Download 03-Dr Hammad

Dr. Hammad Majeed
Areas of Interest
o
Artificial Intelligence and Machine Learning



Evolutionary Algorithms
Data Mining
Image Processing
Possible applications of AI
• Business
– Stock Predictions
– Organizing operations
– Aug 2001, AI beat humans in a simulated financial trading
competition
• Medical
– Medical Diagnosis
– Cancer Detection
– Mammography
• Heavy industry
– Robots
– General Motors uses around 16,000 robots for painting,
welding, and assembly
Possible applications of AI (contd…)
• Toys and Games
– Robots for fun
First widely released robot,
Furby
Domestic robot for
carpet cleaning
Aibo, a robotic dog with
intelligent features
Possible applications of AI (contd…)
• Aviation
– Simulators
– NASA used it to design an antenna for their space
shuttle
• Others
– Optical character recognition
– Handwriting recognition
– Face recognition, Speech Recognition
We have expertise in all the aforementioned areas and are
ready to work with/for you
Congestion Detection and Efficient Road
Traffic Routing
• Motivation
– Our roads are not enough and ready to handle all this traffic
– This traffic needs to be routed to less congested roads
– Drivers should be informed of the bottlenecks and deadlocks on the
roads concerned to him
• Goal
– Detection of Congestion, and what we call a congestion, dead stop,
5km/hr etc.
– Use of adaptive methods to find the most efficient routes
• Beneficiary
– Drivers, Local Transport Authority, General public, Medical facilities
(less accidents)
• Deployment
– We like to use a busy hub of capital as a case study and then expand it
to other places of the city and country
What you should take back ?
Data?Mining
Data of the
daily
transactions
of a grocery
store
Powerful and
Intelligent
Data Analysis
technique
Measures Taken
1.Move the beer display closer to
the diaper display
2.Beer and diapers were sold at
full price on Thursdays
Discoveries
A ) When men bought
diapers on Thursdays
and Saturdays, they
also tended to buy beer
B) Shoppers typically did
their weekly grocery
shopping on Saturdays
C) On Thursdays, they only
bought a few items
Men purchased
the beer to have it
available for the
upcoming
weekend
Conclusion
• Almost all organizations record data
• Do consider using Data Mining techniques
• If properly used, it can re-shape your business
Bring your data to us and we shall tell you
who is your friend and who is cheating you. 