Publications
Export 27 results:
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Submitted. Author Identification: Using Text Sampling to Handle the Class Imbalance Problem. Information Processing and Management.
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Submitted. Examining the Significance of High-level Programming Features in Source Code Author Classification. The Journal of Systems and Software.
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Submitted. Words vs. Character N-grams for Anti-spam Filtering. Int. Journal on Artificial Intelligence Tools.
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2007. Author Identification Using Imbalanced and Limited Training Texts. Proc. of the 4th International Workshop on Text-based Information Retrieval, (TIR 2007), DEXA Workshops. :237-241.
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2007. Identifying Authorship by Byte-Level N-Grams: The Source Code Author Profile (SCAP) Method. Int. Journal of Digital Evidence. 6
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2007. Webpage Genre Identification Using Variable-length Character n-grams. Proc. of the 19th IEEE Int. Conf. on Tools with Artificial Intelligence. :V.II,3-10.
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2006. Authorship Attribution Based on Feature Set Subspacing Ensembles. Int. Journal on Artificial Intelligence Tools. 15:823-838.
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2006. Ensemble-based Author Identification Using Character N-grams. Proc. of the 3rd Int. Workshop on Text-based Information Retrieval (TIR'06). :41-46.
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2006. N-Gram Feature Selection for Authorship Identification. Proc. of the 12th Int. Conf. on Artificial Intelligence: Methodology, Systems, Applications (AIMSA'06), LNCS 4183. :77-86.
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2006. Spam Detection Using Character N-grams. 4th Hellenic Conference on Artificial Intelligence (SETN'06), LNCS, 3955. :95–104.
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2006. Text Sampling and Re-Sampling for Imbalanced Author Identification Cases. Proc. of the 17th European Conference on Artificial Intelligence (ECAI'06). :813-814.
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2005. Automatic Identification of Music Performers with Learning Ensembles. Artificial Intelligence. 165:37-56.
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2004. Music Performer Verification Based on Learning Ensembles. Lecture Notes in Computer Science, 3025. :122–131.
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2002. Music Performer Recognition Using an Ensemble of Simple Classifiers. 15th European Conference on Artificial Intelligence (ECAI’02). :335-339.
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2002. Quantifying the Differences Between Music Performers: Score vs. Norm.. International Computer Music Conference (ICMC’02). :376-382.
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2001. A Computational Model for Discriminating Music Performers. MOSART Workshop on Current Research Directions in Computer Music. :65-69.
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2000. Automatic Text Categorization in Terms of Genre and Author. Computational Linguistics. 26:461-485.
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2000. Computer-Based Authorship Attribution without Lexical Measures. Computers and the Humanities. 35:193-214.
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2000. Text Genre Detection Using Common Word Frequencies. 18th Int. Conf. on Computational Linguistics (COLING2000). :808-814.
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2000. A Practical Chunker for Unrestricted Text. Lecture Notes on Computer Science, 1835. :139-150.
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1999. Automatic Authorship Attribution. 9th Conf. οf the European Chapter of the Association for Computational Linguistics (EACL’99). :158-164.
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1999. Automatic Extraction of Rules for Sentence Boundary Disambiguation. Workshop in Machine Learning in Human Language Technology, Advance Course on Artificial Intelligence (ACAI’99). :88-92.
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1999. Supporting Multilinguality in Library Automation Systems Using AI Tools. Applied Artificial Intelligence. 13:679-704.
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1997. TRANSLIB: An Advanced Tool for Supporting Multilingual Access to Library Catalogues. 2nd Workshop on Multilinguality in Software Industry (MULSAIC’97). :33-40.
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1997. A User-Assisted Business Letter Generetor Dealing with Text’s Stylistic Variations. 9th IEEE Conference on Tools with Artificial Intelligence (ICTAI’97). :182-189.