SlideShare une entreprise Scribd logo

Hierarchical Learning in Complex System

•Télécharger en tant que PPT, PDF•
•
Jie Bao
Jie Bao
TechnologieFormation
1  sur  5
Hierarchical Learning in Complex System - a Research outlook Jie BAO , PhD Student Artificial Intelligence Lab Department of Computer Science Iowa State University [email_address] http://www.cs.iastate.edu/~baojie
Hierarchy is common in Biological Intelligent System From Human Physiology Chapter 8 CNS , School of Medicine and Health Sciences, University of North Dakota, http://www.cs.iastate.edu/~baojie/acad/current/cas/cas.htm Macrostructure of the brain Microstructure of brain - Hypercolumns in Visual Cortex
Outline for Hierarchical Learning ,[object Object],[object Object],[object Object],[object Object],Why hierarchy? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],General Hierarchy Formation A general induction for Hierarchy in InfoSys @ http://www.public.iastate.edu/~baojie/pub/2002-03-06_hierarchical.ppt , See some philosophy background @ http://www.cs.iastate.edu/~baojie/essay/ph/ph.htm
Hierarchical Algorithms ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],http://www.cs.iastate.edu/~baojie/acad/current/bega/bega/2001-11-22_bega.htm http://www.cs.iastate.edu/~baojie/acad/current/hnn/hnn.htm http://www.cs.iastate.edu/~baojie/acad/current/mas/mas.htm
Current Focus - Hierarchical Graphical Game for Multiagent ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Decision Utility Chance

Recommandé

System engineering
System engineeringSystem engineering
System engineeringSlideshare
 
Ch19 systems engineering
Ch19 systems engineeringCh19 systems engineering
Ch19 systems engineeringsoftware-engineering-book
 
UPDATED (Version 1.0) Systems Neurology (the only objective is My CAREER, onl...
UPDATED (Version 1.0) Systems Neurology (the only objective is My CAREER, onl...UPDATED (Version 1.0) Systems Neurology (the only objective is My CAREER, onl...
UPDATED (Version 1.0) Systems Neurology (the only objective is My CAREER, onl...EmadfHABIB2
 
2013 nas-ehs-data-integration-dc
2013 nas-ehs-data-integration-dc2013 nas-ehs-data-integration-dc
2013 nas-ehs-data-integration-dcc.titus.brown
 
PhDc exam presentation
PhDc exam presentationPhDc exam presentation
PhDc exam presentationCarlos Manuel Estévez-Bretón Riveros
 
D1803012022
D1803012022D1803012022
D1803012022IOSR Journals
 
Semantic (Web) Technologies for Translational Research in Life Sciences
Semantic (Web) Technologies for Translational Research in Life SciencesSemantic (Web) Technologies for Translational Research in Life Sciences
Semantic (Web) Technologies for Translational Research in Life SciencesArtificial Intelligence Institute at UofSC
 
Towards Automatic Composition of Multicomponent Predictive Systems
Towards Automatic Composition of Multicomponent Predictive SystemsTowards Automatic Composition of Multicomponent Predictive Systems
Towards Automatic Composition of Multicomponent Predictive SystemsManuel Martín
 

Recommandé

System engineering
System engineeringSystem engineering
System engineeringSlideshare
 
Ch19 systems engineering
Ch19 systems engineeringCh19 systems engineering
Ch19 systems engineeringsoftware-engineering-book
 
UPDATED (Version 1.0) Systems Neurology (the only objective is My CAREER, onl...
UPDATED (Version 1.0) Systems Neurology (the only objective is My CAREER, onl...UPDATED (Version 1.0) Systems Neurology (the only objective is My CAREER, onl...
UPDATED (Version 1.0) Systems Neurology (the only objective is My CAREER, onl...EmadfHABIB2
 
2013 nas-ehs-data-integration-dc
2013 nas-ehs-data-integration-dc2013 nas-ehs-data-integration-dc
2013 nas-ehs-data-integration-dcc.titus.brown
 
PhDc exam presentation
PhDc exam presentationPhDc exam presentation
PhDc exam presentationCarlos Manuel Estévez-Bretón Riveros
 
D1803012022
D1803012022D1803012022
D1803012022IOSR Journals
 
Semantic (Web) Technologies for Translational Research in Life Sciences
Semantic (Web) Technologies for Translational Research in Life SciencesSemantic (Web) Technologies for Translational Research in Life Sciences
Semantic (Web) Technologies for Translational Research in Life SciencesArtificial Intelligence Institute at UofSC
 
Towards Automatic Composition of Multicomponent Predictive Systems
Towards Automatic Composition of Multicomponent Predictive SystemsTowards Automatic Composition of Multicomponent Predictive Systems
Towards Automatic Composition of Multicomponent Predictive SystemsManuel Martín
 
Associational cortex introduction
Associational cortex introductionAssociational cortex introduction
Associational cortex introductionDomina Petric
 
What Data Science Will Mean to You - One Person's View
What Data Science Will Mean to You - One Person's ViewWhat Data Science Will Mean to You - One Person's View
What Data Science Will Mean to You - One Person's ViewPhilip Bourne
 
Brain Networks
Brain NetworksBrain Networks
Brain NetworksJimmy Lu
 
parihar.PhD16
parihar.PhD16parihar.PhD16
parihar.PhD16Raj Parihar
 
Reverse Engineering The Brain, Online
Reverse Engineering The Brain, OnlineReverse Engineering The Brain, Online
Reverse Engineering The Brain, OnlineStephen Larson
 
Ibn Sina
Ibn SinaIbn Sina
Ibn SinaYasmine Gaber
 
Pattern Formation Drosophila
Pattern Formation DrosophilaPattern Formation Drosophila
Pattern Formation Drosophilasunon77
 
ssie_ibic_lecture21_slides.pdf
ssie_ibic_lecture21_slides.pdfssie_ibic_lecture21_slides.pdf
ssie_ibic_lecture21_slides.pdfAbijahRoseline1
 
Data Science, Data Curation, and Human-Data Interaction
Data Science, Data Curation, and Human-Data InteractionData Science, Data Curation, and Human-Data Interaction
Data Science, Data Curation, and Human-Data InteractionUniversity of Washington
 
32_Nov07_MachineLear..
32_Nov07_MachineLear..32_Nov07_MachineLear..
32_Nov07_MachineLear..butest
 
OUTDATED (Version 0.91) Systems Neurology (the only objective is My CAREER, o...
OUTDATED (Version 0.91) Systems Neurology (the only objective is My CAREER, o...OUTDATED (Version 0.91) Systems Neurology (the only objective is My CAREER, o...
OUTDATED (Version 0.91) Systems Neurology (the only objective is My CAREER, o...EmadfHABIB2
 
Poster Abstracts
Poster AbstractsPoster Abstracts
Poster Abstractsbutest
 
Bayesian Networks and Association Analysis
Bayesian Networks and Association AnalysisBayesian Networks and Association Analysis
Bayesian Networks and Association AnalysisAdnan Masood
 
Hierarchical Learning in AI - General Problem
Hierarchical Learning in AI - General ProblemHierarchical Learning in AI - General Problem
Hierarchical Learning in AI - General ProblemJie Bao
 
Hybrid Computing.pptx
Hybrid Computing.pptxHybrid Computing.pptx
Hybrid Computing.pptxAjayPradhan37
 
Driving Deep Semantics in Middleware and Networks: What, why and how?
Driving Deep Semantics in Middleware and Networks: What, why and how?Driving Deep Semantics in Middleware and Networks: What, why and how?
Driving Deep Semantics in Middleware and Networks: What, why and how?Amit Sheth
 
A biologist in e-Science
A biologist in e-ScienceA biologist in e-Science
A biologist in e-ScienceLeiden University Medical Center
 
B.3.5
B.3.5B.3.5
B.3.5Subhash Chandra (Maurya)
 
Zmasek TOPSAN Biohackathon 2011
Zmasek TOPSAN Biohackathon 2011Zmasek TOPSAN Biohackathon 2011
Zmasek TOPSAN Biohackathon 2011cmzmasek
 
Towards a Simple, Standards-Compliant, and Generic Phylogenetic Database
Towards a Simple, Standards-Compliant, and Generic Phylogenetic DatabaseTowards a Simple, Standards-Compliant, and Generic Phylogenetic Database
Towards a Simple, Standards-Compliant, and Generic Phylogenetic DatabaseHilmar Lapp
 
python-graph-lovestory
python-graph-lovestorypython-graph-lovestory
python-graph-lovestoryJie Bao
 
unix toolbox 中文版
unix toolbox 中文版unix toolbox 中文版
unix toolbox 中文版Jie Bao
 

Contenu connexe

Similaire à Hierarchical Learning in Complex System

Associational cortex introduction
Associational cortex introductionAssociational cortex introduction
Associational cortex introductionDomina Petric
 
What Data Science Will Mean to You - One Person's View
What Data Science Will Mean to You - One Person's ViewWhat Data Science Will Mean to You - One Person's View
What Data Science Will Mean to You - One Person's ViewPhilip Bourne
 
Brain Networks
Brain NetworksBrain Networks
Brain NetworksJimmy Lu
 
Reverse Engineering The Brain, Online
Reverse Engineering The Brain, OnlineReverse Engineering The Brain, Online
Reverse Engineering The Brain, OnlineStephen Larson
 
Pattern Formation Drosophila
Pattern Formation DrosophilaPattern Formation Drosophila
Pattern Formation Drosophilasunon77
 
ssie_ibic_lecture21_slides.pdf
ssie_ibic_lecture21_slides.pdfssie_ibic_lecture21_slides.pdf
ssie_ibic_lecture21_slides.pdfAbijahRoseline1
 
Data Science, Data Curation, and Human-Data Interaction
Data Science, Data Curation, and Human-Data InteractionData Science, Data Curation, and Human-Data Interaction
Data Science, Data Curation, and Human-Data InteractionUniversity of Washington
 
32_Nov07_MachineLear..
32_Nov07_MachineLear..32_Nov07_MachineLear..
32_Nov07_MachineLear..butest
 
OUTDATED (Version 0.91) Systems Neurology (the only objective is My CAREER, o...
OUTDATED (Version 0.91) Systems Neurology (the only objective is My CAREER, o...OUTDATED (Version 0.91) Systems Neurology (the only objective is My CAREER, o...
OUTDATED (Version 0.91) Systems Neurology (the only objective is My CAREER, o...EmadfHABIB2
 
Poster Abstracts
Poster AbstractsPoster Abstracts
Poster Abstractsbutest
 
Bayesian Networks and Association Analysis
Bayesian Networks and Association AnalysisBayesian Networks and Association Analysis
Bayesian Networks and Association AnalysisAdnan Masood
 
Hierarchical Learning in AI - General Problem
Hierarchical Learning in AI - General ProblemHierarchical Learning in AI - General Problem
Hierarchical Learning in AI - General ProblemJie Bao
 
Hybrid Computing.pptx
Hybrid Computing.pptxHybrid Computing.pptx
Hybrid Computing.pptxAjayPradhan37
 
Driving Deep Semantics in Middleware and Networks: What, why and how?
Driving Deep Semantics in Middleware and Networks: What, why and how?Driving Deep Semantics in Middleware and Networks: What, why and how?
Driving Deep Semantics in Middleware and Networks: What, why and how?Amit Sheth
 
Zmasek TOPSAN Biohackathon 2011
Zmasek TOPSAN Biohackathon 2011Zmasek TOPSAN Biohackathon 2011
Zmasek TOPSAN Biohackathon 2011cmzmasek
 
Towards a Simple, Standards-Compliant, and Generic Phylogenetic Database
Towards a Simple, Standards-Compliant, and Generic Phylogenetic DatabaseTowards a Simple, Standards-Compliant, and Generic Phylogenetic Database
Towards a Simple, Standards-Compliant, and Generic Phylogenetic DatabaseHilmar Lapp
 

Similaire à Hierarchical Learning in Complex System (20)

Associational cortex introduction
Associational cortex introductionAssociational cortex introduction
Associational cortex introduction
 
What Data Science Will Mean to You - One Person's View
What Data Science Will Mean to You - One Person's ViewWhat Data Science Will Mean to You - One Person's View
What Data Science Will Mean to You - One Person's View
 
Brain Networks
Brain NetworksBrain Networks
Brain Networks
 
parihar.PhD16
parihar.PhD16parihar.PhD16
parihar.PhD16
 
Reverse Engineering The Brain, Online
Reverse Engineering The Brain, OnlineReverse Engineering The Brain, Online
Reverse Engineering The Brain, Online
 
Ibn Sina
Ibn SinaIbn Sina
Ibn Sina
 
Pattern Formation Drosophila
Pattern Formation DrosophilaPattern Formation Drosophila
Pattern Formation Drosophila
 
ssie_ibic_lecture21_slides.pdf
ssie_ibic_lecture21_slides.pdfssie_ibic_lecture21_slides.pdf
ssie_ibic_lecture21_slides.pdf
 
Data Science, Data Curation, and Human-Data Interaction
Data Science, Data Curation, and Human-Data InteractionData Science, Data Curation, and Human-Data Interaction
Data Science, Data Curation, and Human-Data Interaction
 
32_Nov07_MachineLear..
32_Nov07_MachineLear..32_Nov07_MachineLear..
32_Nov07_MachineLear..
 
OUTDATED (Version 0.91) Systems Neurology (the only objective is My CAREER, o...
OUTDATED (Version 0.91) Systems Neurology (the only objective is My CAREER, o...OUTDATED (Version 0.91) Systems Neurology (the only objective is My CAREER, o...
OUTDATED (Version 0.91) Systems Neurology (the only objective is My CAREER, o...
 
Poster Abstracts
Poster AbstractsPoster Abstracts
Poster Abstracts
 
Bayesian Networks and Association Analysis
Bayesian Networks and Association AnalysisBayesian Networks and Association Analysis
Bayesian Networks and Association Analysis
 
Hierarchical Learning in AI - General Problem
Hierarchical Learning in AI - General ProblemHierarchical Learning in AI - General Problem
Hierarchical Learning in AI - General Problem
 
Hybrid Computing.pptx
Hybrid Computing.pptxHybrid Computing.pptx
Hybrid Computing.pptx
 
Driving Deep Semantics in Middleware and Networks: What, why and how?
Driving Deep Semantics in Middleware and Networks: What, why and how?Driving Deep Semantics in Middleware and Networks: What, why and how?
Driving Deep Semantics in Middleware and Networks: What, why and how?
 
A biologist in e-Science
A biologist in e-ScienceA biologist in e-Science
A biologist in e-Science
 
B.3.5
B.3.5B.3.5
B.3.5
 
Zmasek TOPSAN Biohackathon 2011
Zmasek TOPSAN Biohackathon 2011Zmasek TOPSAN Biohackathon 2011
Zmasek TOPSAN Biohackathon 2011
 
Towards a Simple, Standards-Compliant, and Generic Phylogenetic Database
Towards a Simple, Standards-Compliant, and Generic Phylogenetic DatabaseTowards a Simple, Standards-Compliant, and Generic Phylogenetic Database
Towards a Simple, Standards-Compliant, and Generic Phylogenetic Database
 

Plus de Jie Bao

python-graph-lovestory
python-graph-lovestorypython-graph-lovestory
python-graph-lovestoryJie Bao
 
unix toolbox 中文版
unix toolbox 中文版unix toolbox 中文版
unix toolbox 中文版Jie Bao
 
unixtoolbox.book
unixtoolbox.bookunixtoolbox.book
unixtoolbox.bookJie Bao
 
Lean startup 精益创业 新创企业的成长思维
Lean startup 精益创业 新创企业的成长思维Lean startup 精益创业 新创企业的成长思维
Lean startup 精益创业 新创企业的成长思维Jie Bao
 
Towards social webtops using semantic wiki
Towards social webtops using semantic wikiTowards social webtops using semantic wiki
Towards social webtops using semantic wikiJie Bao
 
Semantic information theory in 20 minutes
Semantic information theory in 20 minutesSemantic information theory in 20 minutes
Semantic information theory in 20 minutesJie Bao
 
Towards a theory of semantic communication
Towards a theory of semantic communicationTowards a theory of semantic communication
Towards a theory of semantic communicationJie Bao
 
Expressive Query Answering For Semantic Wikis (20min)
Expressive Query Answering For Semantic Wikis (20min)Expressive Query Answering For Semantic Wikis (20min)
Expressive Query Answering For Semantic Wikis (20min)Jie Bao
 
Startup best practices
Startup best practicesStartup best practices
Startup best practicesJie Bao
 
Owl 2 quick reference card a4 size
Owl 2 quick reference card a4 sizeOwl 2 quick reference card a4 size
Owl 2 quick reference card a4 sizeJie Bao
 
ISWC 2010 Metadata Work Summary
ISWC 2010 Metadata Work SummaryISWC 2010 Metadata Work Summary
ISWC 2010 Metadata Work SummaryJie Bao
 
Expressive Query Answering For Semantic Wikis
Expressive Query Answering For Semantic WikisExpressive Query Answering For Semantic Wikis
Expressive Query Answering For Semantic WikisJie Bao
 
24 Ways to Explore ISWC 2010 Data
24 Ways to Explore ISWC 2010 Data24 Ways to Explore ISWC 2010 Data
24 Ways to Explore ISWC 2010 DataJie Bao
 
Semantic Web: In Quest for the Next Generation Killer Apps
Semantic Web: In Quest for the Next Generation Killer AppsSemantic Web: In Quest for the Next Generation Killer Apps
Semantic Web: In Quest for the Next Generation Killer AppsJie Bao
 
Representing financial reports on the semantic web a faithful translation f...
Representing financial reports on the semantic web a faithful translation f...Representing financial reports on the semantic web a faithful translation f...
Representing financial reports on the semantic web a faithful translation f...Jie Bao
 
XACML 3.0 (Partial) Concept Map
XACML 3.0 (Partial) Concept MapXACML 3.0 (Partial) Concept Map
XACML 3.0 (Partial) Concept MapJie Bao
 
Development of a Controlled Natural Language Interface for Semantic MediaWiki
Development of a Controlled Natural Language Interface for Semantic MediaWikiDevelopment of a Controlled Natural Language Interface for Semantic MediaWiki
Development of a Controlled Natural Language Interface for Semantic MediaWikiJie Bao
 
Digital image self-adaptive acquisition in medical x-ray imaging
Digital image self-adaptive acquisition in medical x-ray imagingDigital image self-adaptive acquisition in medical x-ray imaging
Digital image self-adaptive acquisition in medical x-ray imagingJie Bao
 
Privacy-Preserving Reasoning on the Semantic Web (Poster)
Privacy-Preserving Reasoning on the Semantic Web (Poster)Privacy-Preserving Reasoning on the Semantic Web (Poster)
Privacy-Preserving Reasoning on the Semantic Web (Poster)Jie Bao
 

Plus de Jie Bao (20)

python-graph-lovestory
python-graph-lovestorypython-graph-lovestory
python-graph-lovestory
 
unix toolbox 中文版
unix toolbox 中文版unix toolbox 中文版
unix toolbox 中文版
 
unixtoolbox.book
unixtoolbox.bookunixtoolbox.book
unixtoolbox.book
 
Lean startup 精益创业 新创企业的成长思维
Lean startup 精益创业 新创企业的成长思维Lean startup 精益创业 新创企业的成长思维
Lean startup 精益创业 新创企业的成长思维
 
Towards social webtops using semantic wiki
Towards social webtops using semantic wikiTowards social webtops using semantic wiki
Towards social webtops using semantic wiki
 
Semantic information theory in 20 minutes
Semantic information theory in 20 minutesSemantic information theory in 20 minutes
Semantic information theory in 20 minutes
 
Towards a theory of semantic communication
Towards a theory of semantic communicationTowards a theory of semantic communication
Towards a theory of semantic communication
 
Expressive Query Answering For Semantic Wikis (20min)
Expressive Query Answering For Semantic Wikis (20min)Expressive Query Answering For Semantic Wikis (20min)
Expressive Query Answering For Semantic Wikis (20min)
 
Startup best practices
Startup best practicesStartup best practices
Startup best practices
 
Owl 2 quick reference card a4 size
Owl 2 quick reference card a4 sizeOwl 2 quick reference card a4 size
Owl 2 quick reference card a4 size
 
ISWC 2010 Metadata Work Summary
ISWC 2010 Metadata Work SummaryISWC 2010 Metadata Work Summary
ISWC 2010 Metadata Work Summary
 
Expressive Query Answering For Semantic Wikis
Expressive Query Answering For Semantic WikisExpressive Query Answering For Semantic Wikis
Expressive Query Answering For Semantic Wikis
 
CV
CVCV
CV
 
24 Ways to Explore ISWC 2010 Data
24 Ways to Explore ISWC 2010 Data24 Ways to Explore ISWC 2010 Data
24 Ways to Explore ISWC 2010 Data
 
Semantic Web: In Quest for the Next Generation Killer Apps
Semantic Web: In Quest for the Next Generation Killer AppsSemantic Web: In Quest for the Next Generation Killer Apps
Semantic Web: In Quest for the Next Generation Killer Apps
 
Representing financial reports on the semantic web a faithful translation f...
Representing financial reports on the semantic web a faithful translation f...Representing financial reports on the semantic web a faithful translation f...
Representing financial reports on the semantic web a faithful translation f...
 
XACML 3.0 (Partial) Concept Map
XACML 3.0 (Partial) Concept MapXACML 3.0 (Partial) Concept Map
XACML 3.0 (Partial) Concept Map
 
Development of a Controlled Natural Language Interface for Semantic MediaWiki
Development of a Controlled Natural Language Interface for Semantic MediaWikiDevelopment of a Controlled Natural Language Interface for Semantic MediaWiki
Development of a Controlled Natural Language Interface for Semantic MediaWiki
 
Digital image self-adaptive acquisition in medical x-ray imaging
Digital image self-adaptive acquisition in medical x-ray imagingDigital image self-adaptive acquisition in medical x-ray imaging
Digital image self-adaptive acquisition in medical x-ray imaging
 
Privacy-Preserving Reasoning on the Semantic Web (Poster)
Privacy-Preserving Reasoning on the Semantic Web (Poster)Privacy-Preserving Reasoning on the Semantic Web (Poster)
Privacy-Preserving Reasoning on the Semantic Web (Poster)
 

Dernier

GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfhans926745
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesBoston Institute of Analytics
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 

Dernier (20)

GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdf
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
HTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation StrategiesHTML Injection Attacks: Impact and Mitigation Strategies
HTML Injection Attacks: Impact and Mitigation Strategies
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 

Hierarchical Learning in Complex System

  • 1. Hierarchical Learning in Complex System - a Research outlook Jie BAO , PhD Student Artificial Intelligence Lab Department of Computer Science Iowa State University [email_address] http://www.cs.iastate.edu/~baojie
  • 2. Hierarchy is common in Biological Intelligent System From Human Physiology Chapter 8 CNS , School of Medicine and Health Sciences, University of North Dakota, http://www.cs.iastate.edu/~baojie/acad/current/cas/cas.htm Macrostructure of the brain Microstructure of brain - Hypercolumns in Visual Cortex
  • 3.
  • 4.
  • 5.