Dr. Chris Nwosisi, CW Evening Computer Networking
Chairperson has been invited to serve as Conference Program Chair at the 2015
International Conference on Software and Information Engineering to be held on
May 4-5 in Dubai, United Arab Emirates. Dr. Nwosisi will be presenting a
paper entitled, “A Novel Definition of an Efficient Binary Decision Tree”, in
which he’ll present a novel genetic algorithm used to construct decision trees
of increased accuracy and efficiency.
Decision trees have been well studied, widely used
in knowledge discovery and decision support systems. Decision tree software is
used in many areas, computing, medicine and business. In the computing world,
the decision tree is a very popular algorithm for data mining and machine
learning. In medicine, clinical decision support systems are used for such
things as triage, diagnosis, and analysis of patient data. They are simple and
practical prediction models but often suffer from excessive complexity and can
even be incomprehensible. In Dr. Nwosisi’s study, a genetic algorithm is
used to construct decision trees of increased accuracy and efficiency compared
to those constructed by the conventional ID3 or C4.5 decision tree building
algorithms. An improved definition of an efficient binary decision tree
is proposed and evaluated – instead of simply using the number of nodes in a
tree, the average number of questions asked in the tree for all the database
entries is proposed.
Dr. Nwosisi graduated with a Bachelor’s
Degree in Computer Science from Hunter College of CUNY, a diploma of
Application Design from Columbia University, an M.S. degree in Management of
Technology from Polytechnic University, and a D.P.S. in Computing from Pace
University. At all of these institutions, he was awarded a number of
honors for academic excellence and for unusual achievement in basic research.
Currently, he is a senior member of the Institute of Electrical Electronic
Engineer Computer Society (IEEE).
He has
served as Research Chair, Education Chair, Membership Chair, Certification
Systems Professional Coordinator, and a member of the Board of Directors for
the Association for System Management (ASM) - New York Chapter. He has
also served as a member of the Planning Committee, Treasurer, Secretary and a
member of the executive committee for the Institute of Electrical Electronic
Engineer Computer Society (IEEE) - New York Chapter.
Dr.
Nwosisi was an outstanding communicator in his over 20-year tenure in vascular
surgery at Montefiore Medical Center and Albert Einstein College of Medicine in
New York (USA). He was an outstanding research coordinator as a result of
his outstanding ability to communicate with various members of the research
team at all levels within the organization. Much of this research dealt with
the underlying mechanisms of computing to predict bypass graft patency,
abdominal aortic aneurysm rupture, deep venous thrombosis, vascular laboratory
workflow and patient centered care in healthcare systems.
During
his tenure at Montefiore Medical Center and the several years immediately
following it, Dr. Nwosisi engaged in a large number of clinical research
projects, numbering more than 250+. Almost all of these projects resulted
in presentations at important international, national and regional
meetings. Most of these projects resulted in the publication of over 200
articles in major peer-reviewed journals. .
To
date, Dr. Nwosisi has been the foundation for allowing the research team at
Montefiore Medical Center to author or co-author various vascular textbooks,
review articles, book chapters, and new research ideas changing the treatment
options of patients afflicted with vascular disease.
In
addition, Dr. Nwosisi is a charismatic teacher and mentor who is admired and
respected by his trainees/colleagues at the college level,
medical/nursing/administrative level, medical/surgical resident level and
physician level. He is a most articulate speaker who presents extremely
well at international, national and regional conferences. He is a
talented researcher and computer technologist who is commonly asked to tackle
complex research problems in members of our faculty and by other physicians.
For more information
about the ICSIE conference visit: http://www.icsie.org/index.html
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