SlideShare a Scribd company logo
Walter Lee
1.0
• 1784
• Steam
Engine
2.0
• 1870
• Assembly
Line
3.0
• 1969
• Automation
• Computerisation
4.0
• NOW!
• IOT; A.I; Big-Data
• Cyber-Physical
Integration
Digital Transformation drives Business Transformation
1990 (Browser) 2004 (Facebook) NOW!
The 1st Leap
The 2nd Leap
The 3rd Leap
Toy problem
Rule based machine
learning
Rules must be
written by humans
Machine
Learning
Rules can be
derived from data
1950s
1980s
2010s
AI and Machine Learning Technology
Machine Learning
AI technology
Text recognition
Image recognition
(Face recognition, etc.)
Prediction
Earlier anomaly
detection
Discover rules from
spatial perspective
Discover rules from
temporal perspective
Prediction
Earlier
anomaly
detection
Technologies to replicate leaning abilities of humans
(One of the AI technologies)
・・・
Automatic ordering
Automated driving
Scheduling
Recognition
and
understanding
Predicting
and
inferring
Planning
and
optimization
Evolution of Artificial Intelligence
Human intellectual activities
Artificial Intelligence (AI) = Technologies to replicate human
intellectual activities with computers
AI
AI
AI
AI
Learning
Recognition
and
understanding
Predicting
and
inferring
Planning
and
optimization
(Machine) Learning
・・・
This is
the
optimal
route.
This is a cat.
Patterns
found.
This product will
sell well
tomorrow.
Recognition
and
understanding
Predicting
and
inferring
Planning
and
optimization
・・・
Done by humans
Done by humans
Done by humans
Values Enhancement through AI Evolution
Analysis PrescriptionVisualization
What happened?
(Surveillance solutions)
Why did it happen?
(Cause analysis solutions)
What will happen next?
(Prediction solutions)
What should be done?
(Automatic response/prevention solutions)
Value
enhancement
Understanding
of current situation
Decision
making
Rapid
response
Prevention
Social Value Enhancement having two directions for AI in mind
Problems without
clear goals
●Management
decisions
●Caring for
people
●New product
development
Problems with
clear target
Visualization Analysis Prescription
●Urban security ●Quality management
Overwhelming
efficiency
Wise suggestions to humans
(human ability augmentation by AI)
IAC, IOT and ICP impact Integrated & Intelligent Operations Center
Counter
Terrorism
(Used by Police
Forces)
Border Control
(Used by Customs &
Immigration)
City Surveillance
(Used by City Ops)
IAC
(Inter-Agency
Collaboration)
IOT
(Internet Of
Things)
ICP
(Integration
of Cyber-
Physical)
I2OC
How is it accomplished?
•A.I. with NEC the WISE
•Biometrics with
•Counter Terrorism Platform
• Enhanced Video Analytics
NEC’s Biometric Authentication Solutions
IoT Five Layer Architecture Mode
NOC
Integrated and Intelligent Operations Centre (I2OC) for Smart Cities
Situational Awareness
Info Dissemination
Risk Assessment
Recommendation
Resource Dispatch
1) Data Aggregation
2) Analytics
3) Risk Assessment Engine
4) Recommendation Engine
5) Authorization
Organization A
Organization B
CSOC PSOC
External SourceEnterprise SOC
L2: Security
Environments
L3: Integration &
Analytics
L4: Command &
Control System
SCALABLE
ADAPTIVEL1: Network/Sensors SCADA Physical Surveillance
Sensors (Cams and VMS)
Cybersecurity Sensors
IoT
Identity/Profile
Workflow
Business Rule
Ticketing System
REAL-TIME
More Use Cases and Information
http://www.nec.com/en/global/highlights/safety/campaign
/
NEC Public Safety | Riding the Wave of Disruption in 4.0 by Walter Lee

More Related Content

What's hot

Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
Muzamil Farooq ☁
 
Presentation on Artificial Intelligence
Presentation on Artificial IntelligencePresentation on Artificial Intelligence
Presentation on Artificial Intelligence
Arif Mahmud Sisir
 
Artificial intelligence 1
Artificial intelligence 1Artificial intelligence 1
Artificial intelligence 1reemreem188
 
Artificial Intelligence (Ai) Powerpoint Term Pres
Artificial Intelligence (Ai) Powerpoint Term PresArtificial Intelligence (Ai) Powerpoint Term Pres
Artificial Intelligence (Ai) Powerpoint Term Pres
nh.seckar
 
Turing Test
Turing TestTuring Test
Turing Test
Rogério Nascimento
 
Applications of artificial intelligence assiginment2
Applications of artificial intelligence assiginment2Applications of artificial intelligence assiginment2
Applications of artificial intelligence assiginment2
Pal Neeraj
 
Understanding Artificial intelligence
Understanding Artificial intelligenceUnderstanding Artificial intelligence
Understanding Artificial intelligence
Ila Group
 
Artificial intelligence my ppt by hemant sankhla
Artificial intelligence my ppt by hemant sankhlaArtificial intelligence my ppt by hemant sankhla
Artificial intelligence my ppt by hemant sankhla
Hemant Sankhla
 
Applications of artificial intelligence (AI) models for management decision m...
Applications of artificial intelligence (AI) models for management decision m...Applications of artificial intelligence (AI) models for management decision m...
Applications of artificial intelligence (AI) models for management decision m...
The Higher Education Academy
 
The New-Wave of Artificial Intelligence : Labs Whitepaper
The New-Wave of Artificial Intelligence : Labs WhitepaperThe New-Wave of Artificial Intelligence : Labs Whitepaper
The New-Wave of Artificial Intelligence : Labs Whitepaper
Dean Bonehill ♠Technology for Business♠
 
Artificial inteliigence its role in m ilitary
Artificial inteliigence its role in m ilitaryArtificial inteliigence its role in m ilitary
Artificial inteliigence its role in m ilitary
Sandhyabandameeda
 
Artificial intelligence
Artificial intelligence Artificial intelligence
Artificial intelligence
TharunSangeeth
 
The Future of Machine Learning
The Future of Machine LearningThe Future of Machine Learning
The Future of Machine Learning
Russell Miles
 
Creative mornings DXB: The future of #Robots
Creative mornings DXB: The future of #RobotsCreative mornings DXB: The future of #Robots
Creative mornings DXB: The future of #Robots
Jose Berengueres
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
MonkeyDLuffy54
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligenceravijain90
 
Artificial Intelligence Progress - Tom Dietterich
Artificial Intelligence Progress - Tom DietterichArtificial Intelligence Progress - Tom Dietterich
Artificial Intelligence Progress - Tom Dietterich
Machine Learning Valencia
 
A Brief Introduction to Machine Learning.pptx
A Brief Introduction to Machine Learning.pptxA Brief Introduction to Machine Learning.pptx
A Brief Introduction to Machine Learning.pptx
MinhazulAbedin27
 
ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCE
Omkar Shinde
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
saloni sharma
 

What's hot (20)

Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
 
Presentation on Artificial Intelligence
Presentation on Artificial IntelligencePresentation on Artificial Intelligence
Presentation on Artificial Intelligence
 
Artificial intelligence 1
Artificial intelligence 1Artificial intelligence 1
Artificial intelligence 1
 
Artificial Intelligence (Ai) Powerpoint Term Pres
Artificial Intelligence (Ai) Powerpoint Term PresArtificial Intelligence (Ai) Powerpoint Term Pres
Artificial Intelligence (Ai) Powerpoint Term Pres
 
Turing Test
Turing TestTuring Test
Turing Test
 
Applications of artificial intelligence assiginment2
Applications of artificial intelligence assiginment2Applications of artificial intelligence assiginment2
Applications of artificial intelligence assiginment2
 
Understanding Artificial intelligence
Understanding Artificial intelligenceUnderstanding Artificial intelligence
Understanding Artificial intelligence
 
Artificial intelligence my ppt by hemant sankhla
Artificial intelligence my ppt by hemant sankhlaArtificial intelligence my ppt by hemant sankhla
Artificial intelligence my ppt by hemant sankhla
 
Applications of artificial intelligence (AI) models for management decision m...
Applications of artificial intelligence (AI) models for management decision m...Applications of artificial intelligence (AI) models for management decision m...
Applications of artificial intelligence (AI) models for management decision m...
 
The New-Wave of Artificial Intelligence : Labs Whitepaper
The New-Wave of Artificial Intelligence : Labs WhitepaperThe New-Wave of Artificial Intelligence : Labs Whitepaper
The New-Wave of Artificial Intelligence : Labs Whitepaper
 
Artificial inteliigence its role in m ilitary
Artificial inteliigence its role in m ilitaryArtificial inteliigence its role in m ilitary
Artificial inteliigence its role in m ilitary
 
Artificial intelligence
Artificial intelligence Artificial intelligence
Artificial intelligence
 
The Future of Machine Learning
The Future of Machine LearningThe Future of Machine Learning
The Future of Machine Learning
 
Creative mornings DXB: The future of #Robots
Creative mornings DXB: The future of #RobotsCreative mornings DXB: The future of #Robots
Creative mornings DXB: The future of #Robots
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
 
Artificial Intelligence Progress - Tom Dietterich
Artificial Intelligence Progress - Tom DietterichArtificial Intelligence Progress - Tom Dietterich
Artificial Intelligence Progress - Tom Dietterich
 
A Brief Introduction to Machine Learning.pptx
A Brief Introduction to Machine Learning.pptxA Brief Introduction to Machine Learning.pptx
A Brief Introduction to Machine Learning.pptx
 
ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCE
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
 

Similar to NEC Public Safety | Riding the Wave of Disruption in 4.0 by Walter Lee

AI (1).pdf
AI (1).pdfAI (1).pdf
AI (1).pdf
josephstanly3
 
AI.pptx
AI.pptxAI.pptx
mmt cnbdcjdhvsjdvvvvvvvvvvhskdipptx.pptx
mmt cnbdcjdhvsjdvvvvvvvvvvhskdipptx.pptxmmt cnbdcjdhvsjdvvvvvvvvvvhskdipptx.pptx
mmt cnbdcjdhvsjdvvvvvvvvvvhskdipptx.pptx
BDULQAYYUM
 
Mattingly "Data and Machine Learning"
Mattingly "Data and Machine Learning"Mattingly "Data and Machine Learning"
Mattingly "Data and Machine Learning"
National Information Standards Organization (NISO)
 
Artificial Intelligence Journey
Artificial Intelligence JourneyArtificial Intelligence Journey
Artificial Intelligence Journey
Nazli Abdul Rahman
 
Artificial intelligence
Artificial  intelligenceArtificial  intelligence
Artificial intelligence
divinemathew358
 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
Namita Hayaran
 
(r)Evolution of Machine Learning
(r)Evolution of Machine Learning(r)Evolution of Machine Learning
(r)Evolution of Machine Learning
Pankaj Tirpude
 
Assignment no 1
Assignment no 1Assignment no 1
Assignment no 1
Rana Taimoor
 
AI & robotics: Past, Present and Future
AI & robotics: Past, Present and FutureAI & robotics: Past, Present and Future
AI & robotics: Past, Present and Future
Hongmei He
 
Ai and robotics: Past, Present and Future
Ai and robotics: Past, Present and FutureAi and robotics: Past, Present and Future
Ai and robotics: Past, Present and Future
Hongmei He
 
Whole basic
Whole basicWhole basic
Whole basic
amitp26
 
Rise of Artificial Intelligence (AI)
Rise of Artificial Intelligence (AI)Rise of Artificial Intelligence (AI)
Rise of Artificial Intelligence (AI)
Harris Mubeen
 
Artificial intelligence tapan
Artificial intelligence tapanArtificial intelligence tapan
Artificial intelligence tapan
Tapan Khilar
 
AI and Healthcare 2023.pdf
AI and Healthcare 2023.pdfAI and Healthcare 2023.pdf
AI and Healthcare 2023.pdf
KR_Barker
 
AI and Healthcare 2023.pdf
AI and Healthcare 2023.pdfAI and Healthcare 2023.pdf
AI and Healthcare 2023.pdf
KR_Barker
 
Artificial inteligence
Artificial inteligenceArtificial inteligence
Artificial inteligence
RajThakuri
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
Aakash kumar
 
Artificial Intelligence Presentation
Artificial Intelligence PresentationArtificial Intelligence Presentation
Artificial Intelligence Presentationlpaviglianiti
 

Similar to NEC Public Safety | Riding the Wave of Disruption in 4.0 by Walter Lee (20)

AI (1).pdf
AI (1).pdfAI (1).pdf
AI (1).pdf
 
AI.pptx
AI.pptxAI.pptx
AI.pptx
 
mmt cnbdcjdhvsjdvvvvvvvvvvhskdipptx.pptx
mmt cnbdcjdhvsjdvvvvvvvvvvhskdipptx.pptxmmt cnbdcjdhvsjdvvvvvvvvvvhskdipptx.pptx
mmt cnbdcjdhvsjdvvvvvvvvvvhskdipptx.pptx
 
Mattingly "Data and Machine Learning"
Mattingly "Data and Machine Learning"Mattingly "Data and Machine Learning"
Mattingly "Data and Machine Learning"
 
Artificial Intelligence Journey
Artificial Intelligence JourneyArtificial Intelligence Journey
Artificial Intelligence Journey
 
Artificial intelligence
Artificial  intelligenceArtificial  intelligence
Artificial intelligence
 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
 
(r)Evolution of Machine Learning
(r)Evolution of Machine Learning(r)Evolution of Machine Learning
(r)Evolution of Machine Learning
 
Assignment no 1
Assignment no 1Assignment no 1
Assignment no 1
 
AI & robotics: Past, Present and Future
AI & robotics: Past, Present and FutureAI & robotics: Past, Present and Future
AI & robotics: Past, Present and Future
 
Ai and robotics: Past, Present and Future
Ai and robotics: Past, Present and FutureAi and robotics: Past, Present and Future
Ai and robotics: Past, Present and Future
 
Whole basic
Whole basicWhole basic
Whole basic
 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
 
Rise of Artificial Intelligence (AI)
Rise of Artificial Intelligence (AI)Rise of Artificial Intelligence (AI)
Rise of Artificial Intelligence (AI)
 
Artificial intelligence tapan
Artificial intelligence tapanArtificial intelligence tapan
Artificial intelligence tapan
 
AI and Healthcare 2023.pdf
AI and Healthcare 2023.pdfAI and Healthcare 2023.pdf
AI and Healthcare 2023.pdf
 
AI and Healthcare 2023.pdf
AI and Healthcare 2023.pdfAI and Healthcare 2023.pdf
AI and Healthcare 2023.pdf
 
Artificial inteligence
Artificial inteligenceArtificial inteligence
Artificial inteligence
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
 
Artificial Intelligence Presentation
Artificial Intelligence PresentationArtificial Intelligence Presentation
Artificial Intelligence Presentation
 

More from NEC Public Safety

NEC Public Safety | NEC Airport Security Advances with Business Traveller
NEC Public Safety | NEC Airport Security Advances with Business Traveller NEC Public Safety | NEC Airport Security Advances with Business Traveller
NEC Public Safety | NEC Airport Security Advances with Business Traveller
NEC Public Safety
 
NEC Public Safety | NEC XON 2020 Vision by Walter Lee
NEC Public Safety | NEC XON 2020 Vision by Walter LeeNEC Public Safety | NEC XON 2020 Vision by Walter Lee
NEC Public Safety | NEC XON 2020 Vision by Walter Lee
NEC Public Safety
 
NEC Public Safety | The Global Risks to Policing from the Fusion of the Real ...
NEC Public Safety | The Global Risks to Policing from the Fusion of the Real ...NEC Public Safety | The Global Risks to Policing from the Fusion of the Real ...
NEC Public Safety | The Global Risks to Policing from the Fusion of the Real ...
NEC Public Safety
 
NEC Public Safety | The Global Risk to Policing from the Fusion of the Real W...
NEC Public Safety | The Global Risk to Policing from the Fusion of the Real W...NEC Public Safety | The Global Risk to Policing from the Fusion of the Real W...
NEC Public Safety | The Global Risk to Policing from the Fusion of the Real W...
NEC Public Safety
 
NEC Public Safety | New Technologies to Investigate Human Trafficking and Mig...
NEC Public Safety | New Technologies to Investigate Human Trafficking and Mig...NEC Public Safety | New Technologies to Investigate Human Trafficking and Mig...
NEC Public Safety | New Technologies to Investigate Human Trafficking and Mig...
NEC Public Safety
 
NEC Public Safety | Innovation Can Be Channeled to Solve Future Challenges
NEC Public Safety | Innovation Can Be Channeled to Solve Future Challenges NEC Public Safety | Innovation Can Be Channeled to Solve Future Challenges
NEC Public Safety | Innovation Can Be Channeled to Solve Future Challenges
NEC Public Safety
 
NEC Public Safety | Technology Foresight Evolution or Revolution by Walter Lee
NEC Public Safety | Technology Foresight Evolution or Revolution by Walter LeeNEC Public Safety | Technology Foresight Evolution or Revolution by Walter Lee
NEC Public Safety | Technology Foresight Evolution or Revolution by Walter Lee
NEC Public Safety
 
NEC Public Safety | Govware 2018 AI for Next Gen Cyber Defence by Walter Lee
NEC Public Safety | Govware 2018 AI for Next Gen Cyber Defence by Walter LeeNEC Public Safety | Govware 2018 AI for Next Gen Cyber Defence by Walter Lee
NEC Public Safety | Govware 2018 AI for Next Gen Cyber Defence by Walter Lee
NEC Public Safety
 
NEC Public Safety | Biometric for Safer Cities
NEC Public Safety | Biometric for Safer CitiesNEC Public Safety | Biometric for Safer Cities
NEC Public Safety | Biometric for Safer Cities
NEC Public Safety
 
NEC Public Safety | Digital Identity for Banks
NEC Public Safety | Digital Identity for BanksNEC Public Safety | Digital Identity for Banks
NEC Public Safety | Digital Identity for Banks
NEC Public Safety
 
NEC Public Safety | Facing the Odds in Gaming Industry
NEC Public Safety | Facing the Odds in Gaming IndustryNEC Public Safety | Facing the Odds in Gaming Industry
NEC Public Safety | Facing the Odds in Gaming Industry
NEC Public Safety
 
NEC Public Safety | Digital Identity for a Secured World
NEC Public Safety | Digital Identity for a Secured WorldNEC Public Safety | Digital Identity for a Secured World
NEC Public Safety | Digital Identity for a Secured World
NEC Public Safety
 
NEC Public Safety | Safe Cities Index 2017
NEC Public Safety | Safe Cities Index 2017NEC Public Safety | Safe Cities Index 2017
NEC Public Safety | Safe Cities Index 2017
NEC Public Safety
 
NEC Public Safety | Integrating Physical & Cyber Security
NEC Public Safety | Integrating Physical & Cyber SecurityNEC Public Safety | Integrating Physical & Cyber Security
NEC Public Safety | Integrating Physical & Cyber Security
NEC Public Safety
 
NEC Public Safety | City Planner Handbook
NEC Public Safety | City Planner HandbookNEC Public Safety | City Planner Handbook
NEC Public Safety | City Planner Handbook
NEC Public Safety
 

More from NEC Public Safety (15)

NEC Public Safety | NEC Airport Security Advances with Business Traveller
NEC Public Safety | NEC Airport Security Advances with Business Traveller NEC Public Safety | NEC Airport Security Advances with Business Traveller
NEC Public Safety | NEC Airport Security Advances with Business Traveller
 
NEC Public Safety | NEC XON 2020 Vision by Walter Lee
NEC Public Safety | NEC XON 2020 Vision by Walter LeeNEC Public Safety | NEC XON 2020 Vision by Walter Lee
NEC Public Safety | NEC XON 2020 Vision by Walter Lee
 
NEC Public Safety | The Global Risks to Policing from the Fusion of the Real ...
NEC Public Safety | The Global Risks to Policing from the Fusion of the Real ...NEC Public Safety | The Global Risks to Policing from the Fusion of the Real ...
NEC Public Safety | The Global Risks to Policing from the Fusion of the Real ...
 
NEC Public Safety | The Global Risk to Policing from the Fusion of the Real W...
NEC Public Safety | The Global Risk to Policing from the Fusion of the Real W...NEC Public Safety | The Global Risk to Policing from the Fusion of the Real W...
NEC Public Safety | The Global Risk to Policing from the Fusion of the Real W...
 
NEC Public Safety | New Technologies to Investigate Human Trafficking and Mig...
NEC Public Safety | New Technologies to Investigate Human Trafficking and Mig...NEC Public Safety | New Technologies to Investigate Human Trafficking and Mig...
NEC Public Safety | New Technologies to Investigate Human Trafficking and Mig...
 
NEC Public Safety | Innovation Can Be Channeled to Solve Future Challenges
NEC Public Safety | Innovation Can Be Channeled to Solve Future Challenges NEC Public Safety | Innovation Can Be Channeled to Solve Future Challenges
NEC Public Safety | Innovation Can Be Channeled to Solve Future Challenges
 
NEC Public Safety | Technology Foresight Evolution or Revolution by Walter Lee
NEC Public Safety | Technology Foresight Evolution or Revolution by Walter LeeNEC Public Safety | Technology Foresight Evolution or Revolution by Walter Lee
NEC Public Safety | Technology Foresight Evolution or Revolution by Walter Lee
 
NEC Public Safety | Govware 2018 AI for Next Gen Cyber Defence by Walter Lee
NEC Public Safety | Govware 2018 AI for Next Gen Cyber Defence by Walter LeeNEC Public Safety | Govware 2018 AI for Next Gen Cyber Defence by Walter Lee
NEC Public Safety | Govware 2018 AI for Next Gen Cyber Defence by Walter Lee
 
NEC Public Safety | Biometric for Safer Cities
NEC Public Safety | Biometric for Safer CitiesNEC Public Safety | Biometric for Safer Cities
NEC Public Safety | Biometric for Safer Cities
 
NEC Public Safety | Digital Identity for Banks
NEC Public Safety | Digital Identity for BanksNEC Public Safety | Digital Identity for Banks
NEC Public Safety | Digital Identity for Banks
 
NEC Public Safety | Facing the Odds in Gaming Industry
NEC Public Safety | Facing the Odds in Gaming IndustryNEC Public Safety | Facing the Odds in Gaming Industry
NEC Public Safety | Facing the Odds in Gaming Industry
 
NEC Public Safety | Digital Identity for a Secured World
NEC Public Safety | Digital Identity for a Secured WorldNEC Public Safety | Digital Identity for a Secured World
NEC Public Safety | Digital Identity for a Secured World
 
NEC Public Safety | Safe Cities Index 2017
NEC Public Safety | Safe Cities Index 2017NEC Public Safety | Safe Cities Index 2017
NEC Public Safety | Safe Cities Index 2017
 
NEC Public Safety | Integrating Physical & Cyber Security
NEC Public Safety | Integrating Physical & Cyber SecurityNEC Public Safety | Integrating Physical & Cyber Security
NEC Public Safety | Integrating Physical & Cyber Security
 
NEC Public Safety | City Planner Handbook
NEC Public Safety | City Planner HandbookNEC Public Safety | City Planner Handbook
NEC Public Safety | City Planner Handbook
 

Recently uploaded

CBO’s Outlook for U.S. Fertility Rates: 2024 to 2054
CBO’s Outlook for U.S. Fertility Rates: 2024 to 2054CBO’s Outlook for U.S. Fertility Rates: 2024 to 2054
CBO’s Outlook for U.S. Fertility Rates: 2024 to 2054
Congressional Budget Office
 
2024: The FAR - Federal Acquisition Regulations, Part 39
2024: The FAR - Federal Acquisition Regulations, Part 392024: The FAR - Federal Acquisition Regulations, Part 39
2024: The FAR - Federal Acquisition Regulations, Part 39
JSchaus & Associates
 
State crafting: Changes and challenges for managing the public finances
State crafting: Changes and challenges for managing the public financesState crafting: Changes and challenges for managing the public finances
State crafting: Changes and challenges for managing the public finances
ResolutionFoundation
 
Monitoring Health for the SDGs - Global Health Statistics 2024 - WHO
Monitoring Health for the SDGs - Global Health Statistics 2024 - WHOMonitoring Health for the SDGs - Global Health Statistics 2024 - WHO
Monitoring Health for the SDGs - Global Health Statistics 2024 - WHO
Christina Parmionova
 
A proposed request for information on LIHTC
A proposed request for information on LIHTCA proposed request for information on LIHTC
A proposed request for information on LIHTC
Roger Valdez
 
2024: The FAR - Federal Acquisition Regulations, Part 37
2024: The FAR - Federal Acquisition Regulations, Part 372024: The FAR - Federal Acquisition Regulations, Part 37
2024: The FAR - Federal Acquisition Regulations, Part 37
JSchaus & Associates
 
如何办理(uoit毕业证书)加拿大安大略理工大学毕业证文凭证书录取通知原版一模一样
如何办理(uoit毕业证书)加拿大安大略理工大学毕业证文凭证书录取通知原版一模一样如何办理(uoit毕业证书)加拿大安大略理工大学毕业证文凭证书录取通知原版一模一样
如何办理(uoit毕业证书)加拿大安大略理工大学毕业证文凭证书录取通知原版一模一样
850fcj96
 
Preliminary findings _OECD field visits to ten regions in the TSI EU mining r...
Preliminary findings _OECD field visits to ten regions in the TSI EU mining r...Preliminary findings _OECD field visits to ten regions in the TSI EU mining r...
Preliminary findings _OECD field visits to ten regions in the TSI EU mining r...
OECDregions
 
Donate to charity during this holiday season
Donate to charity during this holiday seasonDonate to charity during this holiday season
Donate to charity during this holiday season
SERUDS INDIA
 
Transit-Oriented Development Study Working Group Meeting
Transit-Oriented Development Study Working Group MeetingTransit-Oriented Development Study Working Group Meeting
Transit-Oriented Development Study Working Group Meeting
Cuyahoga County Planning Commission
 
Invitation Letter for an alumni association
Invitation Letter for an alumni associationInvitation Letter for an alumni association
Invitation Letter for an alumni association
elmerdalida001
 
Get Government Grants and Assistance Program
Get Government Grants and Assistance ProgramGet Government Grants and Assistance Program
Get Government Grants and Assistance Program
Get Government Grants
 
kupon sample qurban masjid indonesia terbaru.pptx
kupon sample qurban masjid indonesia terbaru.pptxkupon sample qurban masjid indonesia terbaru.pptx
kupon sample qurban masjid indonesia terbaru.pptx
viderakai
 
PNRR MADRID GREENTECH FOR BROWN NETWORKS NETWORKS MUR_MUSA_TEBALDI.pdf
PNRR MADRID GREENTECH FOR BROWN NETWORKS NETWORKS MUR_MUSA_TEBALDI.pdfPNRR MADRID GREENTECH FOR BROWN NETWORKS NETWORKS MUR_MUSA_TEBALDI.pdf
PNRR MADRID GREENTECH FOR BROWN NETWORKS NETWORKS MUR_MUSA_TEBALDI.pdf
ClaudioTebaldi2
 
Uniform Guidance 3.0 - The New 2 CFR 200
Uniform Guidance 3.0 - The New 2 CFR 200Uniform Guidance 3.0 - The New 2 CFR 200
Uniform Guidance 3.0 - The New 2 CFR 200
GrantManagementInsti
 
ZGB - The Role of Generative AI in Government transformation.pdf
ZGB - The Role of Generative AI in Government transformation.pdfZGB - The Role of Generative AI in Government transformation.pdf
ZGB - The Role of Generative AI in Government transformation.pdf
Saeed Al Dhaheri
 
Effects of Extreme Temperatures From Climate Change on the Medicare Populatio...
Effects of Extreme Temperatures From Climate Change on the Medicare Populatio...Effects of Extreme Temperatures From Climate Change on the Medicare Populatio...
Effects of Extreme Temperatures From Climate Change on the Medicare Populatio...
Congressional Budget Office
 
快速制作(ocad毕业证书)加拿大安大略艺术设计学院毕业证本科学历雅思成绩单原版一模一样
快速制作(ocad毕业证书)加拿大安大略艺术设计学院毕业证本科学历雅思成绩单原版一模一样快速制作(ocad毕业证书)加拿大安大略艺术设计学院毕业证本科学历雅思成绩单原版一模一样
快速制作(ocad毕业证书)加拿大安大略艺术设计学院毕业证本科学历雅思成绩单原版一模一样
850fcj96
 
2017 Omnibus Rules on Appointments and Other Human Resource Actions, As Amended
2017 Omnibus Rules on Appointments and Other Human Resource Actions, As Amended2017 Omnibus Rules on Appointments and Other Human Resource Actions, As Amended
2017 Omnibus Rules on Appointments and Other Human Resource Actions, As Amended
johnmarimigallon
 
2024: The FAR - Federal Acquisition Regulations, Part 38
2024: The FAR - Federal Acquisition Regulations, Part 382024: The FAR - Federal Acquisition Regulations, Part 38
2024: The FAR - Federal Acquisition Regulations, Part 38
JSchaus & Associates
 

Recently uploaded (20)

CBO’s Outlook for U.S. Fertility Rates: 2024 to 2054
CBO’s Outlook for U.S. Fertility Rates: 2024 to 2054CBO’s Outlook for U.S. Fertility Rates: 2024 to 2054
CBO’s Outlook for U.S. Fertility Rates: 2024 to 2054
 
2024: The FAR - Federal Acquisition Regulations, Part 39
2024: The FAR - Federal Acquisition Regulations, Part 392024: The FAR - Federal Acquisition Regulations, Part 39
2024: The FAR - Federal Acquisition Regulations, Part 39
 
State crafting: Changes and challenges for managing the public finances
State crafting: Changes and challenges for managing the public financesState crafting: Changes and challenges for managing the public finances
State crafting: Changes and challenges for managing the public finances
 
Monitoring Health for the SDGs - Global Health Statistics 2024 - WHO
Monitoring Health for the SDGs - Global Health Statistics 2024 - WHOMonitoring Health for the SDGs - Global Health Statistics 2024 - WHO
Monitoring Health for the SDGs - Global Health Statistics 2024 - WHO
 
A proposed request for information on LIHTC
A proposed request for information on LIHTCA proposed request for information on LIHTC
A proposed request for information on LIHTC
 
2024: The FAR - Federal Acquisition Regulations, Part 37
2024: The FAR - Federal Acquisition Regulations, Part 372024: The FAR - Federal Acquisition Regulations, Part 37
2024: The FAR - Federal Acquisition Regulations, Part 37
 
如何办理(uoit毕业证书)加拿大安大略理工大学毕业证文凭证书录取通知原版一模一样
如何办理(uoit毕业证书)加拿大安大略理工大学毕业证文凭证书录取通知原版一模一样如何办理(uoit毕业证书)加拿大安大略理工大学毕业证文凭证书录取通知原版一模一样
如何办理(uoit毕业证书)加拿大安大略理工大学毕业证文凭证书录取通知原版一模一样
 
Preliminary findings _OECD field visits to ten regions in the TSI EU mining r...
Preliminary findings _OECD field visits to ten regions in the TSI EU mining r...Preliminary findings _OECD field visits to ten regions in the TSI EU mining r...
Preliminary findings _OECD field visits to ten regions in the TSI EU mining r...
 
Donate to charity during this holiday season
Donate to charity during this holiday seasonDonate to charity during this holiday season
Donate to charity during this holiday season
 
Transit-Oriented Development Study Working Group Meeting
Transit-Oriented Development Study Working Group MeetingTransit-Oriented Development Study Working Group Meeting
Transit-Oriented Development Study Working Group Meeting
 
Invitation Letter for an alumni association
Invitation Letter for an alumni associationInvitation Letter for an alumni association
Invitation Letter for an alumni association
 
Get Government Grants and Assistance Program
Get Government Grants and Assistance ProgramGet Government Grants and Assistance Program
Get Government Grants and Assistance Program
 
kupon sample qurban masjid indonesia terbaru.pptx
kupon sample qurban masjid indonesia terbaru.pptxkupon sample qurban masjid indonesia terbaru.pptx
kupon sample qurban masjid indonesia terbaru.pptx
 
PNRR MADRID GREENTECH FOR BROWN NETWORKS NETWORKS MUR_MUSA_TEBALDI.pdf
PNRR MADRID GREENTECH FOR BROWN NETWORKS NETWORKS MUR_MUSA_TEBALDI.pdfPNRR MADRID GREENTECH FOR BROWN NETWORKS NETWORKS MUR_MUSA_TEBALDI.pdf
PNRR MADRID GREENTECH FOR BROWN NETWORKS NETWORKS MUR_MUSA_TEBALDI.pdf
 
Uniform Guidance 3.0 - The New 2 CFR 200
Uniform Guidance 3.0 - The New 2 CFR 200Uniform Guidance 3.0 - The New 2 CFR 200
Uniform Guidance 3.0 - The New 2 CFR 200
 
ZGB - The Role of Generative AI in Government transformation.pdf
ZGB - The Role of Generative AI in Government transformation.pdfZGB - The Role of Generative AI in Government transformation.pdf
ZGB - The Role of Generative AI in Government transformation.pdf
 
Effects of Extreme Temperatures From Climate Change on the Medicare Populatio...
Effects of Extreme Temperatures From Climate Change on the Medicare Populatio...Effects of Extreme Temperatures From Climate Change on the Medicare Populatio...
Effects of Extreme Temperatures From Climate Change on the Medicare Populatio...
 
快速制作(ocad毕业证书)加拿大安大略艺术设计学院毕业证本科学历雅思成绩单原版一模一样
快速制作(ocad毕业证书)加拿大安大略艺术设计学院毕业证本科学历雅思成绩单原版一模一样快速制作(ocad毕业证书)加拿大安大略艺术设计学院毕业证本科学历雅思成绩单原版一模一样
快速制作(ocad毕业证书)加拿大安大略艺术设计学院毕业证本科学历雅思成绩单原版一模一样
 
2017 Omnibus Rules on Appointments and Other Human Resource Actions, As Amended
2017 Omnibus Rules on Appointments and Other Human Resource Actions, As Amended2017 Omnibus Rules on Appointments and Other Human Resource Actions, As Amended
2017 Omnibus Rules on Appointments and Other Human Resource Actions, As Amended
 
2024: The FAR - Federal Acquisition Regulations, Part 38
2024: The FAR - Federal Acquisition Regulations, Part 382024: The FAR - Federal Acquisition Regulations, Part 38
2024: The FAR - Federal Acquisition Regulations, Part 38
 

NEC Public Safety | Riding the Wave of Disruption in 4.0 by Walter Lee

  • 2. 1.0 • 1784 • Steam Engine 2.0 • 1870 • Assembly Line 3.0 • 1969 • Automation • Computerisation 4.0 • NOW! • IOT; A.I; Big-Data • Cyber-Physical Integration
  • 3.
  • 4.
  • 5.
  • 6.
  • 7. Digital Transformation drives Business Transformation 1990 (Browser) 2004 (Facebook) NOW!
  • 8. The 1st Leap The 2nd Leap The 3rd Leap Toy problem Rule based machine learning Rules must be written by humans Machine Learning Rules can be derived from data 1950s 1980s 2010s AI and Machine Learning Technology Machine Learning AI technology Text recognition Image recognition (Face recognition, etc.) Prediction Earlier anomaly detection Discover rules from spatial perspective Discover rules from temporal perspective Prediction Earlier anomaly detection Technologies to replicate leaning abilities of humans (One of the AI technologies) ・・・ Automatic ordering Automated driving Scheduling Recognition and understanding Predicting and inferring Planning and optimization
  • 9. Evolution of Artificial Intelligence Human intellectual activities Artificial Intelligence (AI) = Technologies to replicate human intellectual activities with computers AI AI AI AI Learning Recognition and understanding Predicting and inferring Planning and optimization (Machine) Learning ・・・ This is the optimal route. This is a cat. Patterns found. This product will sell well tomorrow. Recognition and understanding Predicting and inferring Planning and optimization ・・・
  • 10. Done by humans Done by humans Done by humans Values Enhancement through AI Evolution Analysis PrescriptionVisualization What happened? (Surveillance solutions) Why did it happen? (Cause analysis solutions) What will happen next? (Prediction solutions) What should be done? (Automatic response/prevention solutions) Value enhancement Understanding of current situation Decision making Rapid response Prevention
  • 11. Social Value Enhancement having two directions for AI in mind Problems without clear goals ●Management decisions ●Caring for people ●New product development Problems with clear target Visualization Analysis Prescription ●Urban security ●Quality management Overwhelming efficiency Wise suggestions to humans (human ability augmentation by AI)
  • 12. IAC, IOT and ICP impact Integrated & Intelligent Operations Center Counter Terrorism (Used by Police Forces) Border Control (Used by Customs & Immigration) City Surveillance (Used by City Ops) IAC (Inter-Agency Collaboration) IOT (Internet Of Things) ICP (Integration of Cyber- Physical) I2OC
  • 13. How is it accomplished? •A.I. with NEC the WISE •Biometrics with •Counter Terrorism Platform • Enhanced Video Analytics
  • 15.
  • 16.
  • 17. IoT Five Layer Architecture Mode
  • 18. NOC Integrated and Intelligent Operations Centre (I2OC) for Smart Cities Situational Awareness Info Dissemination Risk Assessment Recommendation Resource Dispatch 1) Data Aggregation 2) Analytics 3) Risk Assessment Engine 4) Recommendation Engine 5) Authorization Organization A Organization B CSOC PSOC External SourceEnterprise SOC L2: Security Environments L3: Integration & Analytics L4: Command & Control System SCALABLE ADAPTIVEL1: Network/Sensors SCADA Physical Surveillance Sensors (Cams and VMS) Cybersecurity Sensors IoT Identity/Profile Workflow Business Rule Ticketing System REAL-TIME
  • 19. More Use Cases and Information http://www.nec.com/en/global/highlights/safety/campaign /