Search

Li Wu Chang

Examiner (ID: 9239, Phone: (571)270-3809 , Office: P/2124 )

Most Active Art Unit
2124
Art Unit(s)
2129, 2124, 2142
Total Applications
892
Issued Applications
743
Pending Applications
55
Abandoned Applications
120

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 15701009 [patent_doc_number] => 10606680 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2020-03-31 [patent_title] => Personalizing error messages based on user behavior [patent_app_type] => utility [patent_app_number] => 15/218216 [patent_app_country] => US [patent_app_date] => 2016-07-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 9 [patent_no_of_words] => 7797 [patent_no_of_claims] => 16 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 323 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15218216 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/218216
Personalizing error messages based on user behavior Jul 24, 2016 Issued
Array ( [id] => 12033134 [patent_doc_number] => 20170323233 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2017-11-09 [patent_title] => 'TASKING SYSTEM' [patent_app_type] => utility [patent_app_number] => 15/219035 [patent_app_country] => US [patent_app_date] => 2016-07-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 12 [patent_no_of_words] => 15852 [patent_no_of_claims] => 25 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 0 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15219035 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/219035
Automated tasking and accuracy assessment systems and methods for assigning and assessing individuals and tasks Jul 24, 2016 Issued
Array ( [id] => 13611955 [patent_doc_number] => 20180357527 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2018-12-13 [patent_title] => DATA-PROCESSING DEVICE WITH REPRESENTATION OF VALUES BY TIME INTERVALS BETWEEN EVENTS [patent_app_type] => utility [patent_app_number] => 15/743642 [patent_app_country] => US [patent_app_date] => 2016-07-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 21100 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -29 [patent_words_short_claim] => 133 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15743642 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/743642
DATA-PROCESSING DEVICE WITH REPRESENTATION OF VALUES BY TIME INTERVALS BETWEEN EVENTS Jul 5, 2016 Abandoned
Array ( [id] => 13680763 [patent_doc_number] => 20160379118 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2016-12-29 [patent_title] => Decision Making Support Device and Decision Making Support Method [patent_app_type] => utility [patent_app_number] => 15/190196 [patent_app_country] => US [patent_app_date] => 2016-06-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9261 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -8 [patent_words_short_claim] => 166 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15190196 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/190196
Decision making support device and decision making support method Jun 22, 2016 Issued
Array ( [id] => 16593071 [patent_doc_number] => 10902341 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2021-01-26 [patent_title] => Machine learning based list recommendations [patent_app_type] => utility [patent_app_number] => 15/190058 [patent_app_country] => US [patent_app_date] => 2016-06-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 7 [patent_no_of_words] => 7830 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 212 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15190058 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/190058
Machine learning based list recommendations Jun 21, 2016 Issued
Array ( [id] => 13707741 [patent_doc_number] => 20170364825 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2017-12-21 [patent_title] => ADAPTIVE AUGMENTED DECISION ENGINE [patent_app_type] => utility [patent_app_number] => 15/188779 [patent_app_country] => US [patent_app_date] => 2016-06-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7343 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 15188779 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/188779
Adaptive augmented decision engine Jun 20, 2016 Issued
Array ( [id] => 11095594 [patent_doc_number] => 20160292564 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2016-10-06 [patent_title] => 'Cross-Channel Content Translation Engine' [patent_app_type] => utility [patent_app_number] => 15/185222 [patent_app_country] => US [patent_app_date] => 2016-06-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 4265 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 0 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15185222 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/185222
Cross-Channel Content Translation Engine Jun 16, 2016 Abandoned
Array ( [id] => 14826435 [patent_doc_number] => 10410228 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2019-09-10 [patent_title] => System for automatic responses to predicted tail event outcomes [patent_app_type] => utility [patent_app_number] => 15/184728 [patent_app_country] => US [patent_app_date] => 2016-06-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 9 [patent_no_of_words] => 12891 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 578 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15184728 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/184728
System for automatic responses to predicted tail event outcomes Jun 15, 2016 Issued
Array ( [id] => 11557084 [patent_doc_number] => 20170103330 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2017-04-13 [patent_title] => 'OPERATIONS MATURITY MODEL' [patent_app_type] => utility [patent_app_number] => 15/181119 [patent_app_country] => US [patent_app_date] => 2016-06-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 13 [patent_figures_cnt] => 13 [patent_no_of_words] => 15206 [patent_no_of_claims] => 24 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 0 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15181119 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/181119
System for managing operation of an organization based on event modeling Jun 12, 2016 Issued
Array ( [id] => 15983203 [patent_doc_number] => 10671935 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2020-06-02 [patent_title] => Event based behavior prediction, classification, and service adjustment [patent_app_type] => utility [patent_app_number] => 15/174883 [patent_app_country] => US [patent_app_date] => 2016-06-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 9 [patent_no_of_words] => 12783 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 318 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15174883 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/174883
Event based behavior prediction, classification, and service adjustment Jun 5, 2016 Issued
Array ( [id] => 11327495 [patent_doc_number] => 20160358106 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2016-12-08 [patent_title] => 'ELECTRICAL TRANSFORMER FAILURE PREDICTION' [patent_app_type] => utility [patent_app_number] => 15/173927 [patent_app_country] => US [patent_app_date] => 2016-06-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 21 [patent_figures_cnt] => 21 [patent_no_of_words] => 17931 [patent_no_of_claims] => 30 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 0 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15173927 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/173927
Electrical transformer failure prediction Jun 5, 2016 Issued
Array ( [id] => 14826217 [patent_doc_number] => 10410119 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2019-09-10 [patent_title] => Augmented recurrent neural network with external memory [patent_app_type] => utility [patent_app_number] => 15/172068 [patent_app_country] => US [patent_app_date] => 2016-06-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 6590 [patent_no_of_claims] => 23 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 395 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15172068 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/172068
Augmented recurrent neural network with external memory Jun 1, 2016 Issued
Array ( [id] => 12987535 [patent_doc_number] => 20170344885 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2017-11-30 [patent_title] => Timing Sequence for Digital STDP Synapse and LIF Neuron-based Neuromorphic System [patent_app_type] => utility [patent_app_number] => 15/168959 [patent_app_country] => US [patent_app_date] => 2016-05-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11657 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 15168959 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/168959
Timing sequence for digital STDP synapse and LIF neuron-based neuromorphic system May 30, 2016 Issued
Array ( [id] => 11824196 [patent_doc_number] => 20170213133 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2017-07-27 [patent_title] => 'UNSUPERVISED, SUPERVISED AND REINFORCED LEARNING VIA SPIKING COMPUTATION' [patent_app_type] => utility [patent_app_number] => 15/162361 [patent_app_country] => US [patent_app_date] => 2016-05-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 30 [patent_figures_cnt] => 30 [patent_no_of_words] => 11458 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 0 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15162361 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/162361
Unsupervised, supervised and reinforced learning via spiking computation May 22, 2016 Issued
Array ( [id] => 16910765 [patent_doc_number] => 11042809 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2021-06-22 [patent_title] => Customized predictive analytical model training [patent_app_type] => utility [patent_app_number] => 15/155343 [patent_app_country] => US [patent_app_date] => 2016-05-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 9294 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 235 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15155343 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/155343
Customized predictive analytical model training May 15, 2016 Issued
Array ( [id] => 12053743 [patent_doc_number] => 20170330087 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2017-11-16 [patent_title] => 'Automated Distractor Generation by Identifying Relationships Between Reference Keywords and Concepts' [patent_app_type] => utility [patent_app_number] => 15/152130 [patent_app_country] => US [patent_app_date] => 2016-05-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 7028 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 0 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15152130 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/152130
Automated distractor generation by identifying relationships between reference keywords and concepts May 10, 2016 Issued
Array ( [id] => 12026222 [patent_doc_number] => 20170316321 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2017-11-02 [patent_title] => 'PREDICTIVE ROLLUP AND CACHING FOR APPLICATION PERFORMANCE DATA' [patent_app_type] => utility [patent_app_number] => 15/142882 [patent_app_country] => US [patent_app_date] => 2016-04-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 8909 [patent_no_of_claims] => 22 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 0 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15142882 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/142882
Predictive rollup and caching for application performance data Apr 28, 2016 Issued
Array ( [id] => 12026232 [patent_doc_number] => 20170316331 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2017-11-02 [patent_title] => 'CONTEXTUALLY-AWARE SELECTION OF EVENT FORUMS' [patent_app_type] => utility [patent_app_number] => 15/142947 [patent_app_country] => US [patent_app_date] => 2016-04-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 12 [patent_no_of_words] => 16418 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 0 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15142947 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/142947
Contextually-aware selection of event forums Apr 28, 2016 Issued
Array ( [id] => 14555543 [patent_doc_number] => 10346233 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2019-07-09 [patent_title] => Personalizing error messages based on user learning styles [patent_app_type] => utility [patent_app_number] => 15/137708 [patent_app_country] => US [patent_app_date] => 2016-04-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 9 [patent_no_of_words] => 7734 [patent_no_of_claims] => 16 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 1145 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15137708 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/137708
Personalizing error messages based on user learning styles Apr 24, 2016 Issued
Array ( [id] => 11124113 [patent_doc_number] => 20160321087 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2016-11-03 [patent_title] => 'METHODS OF INCREASING PROCESSING SPEED IN A PROCESSING SYSTEM THAT PERFORMS A NONLINEAR OPTIMIZATION ROUTINE' [patent_app_type] => utility [patent_app_number] => 15/136314 [patent_app_country] => US [patent_app_date] => 2016-04-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 10110 [patent_no_of_claims] => 15 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 0 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15136314 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/136314
METHODS OF INCREASING PROCESSING SPEED IN A PROCESSING SYSTEM THAT PERFORMS A NONLINEAR OPTIMIZATION ROUTINE Apr 21, 2016 Abandoned
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