Efstathios Stamatatos

According to our database1, Efstathios Stamatatos authored at least 96 papers between 1996 and 2020.

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

Timeline

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Bibliography

2020
Masking domain-specific information for cross-domain deception detection.
Pattern Recognit. Lett., 2020

Improved algorithms for extrinsic author verification.
Knowl. Inf. Syst., 2020

The Importance of Suppressing Domain Style in Authorship Analysis.
CoRR, 2020

Cross-Domain Authorship Attribution Using Pre-trained Language Models.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020


Overview of PAN 2020: Authorship Verification, Celebrity Profiling, Profiling Fake News Spreaders on Twitter, and Style Change Detection.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

2019
Paraphrase plagiarism identification with character-level features.
Pattern Anal. Appl., 2019

Improving author verification based on topic modeling.
J. Assoc. Inf. Sci. Technol., 2019

Open-Set Web Genre Identification Using Distributional Features and Nearest Neighbors Distance Ratio.
Proceedings of the Advances in Information Retrieval, 2019

A Decade of Shared Tasks in Digital Text Forensics at PAN.
Proceedings of the Advances in Information Retrieval, 2019

Dynamic Ensemble Selection for Author Verification.
Proceedings of the Advances in Information Retrieval, 2019

Overview of the Cross-domain Authorship Attribution Task at PAN 2019.
Proceedings of the Working Notes of CLEF 2019, 2019

Overview of PAN 2019: Bots and Gender Profiling, Celebrity Profiling, Cross-Domain Authorship Attribution and Style Change Detection.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

Evolution of the PAN Lab on Digital Text Forensics.
Proceedings of the Information Retrieval Evaluation in a Changing World, 2019

2018
Open set evaluation of web genre identification.
Lang. Resour. Evaluation, 2018

Devising Rhesus: A strange 'collaboration' between Aeschylus and Euripides.
Digit. Scholarsh. Humanit., 2018

Masking topic-related information to enhance authorship attribution.
J. Assoc. Inf. Sci. Technol., 2018

Intrinsic Author Verification Using Topic Modeling.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

Overview of PAN 2018 - Author Identification, Author Profiling, and Author Obfuscation.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2018

Overview of the Author Identification Task at PAN-2018: Cross-domain Authorship Attribution and Style Change Detection.
Proceedings of the Working Notes of CLEF 2018, 2018

2017
Authorship Attribution for Social Media Forensics.
IEEE Trans. Inf. Forensics Secur., 2017

Authorship Attribution Using Text Distortion.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Overview of the Author Identification Task at PAN-2017: Style Breach Detection and Author Clustering.
Proceedings of the Working Notes of CLEF 2017, 2017

Overview of PAN'17 - Author Identification, Author Profiling, and Author Obfuscation.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

An Improved Impostors Method for Authorship Verification.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017

Improving Cross-Topic Authorship Attribution: The Role of Pre-Processing.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

2016
Who Wrote the Web? Revisiting Influential Author Identification Research Applicable to Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2016

Detection of Text Reuse in French Medical Corpora.
Proceedings of the Fifth Workshop on Building and Evaluating Resources for Biomedical Text Mining, 2016

Clustering by Authorship Within and Across Documents.
Proceedings of the Working Notes of CLEF 2016, 2016

Overview of PAN'16 - New Challenges for Authorship Analysis: Cross-Genre Profiling, Clustering, Diarization, and Obfuscation.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

2015
Discriminative subprofile-specific representations for author profiling in social media.
Knowl. Based Syst., 2015

Overview of the PAN/CLEF 2015 Evaluation Lab.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

Overview of the Author Identification Task at PAN 2015.
Proceedings of the Working Notes of CLEF 2015, 2015

The Impact of Noise in Web Genre Identification.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

2014
Syntactic N-grams as machine learning features for natural language processing.
Expert Syst. Appl., 2014

A Profile-Based Method for Authorship Verification.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Overview of the Author Identification Task at PAN 2014.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Improving the Reproducibility of PAN's Shared Tasks: - Plagiarism Detection, Author Identification, and Author Profiling.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

Identification of Plagiarism Using Syntactic and Semantic Filters.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

2013
Editorial.
Polytech. Open Libr. Int. Bull. Inf. Technol. Sci., 2013

An image processing self-training system for ruling line removal algorithms.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Open-Set Classification for Automated Genre Identification.
Proceedings of the Advances in Information Retrieval, 2013

Overview of the 5th International Competition on Plagiarism Detection.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Overview of the Author Profiling Task at PAN 2013.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Overview of the Author Identification Task at PAN 2013.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Recent Trends in Digital Text Forensics and Its Evaluation - Plagiarism Detection, Author Identification, and Author Profiling.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

Syntactic Dependency-Based N-grams: More Evidence of Usefulness in Classification.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

Distinguishing the Popularity between Topics: A System for Up-to-Date Opinion Retrieval and Mining in the Web.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

2012
Syntactic Dependency-Based N-grams as Classification Features.
Proceedings of the Advances in Computational Intelligence, 2012

Extracting informative textual parts from web pages containing user-generated content.
Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies, 2012

An Agent-Based Focused Crawling Framework for Topic- and Genre-Related Web Document Discovery.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Author Identification in Imbalanced Sets of Source Code Samples.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

2011
Fourth international workshop on uncovering plagiarism, authorship, and social software misuse.
SIGIR Forum, 2011

Plagiarism and authorship analysis: introduction to the special issue.
Lang. Resour. Evaluation, 2011

Plagiarism detection using stopword <i>n</i>-grams.
J. Assoc. Inf. Sci. Technol., 2011

The significance of user-defined identifiers in Java source code authorship identification.
Comput. Syst. Sci. Eng., 2011

Author Identification Using Semi-supervised Learning - Notebook for PAN at CLEF 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Plagiarism detection based on structural information.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Source Code Authorship Analysis For Supporting the Cybercrime Investigation Process.
Proceedings of the Handbook of Research on Computational Forensics, 2010

2009
A survey of modern authorship attribution methods.
J. Assoc. Inf. Sci. Technol., 2009

Learning to recognize webpage genres.
Inf. Process. Manag., 2009

Learning How to Propagate Using Random Probing.
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009

2008
Examining the significance of high-level programming features in source code author classification.
J. Syst. Softw., 2008

Author identification: Using text sampling to handle the class imbalance problem.
Inf. Process. Manag., 2008

Tensor Space Models for Authorship Identification.
Proceedings of the Artificial Intelligence: Theories, 2008

Author Identification Using a Tensor Space Representation.
Proceedings of the ECAI 2008, 2008

2007
Plagiarism analysis, authorship identification, and near-duplicate detection PAN'07.
SIGIR Forum, 2007

Identifying Authorship by Byte-Level N-Grams: The Source Code Author Profile (SCAP) Method.
Int. J. Digit. EVid., 2007

Words versus Character n-Grams for Anti-Spam Filtering.
Int. J. Artif. Intell. Tools, 2007

The Class Imbalance Problem in Author Identification.
Proceedings of the SIGIR 2007 International Workshop on Plagiarism Analysis, 2007

Webpage Genre Identification Using Variable-Length Character n-Grams.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Author Identification Using Imbalanced and Limited Training Texts.
Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007

2006
Authorship Attribution Based on Feature Set Subspacing Ensembles.
Int. J. Artif. Intell. Tools, 2006

Spam Detection Using Character N-Grams.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Source Code Author Identification Based on N-gram Author Profiles.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006

Effective identification of source code authors using byte-level information.
Proceedings of the 28th International Conference on Software Engineering (ICSE 2006), 2006

Adaptive Binarization of Historical Document Images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Text Sampling and Re-Sampling for Imbalanced Authorship Identification Cases.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

Improving the Quality of Degraded Document Images.
Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

N-Gram Feature Selection for Authorship Identification.
Proceedings of the Artificial Intelligence: Methodology, 2006

2005
Automatic identification of music performers with learning ensembles.
Artif. Intell., 2005

Supporting the cybercrime investigation process: Effective discrimination of source code authors based on byte-level information.
Proceedings of the ICETE 2005, 2005

2004
Music Performer Verification Based on Learning Ensembles.
Proceedings of the Methods and Applications of Artificial Intelligence, 2004

Discrimination of Machine-Printed from Handwritten Text Using Simple Structural Characteristics.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Machine-printed from handwritten text discrimination.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

2002
Quantifying the Differences between Music Performers: Score vs. Norm.
Proceedings of the 2002 International Computer Music Conference, 2002

Music Performer Recognition Using an Ensemble of Simple Classifiers.
Proceedings of the 15th Eureopean Conference on Artificial Intelligence, 2002

2001
Computer-Based Authorship Attribution Without Lexical Measures.
Comput. Humanit., 2001

2000
Automatic Text Categorization In Terms Of Genre, Author.
Comput. Linguistics, 2000

A Practical Chunker for Unrestricted Text.
Proceedings of the Natural Language Processing, 2000

Handwritten Character Segmentation Using Transformation-Based Learning.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Text Genre Detection Using Common Word Frequencies.
Proceedings of the COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31, 2000

1999
Supporting Multilinguality in Library Automation Systems Using AI Tools.
Appl. Artif. Intell., 1999

Automatic Authorship Attribution.
Proceedings of the EACL 1999, 1999

1997
A User-Assisted Business Letter Generator Dealing with Text's Stykostic Variations.
Proceedings of the 9th International Conference on Tools with Artificial Intelligence, 1997

1996
An Empirical Text Categorizing Computational Model Based on Stylistic Aspects.
Proceedings of the Eigth International Conference on Tools with Artificial Intelligence, 1996


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