 7, 2022 | Pending |
Array
(
[id] => 20580567
[patent_doc_number] => 12572819
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2026-03-10
[patent_title] => Generating artificial intelligence plans of high diversity
[patent_app_type] => utility
[patent_app_number] => 17/805572
[patent_app_country] => US
[patent_app_date] => 2022-06-06
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 7
[patent_figures_cnt] => 7
[patent_no_of_words] => 3916
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 165
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17805572
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/805572 | Generating artificial intelligence plans of high diversity | Jun 5, 2022 | Issued |
Array
(
[id] => 18811293
[patent_doc_number] => 20230385629
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-11-30
[patent_title] => SYSTEM AND METHOD FOR AUGMENTING EXISTING EXPERTS FOR ENHANCED PREDICTIONS
[patent_app_type] => utility
[patent_app_number] => 17/827400
[patent_app_country] => US
[patent_app_date] => 2022-05-27
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 12161
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 127
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17827400
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/827400 | SYSTEM AND METHOD FOR AUGMENTING EXISTING EXPERTS FOR ENHANCED PREDICTIONS | May 26, 2022 | Pending |
Array
(
[id] => 19260110
[patent_doc_number] => 12020170
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-06-25
[patent_title] => Systems and methods for intent discovery and process execution
[patent_app_type] => utility
[patent_app_number] => 17/749435
[patent_app_country] => US
[patent_app_date] => 2022-05-20
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 9
[patent_figures_cnt] => 9
[patent_no_of_words] => 20137
[patent_no_of_claims] => 21
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 329
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17749435
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/749435 | Systems and methods for intent discovery and process execution | May 19, 2022 | Issued |
Array
(
[id] => 20773811
[patent_doc_number] => 12657489
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2026-06-16
[patent_title] => Temporal explanations of machine learning model outcomes
[patent_app_type] => utility
[patent_app_number] => 17/746802
[patent_app_country] => US
[patent_app_date] => 2022-05-17
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 7
[patent_figures_cnt] => 7
[patent_no_of_words] => 2574
[patent_no_of_claims] => 21
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 239
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17746802
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/746802 | Temporal explanations of machine learning model outcomes | May 16, 2022 | Issued |
Array
(
[id] => 18711706
[patent_doc_number] => 20230334335
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-10-19
[patent_title] => SYSTEM AND METHOD FOR SOFTWARE PROGRAM GENERATION USING GENETIC PROGRAMMING
[patent_app_type] => utility
[patent_app_number] => 17/722950
[patent_app_country] => US
[patent_app_date] => 2022-04-18
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6113
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 188
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17722950
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/722950 | SYSTEM AND METHOD FOR SOFTWARE PROGRAM GENERATION USING GENETIC PROGRAMMING | Apr 17, 2022 | Abandoned |
Array
(
[id] => 20507881
[patent_doc_number] => 12542163
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2026-02-03
[patent_title] => Data processing system, operating method thereof, and computing system using the same
[patent_app_type] => utility
[patent_app_number] => 17/720620
[patent_app_country] => US
[patent_app_date] => 2022-04-14
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 9
[patent_figures_cnt] => 9
[patent_no_of_words] => 0
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 4
[patent_words_short_claim] => 138
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17720620
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/720620 | Data processing system, operating method thereof, and computing system using the same | Apr 13, 2022 | Issued |
Array
(
[id] => 17722547
[patent_doc_number] => 20220215269
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-07-07
[patent_title] => Enhancing Evolutionary Optimization in Uncertain Environments By Allocating Evaluations Via Multi-Armed Bandit Algorithms
[patent_app_type] => utility
[patent_app_number] => 17/702632
[patent_app_country] => US
[patent_app_date] => 2022-03-23
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 25217
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -3
[patent_words_short_claim] => 293
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17702632
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/702632 | Enhancing evolutionary optimization in uncertain environments by allocating evaluations via multi-armed bandit algorithms | Mar 22, 2022 | Issued |
Array
(
[id] => 18749853
[patent_doc_number] => 11809164
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2023-11-07
[patent_title] => Integrating machine learning into control systems for industrial facilities
[patent_app_type] => utility
[patent_app_number] => 17/681652
[patent_app_country] => US
[patent_app_date] => 2022-02-25
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 3
[patent_figures_cnt] => 3
[patent_no_of_words] => 8209
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 269
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17681652
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/681652 | Integrating machine learning into control systems for industrial facilities | Feb 24, 2022 | Issued |
Array
(
[id] => 20258214
[patent_doc_number] => 12430569
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-09-30
[patent_title] => Systems and methods for providing media content recommendations
[patent_app_type] => utility
[patent_app_number] => 17/678713
[patent_app_country] => US
[patent_app_date] => 2022-02-23
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 9
[patent_figures_cnt] => 10
[patent_no_of_words] => 4497
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 2
[patent_words_short_claim] => 559
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17678713
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/678713 | Systems and methods for providing media content recommendations | Feb 22, 2022 | Issued |
Array
(
[id] => 18585085
[patent_doc_number] => 20230267349
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-08-24
[patent_title] => SMART TRAINING AND SMART DEPLOYMENT OF MACHINE LEARNING MODELS
[patent_app_type] => utility
[patent_app_number] => 17/652236
[patent_app_country] => US
[patent_app_date] => 2022-02-23
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 22263
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 107
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17652236
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/652236 | Smart training and smart deployment of machine learning models | Feb 22, 2022 | Issued |
Array
(
[id] => 19069927
[patent_doc_number] => 20240104353
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-03-28
[patent_title] => SEQUENCE-TO SEQUENCE NEURAL NETWORK SYSTEMS USING LOOK AHEAD TREE SEARCH
[patent_app_type] => utility
[patent_app_number] => 18/274748
[patent_app_country] => US
[patent_app_date] => 2022-02-08
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 11483
[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] => 18274748
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/274748 | SEQUENCE-TO SEQUENCE NEURAL NETWORK SYSTEMS USING LOOK AHEAD TREE SEARCH | Feb 7, 2022 | Pending |
Array
(
[id] => 18306819
[patent_doc_number] => 20230110719
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-04-13
[patent_title] => SYSTEMS AND METHODS FOR FEW-SHOT PROTEIN FITNESS PREDICTION WITH GENERATIVE MODELS
[patent_app_type] => utility
[patent_app_number] => 17/589623
[patent_app_country] => US
[patent_app_date] => 2022-01-31
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 5921
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 163
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17589623
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/589623 | SYSTEMS AND METHODS FOR FEW-SHOT PROTEIN FITNESS PREDICTION WITH GENERATIVE MODELS | Jan 30, 2022 | Pending |
Array
(
[id] => 17614363
[patent_doc_number] => 20220156643
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-05-19
[patent_title] => Using Machine Learning to Predict Outcomes for Documents
[patent_app_type] => utility
[patent_app_number] => 17/587270
[patent_app_country] => US
[patent_app_date] => 2022-01-28
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 8288
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 252
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17587270
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/587270 | Using Machine Learning to Predict Outcomes for Documents | Jan 27, 2022 | Abandoned |
Array
(
[id] => 18499634
[patent_doc_number] => 20230222397
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-07-13
[patent_title] => METHOD FOR AUTOMATED ENSEMBLE MACHINE LEARNING USING HYPERPARAMETER OPTIMIZATION
[patent_app_type] => utility
[patent_app_number] => 17/647375
[patent_app_country] => US
[patent_app_date] => 2022-01-07
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 10013
[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] => 17647375
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/647375 | METHOD FOR AUTOMATED ENSEMBLE MACHINE LEARNING USING HYPERPARAMETER OPTIMIZATION | Jan 6, 2022 | Abandoned |
Array
(
[id] => 20703432
[patent_doc_number] => 12626145
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2026-05-12
[patent_title] => Apparatus and method for recommending collaborative filtering based on learnable-time ordinary differential equation
[patent_app_type] => utility
[patent_app_number] => 17/563726
[patent_app_country] => US
[patent_app_date] => 2021-12-28
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 10
[patent_figures_cnt] => 17
[patent_no_of_words] => 4894
[patent_no_of_claims] => 14
[patent_no_of_ind_claims] => 2
[patent_words_short_claim] => 245
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17563726
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/563726 | Apparatus and method for recommending collaborative filtering based on learnable-time ordinary differential equation | Dec 27, 2021 | Issued |
Array
(
[id] => 19942686
[patent_doc_number] => 12314818
[patent_country] => US
[patent_kind] => B1
[patent_issue_date] => 2025-05-27
[patent_title] => Universal artificial intelligence engine for autonomous computing devices and software applications
[patent_app_type] => utility
[patent_app_number] => 17/545795
[patent_app_country] => US
[patent_app_date] => 2021-12-08
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 64
[patent_figures_cnt] => 70
[patent_no_of_words] => 112074
[patent_no_of_claims] => 21
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 309
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17545795
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/545795 | Universal artificial intelligence engine for autonomous computing devices and software applications | Dec 7, 2021 | Issued |