The latest development in data mining, predictive modeling, marketing analytics, artificial intelligence, analytics, intelligent agents, semiconductors, distributing computing, and network security. SAS, Fair Isaac, Microsoft Analysis Services, SPSS, Cognos, Hyperion, Business Objects, Oracle, KXEN,or R. Healthcare, Pharmaceutical,Retail, CPG, Travel, Financial, Banking, Telecommunications, or Insurance. Unleashing the Power of the Mind©™
Tuesday, August 22, 2006
Enterprise Decision Management
James Taylor has changed the EDM (Enterprise Decision Management) to a new URL. Jim is an expert in the field so I decided to let everyone know the new link: the primary URL for the EDM blog is www.edmblog.com
Wednesday, August 16, 2006
Artificial Intelligence II
Everything you wanted to know (more or less) but were afraid to ask. It is not complete and not perfect, but it will help you navigate some concepts. Good for beginners.
Read: http://www.resultspk.net/artificial_intelligence/
Read: http://www.resultspk.net/artificial_intelligence/
Artificial intelligence applied to network load balancing using Ant Colony Optimisation
Good potential solution of using a genetic algorithm to network load balancing issues. Read: http://www.codeproject.com/useritems/Ant_Colony_Optimisation.asp
Tuesday, August 15, 2006
Segregative Genetic Algorithms (SEGA): A Hybrid Superstructure
This sounds like a robust and efficient solution for the issue of premature convergence (the child is no better than the parent) in genetic algorithms.
http://www.heuristiclab.com/publications/papers/affenzeller01d.pdf
http://www.heuristiclab.com/publications/papers/affenzeller01d.pdf
Friday, July 21, 2006
Genetic algorithm-based optimization design methods; mimicking nature
Genetic algorithms work in decisigning enterprise decision management systems, data mining, and artificial intelligence, but you must know what you are doing since you will not be able to pick one off the shelves!
Read: http://smarteconomy.typepad.com/smart_economy/2006/05/genetic_algorit.html
Read: http://smarteconomy.typepad.com/smart_economy/2006/05/genetic_algorit.html
Thursday, July 20, 2006
Search Engine Optimization and Semantics: Index Content Not Keywords
If you are in the data mining or artificial intelligence fields this is important, please read.
Read: http://www.isedb.com/db/articles/1491/
Read: http://www.isedb.com/db/articles/1491/
SPARQL Query Language for RDF
The future language of the web. Data mining and artificial intelligence through the web.
Read: http://www.w3.org/TR/rdf-sparql-query/
Read: http://www.w3.org/TR/rdf-sparql-query/
Google exec challenges Berners-Lee
Is Semantic Web the future? Yes it is. Are there some serious issues (like deception) that must be deal with? Yes
Read: http://nundesign.blogspot.com/2006/07/google-exec-challenges-berners-lee.html
Read: http://nundesign.blogspot.com/2006/07/google-exec-challenges-berners-lee.html
The Uninvited Guest: Patents on Wall Street
For companies in the financial services (banking, investment banking, stock brokerage firms,
and the like) and healthcare industries understanding the case of State Street Bank & Trust Co. v. Signature Financial Group, Inc. is a keystone when developing products that are based on data mining and artificial intelligence technologies.
Read: http://www.frbatlanta.org/filelegacydocs/erq403_merges.pdf
and the like) and healthcare industries understanding the case of State Street Bank & Trust Co. v. Signature Financial Group, Inc. is a keystone when developing products that are based on data mining and artificial intelligence technologies.
Read: http://www.frbatlanta.org/filelegacydocs/erq403_merges.pdf
Wednesday, July 19, 2006
Strategic Technology Planning: Picking the Winners
The fundamentals of strategic technology planning for CIOs and CEOs (and other C-level executive management).
Read: http://www.cata.ca/files/PDF/Resource_Centres/hightech/reports/indepstudies/StrategicTechnologyPlanningPickingtheWinners.pdf
Read: http://www.cata.ca/files/PDF/Resource_Centres/hightech/reports/indepstudies/StrategicTechnologyPlanningPickingtheWinners.pdf
Data Mining for Network Intrusion Detection
This paper provides good information for those looking for data mining techniques to detect novel and unknown attacks to their networks.
Read: http://scholar.google.com/scholar?hl=en&lr=&q=cache:cU5cnHJrw2kJ:www-users.cs.umn.edu/~kumar/papers/nsf_ngdm_2002.pdf+mahalanobis+%22data+mining%22
Read: http://scholar.google.com/scholar?hl=en&lr=&q=cache:cU5cnHJrw2kJ:www-users.cs.umn.edu/~kumar/papers/nsf_ngdm_2002.pdf+mahalanobis+%22data+mining%22
CRM Data Mining: Methods
This very good article is a comparison of data mining neural networks techniques in CRM vis-a-vis CHAID (Chi-Square Automatic Interaction Detection). The core of the article is that while neural nets set of rules are obscure CHAID have an understandable set of rules. Moreover, the implementation appears to be easier too.
Read: http://scholar.google.com/scholar?hl=en&lr=&scoring=r&q=cache:1e03s57-wVgJ:chern.ie.nthu.edu.tw/IEEM7103/923834-paper-1-june21.pdf+%22chi+square%22+%22data+mining%22
Read: http://scholar.google.com/scholar?hl=en&lr=&scoring=r&q=cache:1e03s57-wVgJ:chern.ie.nthu.edu.tw/IEEM7103/923834-paper-1-june21.pdf+%22chi+square%22+%22data+mining%22
A Fast Clustering Algorithm for Large Categorical Data Sets
This algorithm might be efficient (fast performance) for data mining when trying to cluster categorical (non-numerical) large data set.
Read: http://scholar.google.com/scholar?hl=en&lr=&q=cache:hPC_IAqQuWUJ:www.dmi.usherb.ca/~wang/teaching/winter_03/Huang_Categ_Clustering.pdf+%22chi+square%22+%22data+mining%22
Read: http://scholar.google.com/scholar?hl=en&lr=&q=cache:hPC_IAqQuWUJ:www.dmi.usherb.ca/~wang/teaching/winter_03/Huang_Categ_Clustering.pdf+%22chi+square%22+%22data+mining%22
Wednesday, July 12, 2006
The global k-means clustering algorithm
This sounds similar to the Microsoft method in SQL 2005 Analysis Services.
Read: http://scholar.google.com/scholar?hl=en&lr=&scoring=r&q=cache:eDwQfeAUuN0J:carol.science.uva.nl/~jverbeek/pub/global_kmeans_PR_verbeek.pdf++%22pattern+recognition%22+-language
Read: http://scholar.google.com/scholar?hl=en&lr=&scoring=r&q=cache:eDwQfeAUuN0J:carol.science.uva.nl/~jverbeek/pub/global_kmeans_PR_verbeek.pdf++%22pattern+recognition%22+-language
Tuesday, July 11, 2006
Kurzweil develops PDA for the blind
Ray Kurzweil is on the forefront of practical applications for artificial intelligence and we are all thankful!
Read: http://jkontherun.blogs.com/jkontherun/2006/06/kurzweil_develo.html
If you do not know who Ray is, you must read: http://www.kurzweiltech.com/aboutray.html
Read: http://jkontherun.blogs.com/jkontherun/2006/06/kurzweil_develo.html
If you do not know who Ray is, you must read: http://www.kurzweiltech.com/aboutray.html
High-tech prosthetics: Out on a limb
Here is a real-life application (which also integrates the rules of physics) of an artificial intelligence. Somehow I can see the prosthetics and the gaming industry providing crucial components to the artificial intelligence industry.
Read: http://news.com.com/2100-11393_3-6091189.html?part=rss&tag=6091189&subj=news
Read: http://news.com.com/2100-11393_3-6091189.html?part=rss&tag=6091189&subj=news
New IBM Mainframe Aims to Optimize Enterprise Resources
This tool is efficient because it separates the data warehousing from the data mining and business intelligence component. Although this may seem like a simple fact some companies do not understand the computing time and space that data mining techniques imposed upon their warehousing.
Read: http://www.ecommercetimes.com/rsstory/51099.html
Read: http://www.ecommercetimes.com/rsstory/51099.html
INC Research Latest Organization to Partner with SAS in Life Science Industry
A good alternative when a company has multiple clients with multiple data formats that must converted to the same format before beginning the analysis.
Read: http://www.crm2day.com/news/crm/119051.php
Read: http://www.crm2day.com/news/crm/119051.php
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- alberto
- See my resume at: https://docs.google.com/document/d/1-IonTpDtAgZyp3Pz5GqTJ5NjY0PhvCfJsYAfL1rX8KU/edit?hl=en_USid=1gr_s5GAMafHRjwGbDG_sTWpsl3zybGrvu12il5lRaEw