SG10202104185UA - Systems for predictive data analytics, and related methods and apparatus - Google Patents

Systems for predictive data analytics, and related methods and apparatus

Info

Publication number
SG10202104185UA
SG10202104185UA SG10202104185UA SG10202104185UA SG10202104185UA SG 10202104185U A SG10202104185U A SG 10202104185UA SG 10202104185U A SG10202104185U A SG 10202104185UA SG 10202104185U A SG10202104185U A SG 10202104185UA SG 10202104185U A SG10202104185U A SG 10202104185UA
Authority
SG
Singapore
Prior art keywords
systems
related methods
data analytics
predictive data
predictive
Prior art date
Application number
SG10202104185UA
Inventor
Jeremy Achin
Thomas Degodoy
Xavier Conort
Sergey Yurgenson
Mark L Steadman
Glen Koundry
Peter Prettenhofer
Hon Nian Chua
Original Assignee
Datarobot Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US15/331,797 external-priority patent/US10366346B2/en
Application filed by Datarobot Inc filed Critical Datarobot Inc
Publication of SG10202104185UA publication Critical patent/SG10202104185UA/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/04Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • G06F9/5038Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering the execution order of a plurality of tasks, e.g. taking priority or time dependency constraints into consideration
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46Multiprogramming arrangements
    • G06F9/50Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5005Allocation of resources, e.g. of the central processing unit [CPU] to service a request
    • G06F9/5027Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
    • G06F9/5044Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering hardware capabilities
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0637Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
    • G06Q10/06375Prediction of business process outcome or impact based on a proposed change

Landscapes

  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Human Resources & Organizations (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Quality & Reliability (AREA)
  • Tourism & Hospitality (AREA)
  • Operations Research (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Game Theory and Decision Science (AREA)
  • Development Economics (AREA)
  • General Engineering & Computer Science (AREA)
  • Educational Administration (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)
SG10202104185UA 2016-10-21 2017-10-21 Systems for predictive data analytics, and related methods and apparatus SG10202104185UA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201662411526P 2016-10-21 2016-10-21
US15/331,797 US10366346B2 (en) 2014-05-23 2016-10-21 Systems and techniques for determining the predictive value of a feature

Publications (1)

Publication Number Publication Date
SG10202104185UA true SG10202104185UA (en) 2021-06-29

Family

ID=60421839

Family Applications (1)

Application Number Title Priority Date Filing Date
SG10202104185UA SG10202104185UA (en) 2016-10-21 2017-10-21 Systems for predictive data analytics, and related methods and apparatus

Country Status (7)

Country Link
EP (1) EP3529755A1 (en)
JP (2) JP7107926B2 (en)
KR (1) KR102448694B1 (en)
AU (1) AU2017345796A1 (en)
GB (2) GB2571651B (en)
SG (1) SG10202104185UA (en)
WO (1) WO2018075995A1 (en)

Families Citing this family (55)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3482261B1 (en) 2016-07-07 2021-05-05 Aspen Technology Inc. Computer system and method for the dynamic construction and online deployment of an operation-centric first-principles process model for predictive analytics
US10425353B1 (en) 2017-01-27 2019-09-24 Triangle Ip, Inc. Machine learning temporal allocator
CN115314165A (en) 2017-04-03 2022-11-08 瑞典爱立信有限公司 HARQ processing for nodes with variable processing time
WO2019182590A1 (en) * 2018-03-21 2019-09-26 Visa International Service Association Automated machine learning systems and methods
US11157837B2 (en) 2018-08-02 2021-10-26 Sas Institute Inc. Advanced detection of rare events and corresponding interactive graphical user interface
US11816686B2 (en) * 2018-10-02 2023-11-14 Mercari, Inc. Determining sellability score and cancellability score
US11068942B2 (en) * 2018-10-19 2021-07-20 Cerebri AI Inc. Customer journey management engine
US20200161002A1 (en) * 2018-11-21 2020-05-21 International Business Machines Corporation Predicting an occurrence of a symptom in a patient
US20200184366A1 (en) * 2018-12-06 2020-06-11 Fujitsu Limited Scheduling task graph operations
US11568286B2 (en) * 2019-01-31 2023-01-31 Fair Isaac Corporation Providing insights about a dynamic machine learning model
US11429873B2 (en) * 2019-03-15 2022-08-30 International Business Machines Corporation System for automatic deduction and use of prediction model structure for a sequential process dataset
WO2020227383A1 (en) 2019-05-09 2020-11-12 Aspen Technology, Inc. Combining machine learning with domain knowledge and first principles for modeling in the process industries
US20200387818A1 (en) * 2019-06-07 2020-12-10 Aspen Technology, Inc. Asset Optimization Using Integrated Modeling, Optimization, and Artificial Intelligence
CN110310048B (en) * 2019-07-10 2023-07-04 云南电网有限责任公司电力科学研究院 Distribution network planning overall process evaluation method and device
US11782401B2 (en) 2019-08-02 2023-10-10 Aspentech Corporation Apparatus and methods to build deep learning controller using non-invasive closed loop exploration
CN110443420B (en) * 2019-08-05 2023-05-09 山东农业大学 Crop yield prediction method based on machine learning
US11068758B1 (en) * 2019-08-14 2021-07-20 Compellon Incorporated Polarity semantics engine analytics platform
US11568187B2 (en) 2019-08-16 2023-01-31 Fair Isaac Corporation Managing missing values in datasets for machine learning models
KR102634916B1 (en) 2019-08-29 2024-02-06 주식회사 엘지에너지솔루션 Determining method and device of temperature estimation model, and battery management system which the temperature estimation model is applied to
WO2021054905A1 (en) * 2019-09-19 2021-03-25 Bi̇lkav Eği̇ti̇m Danişmanlik Anoni̇m Şi̇rketi̇ A machine learning based prediction system and method
JP6966655B2 (en) * 2019-09-30 2021-11-17 株式会社日立情報通信エンジニアリング State prediction system
WO2021075954A1 (en) * 2019-10-14 2021-04-22 Malayan Banking Berhad Due-diligence for risk mitigation
WO2021076760A1 (en) 2019-10-18 2021-04-22 Aspen Technology, Inc. System and methods for automated model development from plant historical data for advanced process control
KR102152957B1 (en) * 2019-10-18 2020-09-07 (의료)길의료재단 The discrimination of panic disorder from other anxiety disorders based on heart rate variability and the apparatus thereof
KR102204958B1 (en) * 2019-10-28 2021-01-20 삼성에스디에스 주식회사 Processing method for result of medical examination
US11568367B2 (en) * 2019-11-07 2023-01-31 Zebel Group, Inc. Automated parameterized modeling and scoring intelligence system
CN112783890B (en) * 2019-11-08 2024-05-07 珠海金山办公软件有限公司 Method and device for generating data pivot table row
KR102153834B1 (en) * 2019-11-25 2020-09-09 티아이테크놀로지 주식회사 Method and quantifying a data based on final value and estimate
CN111008705B (en) * 2019-12-06 2024-02-13 东软集团股份有限公司 Searching method, device and equipment
KR102235588B1 (en) * 2019-12-09 2021-04-02 한국로봇융합연구원 Apparatus and method of the inference classification performance evaluation for each layer of artificial intelligence model composed of multiple layers
KR102328640B1 (en) * 2019-12-17 2021-11-18 충북대학교 산학협력단 Apparatus and method for processing education longitudinal study data
CN113052582B (en) * 2019-12-27 2024-03-22 中移动信息技术有限公司 Method, device, equipment and computer storage medium for checking bill
US20210217514A1 (en) * 2020-01-13 2021-07-15 Skygen USA, LLC Systems, methods, and media for generating peer group driven operational recommendations
CN113535829B (en) * 2020-04-17 2022-04-29 阿里巴巴集团控股有限公司 Training method and device of ranking model, electronic equipment and storage medium
US11231967B2 (en) * 2020-04-20 2022-01-25 Stratum, Llc Dynamically allocating and managing cloud workers
KR102352036B1 (en) * 2020-04-28 2022-01-18 이진행 Device and method for variable selection using stochastic gradient descent
JP6963062B1 (en) * 2020-06-22 2021-11-05 株式会社Yamato Information processing device and information processing method
KR102386782B1 (en) * 2020-08-24 2022-04-14 강원대학교산학협력단 Arc Signal Detection Method Using Logistic Regression
US11494285B1 (en) * 2020-09-30 2022-11-08 Amazon Technologies, Inc. Static code analysis tool and configuration selection via codebase analysis
CN114372569A (en) * 2020-10-14 2022-04-19 新智数字科技有限公司 Data measurement method, data measurement device, electronic equipment and computer readable medium
CN112395336B (en) * 2020-11-27 2024-03-19 北京卫星环境工程研究所 Long-time sequence data management and visualization method
CN112699113B (en) * 2021-01-12 2022-08-05 上海交通大学 Industrial manufacturing process operation monitoring system driven by time sequence data stream
CN112765891B (en) * 2021-01-27 2023-11-10 辽宁工程技术大学 Prediction method for maximum value of disaster-causing factors of mine fire disaster
KR102560263B1 (en) * 2021-02-03 2023-07-28 주식회사 크로커스 Power prediction device with mode decomposition and neural network
US11630446B2 (en) 2021-02-16 2023-04-18 Aspentech Corporation Reluctant first principles models
KR102290494B1 (en) * 2021-03-10 2021-08-17 주식회사 코루제약 Method of preparing filler composition containing hyaluronic acid to exhibit effect suitable for maintaining volume and elasticity of skin
CN113076339A (en) * 2021-03-18 2021-07-06 北京沃东天骏信息技术有限公司 Data caching method, device, equipment and storage medium
US20230064692A1 (en) * 2021-08-20 2023-03-02 Mediatek Inc. Network Space Search for Pareto-Efficient Spaces
KR102414821B1 (en) * 2021-11-02 2022-06-30 주식회사 에이젠글로벌 Method for generating artificial intelligence model for financial service and apparatus for performing the method
KR102413588B1 (en) * 2021-11-15 2022-06-27 주식회사 테스트웍스 Object recognition model recommendation method, system and computer program according to training data
KR102635894B1 (en) * 2021-12-29 2024-02-08 한국남동발전 주식회사 Smart power generation fuel price prediction system and method thereof
CN114677022B (en) * 2022-03-31 2023-09-15 南通电力设计院有限公司 Multi-element fusion energy distributed management method and system
GB2622606A (en) * 2022-09-22 2024-03-27 Nokia Technologies Oy Capability reporting for multi-model artificial intelligence/machine learning user equipment features
KR102481814B1 (en) * 2022-09-23 2022-12-28 전남대학교산학협력단 Statistical learning framework for prediction with small sample size and imbalanced clinical dataset
CN116582702B (en) * 2023-07-11 2023-09-15 成都工业职业技术学院 Network video play amount prediction method, system and medium based on big data

Family Cites Families (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3214876B2 (en) * 1991-09-19 2001-10-02 株式会社日立製作所 Neural network configuration method and neural network construction support system
US7448037B2 (en) * 2004-01-13 2008-11-04 International Business Machines Corporation Method and data processing system having dynamic profile-directed feedback at runtime
US20050192937A1 (en) * 2004-02-26 2005-09-01 International Business Machines Corporation Dynamic query optimization
WO2007033203A2 (en) * 2005-09-13 2007-03-22 Freescale Semiconductor Inc. Multi-threaded processor architecture
CN100547553C (en) * 2007-12-07 2009-10-07 华中科技大学 Simulating scenes automatic deployment method based on emulation graticule
US8656404B2 (en) * 2008-10-16 2014-02-18 Palo Alto Research Center Incorporated Statistical packing of resource requirements in data centers
US8498887B2 (en) 2008-11-24 2013-07-30 International Business Machines Corporation Estimating project size
JP5382436B2 (en) 2009-08-03 2014-01-08 ソニー株式会社 Data processing apparatus, data processing method, and program
US9037717B2 (en) * 2009-09-21 2015-05-19 International Business Machines Corporation Virtual machine demand estimation
US8443376B2 (en) * 2010-06-01 2013-05-14 Microsoft Corporation Hypervisor scheduler
US20120151479A1 (en) * 2010-12-10 2012-06-14 Salesforce.Com, Inc. Horizontal splitting of tasks within a homogenous pool of virtual machines
JP5421949B2 (en) 2011-03-23 2014-02-19 株式会社デンソーアイティーラボラトリ Traffic volume prediction device, traffic volume prediction method and program
US8370280B1 (en) * 2011-07-14 2013-02-05 Google Inc. Combining predictive models in predictive analytical modeling
TWI451336B (en) * 2011-12-20 2014-09-01 Univ Nat Cheng Kung Method for screening samples for building prediction model and computer program product thereof
KR101369261B1 (en) * 2012-02-10 2014-03-06 서울대학교산학협력단 Method for providing real-time route inference of users using smart terminal and system there of
US8943252B2 (en) * 2012-08-16 2015-01-27 Microsoft Corporation Latency sensitive software interrupt and thread scheduling
CN104281492A (en) * 2013-07-08 2015-01-14 无锡南理工科技发展有限公司 Fair Hadoop task scheduling method in heterogeneous environment
DE112015002433T5 (en) 2014-05-23 2017-03-23 Datarobot Systems and techniques for predicative data analysis
US9697469B2 (en) * 2014-08-13 2017-07-04 Andrew McMahon Method and system for generating and aggregating models based on disparate data from insurance, financial services, and public industries

Also Published As

Publication number Publication date
WO2018075995A1 (en) 2018-04-26
KR102448694B1 (en) 2022-09-28
JP2021012734A (en) 2021-02-04
GB2606674B (en) 2023-06-28
GB2571651A (en) 2019-09-04
GB202211852D0 (en) 2022-09-28
GB2571651B (en) 2022-09-21
GB2606674A (en) 2022-11-16
AU2017345796A1 (en) 2019-05-23
KR20190108559A (en) 2019-09-24
GB201907147D0 (en) 2019-07-03
JP2019537125A (en) 2019-12-19
JP7107926B2 (en) 2022-07-27
EP3529755A1 (en) 2019-08-28

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