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1

Cross-validation in Fuzzy ARTMAP for large databases

Anna Koufakou, Michael Georgiopoulos, George Anagnostopoulos, Takis Kasparis

Journal:

Neural Networks

Year:

2001

Language:

english

File:

PDF, 366 KB

english, 2001

2

A fast outlier detection strategy for distributed high-dimensional data sets with mixed attributes

Anna Koufakou, Michael Georgiopoulos

Journal:

Data Mining and Knowledge Discovery

Year:

2010

Language:

english

File:

PDF, 814 KB

english, 2010

3

Non-derivable itemsets for fast outlier detection in large high-dimensional categorical data

Anna Koufakou, Jimmy Secretan, Michael Georgiopoulos

Journal:

Knowledge and Information Systems

Year:

2011

Language:

english

File:

PDF, 621 KB

english, 2011

4

[IEEE 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007) - Patras, Greece (2007.10.29-2007.10.31)] 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007) - A Scalable and Efficient Outlier Detection Strategy for Categorical Data

Koufakou, Anna, Ortiz, Enrique G., Georgiopoulos, Michael, Anagnostopoulos, Georgios C., Reynolds, Kenneth M.

Year:

2007

Language:

english

File:

PDF, 483 KB

english, 2007

5

ANSWER: APPROXIMATE NAME SEARCH WITH ERRORS IN LARGE DATABASES BY A NOVEL APPROACH BASED ON PREFIX-DICTIONARY

KURSUN, OLCAY, KOUFAKOU, ANNA, WAKCHAURE, ABHIJIT, GEORGIOPOULOS, MICHAEL, REYNOLDS, KENNETH, EAGLIN, RONALD

Journal:

International Journal of Artificial Intelligence Tools

Year:

2006

Language:

english

File:

PDF, 574 KB

english, 2006

6

SPIE Proceedings [SPIE Aerospace/Defense Sensing, Simulation, and Controls - Orlando, FL (Monday 16 April 2001)] Applications and Science of Computational Intelligence IV - Cross-validation in fuzzy ARTMAP neural networks for large sample classification problems

Georgiopoulos, Michael, Koufakou, Anna, Anagnostopoulos, Georgios C., Kasparis, Takis, Priddy, Kevin L., Keller, Paul E., Angeline, Peter J.

Year:

2001

Language:

english

File:

PDF, 181 KB

english, 2001

7

APHID: An architecture for private, high-performance integrated data mining

Jimmy Secretan, Michael Georgiopoulos, Anna Koufakou, Kel Cardona

Journal:

Future Generation Computer Systems

Year:

2010

Language:

english

File:

PDF, 1.54 MB

english, 2010

8

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - Fast parallel outlier detection for categorical datasets using MapReduce

Koufakou, Anna, Secretan, Jimmy, Reeder, John, Cardona, Kelvin, Georgiopoulos, Michael

Year:

2008

File:

PDF, 280 KB

2008

9

Mining non-derivable hypercliques

Journal:

Knowledge and Information Systems

Year:

2014

Language:

english

File:

PDF, 525 KB

english, 2014

10

[IEEE 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence (ICTAI) - Boca Raton, FL, USA (2011.11.7-2011.11.9)] 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence - Mining Non-derivable Hypercliques

Koufakou, Anna, Ragothaman, Pradeep

Year:

2011

Language:

english

File:

PDF, 213 KB

english, 2011

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