
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 number | Title of the application | Filing Date | Status |
|---|---|---|---|
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 |