Understanding Computational Intelligence

Dr. David Fogel, President of Natural Selection, Inc. and the Co-Chair of 2017 IEEE Symposium Series on Computational Intelligence participates in Risk Roundup to discuss “Computational Intelligence”.

Overview

Computational Intelligence is about building intelligent agents. Intelligent agents, intelligence, and the ability to take effective decisions to forecast future has fascinated individuals and entities across nations: its government, industries, organizations and academia (NGIOA) since its early existence.

Irrespective of NGIOA, accurate predictions based on sound decision making process and intelligence is essential, as forecasting errors or bad decisions based on bad intelligence involves much more than loss of money. This is where computational intelligence shows tremendous promise. The ability of a computer to learn a specific task from any and all available data and take the right decision is changing not only the fundamentals of computational intelligence but also how we address complex real-world problems to which mathematical or traditional modelling is not generally effective.

It is believed by many that the current technological momentum which covers many disruptive technologies such as ‘Internet of Things’, ‘big-data’, ‘cloud-computing’, ‘deep-learning’ and more, is not only the beginning of a new industrial revolution, but that the developments in Artificial Intelligence will be driving the transformation process across nations: its government, industries, organizations and academia (NGIOA) in cyberspace, geospace and space (CGS).

It is important that we evaluate:

  • Artificial Intelligence as the driver of emerging industrial revolution that is expected to fundamentally transform NGIOA in cyberspace, geospace and space (CGS)
  • Trends with respect to computing technologies
  • Intelligent activity or intelligence, and how can that be implemented in computers
  • State of computer intelligence today
  • Fundamentals of computer intelligence
  • Understanding of human intelligence that drives intelligence in computers
  • Advances in the computational principles of computational intelligence
  • Origin of the intelligence progress
  • Applying computational intelligence to create value
  • Intelligent systems
  • Endpoint for computational intelligence
  • Challenges for computational intelligence

As we understand the science of intelligence further, and build intelligent systems, fundamental changes and challenges are expected across nations: its government, industries, organizations and academia (NGIOA) in cyberspace, geospace and space (CGS).

It is time to evaluate computational intelligence.


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About the Guest

Dr. David Fogel received the Ph.D. in engineering sciences (systems science) from UCSD in 1992. He earned the B.S. degree in mathematical sciences (probability and statistics) from UCSB in 1985. Dr. Fogel is an internationally recognized scientist, speaker, and engineer. In 1999, he was elevated to the status of IEEE Fellow, the then second-youngest Fellow in the history of the world’s largest organization of professional engineers. In 2004, he received an IEEE Technical Field Award, and he has received numerous other distinctions, including San Diego Distinguished Scientist of the Year from Sigma Xi, the CajAstur Prize for Soft Computing, and he received an honorary doctorate in 2008 from the University of Pretoria. In 2009, Dr. Fogel was named one of the top-100 most influential alumni in the then 50-year history of the University of California at San Diego. In 2014, Dr. Fogel was recognized as an “AI Hero” by the 150-member artificial intelligence team at Lockheed Martin.

Dr. Fogel’s experience includes 30 years of pioneering contributions in the field of computational intelligence. He has over 200 technical publications, and a variety of non-technical articles for general audiences. In 1996, Dr. Fogel became the founding editor-in-chief of the IEEE Transactions on Evolutionary Computation, which now ranks typically in the top 3 of all computer science journals for impact factor annually. He also served as editor-in-chief of BioSystems from 2001-2008. In 1993, Dr. Fogel co-founded Natural Selection, Inc., an award-winning woman-owned small business that focuses on applying computational intelligence to challenging problems. In 2006, Dr. Fogel co-founded Natural Selection Financial, Inc. a registered investment advisory firm and served as a hedge fund manager from 2008-2010. Dr. Fogel also is co-inventor of EffectCheck(R), an online system for evaluating the emotional content in communication.

About the Host of Risk Roundup
Jayshree Pandya (née Bhatt) is a visionary leader, who is working passionately with imagination, insight and boldness to achieve “Global Peace through Risk Management”. It is her strong belief that collaboration between and across nations: its government, industries, organizations and academia (NGIOA) will be mutually beneficial to all—for not only in the identification and understanding of critical risks facing one nation, but also for managing the interconnected and interdependent risks facing all nations. She calls on nations to build a shared sense of identity and purpose, for how the NGIOA framework is structured will determine the survival and success of nations in the digital global age. She sees the big picture, thinks strategically and works with the power of intentionality and alignment for a higher purpose—for her eyes are not just on the near at hand but on the future of humanity!
At Risk Group, Jayshree is defining the language of risks and currently developing thought leadership, researching needed practices, tools, framework and systems to manage the “strategic and shared risks” facing nations in a “Global Age”. She believes that cyberspace cannot be secured if NGIOA works in silo within and across its geographical boundaries. As cyber-security requires an integrated NGIOA approach with a common language, she has recently launched “cyber-security risk research center” that will merge the boundaries of “geo-security, cyber-security and space-security”.
Previously, she launched and managed “Risk Management Matters”, an online risk journal and one of the first risk publications, publishing “Industry Risk Reports of Biotechnology, Energy, Healthcare, Nanotechnology, and Natural Disasters” over the course of five years. Jayshree’s inaugural book, “The Global Age: NGIOA @ Risk”, was published by Springer in 2012.

About Risk Roundup

“Risk Roundup” is an “integrated strategic security risk dialogue” for nations: its government,  industries, organizations and academia (NGIOA) in cyberspace, geospace and space (CGS).Risk Roundup is released in both audio (Podcast) and video (Webcast) format and is available for subscription at (Risk Group WebsiteiTunesGoogle PlayStitcher RadioAndroid, and Risk Group Professional Social Media).

About Risk Group
Risk Group believes that risk management, security and peace walk together hand in hand. Though security is related to management of threats and peace to the management of conflict, risk management is related to management of security vulnerabilities as well as management of conflict, and it is not possible to conceive any one of the three without the existence of the other two. All three concepts feed into each other. Risk Group believes that the security we build for ourselves is precarious and uncertain until it is secured for everyone across nations. Tradition becomes our security-so if we build a culture of managing risks effectively it will lead us to security and security will lead us to peace!

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