Anna Koufakou

Orcid: 0000-0002-0295-3759

According to our database1, Anna Koufakou authored at least 27 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Deep learning for opinion mining and topic classification of course reviews.
Educ. Inf. Technol., February, 2024

2023
Data Augmentation for Emotion Detection in Small Imbalanced Text Data.
Proceedings of the International Conference on Machine Learning and Applications, 2023

2022
Automatically Computing Connotative Shifts of Lexical Items.
Proceedings of the Natural Language Processing and Information Systems, 2022

Automatically Classifying Emotions based on Text: A Comparative Exploration of Different Datasets.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

2020
Learning Programming in Virtual Reality Environments.
Proceedings of the HCI in Games, 2020

Lexicon-Enhancement of Embedding-based Approaches Towards the Detection of Abusive Language.
Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, 2020

FlorUniTo@TRAC-2: Retrofitting Word Embeddings on an Abusive Lexicon for Aggressive Language Detection.
Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying, 2020

HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language.
Proceedings of the Fourth Workshop on Online Abuse and Harms, 2020

2019
Exploring the Use of Lexicons to aid Deep Learning towards the Detection of Abusive Language.
Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019

2017
An approximate representation of hypercliques.
J. Intell. Inf. Syst., 2017

How Cloud Computing Is Addressed for Software Development in Computer Science Education.
Proceedings of the Human-Computer Interaction. User Interface Design, Development and Multimodality, 2017

2016
A Certification-Guided Course for Cloud Computing (Abstract Only).
Proceedings of the 47th ACM Technical Symposium on Computing Science Education, 2016

Using data mining to extract knowledge from student evaluation comments in undergraduate courses.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2014
Mining non-derivable hypercliques.
Knowl. Inf. Syst., 2014

Developing and using an in-house plugin for easy social network programming (abstract only).
Proceedings of the 45th ACM Technical Symposium on Computer Science Education, 2014

2011
Non-derivable itemsets for fast outlier detection in large high-dimensional categorical data.
Knowl. Inf. Syst., 2011

Mining Non-derivable Hypercliques.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

2010
APHID: An architecture for private, high-performance integrated data mining.
Future Gener. Comput. Syst., 2010

A fast outlier detection strategy for distributed high-dimensional data sets with mixed attributes.
Data Min. Knowl. Discov., 2010

2009
APHID: A Practical Architecture for High-Performance, Privacy-Preserving Data Mining.
Proceedings of The 2009 International Conference on Data Mining, 2009

Outlier Detection for Large High-Dimensional Categorical Data using Non-Derivable and Non-Almost-Derivable Sets.
Proceedings of The 2009 International Conference on Data Mining, 2009

2008
Fast parallel outlier detection for categorical datasets using MapReduce.
Proceedings of the International Joint Conference on Neural Networks, 2008

Detecting Outliers in High-Dimensional Datasets with Mixed Attributes.
Proceedings of The 2008 International Conference on Data Mining, 2008

2007
A Scalable and Efficient Outlier Detection Strategy for Categorical Data.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

2006
Answer: <i>approximate Name Search with Errors</i> in Large Databases by a Novel Approach Based on Prefix-dictionary.
Int. J. Artif. Intell. Tools, 2006

A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases.
Proceedings of the Intelligence and Security Informatics, 2006

2001
Cross-validation in Fuzzy ARTMAP for large databases.
Neural Networks, 2001


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