SlideShare ist ein Scribd-Unternehmen logo
1 von 20
MyTRIZ Competition 2012
        Proposal                Team:


                           CS
                         Aisyah Ismail
                 Azleena Mohd Kassim
        Mohd Adib Omar (Group Leader)
                         Tan Choo Jun
         Wan Mohd Nazmee Wan Zainon
Contents

• Part 1
   • Question (a)
   • Impact: The country will have sustainable skilled
     and qualified ICT workers needed for the future.


• Part 2
   • Impact: The wood materials are transported
     without damaging the pipe.


• Part 3
   • Impact: Enhancing the FAM Learning Mechanism
     using Evolutionary-based TRIZ S-Curve Model
Part 1: Problem Analysis

• Shortage of skilled ICT graduates
• Why? Because current Institute of Higher Learning
  (IPT/IPTA) is unable to produce sufficient "skilled"
  graduates
• Why? Because good students tend to choose other
  fields, e.g. Medicine, Dentistry & Pharmacy etc.
• Why? Students believe that career in ICT does not
  provide good pay and job satisfaction
• Why? Misperceptions that ICT field does not provide
  better pay, low jobs satisfaction and lacks of jobs
  opportunities.
TRIZ Process, TRIZ Tools & Potential Solutions
                         Insufficient Awareness and Wrong Perception on ICT Career     Computing Major is not as attractive as Medicine,                Minimal entry requirement                           Many unemployed due to skill
Problem
                                                                                       Engineering, Accounting and Pharmacy among best students                                                             mismatch
                         Insufficient ICT Teachers                                                                                                      No cap on the student limit per intake




                                                                                       Pre-University                                                                                                       Industry
                         Primary and Secondary               input                                                          input                       University                           input
Stages of Educational                                                                  Matriculation                                                                                                        Government
                         Education
Process                                                                                Diploma                                                                                                              Further Study
                                                                                       Form Six (STPM)                                                                                                      Entrepreneurship




TRIZ Process and Tools   Physical Contradiction by Separation in Time                  Physical Contradiction by Separation in Time                     Physical Contradiction by Separation in Space and
                                                                                                                                                        Physical Contradiction by Separation in Time


                                                                                                       Physical Contradiction by Separation in System Level - Supersystem

Inventive Principles     9. Preliminary anti-action                                    10. Preliminary action                                           13. ’The other way round’                           19. Periodic Action
                                                                                                                                                        20. Continuity of Useful Action


                                                                                                                                    23. Feedback

Proposed Solutions       9. Cultivate Problem Solving Culture                          10. Cultivate Algorithmic Thinking                               13. Stringent entry requirements                    19. Periodic Retraining the
                                                                                                                                                                                                            unemployed for certification
                         9. National Computing Competition                             10. Standardized and up-to-date ICT Curriculum                   13. Limit intake to ensure quality
                         9. Awareness Program: ICT camp                                                                                                 20. Industrial Training & Internships
                         9. Increase ICT Teachers




                                                                                        23. Formation of ICT Professional body to monitor the best practices, curriculum and prestige
                                                                                                                                                        Committed students
Expected Outcome         inculcate the right perception to students about Careers in   Students who are interested in ICT are prepared for                                                                  Employable graduates by the
                                                                                                                                                        Quality ICT Program
                         ICT                                                           university education                                                                                                 industry
Part 2: Problem Statement

     • The 1-meter pipe leaks due to the
       rubbing and knocking of wood
       materials transported inside the
       pipe using water as a medium of
       transport.




                                               example of wood material

Pipe (with water) to transport wood material
TRIZ process used

Function Analysis:
    Pipe contains water and wood based materials
    Water holds the wood based materials inside the pipe
    Water flows with wood based materials through the pipe


Identify the type of contradictions:
    Administrative contradictions: We want to allow the wood based
    materials to traverse through the pipe without damaging the pipe.
    Engineering contradictions: wood based material surface contact
    damages the pipe


Physical Contradiction Solution Strategies: Separation in Space
Inventive Principle:
    30. Flexible Shells / Thin Films
TRIZ tools used

• Contradiction Matrix cannot be used
  since we are dealing single parameter,
  in this case, the contact surface of
  wood based materials.
• Instead, Physical Contradiction
  Solution Strategies: Separation in Space
  is used. It leads to the Inventive
  Principle: 30. Flexible Shells / Thin Films
Potential Solutions

• Cover the wood based materials
  with bubble wrap and then
  transport them through the pipe.
Part 3:

Enhancing the FAM Learning
     Mechanism using
 Evolutionary-based TRIZ S-
        Curve Model
The Scope of
       TRIZ Hybridization Model



1. A combination with a Pareto-based algorithm
   (MmGA) to undertaking the efficiency of learning
   process in FAM
2. An optimization of the number of nodes in FAM
   network without prior configuration towards Pareto
   Front solutions
3. An implementation of proposed model using USM
   Extract with Mobile Desktop Grid (MDG) in the form
   of web application and API level
Do you see the their differential?

                                    Unsupervised
             ART-1        ART-2     Learning
                                    Model

Fuzzy Set          ARTMAP
                                  Supervised
                                  Learning
             FAM                  Model
The Fuzzy ARTMAP (FAM)




FAM (same as ART and ARTMAP) consists of

  Training Phase    and   Prediction Phase




Note:
They also called as Training Model and Prediction Model
The FAM Architecture
                          Adapted from: G. A. Carpenter, S. Grossberg, N. Markuzon, J. H. Reynolds, and D. B. Rosen,
                                     “Fuzzy artmap: A neural network architecture for incremental su-pervised learning of
                  analog multidimensional maps,” IEEE Transactions on Neural Networks, vol. 3, pp. 698–713, Sept. 1992.



   Nodes are created
    when sensation and
    expectation does
    not exceed the
    vigilance value
   Training weights
    (knowledge) are
    kept for Prediction
    Phase activities
The Optimization Dilemma
        and FAM




• The accumulated knowledge of FAM in Optimization
  Dilemma
The TRIZ-based
    Evolutionary S-Curve




• The metrics of TRIZ’s Evolutionary S-
  Curve
The FAM and TRIZ-based Evolutionary S-
        Curve

• Metrics of determining the FAM's knowledge laying
  alone the TRIZ-based Evolutionary S-Curve
1. Performance
2. Number of Inventions
3. Level of Inventions
4. Profitability
5. Cost Reduction Related Inventions
The USM Extract
The form of USM Extract Implementation
     with MDG




• The flow of           The flow of
• Web Application       API Implementation
  Instance
The Case Study of Our Model


Prediction Phase result for Diabetes patient
Thank you

Weitere ähnliche Inhalte

Was ist angesagt?

IITians For ITIs Program V0.96
IITians For ITIs Program V0.96IITians For ITIs Program V0.96
IITians For ITIs Program V0.96
Atul Mathur
 
Mf Development academy
Mf Development academyMf Development academy
Mf Development academy
eddyvos
 
1402568 634711586320156250
1402568 6347115863201562501402568 634711586320156250
1402568 634711586320156250
frolaineh_12345
 
Draft Action Plan for Integrating Technology
Draft Action Plan for Integrating TechnologyDraft Action Plan for Integrating Technology
Draft Action Plan for Integrating Technology
mimorales
 

Was ist angesagt? (20)

Power engineering, GP Energy Services,
Power engineering, GP Energy Services,Power engineering, GP Energy Services,
Power engineering, GP Energy Services,
 
Training Prospectus 31 May 2012
Training Prospectus 31 May 2012Training Prospectus 31 May 2012
Training Prospectus 31 May 2012
 
IITians For ITIs Program V0.96
IITians For ITIs Program V0.96IITians For ITIs Program V0.96
IITians For ITIs Program V0.96
 
Intel CSR in Senegal 2012 & IESC Corporate Overview
Intel CSR in Senegal 2012 & IESC Corporate OverviewIntel CSR in Senegal 2012 & IESC Corporate Overview
Intel CSR in Senegal 2012 & IESC Corporate Overview
 
EMIC Project - Presentation
EMIC Project - PresentationEMIC Project - Presentation
EMIC Project - Presentation
 
Institute of Management and Development Business School
Institute of Management and Development Business SchoolInstitute of Management and Development Business School
Institute of Management and Development Business School
 
UNMCE Spring 2012 Highlights flyer 1
UNMCE Spring 2012 Highlights flyer 1UNMCE Spring 2012 Highlights flyer 1
UNMCE Spring 2012 Highlights flyer 1
 
Georg Spoettl Dual System
Georg Spoettl Dual SystemGeorg Spoettl Dual System
Georg Spoettl Dual System
 
About IEC University | Baddi, Himachal Pradesh
About IEC University | Baddi, Himachal PradeshAbout IEC University | Baddi, Himachal Pradesh
About IEC University | Baddi, Himachal Pradesh
 
Mf Development academy
Mf Development academyMf Development academy
Mf Development academy
 
IEC University | Top leading University in Baddi, Himachal Pradesh
IEC University | Top leading University in Baddi, Himachal PradeshIEC University | Top leading University in Baddi, Himachal Pradesh
IEC University | Top leading University in Baddi, Himachal Pradesh
 
Stucky Rwagasana Presentation
Stucky Rwagasana PresentationStucky Rwagasana Presentation
Stucky Rwagasana Presentation
 
IEC Group of Institutions| Greater Noida
IEC Group of Institutions| Greater Noida IEC Group of Institutions| Greater Noida
IEC Group of Institutions| Greater Noida
 
1402568 634711586320156250
1402568 6347115863201562501402568 634711586320156250
1402568 634711586320156250
 
PSG Tech College Profile
PSG Tech College ProfilePSG Tech College Profile
PSG Tech College Profile
 
Draft Action Plan for Integrating Technology
Draft Action Plan for Integrating TechnologyDraft Action Plan for Integrating Technology
Draft Action Plan for Integrating Technology
 
A satapisat brochure_2
A satapisat brochure_2A satapisat brochure_2
A satapisat brochure_2
 
Innovating Warfighter Training
Innovating Warfighter TrainingInnovating Warfighter Training
Innovating Warfighter Training
 
Pristine quant-frm demo-annotations
Pristine quant-frm demo-annotationsPristine quant-frm demo-annotations
Pristine quant-frm demo-annotations
 
Singularity University - Jennifer Turliuk
Singularity University - Jennifer TurliukSingularity University - Jennifer Turliuk
Singularity University - Jennifer Turliuk
 

Ähnlich wie CS USM TRIZ Slide-proposed

The 21st Century Campus: Are We There Yet? Challenges and Opportunities for ...
The 21st Century Campus: Are We There Yet?  Challenges and Opportunities for ...The 21st Century Campus: Are We There Yet?  Challenges and Opportunities for ...
The 21st Century Campus: Are We There Yet? Challenges and Opportunities for ...
Joshua Kim
 
Challenges and Opportunities in VB Technical education- vinutha srikanth
Challenges and Opportunities in VB Technical education- vinutha srikanthChallenges and Opportunities in VB Technical education- vinutha srikanth
Challenges and Opportunities in VB Technical education- vinutha srikanth
Vinutha Srikanth
 
Rob Curtin: Digital Migration Strategies
Rob Curtin: Digital Migration StrategiesRob Curtin: Digital Migration Strategies
Rob Curtin: Digital Migration Strategies
Pearson North America
 
Ict applications have become an important part of teaching and learning
Ict applications have become an important part of teaching and learningIct applications have become an important part of teaching and learning
Ict applications have become an important part of teaching and learning
hengtiger
 
Exploring Potential of Information and Communication Technology in Vocational...
Exploring Potential of Information and Communication Technology in Vocational...Exploring Potential of Information and Communication Technology in Vocational...
Exploring Potential of Information and Communication Technology in Vocational...
BRNSSPublicationHubI
 
Skill development & employability task force govt of karnataka
Skill development & employability task force govt of karnatakaSkill development & employability task force govt of karnataka
Skill development & employability task force govt of karnataka
rk_misra
 
Smart school ict
Smart school ictSmart school ict
Smart school ict
Dp Mohd
 
applying ICT in school
applying ICT in schoolapplying ICT in school
applying ICT in school
Dp Mohd
 

Ähnlich wie CS USM TRIZ Slide-proposed (20)

The 21st Century Campus: Are We There Yet? Challenges and Opportunities for ...
The 21st Century Campus: Are We There Yet?  Challenges and Opportunities for ...The 21st Century Campus: Are We There Yet?  Challenges and Opportunities for ...
The 21st Century Campus: Are We There Yet? Challenges and Opportunities for ...
 
Transforming Campus Recruitment In India
Transforming Campus Recruitment In IndiaTransforming Campus Recruitment In India
Transforming Campus Recruitment In India
 
Challenges and Opportunities in VB Technical education- vinutha srikanth
Challenges and Opportunities in VB Technical education- vinutha srikanthChallenges and Opportunities in VB Technical education- vinutha srikanth
Challenges and Opportunities in VB Technical education- vinutha srikanth
 
Smart school
Smart schoolSmart school
Smart school
 
2010 year end report
2010 year end report2010 year end report
2010 year end report
 
Leading e-Learning Adoption in Schools: Human and Technological Structures an...
Leading e-Learning Adoption in Schools: Human and Technological Structures an...Leading e-Learning Adoption in Schools: Human and Technological Structures an...
Leading e-Learning Adoption in Schools: Human and Technological Structures an...
 
Rob Curtin: Digital Migration Strategies
Rob Curtin: Digital Migration StrategiesRob Curtin: Digital Migration Strategies
Rob Curtin: Digital Migration Strategies
 
Ict applications have become an important part of teaching and learning
Ict applications have become an important part of teaching and learningIct applications have become an important part of teaching and learning
Ict applications have become an important part of teaching and learning
 
Vocational education and ict
Vocational education and ictVocational education and ict
Vocational education and ict
 
Exploring Potential of Information and Communication Technology in Vocational...
Exploring Potential of Information and Communication Technology in Vocational...Exploring Potential of Information and Communication Technology in Vocational...
Exploring Potential of Information and Communication Technology in Vocational...
 
Skill development & employability task force govt of karnataka
Skill development & employability task force govt of karnatakaSkill development & employability task force govt of karnataka
Skill development & employability task force govt of karnataka
 
Smart school ict
Smart school ictSmart school ict
Smart school ict
 
Cohort Based Courses
Cohort Based CoursesCohort Based Courses
Cohort Based Courses
 
Minding the gap: Bridging Computing Science and Business Studies with an Inte...
Minding the gap: Bridging Computing Science and Business Studies with an Inte...Minding the gap: Bridging Computing Science and Business Studies with an Inte...
Minding the gap: Bridging Computing Science and Business Studies with an Inte...
 
COMPUTER ASSISTED INSTRUCTION
COMPUTER ASSISTED INSTRUCTIONCOMPUTER ASSISTED INSTRUCTION
COMPUTER ASSISTED INSTRUCTION
 
Digital Skills.pptx
Digital Skills.pptxDigital Skills.pptx
Digital Skills.pptx
 
applying ICT in school
applying ICT in schoolapplying ICT in school
applying ICT in school
 
Brochure
BrochureBrochure
Brochure
 
Digital Leaders 2011
Digital Leaders 2011Digital Leaders 2011
Digital Leaders 2011
 
ICT Quality Assurance
ICT Quality AssuranceICT Quality Assurance
ICT Quality Assurance
 

Kürzlich hochgeladen

The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
heathfieldcps1
 

Kürzlich hochgeladen (20)

Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptxExploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
 
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxOn_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
How to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxHow to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptx
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptx
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and Modifications
 
Plant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptxPlant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptx
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
 
Graduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - EnglishGraduate Outcomes Presentation Slides - English
Graduate Outcomes Presentation Slides - English
 
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptxCOMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdfUnit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
 

CS USM TRIZ Slide-proposed

  • 1. MyTRIZ Competition 2012 Proposal Team: CS Aisyah Ismail Azleena Mohd Kassim Mohd Adib Omar (Group Leader) Tan Choo Jun Wan Mohd Nazmee Wan Zainon
  • 2. Contents • Part 1 • Question (a) • Impact: The country will have sustainable skilled and qualified ICT workers needed for the future. • Part 2 • Impact: The wood materials are transported without damaging the pipe. • Part 3 • Impact: Enhancing the FAM Learning Mechanism using Evolutionary-based TRIZ S-Curve Model
  • 3. Part 1: Problem Analysis • Shortage of skilled ICT graduates • Why? Because current Institute of Higher Learning (IPT/IPTA) is unable to produce sufficient "skilled" graduates • Why? Because good students tend to choose other fields, e.g. Medicine, Dentistry & Pharmacy etc. • Why? Students believe that career in ICT does not provide good pay and job satisfaction • Why? Misperceptions that ICT field does not provide better pay, low jobs satisfaction and lacks of jobs opportunities.
  • 4. TRIZ Process, TRIZ Tools & Potential Solutions Insufficient Awareness and Wrong Perception on ICT Career Computing Major is not as attractive as Medicine, Minimal entry requirement Many unemployed due to skill Problem Engineering, Accounting and Pharmacy among best students mismatch Insufficient ICT Teachers No cap on the student limit per intake Pre-University Industry Primary and Secondary input input University input Stages of Educational Matriculation Government Education Process Diploma Further Study Form Six (STPM) Entrepreneurship TRIZ Process and Tools Physical Contradiction by Separation in Time Physical Contradiction by Separation in Time Physical Contradiction by Separation in Space and Physical Contradiction by Separation in Time Physical Contradiction by Separation in System Level - Supersystem Inventive Principles 9. Preliminary anti-action 10. Preliminary action 13. ’The other way round’ 19. Periodic Action 20. Continuity of Useful Action 23. Feedback Proposed Solutions 9. Cultivate Problem Solving Culture 10. Cultivate Algorithmic Thinking 13. Stringent entry requirements 19. Periodic Retraining the unemployed for certification 9. National Computing Competition 10. Standardized and up-to-date ICT Curriculum 13. Limit intake to ensure quality 9. Awareness Program: ICT camp 20. Industrial Training & Internships 9. Increase ICT Teachers 23. Formation of ICT Professional body to monitor the best practices, curriculum and prestige Committed students Expected Outcome inculcate the right perception to students about Careers in Students who are interested in ICT are prepared for Employable graduates by the Quality ICT Program ICT university education industry
  • 5. Part 2: Problem Statement • The 1-meter pipe leaks due to the rubbing and knocking of wood materials transported inside the pipe using water as a medium of transport. example of wood material Pipe (with water) to transport wood material
  • 6. TRIZ process used Function Analysis: Pipe contains water and wood based materials Water holds the wood based materials inside the pipe Water flows with wood based materials through the pipe Identify the type of contradictions: Administrative contradictions: We want to allow the wood based materials to traverse through the pipe without damaging the pipe. Engineering contradictions: wood based material surface contact damages the pipe Physical Contradiction Solution Strategies: Separation in Space Inventive Principle: 30. Flexible Shells / Thin Films
  • 7. TRIZ tools used • Contradiction Matrix cannot be used since we are dealing single parameter, in this case, the contact surface of wood based materials. • Instead, Physical Contradiction Solution Strategies: Separation in Space is used. It leads to the Inventive Principle: 30. Flexible Shells / Thin Films
  • 8. Potential Solutions • Cover the wood based materials with bubble wrap and then transport them through the pipe.
  • 9. Part 3: Enhancing the FAM Learning Mechanism using Evolutionary-based TRIZ S- Curve Model
  • 10. The Scope of TRIZ Hybridization Model 1. A combination with a Pareto-based algorithm (MmGA) to undertaking the efficiency of learning process in FAM 2. An optimization of the number of nodes in FAM network without prior configuration towards Pareto Front solutions 3. An implementation of proposed model using USM Extract with Mobile Desktop Grid (MDG) in the form of web application and API level
  • 11. Do you see the their differential? Unsupervised ART-1 ART-2 Learning Model Fuzzy Set ARTMAP Supervised Learning FAM Model
  • 12. The Fuzzy ARTMAP (FAM) FAM (same as ART and ARTMAP) consists of Training Phase and Prediction Phase Note: They also called as Training Model and Prediction Model
  • 13. The FAM Architecture Adapted from: G. A. Carpenter, S. Grossberg, N. Markuzon, J. H. Reynolds, and D. B. Rosen, “Fuzzy artmap: A neural network architecture for incremental su-pervised learning of analog multidimensional maps,” IEEE Transactions on Neural Networks, vol. 3, pp. 698–713, Sept. 1992.  Nodes are created when sensation and expectation does not exceed the vigilance value  Training weights (knowledge) are kept for Prediction Phase activities
  • 14. The Optimization Dilemma and FAM • The accumulated knowledge of FAM in Optimization Dilemma
  • 15. The TRIZ-based Evolutionary S-Curve • The metrics of TRIZ’s Evolutionary S- Curve
  • 16. The FAM and TRIZ-based Evolutionary S- Curve • Metrics of determining the FAM's knowledge laying alone the TRIZ-based Evolutionary S-Curve 1. Performance 2. Number of Inventions 3. Level of Inventions 4. Profitability 5. Cost Reduction Related Inventions
  • 18. The form of USM Extract Implementation with MDG • The flow of The flow of • Web Application API Implementation Instance
  • 19. The Case Study of Our Model Prediction Phase result for Diabetes patient