Publications

  1. Raheleh Makki, Eder Carvalho, Axel J Soto, Stephen Brooks, Maria Cristina Ferreira De Oliveira, Evangelos E Milios, and Rosane Minghim. ATR-Vis: Visual and Interactive Information Retrieval for Parliamentary Discussions in Twitter. ACM Transactions on Knowledge Discovery from Data (TKDD), In press, Accepted January 2017. [Paper]
  2. Anh Dang, Abidalrahman Moh’d, Anatoliy Gruzd, Evangelos Milios, and Rosane Minghim. “An Offline-Online Visual Framework for Clustering Memes in Social Media’, book chapter in, Social Data Mining From And Analysis To Prediction And Community Detection, Editors: Kaya, Mehmet, Erdogan, Ozcan, Rokne, Jon, Lecture Notes In Social Networks, Springer International Publishing, March. 2017 [Paper].
  3. Anh Dang, Abidalrahman Moh’d, Aminul Islam, Rosane. Minghim, Michael Smit, Evangelos Milios, “Reddit Temporal Ngram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis”, in Proceedings of the 26th International International Conference on Computational Linguistics COLING 2016, pp. 3553-3564, Osaka, Japan, December 13-16, 2016 [Paper].
  4. Weibo Wang, Abidalrahman Moh’d, Aminul Islam, Axel J Soto, E. Milios, “Non-uniform Language Detection in Technical Writing”, in Proceedings of the Conference on Empirical Methods in Natural Language Processing EMNLP 2016, pp. 1892-1900, Austin, Texas, USA, November 1-5, 2016 [Paper].
  5. Anh Dang, Michael Smit, Abidalrahman Moh’d, Rosane Minghim, Evangelos Milios. “Toward understanding how users respond to rumours in social media” in Proceedings of  the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pp. 777-784, San Francisco, California, USA, August 18-21, 2016 [Paper].
  6. E. Sherkat, S. Nourashrafeddin, R. Minghim, E. Milios. “A Visual Approach for Interactive Expertise Finding and Exploration”, CIKM 2016 Workshop on Data-Driven Talent Acquisition. 2016; Indianapolis, USA [Paper].
  7. Dang, Anh and Moh’d, Abidalrahman and Milios, Evangelos and Minghim, Rosane. “What is in a Rumour: Combined Visual Analysis of Rumour Flow and User Activity”. CGI ’16 Proceedings of the 33rd Computer Graphics International. June 28 – July 1, 2016; Heraklion, Greece [Paper].
  8. R. Makki, A.J. Soto, S. Brooks, E. Milios. “Twitter message recommendation based on user interest profiles”. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, (ASONAM). August 18-21, 2016; San Francisco, USA [Paper].
  9. Jie Mei, Aminul Islam, Evangelos Milios, “DalGTM at SemEval-2016 Task 1: Importance-Aware Compositional Approach to Short Text Similarity”, Proceedings of the 10th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2016, San Diego, CA, USA, June 16-17, 2016 [Paper].

  10. Xiangru Wang, Seyednaser Nourashrafeddin, Evangelos Milios,“Relaxing Orthogonality Assumption in Conceptual Text Document Similarity,”in Proceedings of the 16th ACM Symposium on Document Engineering, DocEng’2016, Austria [Paper].

  11. R. Makki, A.J. Soto, S. Brooks, E. Milios. “Active Information Retrieval for Linking Twitter Posts with Political Debates”. 14th IEEE International Conference on Machine Learning and Applications (ICMLA). December 9-11, 2015; Miami, USA [Paper].
  12. Anh Dang, Raheleh Makki, Abidalrahman Moh’d, Aminul Islam, Vlado Keselj, and Evangelos E. Milios. “Real Time Filtering of Tweets Using Wikipedia Concepts and Google Tri-gram Semantic Relatedness”. The Twenty-Fourth Text REtrieval Conference (TREC 2015) Proceedings. Gaithersburg, Md. USA, Nov 2015. [Paper].
  13. A.J. Soto, R. Kiros, V. Keselj, E. Milios. “Exploratory Visual Analysis and Interactive Pattern Extraction from Semi-Structured Data”, ACM Transactions on Interactive and Intelligent Systems. Vol 5, 3, Article 16, 2015 [Paper].
  14. A. Islam, E. Milios, V. Kešelj, “Do Important Words in Bag-of-Words Model of Text Relatedness Help?”, in Proceedings of the 18th International Conference on Text, Speech and Dialogue ( TSD 2015), LNAI 9302, Springer, pp. 638-646, Plzen, Czech Republic, September 14-17, 2015. [available at Springer Link]
  15. X. Kou, J. Mei, Z. Yao, A. Rau-Chaplin, A. Islam, A. MohD, E. Milios,
    “Efficient Parallelization of the Google Trigram Method for Document Relatedness Computation”, in Proceedings of the 2nd International Workshop on High Performance Computing for Big Data (HPC4BD 2015) (held in conjunction with the 44th International Conference on Parallel Processing (ICPP), Beijing, China, September 2015. [Paper]
  16. J. Mei, X. Kou, Z. Yao, A. Rau-Chaplin, A. Islam, A. Moh’d, E. Milios, “Efficient Computation of Co-occurrence Based Word Relatedness”,  15th ACM Symposium on Document Engineering (DocEng),  Lausanne, Switzerland, September 8-11, 2015. [Paper].
  17. Owen Davison, Abidalrahman Mohammad, Evangelos E. Milios, “P-GTM: privacy-preserving google tri-gram method for semantic text similarity”, in Proceedings of the 2014 ACM Symposium on Document Engineering, DocEng 2014, pp. 81-84, Fort Collins, Colorado, September 16-19, 2015 [Paper]
  18. A.J. Soto, A. Mohammad, A. Albert, A. Islam, E. Milios, M. Doyle, R. Minghim, M.C.F. de Oliveira. “Similarity-Based Support for Text Reuse in Technical Writing”. 15th ACM Symposium on Document Engineering (DocEng). September 8-11, 2015; Lausanne, Switzerland [Paper].
  19. Anh Dang, Abidalrahman Moh’d, Anatoliy Gruzd, Evangelos Milios and Rosane Minghim. A Visual Framework for Clustering Memes in Social Media. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (Industrial track), 2015 [Paper]
  20. A. Islam, J. Mei, E. Milios, V. Kešelj, “When was Macbeth Written? Mapping Book to Time”, in Proceedings of the 16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2015), LNCS 9041, Springer, pp. 73-84, Cairo, Egypt, April, 2015. [available at Springer Link]
  21. Sajadi, Armin, Evangelos E. Milios, Vlado Kešelj, and Jeannette CM Janssen. “Domain-Specific Semantic Relatedness from Wikipedia Structure: A Case Study in Biomedical Text.” In Computational Linguistics and Intelligent Text Processing, pp. 347-360. Springer International Publishing, 2015 [Paper].
  22. Magdalena Jankowska, Vlado Kešelj, Evangelos Milios, “Ensembles of Proximity-Based One-Class Classifiers for Author Verification – Notebook for PAN at CLEF 2014″. In CLEF 2014 Evaluation Labs and Workshop – Working Notes Papers, September 2014 [Paper]
  23. Seyednaser Nourashrafeddin, Evangelos Milios, Dirk Arnold, An Ensemble Approach for Text Document Clustering using Wikipedia Concepts, ACM Symposium on Document Engineering (DocEng ’14), September 2014, Colorado, USA [Paper].
  24. Magdalena Jankowska, Evangelos Milios, Vlado Keselj, “Author Verification Using Common N-Gram Profiles of Text Documents”, In Proceeding of the 25th International Conference on Computational Linguistics, COLING 2014: 387 – 397, August 2014 [Paper]
  25. Jessica Perrie, Aminul Islam, Evangelos Milios, “How Document Properties Affect Document Relatedness Measures”, in Proceedings of the 15th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2014, Part II, LNCS 8404, Springer, pp. 392-403, Kathmandu, Nepal, April 2014. [available at Springer Link] [presentation slides]
  26. Armin Sajadi, Graph-Based Domain-Specific Semantic Relatedness from Wikipedia, Canadian AI 2014, LNAI 8436, pp. 381–386, 2014 [Paper]
  27. Axel J. Soto, Ryan Kiros, Vlado Keselj, Evangelos Milios, “In-depth Interactive Visual Exploration for Bridging Unstructured and Structured Document Content”, SIAM Data Mining Workshop on Exploratory Data Analysis, Philadelphia, USA, April 2014. [Paper]
  28. Raheleh Makki, Stephen Brooks, Evangelos Milios, “Context-Specific Sentiment Lexicon Expansion via Minimal User Interaction”. 5th International Conference on Information Visualization Theory and Applications (IVAPP).  pp. 178-185. January 2014; Lisbon, Portugal. [Paper]
  29. Magdalena Jankowska, Vlado Keselj, Evangelos Milios, “Proximity Based One-class Classification with Common N-Gram Dissimilarity for Authorship Verification Task – Notebook for PAN at CLEF 2013″. In Pamela Forner, Roberto Navigli, and Dan Tufis, editors. “CLEF 2013 Evaluation Labs and Workshop – Working Notes Papers”, September 2013. [Paper]
  30. Magdalena Jankowska, Vlado Keselj, Evangelos Milios, “CNG Text Classification for Authorship Profiling Task — Notebook for PAN at CLEF 2013”. In Pamela Forner, Roberto Navigli, and Dan Tufis, editors. “CLEF 2013 Evaluation Labs and Workshop – Working Notes Papers”, September 2013. [Paper]
  31. Seyednaser Nourashrafeddin, Evangelos Milios, Dirk Arnold, Interactive text document clustering using feature labeling, ACM Symposium on Document Engineering (DocEng ’13), pp. 61-70, September 2013, ACM, New York, NY, USA. [Paper]
  32. Ajitesh Srivastava, Axel J. Soto, Evangelos Milios. “A Graph-based Topic Extraction Method enabling Simple Interactive Customization”. 13th ACM Symposium on Document Engineering (DocEng). September 10-13, 2013; Florence, Italy [Paper].
  33. Seyednaser Nourashrafeddin, Evangelos Milios, Dirk Arnold, An evolutionary algorithm for feature selective double clustering of text documents, IEEE Congress on Evolutionary Computation (CEC), pp. 446-453, June 20-23, Cancun, Mexico, 2013. [Paper]
  34. Jessica Perrie, Aminul Islam, Evangelos Milios, Vlado Keselj, “Using Google n-grams to Expand Word-emotion Association Lexicon”, in Proceedings of the 14th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2013, LNCS 7817, Springer, pp. 137-148, Samos, Greece, March 2013. [available at Springer Link]
  35. Ajitesh Srivastava, Axel J. Soto, Evangelos Milios. “Text Clustering using One-Mode Projection of Document-Word Bipartite Graphs”. 28th ACM Symposium on Applied Computing, 927-932. March 18-22, 2013; Coimbra, Portugal [Paper].
  36. Aminul Islam, Evangelos Milios, Vlado Keselj, “Comparing Word Relatedness Measures Based on Google n-grams”, in Proceedings of the 24th International Conference on Computational Linguistics, COLING 2012, pp. 495-506, Mumbai, India, December 2012. [available at aclweb] [poster]
  37. Magdalena Jankowska, Vlado Keselj, Evangelos Milios, Relative N-Gram Signatures: Document Visualization at the Level of Character N-Grams. Proceeding of the IEEE Conference on Visual Analytics Science and Technology, VAST’12, October 2012. [Paper]
  38. Ryan Kiros, Axel J. Soto, Evangelos Milios, Vlado Keselj. “Representation learning for Sparse, High-Dimensional Multi-Label Classification”. In: Jing Tao Yao et al (Eds.). Lecture Notes in Computer Science, Springer-Verlag. 8th International Conference on Rough Sets and Current Trends in Computing 2012. August 17-20, 2012. Chengdu, China. [Paper].
  39. Aminul Islam, Evangelos Milios, Vlado Keselj, “Text Similarity using Google Tri-grams”, in L. Kosseim and D. Inkpen (Eds.): Proceedings of the 25th Canadian Conference on Artificial Intelligence, Canadian AI 2012, LNAI 7310, Springer, pp. 312-317, Toronto, Canada, May 2012. [available at Springer Link] [presentation slides]
  40. Seyednaser Nourashrafeddin, Dirk Arnold, Evangelos Milios, An evolutionary subspace clustering algorithm for high-dimensional data, In Proceedings of the fourteenth International Conference on Genetic and Evolutionary Computation Conference Companion (Gecco), pp. 1497-1498, 2012, ACM, New York, NY, USA [paper]
  41. Axel J. Soto, Marc Strickert, Gustavo E. Vazquez, Evangelos Milios. “Subspace Mapping of Noisy Text Documents”. In: Cory Butz, Pawan Lingras (Eds.) Lecture Notes in Artificial Intelligence, Vol. 6657, 377-383. Springer-Verlag Berlin Heidelberg. Canadian Conference on Artificial Intelligence 2011. May 25-27, 2011; St. John’s, Canada. [Paper]
  42. Axel J. Soto, Marc Strickert, Gustavo E. Vazquez, Evangelos Milios. “Adaptive Visualization of Text Documents Incorporating Domain Knowledge”. Challenges of Data Visualization. NIPS 2010 Workshop. December 11, 2010; Whistler, Canada. [Paper]