A fast outlier detection strategy for distributed high-dimensional data sets with mixed attributes
Koufakou, Anna, Georgiopoulos, Michael
Published in Data mining and knowledge discovery (01.03.2010)
Published in Data mining and knowledge discovery (01.03.2010)
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Journal Article
Cross-validation in Fuzzy ARTMAP for large databases
Koufakou, Anna, Georgiopoulos, Michael, Anagnostopoulos, George, Kasparis, Takis
Published in Neural networks (01.11.2001)
Published in Neural networks (01.11.2001)
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Journal Article
Data Augmentation for Emotion Detection in Small Imbalanced Text Data
Koufakou, Anna, Grisales, Diego, de jesus, Ragy Costa, Fox, Oscar
Published in 2023 International Conference on Machine Learning and Applications (ICMLA) (15.12.2023)
Published in 2023 International Conference on Machine Learning and Applications (ICMLA) (15.12.2023)
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Conference Proceeding
Deep Learning for Opinion Mining and Topic Classification of Course Reviews
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Paper
Journal Article
Non-derivable itemsets for fast outlier detection in large high-dimensional categorical data
Koufakou, Anna, Secretan, Jimmy, Georgiopoulos, Michael
Published in Knowledge and information systems (01.12.2011)
Published in Knowledge and information systems (01.12.2011)
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Journal Article
APHID: An architecture for private, high-performance integrated data mining
Secretan, Jimmy, Georgiopoulos, Michael, Koufakou, Anna, Cardona, Kel
Published in Future generation computer systems (01.07.2010)
Published in Future generation computer systems (01.07.2010)
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Journal Article
Introducing Software Specifications to an Undergraduate Software Engineering Program
Koufakou, Anna
Published in Association for Engineering Education - Engineering Library Division Papers (14.06.2015)
Published in Association for Engineering Education - Engineering Library Division Papers (14.06.2015)
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Conference Proceeding
Automatically Classifying Emotions based on Text: A Comparative Exploration of Different Datasets
Koufakou, Anna, Garciga, Jairo, Paul, Adam, Morelli, Joseph, Frank, Christopher
Year of Publication 28.02.2023
Year of Publication 28.02.2023
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Journal Article
Using data mining to extract knowledge from student evaluation comments in undergraduate courses
Koufakou, Anna, Gosselin, Justin, Guo, Dahai
Published in 2016 International Joint Conference on Neural Networks (IJCNN) (01.07.2016)
Published in 2016 International Joint Conference on Neural Networks (IJCNN) (01.07.2016)
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Conference Proceeding
Automatically Classifying Emotions based on Text: A Comparative Exploration of Different Datasets
Koufakou, Anna, Garciga, Jairo, Paul, Adam, Morelli, Joseph, Frank, Christopher
Published in 2022 IEEE 34th International Conference on Tools with Artificial Intelligence (ICTAI) (01.10.2022)
Published in 2022 IEEE 34th International Conference on Tools with Artificial Intelligence (ICTAI) (01.10.2022)
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Conference Proceeding
Data Augmentation for Emotion Detection in Small Imbalanced Text Data
Koufakou, Anna, Grisales, Diego, Ragy Costa de jesus, Fox, Oscar
Published in arXiv.org (30.10.2023)
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Published in arXiv.org (30.10.2023)
Paper
Fast parallel outlier detection for categorical datasets using MapReduce
Koufakou, A., Secretan, J., Reeder, J., Cardona, K., Georgiopoulos, M.
Published in 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) (01.06.2008)
Published in 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) (01.06.2008)
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Conference Proceeding
Journal Article