Anna Koufakou

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 16

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Publications

Anna Koufakou
Deep learning for opinion mining and topic classification of course reviews. Educ. Inf. Technol. 29 (3) (2024)
Anna Koufakou, Diego Grisales, Ragy Costa de Jesus, Oscar Fox
Data Augmentation for Emotion Detection in Small Imbalanced Text Data. CoRR (2023)
Anna Koufakou, Diego Grisales, Ragy Costa de Jesus, Oscar Fox
Data Augmentation for Emotion Detection in Small Imbalanced Text Data. ICMLA (2023)
Anna Koufakou
Deep Learning for Opinion Mining and Topic Classification of Course Reviews. CoRR (2023)
Anna Koufakou, Jairo Garciga, Adam Paul, Joseph Morelli, Christopher Frank
Automatically Classifying Emotions based on Text: A Comparative Exploration of Different Datasets. CoRR (2023)
Valerio Basile, Tommaso Caselli, Anna Koufakou, Viviana Patti
Automatically Computing Connotative Shifts of Lexical Items. NLDB (2022)
Anna Koufakou, Jairo Garciga, Adam Paul, Joseph Morelli, Christopher Frank
Automatically Classifying Emotions based on Text: A Comparative Exploration of Different Datasets. ICTAI (2022)
Anna Koufakou, Valerio Basile, Viviana Patti
FlorUniTo@TRAC-2: Retrofitting Word Embeddings on an Abusive Lexicon for Aggressive Language Detection. TRAC@LREC (2020)
Anna Koufakou, Jason Scott
Lexicon-Enhancement of Embedding-based Approaches Towards the Detection of Abusive Language. TRAC@LREC (2020)
Flornaldine Pierre, Fan Zhao, Anna Koufakou
Learning Programming in Virtual Reality Environments. HCI (31) (2020)
Anna Koufakou, Endang Wahyu Pamungkas, Valerio Basile, Viviana Patti
HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language. WOAH (2020)
Anna Koufakou, Jason Scott
Exploring the Use of Lexicons to aid Deep Learning towards the Detection of Abusive Language. WNLP@ACL (2019)
Anna Koufakou
An approximate representation of hypercliques. J. Intell. Inf. Syst. 48 (2) (2017)
Dahai Guo, Anna Koufakou
How Cloud Computing Is Addressed for Software Development in Computer Science Education. HCI (1) (2017)
Dahai Guo, Anna Koufakou
A Certification-Guided Course for Cloud Computing (Abstract Only). SIGCSE (2016)
Anna Koufakou, Justin Gosselin, Dahai Guo
Using data mining to extract knowledge from student evaluation comments in undergraduate courses. IJCNN (2016)
Anna Koufakou, Dahai Guo
Developing and using an in-house plugin for easy social network programming (abstract only). SIGCSE (2014)
Anna Koufakou
Mining non-derivable hypercliques. Knowl. Inf. Syst. 41 (1) (2014)
Anna Koufakou, Jimmy Secretan, Michael Georgiopoulos
Non-derivable itemsets for fast outlier detection in large high-dimensional categorical data. Knowl. Inf. Syst. 29 (3) (2011)
Anna Koufakou, Pradeep Ragothaman
Mining Non-derivable Hypercliques. ICTAI (2011)
Jimmy Secretan, Michael Georgiopoulos, Anna Koufakou, Kelvin Cardona
APHID: An architecture for private, high-performance integrated data mining. Future Gener. Comput. Syst. 26 (7) (2010)
Anna Koufakou, Michael Georgiopoulos
A fast outlier detection strategy for distributed high-dimensional data sets with mixed attributes. Data Min. Knowl. Discov. 20 (2) (2010)
Jimmy Secretan, Anna Koufakou, Michael Georgiopoulos
APHID: A Practical Architecture for High-Performance, Privacy-Preserving Data Mining. DMIN (2009)
Anna Koufakou, Jimmy Secretan, Michelle Fox, Gary Gramajo, Georgios C. Anagnostopoulos, Michael Georgiopoulos
Outlier Detection for Large High-Dimensional Categorical Data using Non-Derivable and Non-Almost-Derivable Sets. DMIN (2009)
Anna Koufakou, Jimmy Secretan, John Reeder, Kelvin Cardona, Michael Georgiopoulos
Fast parallel outlier detection for categorical datasets using MapReduce. IJCNN (2008)
Anna Koufakou, Michael Georgiopoulos, Georgios C. Anagnostopoulos
Detecting Outliers in High-Dimensional Datasets with Mixed Attributes. DMIN (2008)
Anna Koufakou, Enrique G. Ortiz, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Kenneth M. Reynolds
A Scalable and Efficient Outlier Detection Strategy for Categorical Data. ICTAI (2) (2007)
Olcay Kursun, Anna Koufakou, Abhijit Wakchaure, Michael Georgiopoulos, Kenneth M. Reynolds, Ronald Eaglin
in Large Databases by a Novel Approach Based on Prefix-dictionary. Int. J. Artif. Intell. Tools 15 (5) (2006)
Olcay Kursun, Anna Koufakou, Bing Chen, Michael Georgiopoulos, Kenneth M. Reynolds, Ronald Eaglin
A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases. ISI (2006)
Anna Koufakou, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Takis Kasparis
Cross-validation in Fuzzy ARTMAP for large databases. Neural Networks 14 (9) (2001)