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2020 – today
- 2024
[j8]Anna Koufakou
:
Deep learning for opinion mining and topic classification of course reviews. Educ. Inf. Technol. 29(3): 2973-2997 (2024)- 2023
- [c19]Anna Koufakou, Diego Grisales, Ragy Costa de Jesus, Oscar Fox:
Data Augmentation for Emotion Detection in Small Imbalanced Text Data. ICMLA 2023: 1508-1513 - [i3]Anna Koufakou, Jairo Garciga, Adam Paul, Joseph Morelli, Christopher Frank:
Automatically Classifying Emotions based on Text: A Comparative Exploration of Different Datasets. CoRR abs/2302.14727 (2023) - [i2]Anna Koufakou:
Deep Learning for Opinion Mining and Topic Classification of Course Reviews. CoRR abs/2304.03394 (2023) - [i1]Anna Koufakou, Diego Grisales, Ragy Costa de Jesus, Oscar Fox:
Data Augmentation for Emotion Detection in Small Imbalanced Text Data. CoRR abs/2310.17015 (2023) - 2022
- [c18]Anna Koufakou, Jairo Garciga, Adam Paul, Joseph Morelli, Christopher Frank:
Automatically Classifying Emotions based on Text: A Comparative Exploration of Different Datasets. ICTAI 2022: 342-346 - [c17]Valerio Basile, Tommaso Caselli, Anna Koufakou, Viviana Patti:
Automatically Computing Connotative Shifts of Lexical Items. NLDB 2022: 425-436 - 2020
- [c16]Anna Koufakou, Endang Wahyu Pamungkas, Valerio Basile, Viviana Patti:
HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language. WOAH 2020: 34-43 - [c15]Anna Koufakou, Valerio Basile, Viviana Patti:
FlorUniTo@TRAC-2: Retrofitting Word Embeddings on an Abusive Lexicon for Aggressive Language Detection. TRAC@LREC 2020: 106-112 - [c14]Anna Koufakou, Jason Scott:
Lexicon-Enhancement of Embedding-based Approaches Towards the Detection of Abusive Language. TRAC@LREC 2020: 150-157 - [c13]Flornaldine Pierre, Fan Zhao, Anna Koufakou:
Learning Programming in Virtual Reality Environments. HCI (31) 2020: 448-457
2010 – 2019
- 2019
- [c12]Anna Koufakou, Jason Scott:
Exploring the Use of Lexicons to aid Deep Learning towards the Detection of Abusive Language. WNLP@ACL 2019: 129-131 - 2017
- [j7]Anna Koufakou:
An approximate representation of hypercliques. J. Intell. Inf. Syst. 48(2): 263-285 (2017) - [c11]Dahai Guo, Anna Koufakou:
How Cloud Computing Is Addressed for Software Development in Computer Science Education. HCI (1) 2017: 415-426 - 2016
- [c10]Anna Koufakou, Justin Gosselin, Dahai Guo:
Using data mining to extract knowledge from student evaluation comments in undergraduate courses. IJCNN 2016: 3138-3142 - [c9]Dahai Guo, Anna Koufakou:
A Certification-Guided Course for Cloud Computing (Abstract Only). SIGCSE 2016: 687-688 - 2014
- [j6]Anna Koufakou:
Mining non-derivable hypercliques. Knowl. Inf. Syst. 41(1): 77-99 (2014) - [c8]Anna Koufakou, Dahai Guo:
Developing and using an in-house plugin for easy social network programming (abstract only). SIGCSE 2014: 718 - 2011
- [j5]Anna Koufakou, Jimmy Secretan, Michael Georgiopoulos:
Non-derivable itemsets for fast outlier detection in large high-dimensional categorical data. Knowl. Inf. Syst. 29(3): 697-725 (2011) - [c7]Anna Koufakou, Pradeep Ragothaman:
Mining Non-derivable Hypercliques. ICTAI 2011: 489-496 - 2010
- [j4]Anna Koufakou, Michael Georgiopoulos:
A fast outlier detection strategy for distributed high-dimensional data sets with mixed attributes. Data Min. Knowl. Discov. 20(2): 259-289 (2010) - [j3]Jimmy Secretan, Michael Georgiopoulos, Anna Koufakou, Kelvin Cardona:
APHID: An architecture for private, high-performance integrated data mining. Future Gener. Comput. Syst. 26(7): 891-904 (2010)
2000 – 2009
- 2009
- [c6]Jimmy Secretan, Anna Koufakou, Michael Georgiopoulos:
APHID: A Practical Architecture for High-Performance, Privacy-Preserving Data Mining. DMIN 2009: 410-416 - [c5]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: 505-511 - 2008
- [c4]Anna Koufakou, Michael Georgiopoulos, Georgios C. Anagnostopoulos:
Detecting Outliers in High-Dimensional Datasets with Mixed Attributes. DMIN 2008: 427-433 - [c3]Anna Koufakou, Jimmy Secretan, John Reeder, Kelvin Cardona, Michael Georgiopoulos:
Fast parallel outlier detection for categorical datasets using MapReduce. IJCNN 2008: 3298-3304 - 2007
- [c2]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: 210-217 - 2006
- [j2]Olcay Kursun, Anna Koufakou, Abhijit Wakchaure, Michael Georgiopoulos, Kenneth M. Reynolds, Ronald Eaglin:
Answer: approximate Name Search with Errors in Large Databases by a Novel Approach Based on Prefix-dictionary. Int. J. Artif. Intell. Tools 15(5): 839-848 (2006) - [c1]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: 72-82 - 2001
- [j1]Anna Koufakou, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Takis Kasparis:
Cross-validation in Fuzzy ARTMAP for large databases. Neural Networks 14(9): 1279-1291 (2001)
Coauthor Index
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