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] => 15920381 [patent_doc_number] => 10657434 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2020-05-19 [patent_title] => Anomaly score adjustment across anomaly generators [patent_app_type] => utility [patent_app_number] => 15/091209 [patent_app_country] => US [patent_app_date] => 2016-04-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 10 [patent_no_of_words] => 7977 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 131 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15091209 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/091209
Anomaly score adjustment across anomaly generators Apr 4, 2016 Issued
Array ( [id] => 11020416 [patent_doc_number] => 20160217370 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2016-07-28 [patent_title] => 'APPARATUS AND METHODS FOR DEVELOPING PARALLEL NETWORKS USING A GENERAL PURPOSE PROGRAMMING LANGUAGE' [patent_app_type] => utility [patent_app_number] => 15/090487 [patent_app_country] => US [patent_app_date] => 2016-04-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 13 [patent_figures_cnt] => 13 [patent_no_of_words] => 16774 [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] => 15090487 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/090487
Apparatus and methods for developing parallel networks using a general purpose programming language Apr 3, 2016 Issued
Array ( [id] => 15546043 [patent_doc_number] => 10572807 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2020-02-25 [patent_title] => Method and device for three-weight message-passing optimization scheme using splines [patent_app_type] => utility [patent_app_number] => 15/087940 [patent_app_country] => US [patent_app_date] => 2016-03-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 27 [patent_no_of_words] => 23612 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 337 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15087940 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/087940
Method and device for three-weight message-passing optimization scheme using splines Mar 30, 2016 Issued
Array ( [id] => 11013609 [patent_doc_number] => 20160210562 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2016-07-21 [patent_title] => 'METHOD AND SYSTEM FOR BUILDING A HUMAN FALL DETECTION MODEL' [patent_app_type] => utility [patent_app_number] => 15/084512 [patent_app_country] => US [patent_app_date] => 2016-03-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 12 [patent_no_of_words] => 7105 [patent_no_of_claims] => 8 [patent_no_of_ind_claims] => 2 [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] => 15084512 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/084512
Method and system for building a human fall detection model Mar 29, 2016 Issued
Array ( [id] => 16880385 [patent_doc_number] => 11030536 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-06-08 [patent_title] => Method and apparatus for operating an automation system and accounting for concept drift [patent_app_type] => utility [patent_app_number] => 15/565795 [patent_app_country] => US [patent_app_date] => 2016-03-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 5 [patent_no_of_words] => 3907 [patent_no_of_claims] => 13 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 183 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15565795 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/565795
Method and apparatus for operating an automation system and accounting for concept drift Mar 23, 2016 Issued
Array ( [id] => 11078434 [patent_doc_number] => 20160275398 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2016-09-22 [patent_title] => 'CARDINALITY ESTIMATION USING ARTIFICIAL NEURAL NETWORKS' [patent_app_type] => utility [patent_app_number] => 15/078302 [patent_app_country] => US [patent_app_date] => 2016-03-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 8837 [patent_no_of_claims] => 8 [patent_no_of_ind_claims] => 1 [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] => 15078302 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/078302
Cardinality estimation using artificial neural networks Mar 22, 2016 Issued
Array ( [id] => 16263311 [patent_doc_number] => 10754744 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2020-08-25 [patent_title] => Method of estimating program speed-up in highly parallel architectures using static analysis [patent_app_type] => utility [patent_app_number] => 15/070466 [patent_app_country] => US [patent_app_date] => 2016-03-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 3 [patent_figures_cnt] => 5 [patent_no_of_words] => 7188 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 6 [patent_words_short_claim] => 299 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15070466 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/070466
Method of estimating program speed-up in highly parallel architectures using static analysis Mar 14, 2016 Issued
Array ( [id] => 16637312 [patent_doc_number] => 10915823 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-02-09 [patent_title] => System for automatic classification and routing [patent_app_type] => utility [patent_app_number] => 15/060347 [patent_app_country] => US [patent_app_date] => 2016-03-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 8953 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 317 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15060347 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/060347
System for automatic classification and routing Mar 2, 2016 Issued
Array ( [id] => 13158491 [patent_doc_number] => 10095976 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2018-10-09 [patent_title] => Neural network device with engineered delays for pattern storage and matching [patent_app_type] => utility [patent_app_number] => 15/057102 [patent_app_country] => US [patent_app_date] => 2016-02-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 11 [patent_figures_cnt] => 11 [patent_no_of_words] => 6712 [patent_no_of_claims] => 4 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 267 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15057102 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/057102
Neural network device with engineered delays for pattern storage and matching Feb 28, 2016 Issued
Array ( [id] => 16307916 [patent_doc_number] => 10776712 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2020-09-15 [patent_title] => Generative machine learning systems for drug design [patent_app_type] => utility [patent_app_number] => 15/015044 [patent_app_country] => US [patent_app_date] => 2016-02-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 20 [patent_figures_cnt] => 21 [patent_no_of_words] => 21973 [patent_no_of_claims] => 23 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 151 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15015044 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/015044
Generative machine learning systems for drug design Feb 2, 2016 Issued
Array ( [id] => 14643169 [patent_doc_number] => 10366331 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2019-07-30 [patent_title] => Interactive method to reduce the amount of tradeoff information required from decision makers in multi-attribute decision making under uncertainty [patent_app_type] => utility [patent_app_number] => 15/008034 [patent_app_country] => US [patent_app_date] => 2016-01-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 5356 [patent_no_of_claims] => 15 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 699 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 15008034 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/008034
Interactive method to reduce the amount of tradeoff information required from decision makers in multi-attribute decision making under uncertainty Jan 26, 2016 Issued
Array ( [id] => 11824209 [patent_doc_number] => 20170213146 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2017-07-27 [patent_title] => 'DYNAMIC TEMPLATES FOR INCREMENTAL ADDITION OF SPECIALIZED CONTENT INTO A COGNITIVE QUESTION ANSWER SYSTEM' [patent_app_type] => utility [patent_app_number] => 15/005541 [patent_app_country] => US [patent_app_date] => 2016-01-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 4955 [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] => 15005541 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/005541
Dynamic templates for incremental addition of specialized content into a cognitive question answer system Jan 24, 2016 Issued
Array ( [id] => 11759584 [patent_doc_number] => 20170206453 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2017-07-20 [patent_title] => 'SYSTEM AND METHOD OF INFERRING SYNONYMS USING ENSEMBLE LEARNING TECHNIQUES' [patent_app_type] => utility [patent_app_number] => 15/000582 [patent_app_country] => US [patent_app_date] => 2016-01-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 4665 [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] => 15000582 [rel_patent_id] =>[rel_patent_doc_number] =>)
15/000582
System and method of inferring synonyms using ensemble learning techniques Jan 18, 2016 Issued
Array ( [id] => 10771439 [patent_doc_number] => 20160117595 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2016-04-28 [patent_title] => 'INFORMATION RECOMMENDATION METHOD AND APPARATUS IN SOCIAL MEDIA' [patent_app_type] => utility [patent_app_number] => 14/991651 [patent_app_country] => US [patent_app_date] => 2016-01-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 5746 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 2 [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] => 14991651 [rel_patent_id] =>[rel_patent_doc_number] =>)
14/991651
Method and apparatus for recommending social media information Jan 7, 2016 Issued
Array ( [id] => 10999548 [patent_doc_number] => 20160196495 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2016-07-07 [patent_title] => 'Mental Modeling Method And System' [patent_app_type] => utility [patent_app_number] => 14/989251 [patent_app_country] => US [patent_app_date] => 2016-01-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 13 [patent_figures_cnt] => 13 [patent_no_of_words] => 9982 [patent_no_of_claims] => 19 [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] => 14989251 [rel_patent_id] =>[rel_patent_doc_number] =>)
14/989251
Mental modeling method and system Jan 5, 2016 Issued
Array ( [id] => 14490439 [patent_doc_number] => 10332013 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2019-06-25 [patent_title] => System and method for recommending applications based on historical usage [patent_app_type] => utility [patent_app_number] => 14/977991 [patent_app_country] => US [patent_app_date] => 2015-12-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 10 [patent_no_of_words] => 11046 [patent_no_of_claims] => 10 [patent_no_of_ind_claims] => 3 [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] => 14977991 [rel_patent_id] =>[rel_patent_doc_number] =>)
14/977991
System and method for recommending applications based on historical usage Dec 21, 2015 Issued
Array ( [id] => 10754081 [patent_doc_number] => 20160100233 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2016-04-07 [patent_title] => 'OCCUPANCY PATTERN DETECTION, ESTIMATION AND PREDICTION' [patent_app_type] => utility [patent_app_number] => 14/971799 [patent_app_country] => US [patent_app_date] => 2015-12-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 6 [patent_figures_cnt] => 6 [patent_no_of_words] => 6845 [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] => 14971799 [rel_patent_id] =>[rel_patent_doc_number] =>)
14/971799
Occupancy pattern detection, estimation and prediction Dec 15, 2015 Issued
Array ( [id] => 11801772 [patent_doc_number] => 09542655 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2017-01-10 [patent_title] => 'Generating streaming analytics applications using a glossary' [patent_app_type] => utility [patent_app_number] => 14/963597 [patent_app_country] => US [patent_app_date] => 2015-12-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 11 [patent_figures_cnt] => 11 [patent_no_of_words] => 12975 [patent_no_of_claims] => 16 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 142 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 14963597 [rel_patent_id] =>[rel_patent_doc_number] =>)
14/963597
Generating streaming analytics applications using a glossary Dec 8, 2015 Issued
Array ( [id] => 11397342 [patent_doc_number] => 20170017878 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2017-01-19 [patent_title] => 'UNSUPERVISED, SUPERVISED AND REINFORCED LEARNING VIA SPIKING COMPUTATION' [patent_app_type] => utility [patent_app_number] => 14/945316 [patent_app_country] => US [patent_app_date] => 2015-11-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 30 [patent_figures_cnt] => 30 [patent_no_of_words] => 11457 [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] => 14945316 [rel_patent_id] =>[rel_patent_doc_number] =>)
14/945316
Unsupervised, supervised and reinforced learning via spiking computation Nov 17, 2015 Issued
Array ( [id] => 10724862 [patent_doc_number] => 20160071010 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2016-03-10 [patent_title] => 'Data Category Identification Method and Apparatus Based on Deep Neural Network' [patent_app_type] => utility [patent_app_number] => 14/944294 [patent_app_country] => US [patent_app_date] => 2015-11-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 8374 [patent_no_of_claims] => 14 [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] => 14944294 [rel_patent_id] =>[rel_patent_doc_number] =>)
14/944294
Data category identification method and apparatus based on deep neural network Nov 17, 2015 Issued
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