Search

Michael B. Holmes

Examiner (ID: 8239, Phone: (571)272-3686 , Office: P/2129 )

Most Active Art Unit
2129
Art Unit(s)
2121, 2122, 2125, 2129, 2126
Total Applications
1897
Issued Applications
1654
Pending Applications
93
Abandoned Applications
163

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 16738146 [patent_doc_number] => 10963802 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2021-03-30 [patent_title] => Distributed decision variable tuning system for machine learning [patent_app_type] => utility [patent_app_number] => 17/120340 [patent_app_country] => US [patent_app_date] => 2020-12-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 21 [patent_figures_cnt] => 25 [patent_no_of_words] => 26883 [patent_no_of_claims] => 30 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 372 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17120340 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/120340
Distributed decision variable tuning system for machine learning Dec 13, 2020 Issued
Array ( [id] => 16845231 [patent_doc_number] => 11017321 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2021-05-25 [patent_title] => Machine learning systems for automated event analysis and categorization, equipment status and maintenance action recommendation [patent_app_type] => utility [patent_app_number] => 17/102425 [patent_app_country] => US [patent_app_date] => 2020-11-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 25359 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 200 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17102425 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/102425
Machine learning systems for automated event analysis and categorization, equipment status and maintenance action recommendation Nov 22, 2020 Issued
Array ( [id] => 16630860 [patent_doc_number] => 20210049513 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-02-18 [patent_title] => UNSUPERVISED MODEL EVALUATION METHOD, APPARATUS, SERVER, AND COMPUTER-READABLE STORAGE MEDIUM [patent_app_type] => utility [patent_app_number] => 17/086120 [patent_app_country] => US [patent_app_date] => 2020-10-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5409 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 17086120 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/086120
Unsupervised model evaluation method, apparatus, server, and computer-readable storage medium Oct 29, 2020 Issued
Array ( [id] => 16667712 [patent_doc_number] => 10936961 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2021-03-02 [patent_title] => Automated predictive product recommendations using reinforcement learning [patent_app_type] => utility [patent_app_number] => 16/988507 [patent_app_country] => US [patent_app_date] => 2020-08-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 11 [patent_figures_cnt] => 11 [patent_no_of_words] => 9317 [patent_no_of_claims] => 26 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 316 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16988507 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/988507
Automated predictive product recommendations using reinforcement learning Aug 6, 2020 Issued
Array ( [id] => 16424273 [patent_doc_number] => 20200349471 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-11-05 [patent_title] => ARTIFICIAL INTELLIGENT SYSTEMS AND METHODS FOR USING A STRUCTURALLY SIMPLER LEARNER MODEL TO MIMIC BEHAVIORS OF A STRUCTURALLY MORE COMPLICATED REFERENCE MODEL [patent_app_type] => utility [patent_app_number] => 16/930341 [patent_app_country] => US [patent_app_date] => 2020-07-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14299 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 211 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16930341 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/930341
Artificial intelligent systems and methods for using a structurally simpler learner model to mimic behaviors of a structurally more complicated reference model Jul 15, 2020 Issued
Array ( [id] => 16593064 [patent_doc_number] => 10902333 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-01-26 [patent_title] => Methods and systems for collecting and analyzing data using a cognitive fabric to provide cognitive agility for the analytic tradecraft [patent_app_type] => utility [patent_app_number] => 16/596188 [patent_app_country] => US [patent_app_date] => 2019-10-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 3592 [patent_no_of_claims] => 8 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 85 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16596188 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/596188
Methods and systems for collecting and analyzing data using a cognitive fabric to provide cognitive agility for the analytic tradecraft Oct 7, 2019 Issued
Array ( [id] => 16463237 [patent_doc_number] => 10846588 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2020-11-24 [patent_title] => Scalable and compressive neural network data storage system [patent_app_type] => utility [patent_app_number] => 16/586102 [patent_app_country] => US [patent_app_date] => 2019-09-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 10074 [patent_no_of_claims] => 25 [patent_no_of_ind_claims] => 5 [patent_words_short_claim] => 137 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16586102 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/586102
Scalable and compressive neural network data storage system Sep 26, 2019 Issued
Array ( [id] => 15983111 [patent_doc_number] => 10671889 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2020-06-02 [patent_title] => Committed information rate variational autoencoders [patent_app_type] => utility [patent_app_number] => 16/586014 [patent_app_country] => US [patent_app_date] => 2019-09-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 7 [patent_no_of_words] => 9477 [patent_no_of_claims] => 16 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 178 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16586014 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/586014
Committed information rate variational autoencoders Sep 26, 2019 Issued
Array ( [id] => 16264364 [patent_doc_number] => 10755805 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2020-08-25 [patent_title] => Ancestry painting with local ancestry inference [patent_app_type] => utility [patent_app_number] => 16/446465 [patent_app_country] => US [patent_app_date] => 2019-06-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 32 [patent_figures_cnt] => 37 [patent_no_of_words] => 14519 [patent_no_of_claims] => 28 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 92 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16446465 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/446465
Ancestry painting with local ancestry inference Jun 18, 2019 Issued
Array ( [id] => 14365343 [patent_doc_number] => 10303978 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2019-05-28 [patent_title] => Systems and methods for intelligently curating machine learning training data and improving machine learning model performance [patent_app_type] => utility [patent_app_number] => 16/143773 [patent_app_country] => US [patent_app_date] => 2018-09-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 11887 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 286 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16143773 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/143773
Systems and methods for intelligently curating machine learning training data and improving machine learning model performance Sep 26, 2018 Issued
Array ( [id] => 13839583 [patent_doc_number] => 20190023276 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-01-24 [patent_title] => SYSTEM AND METHOD TO DETERMINE RESPONSIVENESS OF A DRIVER OF A VEHICLE TO FEEDBACK REGARDING DRIVING BEHAVIORS [patent_app_type] => utility [patent_app_number] => 16/138666 [patent_app_country] => US [patent_app_date] => 2018-09-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7702 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 164 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16138666 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/138666
System and method to determine responsiveness of a driver of a vehicle to feedback regarding driving behaviors Sep 20, 2018 Issued
Array ( [id] => 15595597 [patent_doc_number] => 20200074333 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2020-03-05 [patent_title] => METHOD AND SYSTEM FOR DYNAMIC TRUST MODEL FOR PERSONALIZED RECOMMENDATION SYSTEM IN SHARED AND NON-SHARED ECONOMY [patent_app_type] => utility [patent_app_number] => 16/117942 [patent_app_country] => US [patent_app_date] => 2018-08-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13294 [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] => 16117942 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/117942
Method and system for dynamic trust model for personalized recommendation system in shared and non-shared economy Aug 29, 2018 Issued
Array ( [id] => 16865674 [patent_doc_number] => 11024426 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-06-01 [patent_title] => Machine learning system for assessing heart valves and surrounding cardiovascular tracts [patent_app_type] => utility [patent_app_number] => 16/050613 [patent_app_country] => US [patent_app_date] => 2018-07-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 10 [patent_no_of_words] => 6749 [patent_no_of_claims] => 55 [patent_no_of_ind_claims] => 1 [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] => 16050613 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/050613
Machine learning system for assessing heart valves and surrounding cardiovascular tracts Jul 30, 2018 Issued
Array ( [id] => 16865673 [patent_doc_number] => 11024425 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-06-01 [patent_title] => Machine learning system for assessing heart valves and surrounding cardiovascular tracts [patent_app_type] => utility [patent_app_number] => 16/050555 [patent_app_country] => US [patent_app_date] => 2018-07-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 10 [patent_no_of_words] => 6748 [patent_no_of_claims] => 46 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 256 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16050555 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/050555
Machine learning system for assessing heart valves and surrounding cardiovascular tracts Jul 30, 2018 Issued
Array ( [id] => 15546091 [patent_doc_number] => 10572831 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2020-02-25 [patent_title] => Ancestry painting with local ancestry inference [patent_app_type] => utility [patent_app_number] => 16/044364 [patent_app_country] => US [patent_app_date] => 2018-07-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 32 [patent_figures_cnt] => 37 [patent_no_of_words] => 14506 [patent_no_of_claims] => 38 [patent_no_of_ind_claims] => 5 [patent_words_short_claim] => 196 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16044364 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/044364
Ancestry painting with local ancestry inference Jul 23, 2018 Issued
Array ( [id] => 15272679 [patent_doc_number] => 20190385074 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-12-19 [patent_title] => Predicting Activity Consequences Based on Cognitive Modeling [patent_app_type] => utility [patent_app_number] => 16/008890 [patent_app_country] => US [patent_app_date] => 2018-06-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5801 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 191 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16008890 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/008890
Predicting activity consequences based on cognitive modeling Jun 13, 2018 Issued
Array ( [id] => 13783681 [patent_doc_number] => 20190005379 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2019-01-03 [patent_title] => CORTICAL PROCESSING WITH THERMODYNAMIC RAM [patent_app_type] => utility [patent_app_number] => 15/957002 [patent_app_country] => US [patent_app_date] => 2018-04-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4111 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -13 [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] => 15957002 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/957002
CORTICAL PROCESSING WITH THERMODYNAMIC RAM Apr 18, 2018 Abandoned
Array ( [id] => 13348081 [patent_doc_number] => 20180225580 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2018-08-09 [patent_title] => ENHANCED PERSONALIZATION IN MULTI-USER DEVICES [patent_app_type] => utility [patent_app_number] => 15/941813 [patent_app_country] => US [patent_app_date] => 2018-03-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7889 [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] => 15941813 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/941813
Enhanced personalization in multi-user devices Mar 29, 2018 Issued
Array ( [id] => 13351741 [patent_doc_number] => 20180227410 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2018-08-09 [patent_title] => ARTIFICIAL INTELLIGENCE AUDIO APPARATUS AND OPERATION METHOD THEREOF [patent_app_type] => utility [patent_app_number] => 15/937282 [patent_app_country] => US [patent_app_date] => 2018-03-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7445 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [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] => 15937282 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/937282
Artificial intelligence audio apparatus and operation method thereof Mar 26, 2018 Issued
Array ( [id] => 13305207 [patent_doc_number] => 20180204140 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2018-07-19 [patent_title] => MACHINE LEARNING SYSTEM FOR ASSESSING HEART VALVES AND SURROUNDING CARDIOVASCULAR TRACTS [patent_app_type] => utility [patent_app_number] => 15/923032 [patent_app_country] => US [patent_app_date] => 2018-03-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6725 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -11 [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] => 15923032 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/923032
Machine learning system for assessing heart valves and surrounding cardiovascular tracts Mar 15, 2018 Issued
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