Google Scholar, and DBLP

    2017

  1. Huda Hakami, Kohei Hayashi and Danushka Bollegala: An Optimality Proof for the PairDiff operator for Representing Relations between Words, arXiv (pre-print), 2017. pairdiff 2017 pairdiff 2017
  2. Danushka Bollegala, Kohei Hayashi and Ken-ichi Kawarabayashi: Think Globally, Embed Locally -- Locally Linear Meta-Embedding of Words, arXiv (pre-print), 2017. lle 2017 pairdiff 2017
  3. Danushka Bollegala, Yuichi Yoshida, and Ken-ichi Kawarabayashi: Using k-way Co-occurrences for Learning Word Embeddings, arXiv (pre-print), 2017. k-way 2017 k-way 2017
  4. Krasen Samardzhiev, Andrew Gargett, and Danushka Bollegala: Learning Neural Word Salience Scores, arXiv (pre-print), 2017. NWS 2017 NWS 2017
  5. Danushka Bollegala, Kohei Hayashi, and Ken-ichi Kawarabayashi: Learning Linear Transformations between Counting-based and Prediction-based Word Embeddings, PLoS ONE, 2017. LinearTrans 2017 Linear Trans 2017
  6. Huda Hakami and Danushka Bollegala: Compositional approaches for Representing Relations Between Words: A Comparative Study, Knowledge-Based Systems, 136C, pp. 172-182, 2017. Huda KBS 2017 Huda KBS 2017
  7. Abdullah Alsheri, Frans Coenen, and Danushka Bollegala: Accurate Continuous and Non-intrusive User Authentication with Multivariate Keystroke Streaming, 9th International Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K), Madeira, Portugal. (2017.11) Xia ECML 2017
  8. Abdullah Alsheri, Frans Coenen, and Danushka Bollegala: Spectral Analysis of Keystroke Streams: Towards Effective Real-Time and Continuous User Authentication, International Workshop on Spatial and Spatio-temporal Data Mining at the IEEE International Conference on Data Mining (ICDM), New Orleans, USA. (2017.11) Alsheri ICDM 2017
  9. Xia Cui, Frans Coenen, and Danushka Bollegala: Effect of Data Imbalance on Unsupervised Domain Adaptation of Part-of-Speech Tagging and Pivot Selection Strategies, Wokshop on Learning With Imbalanced Domains: Theory and Applications (LIDTA) at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), pp. XX-XX. (2017.09) Xia LIDTA 2017 Xia ECML 2017
  10. Xia Cui, Frans Coenen, and Danushka Bollegala: TSP: Learning Task-Specific Pivots for Unsupervised Domain Adaptation, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), pp. XX-XX. (2017.09) Xia ECML 2017 Xia ECML 2017
  11. Tomoyuki Kajiwara, Danushka Bollegala, Yuichi Yoshida, and Ken-ichi Kawarabayashi: An Iterative Approach for the Global Estimation of Sentence Similarity, PLoS ONE, 2017. Kajiwara 2017 Kajiwara 2017
  12. Danushka Bollegala: Dynamic Feature Scaling for Online Learning of Binary Classifiers, Knowledge-Based Systems, 2017. [DOI] Bollegala KBS 2017 Bollegala KBS 2017
  13. Huda Hakami, Angrosh Mandya, and Danushka Bollegala: Discovering Representative Space for Relational Similarity Measurement, 15th International Conference of the Pacific Association for Computational Linguistics (PACLING), Yangon, Myanmar. (2017.08) PACLING 2017 PACLING 2017
  14. Pavithra Rajendran, Danushka Bollegala, and Simon Parsons: Identifying Argument based Relation Properties in Opinions, 15th International Conference of the Pacific Association for Computational Linguistics (PACLING), Yangon, Myanmar. (2017.08) PACLING 2017 PACLING 2017
  15. Angrosh Mandya, Danushka Bollegala, Frans Coenen, and Katie Atkinson: Frame-based Semantic Patterns for Relation Extraction, 15th International Conference of the Pacific Association for Computational Linguistics (PACLING), Yangon, Myanmar. (2017.08) PACLING 2017 ICAIL 2017
  16. Matias Garcia-Constantino, Katie Atkinson, Danushka Bollegala, Karl Chapman, Frans Coenen, Clare Roberts, and Katy Robson: CLIEL: Context-Based Information Extraction from Commercial Law Documents, 16th International Conference on Artificial Intelligence and Law (ICAIL), London, UK. (2017.06) ICAIL 2017 ICAIL 2017
  17. Angrosh Mandya, Danushka Bollegala, Frans Coenen, and Katie Atkinson: Classifier-based Pattern Selection Approach for Relation Instance Extraction, International Conference on Computational Linguistics and Intelligent Text Processing (CICLing), Budapest, Hungary. (2017.04) CICLing 2017 CICLing 2017

    2016

  18. Abdullah Alsheri, Frans Coenen, and Danushka Bollegala: Towards Keystroke Continuous Authentication Using Time Series Analytics, Research and Development in Intelligent Systems XXXIII, (SGAI 2016), pp. 325-339 Springer. (2016.12) First author received the Best Student Paper Award DaWak 2016 SGAI 2016
  19. Pavithra Rajendran, Danushka Bollegala, and Simon Parsons: Assessing weight of opinion by aggregating coalitions of arguments, 6th International Conference on Computational Models of Argument (COMMA), pp. 431-438, Postdam, Germany. (2016.8) AigMining 2016 COMMA 2016
  20. Pavithra Rajendran, Danushka Bollegala, and Simon Parsons: Contextual Stance Classification of Opinions: A Step Towards Enthymeme Reconstruction in Online Reviews, 3rd Workshop on Argument Mining at Annual Conference of the Association for Computational Linguistics, pp. 31-39, Berlin, Germany. (2016.8) AigMining 2016 argmining-16
  21. Abdullah Alsheri, Frans Coenen, and Danushka Bollegala: Keyboard Usage Authentication using Time Series Analysis, 18th International Conference on Big Data Analytics and Knowledge Discovery (DaWak 2016), pp. 239-252, Porto, Portugal. (2016.9) DaWak 2016 DaWak 2016
  22. Danushka Bollegala, Mohammed Alsuhaibani, Takanori Maehara, and Ken-ichi Kawarabayashi: Joint Word Representation Learning using a Corpus and a Semantic Lexicon, 30th AAAI Conference on Artificial Intelligence (AAAI), pp. 2690-2696, Arizona, USA. (2016.2) AAAI 2016 AAAI 2016 [project page/code/embeddings]

    2015

  23. Huda Hakami, and Danushka Bollegala: A Classification Approach for Detecting Cross-lingual Biomedical Term Translations, Journal of Natural Language Engineering (JNLE), Vol. 1, Issue 1469-8110, pp. 1-21, 2015. NSF [DOI] JNLE 2016
  24. Danushka Bollegala, Takanori Maehara, and Ken-ichi Kawarabayashi: Unsupervised Cross-Domain Word Representation Learning, 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015), and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing (IJCNLP), pp. 730-740, Beijing, China, July, 2015 ACL 2015 ACL 2015 [code]
  25. Danushka Bollegala, Takanori Maehara, and Ken-ichi Kawarabayashi: Embedding Semantic Relations into Word Representations, International Joint Conferences on Artificial Intelligence (IJCAI 2015), pp. 1222-1228, Buenos Aires, Argentina, July, 2015. IJCAI 2015 IJCAI 2015 [code]
  26. Danushka Bollegala, Tingting Mu, and John Y. Goulermas: Cross-domain Sentiment Classification using Sentiment Sensitive Embeddings , IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 28, Issue 2, pp. 398-410, 2015. NSF [DOI] TKDE 2015 [code]
  27. Pascal Kuyten, Danushka Bollegala, Bernd Hollerit, Helmut Prendinger, and Kiyoharu Aizawa: A Discourse Search Engine based on Rhetorical Structure Theory, 37th European Conference on Information Retrieval (ECIR 2015), pp. 80-91, Vienna, Austria. (2015.03) AAAI 2015 ECIR 2015
  28. Richard Sloane, Orod Osanlou, David Lewis, Danushka Bollegala, Simon Maskell, and Munir Pirmohamed: Social Media and Pharmacovigilance: A Review of the Opportunities and Challenges, British Journal of Clinical Pharmacology, Vol. 80, Issue 4, pp. 910-920, 2015. NSF BJC 2015
  29. Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, and Ken-ichi Kawarabayashi: Learning Word Representations from Relational Graphs, 29th AAAI Conference on Artificial Intelligence (AAAI 2015), pp. 2146-2152, Texas, USA. (2015.1) AAAI 2015 AAAI 2015
  30. Danushka Bollegala, Georgios Kontonatsios, and Sophia Ananiadou: A Cross-lingual Similarity Measure for Detecting Biomedical Term Translations, PLoS ONE, pp. 1-10, Vol. 10, no. 6, 2015. [DOI] NSF PLOS 2015
  31. Nozomi Nori, Danushka Bollegala, and Mitsuru Ishizuka: Interest Prediction via User's Actions on Social Media, Transactions of the Japanese Society for Artificial Intelligence, Vol. 30, No. 4, pp. 168-176, 2015. NSF [DOI] Nori 2015
  32. Hiroyuki Sato, Yoshihiko Hasegawa, Danushka Bollegala, and Hitoshi Iba: Improved sampling using loopy belief propagation for probabilistic model building genetic programming, Swarm and Evolutionary Computation, Vol. 23, pp. 1-8, August, 2015. [DOI] NSF Sato 2015
  33. Nozomi Nori, Danushka Bollegala, and Hisashi Kashima: Simultaneous Higher-order Relation Prediction via Collective Indicence Matrix Embedding, Transactions of the Japanese Society for Artificial Intelligence, Vol. 30, No. 2, pp. 459-465, 2015. NSF [DOI] Nori 2015b

    2014

  34. Danushka Bollegala, David Weir, and John Carroll: Learning to Predict Distributions of Words across Domains, Annual Conference of the Association for Computational Linguistics (ACL 2014), pp. 613-623, Baltimore, Maryland, USA. (2014.6) ACL 2014 source code
  35. Nozomi Nori, Danushka Bollegala, and Hisashi Kashima: A Dimension Reduction Approach to Multinomial Relation Prediction , Transactions of the Japanese Society for Artificial Intelligence, Vol. 29, No. 1, pp. 168-176, 2014. Received the Award for the Best Journal Paper of the Year NSF Nori 2014

    2013

  36. Danushka Bollegala, Mitsuru Kusumoto, Yuichi Yoshida, and Ken-ichi Kawarabayashi: Mining for Analogous Tuples from an Entity-Relation Graph, 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), pp. 2064-2070, Beijing, China. (2013.8) NSF
  37. Muhammad Asif Hossain Khan, Danushka Bollegala, Guangwen Liu, and Kaoru Sezaki: Multi-Tweet Summarization of Real-Time Events, ASE/IEEE International Conference on Social Computing, pp. 128-133, Washington D.C., USA. (2013.9) NSF [DOI]
  38. Hiroyuki Sato, Danushka Bollegala, Yoshihiko Hasegawa, and Hitoshi Iba: Learning Non-linear Ranking Functions for Web Search using Probabilistic Model Building GP, IEEE Congress on Evolutionary Computation (CEC 2013), pp. 3371-3378, Cancun, Mexico. (2013.6) NSF [DOI]
  39. Muhammad Asif Hossain Khan, Danushka Bollegala, Guangwen Li, and Kaoru Sezaki: Delineating Real-Time Events by Identifying Relevant Tweets with Popular Discussion Points, ASE Human Journal, Vol. 2, No. 3, pp. 136-150, 2013. NSF Khan ASE 2013
  40. Danushka Bollegala: Deep Learning for Natural Language Processing, Journal of the Japanese Society for Artificial Intelligence, Vol. 29, No. 2, pp. 195-203, 2013. NSF Bollegala 2014
  41. Danushka Bollegala and Ekaterina Shutova: Metaphor Interpretation using Paraphrases Extracted from the Web, PLoS ONE, Vol. 8, No. 9, e74304, 2013. NSF [DOI] Bollegala PLOS 2014
  42. Ken-ichi Yokote, Danushka Bollegala, and Mitsuru Ishizuka: Jointly Learning Similarity Transformations for Textual Entailment Transactions of of the Japanese Society for Artificial Intelligence, Vol. 8, No. 2, pp. 220-229, 2013. [DOI] NSF Yokote JSAI 2013
  43. Danushka Bollegala, Tomokazu Goto, Nguyen Tuan Duc, and Mitsuru Ishizuka: Improving Relational Similarity Measurement using Symmetries in Proportional Word Analogies, Information Processing and Management Journal, Vol. 49, Issue 1, pp. 355-369, Elsevier, January, 2013. [DOI] NSF IPM 2013
  44. Danushka Bollegala, David Weir, and John Carroll: Cross-Domain Sentiment Classification using a Sentiment Sensitive Thesaurus, IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 25, No. 8, pp. 1719-1731, August, 2013. [DOI] NSF TKDE 2013
  45. Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Minimally Supervised Novel Relation Extraction using Latent Relational Mapping, IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 25, Issue 2, pp. 419-432, February, 2013. DOI NSF TKDE 2013b

    2012

  46. Francisco Tacoa, Danushka Bollegala, and Mitsuru Ishizuka: A Context Expansion Method for Supervised Word Sense Disambiguation, Sixth IEEE International Conference on Semantic Computing (ICSC 2012), poster paper, pp. 339-341, Palremo, Italy. (2012.9) NSF
  47. Nozomi Nori, Danushka Bollegala, Hisashi Kashima: Multinomial Relation Prediction in Social Data: A Dimension Reduction Approach Proceedings of the 26th National Conference on Artificial Intelligence (AAAI 2012), pp. 115-121, Toronto, Canada. (2012.7) NSF
  48. Ken-ichi Yokote, Danushka Bollegala, Mitsuru Ishizuka: Similarity is not Entailment - Jointly Learning Similarity Transformations for Textual Entailment Proceedings of the 26th National Conference on Artificial Intelligence (AAAI 2012), pp. 1720-1726, Toronto, Canada. (2012.7) NSF
  49. Hiroyuki Sato, Yoshihiko Hasegawa, Danushka Bollegala and Hitoshi Iba: Probabilistic Model Building GP with Belief Propagation, IEEE Congress on Evolutionary Computation (CEC 2012), pp. 1-8, Brisbane, Australia. (2012.6) NSF [DOI]
  50. Danushka Bollegala, Naoaki Okazaki, and Mitsuru Ishizuka: A Prefernce Learning Approach to Sentence Ordering for Multi-document Summarization, Journal of Information Sciences, Vol. 217, pp. 78-95, Elsevier, December, 2012. [DOI] NSF IPM 2012
  51. Danushka Bollegala, Naoki Tani, and Mitsuru Ishizuka: Improving the Accuracy of Attribute Extraction using the Relatedness between Attribute Values Transactions of the Japanese Society for Artificial Intelligence, Vol. 27, No. 2, pp. 245-252, 2012. [DOI] NSF Tani JSAI 2012
  52. Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Measuring the degree of Synonymy between Words using Relational Similarity between Word Pairs as a Proxy, Institute of Electronics, Information and Communication Engineers (IEICE) Transactions on Information Systems, Vol. E95-D, No. 8, pp. 2116 - 2123, 2012. [DOI] NSF Bollegala IEICE 2012
  53. Nguen Tuan Duc, Danushka Bollegala, and Mitsuru Ishizuka: Cross-Language Latent Relational Search between Japanese and English Languages Using a Web Corpus, ACM Transactions on Asian Language Information Processing (TALIP), Vol. 11, Issue 3, pp. 11:1 - 33, September, 2012. [DOI] NSF Duc TALIP 2012
  54. Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Automatic Annotation of Ambiguous Personal Names on the Web, Computational Intelligence, Vol. 28, Issue 3, pp. 398 - 425, August, 2012. DOI NSF Danu CI 2012

    2011

  55. Nugyen Duc, Danushka Bollegala, and Mitsuru Ishizuka: Cross-Language Latent Relational Search: Mapping Knowledge across Languages, Proceedings of the 25th National Conference on Artificial Intelligence (AAAI 2011), pp. 1237-1242, San Francisco, USA. (2011.8) NSF
  56. Naoki Tani, Danushka Bollegala, Naiwala Chandrasiri, Shuhei Iitsuka, Keisuke Okamoto, Kazunari Nawa, Yutaka Matsuo: Collaborative Search in a Real-World Context, Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM 2011) (poster paper), pp. 2137-2140, Glasgow, UK. (2011.10) NSF
  57. Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Relation Adaptation: Learning to Extract Novel Relations with Minimum Supervision, Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011), pp. 2205-2210, Barcelona, Spain. (2011.7) NSF
  58. Nozomi Nori, Danushka Bollegala, and Mitsuru Ishizuka: Interest Prediction on Multinomial, Time-Evolving Social Graphs, Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011), pp. 2507-2512, Barcelona, Spain. (2011.7) NSF
  59. Nozomi Nori, Danushka Bollegala, and Mitsuru Ishizuka: Exploiting User Interest on Social Media for Aggregating Diverse Data and Predicting Interest, Proceedings of the 5th International AAAI Conference on Weblogs and Social Media (ICWSM 2011), pp. 241-248, Barcelona, Spain. (2011.7) NSF
  60. Danushka Bollegala, Nasimul Noman, and Hitoshi Iba: RankDE: Learning a Ranking Function for Information Retrieval using Differential Evolution, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2011), pp. 1771-1778, Dublin, Ireland. (2011.7) NSF Received the Best Paper Award
  61. Nasimul Noman, Danushka Bollegala, and Hitoshi Iba: Differential Evolution with Self Adaptive Local Search, Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2011), pp. 1099-1106, Dublin, Ireland. (2011.7) NSF
  62. Nasimul Noman, Danushka Bollegala, and Hitoshi Iba: An Adaptive Differential Evolution Algorithm, Proceedings of the IEEE Congress on Evolutionary Computation (IEEE CEC 2011), pp. 2229-2236, New Orleans, USA. (2011.6) NSF
  63. Danushka Bollegala, David Weir, and John Carroll: Using Multiple Sources to Construct a Sentiment Sensitive Thesaurus for Cross-Domain Sentiment Classification, Proceedings of 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL/HLT 2011), pp. 132-141, Portland, Oregon, USA. (2011.6) NSF NSF
  64. Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: From Actors, Politicians, to CEOs: Domain Adaptation of Relational Extractors using a Latent Relational Mapping, Proceedings of the 20th International World Wide Web Conference (WWW 2011) poster session, pp. 13-14, Hyderabad, India. (2011.3) NSF
  65. Hugo Hernault, Danushka Bollegala, and Mitsuru Ishizuka: Semi-Supervised Discourse Relation Classification with Structural Learning, Proceedings of the Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2011), Lecture Notes in Computer Science, Volume 6608/2011, pp. 340-352, Tokyo, Japan. (2011.02). NSF
  66. Haibo Li, Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Using Graph based Method to Improve Bootstrapping Relation Extraction, Proceedings of the Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2011), Lecture Notes in Computer Science, Volume 6609/2011, pp. 127-138, Tokyo, Japan. (2011.02). NSF
  67. Danushka Bollegala: A Supervised Ranking Approach for Detecting Relationally Similar Word Pairs, Proceedings of the IEEE International Conference on Information and Automation for Sustainability (ICAfs 2011), pp. 323-328, Colombo, Sri Lanka. NSF
  68. Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: A Web Search Engine-based Approach to Measure Semantic Similarity between Words, IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 23, no. 7, pp. 977-990, July, 2011. [DOI] NSF
  69. Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Automatic Discovery of Personal Name Aliases from the Web, IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 23, no. 6, pp. 831-844, July, 2011. [DOI] NSF
  70. Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: A Supervised Classification approach for Measuring Similarity between Word Pairs, Transactions of the Institute of Electronics, Information and Communication Engineers (IEICE), Vol.E94-D, no. 11, pp. 2227-2233, November, 2011. NSF
  71. Nguyen Tuan Duc, Danushka Bollegala, and Mitsuru Ishizuka: Exploiting Relational Similarity between Entity Pairs for Latent Relational Search, Transactions of the Information Processing Society of Japan, Vol. 52, no. 4, pp. 1790-1802, 2011. NSF
  72. Nguyen Tuan Duc, Danushka Bollegala, and Mitsuru Ishizuka: Relation Representation and Indexing Method for Fast and High Precision Latent Relational Search Engine, Special issue of the Transactions of the Japanese Society for Artificial Intelligence, Vol. 26, no. 2, pp. 307-312, 2011. NSF
  73. Wataru Sunayama, Yasufumi Takama, Danushka Bollegala, Yoko Nishihara, Hidekazu Tokunaga, Mineo Kushima, Mitsunori Matsushita: Total Environment for Text Data Mining, Transactions of the Japanese Society for Artificial Intelligence,Vol.26, No.4, pp. 483--493, 2011. NSF
  74. Tomokazu Goto, Nguyen Tuan Duc, Danushka Bollegala, and Mitsuru Ishizuka: Improving Relational Search Performance using Relational Symmetries and Predictors, Transactions of the Japanese Society for Artificial Intelligence</a>, Vol. 26, no. 6, pp. 649-656, 2011. [DOI] NSF

    2010

  75. Danushka Bollegala, Naoaki Okazaki and Mitsuru Ishizuka: A bottom up Approach to Sentence Ordering for Multi-document Summarization , Information Processing and Management, Vol. 46, Issue 1, pp. 89-109, Elsevier, 2010. NSF
  76. Keigo Watanabe, Danushka Bollegala, Yutaka Matsuo, and Mitsuru Ishizuka: Automatic Extraction of Related Terms using Web Search Engines, Journal of the Japan Society for Fuzzy Theory and Intelligent Informatics, Vol. 23, no. 4, pp. 483-493, 2010. NSF
  77. Hugo Hernault, Danushka Bollegala, and Mitsuru Ishizuka: A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations using Feature Vector Extension, Proceedings of the Empirical Methods in Natural Language Processing (EMNLP 2010), pp. 399-409, Massachusetts, USA. (2010.10) EMNLP2010
  78. Hugo Hernault, Danushka Bollegala, and Mitsuru Ishizuka: Towards Semi-Supervised Classification of Discourse Relations using Feature Correlations, Proceesings of the 11th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL 2010) (short paper), pp.55-58, Tokyo, Japan. (2010.09) SIGDIAL2010
  79. Nugyen Duc, Danushka Bollegala, and Mitsuru Ishizuka: Using Relational Similarity between Word Pairs for Latent Relational Search on the Web, Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence (WI 2010) (short paper), pp. 196-199, Toronto, Canada. (2010.08) WI2010 [DOI]
  80. Tomokazu Goto, Nugyen Duc, Danushka Bollegala, and Mitsuru Ishizuka: Exploiting Symmetry in Relational Similarity for Ranking Relational Search Results, Proceedings of the 11th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2010) (short paper), pp. 595-600, Daegu, South Korea. (2010.08) PRICAI2010 Received the Best Poster Paper Award
  81. Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: Relational Duality: Unsupervised Extraction of Semantic Relations between Entities on the Web, Proceedings of the 19th International World Wide Web Conferece (WWW 2010), pp. 151-160, North Carolina, USA. (2010.04) WWW2010 NSF
  82. Hugo Hernault, Danushka Bollegala and Mitsuru Ishizuka: A Sequential Model for Discourse Segmentation, Proceedings of the 11th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2010), Lecture Notes in Computer Science, vol. 6008/2010, pp. 315-326, Romania. (2010.03) CICLing2010

    2009

  83. Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: A Relational Model of Semantic Similarity between Words using Automatically Extracted Lexical Pattern Clusters from the Web, Proceedings of Empirical Methods in Natural Language Processing (EMNLP 2009), pp. 803-812, Singapore (2009.08). NSF
  84. Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: Measuring the Similarity between Implicit Semantic Relations from the Web, Proceedings of the 18th International World Wide Web Conference (WWW 2009), pp. 651-660, Madrid, Spain (2009.04) NSF  NSF NSF
  85. Keigo Watanabe, Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: A Two-Step Approach to Extracting Atrtibutes for People on the Web, Proceedings (online) of the Second Web People Search Task (WePS2) Workshop at 18th International World Wide Web Conference (WWW 2009), Madrid, Spain (2009.04) NSF
  86. Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: Measuring the Similarity between Implicit Semantic Relations using Web Search Engines, Proceedings (CD-ROM) of the Second ACM International Conference on Web Search and Data Mining (WSDM 2009), pp. 104-113, Barcelona, Spain (2009.02) NSF  NSF

    2008

  87. Danushka Bollegala, Taiki Honma, Yutaka Matsuo and Mitsuru Ishizuka: Automatically Extracting Personal Name Aliases from the Web, Proceedings of the 6th International Conference on Natural Language Processing (GoTAL 2008), Advances in Natural Language Processing Springer LNCS 5221, pp. 77-88, Gothenburg, Sweeden (2008.08).
  88. Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: WWW sits the SAT: Measuring Relational Similarity from the Web, Proceedings of the 18th European Conference on Artificial Intelligence (ECAI 2008), pp. 333-337, Patras, Greece (2008.07)
  89. Danushka Bollegala, Taiki Honma, Yutaka Matsuo and Mitsuru Ishizuka: Mining for Personal Name Aliases on the Web, (poster paper) Proceedings of 17th International World Wide Web Conference (WWW 2008), Vol.II, pp. 1107-1108, Beijing, China (2008.04)
  90. Danushka Bollegala, Taiki Honma, Yutaka Matsuo and Mitsuru Ishizuka: Identification of Personal Name Aliases on the Web, Online Proceedings of WWW 2008 Workshop on Social Web Search and Mining (SWSM 2008), 8 pages, Beijing, China (2008.04) <a href="../papers/SWSM08.pdf" </a>
  91. Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: A Co-occurrence Graph-based Approach for Personal Name Alias Extraction from Anchor Texts, (poster paper) Proceedings of 3rd International Joint Conferences on Natural Language Processing (IJCNLP 2008), Vol.II, pp. 865-870, Hyderabad, India (2008.1)

    2007

  92. Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: Measuring Semantic Similarity between Words Using Web Search Engines, Proceedings of the 16th International World Wide Web Conference (WWW 2007), pp. 757-766, Banff, Canada (2007.5)
  93. Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: An Integrated Approach to Measuring Semantic Similarity between Words Using Information Available on the Web , Proceedings of the North American Chapter of the Association for Computational Linguistics (HLT-NAACL 2007), pp. 340-347, Rochester, New York (2007.4)
  94. Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: Disambiguating Personal Names on the Web using Automatically Extracted Key Phrases , Proceedings of International Joint Conferences on Artificial Intelligence (IJCAI) 2007 Workshop on Text-Mining and Link-Analysis (TextLink 2007), 10 pages, Hyderabad, India (2007.1)

    2006

  95. Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: Disambiguating Personal Names on the Web using Automatically Extracted Key Phrases, Proceedings of the European Conference of Artificial Intelligence (ECAI2006), pp. 553-557, Italy (2006.8)
  96. Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: Extracting Key Phrases to Disambiguate Personal Name Queries in Web Search, Proceedings of the Workshop "How can Computational Linguistics improve Information Retreival?", at the joint 21st International Conference on Computational Linguistics and the 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL 2006), pp.17-24 , Sydney, Australia, (2006.07)
  97. Danushka Bollegala, Naoaki Okazaki and Mitsuru Ishizuka: A bottom-up approach to Sentence Ordering for Multi-document Summarization, Proceedings of the joint 21st International Conference on Computational Linguistics and the 44th Annual Meeting of the Association for Computational Linguistics (COLING-ACL 2006), pp. 385-392, Sydney, Australia. (2006.07)
  98. Yutaka Matsuo, Masahiro Hamasaki, Hideaki Takeda, Junichiro Mori, Danushka Bollegala, Hiroyuki Nakamura, Takuichi Nishimura, Koiti Hashida and Mitsuru Ishizuka: Spinning Multiple Social Networks for Semantic Web, Proceedings of the 21st National Conference on Artificial Intelligence (AAAI 2006), pp 1381-1387, Boston, MA, USA,(2006.07)
  99. Danushka Bollegala, Yutaka Matsuo and Mitsuru Ishizuka: Extracting Key Phrases to Disambiguate Personal Names on the Web, Proceedings of the 7th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2006), pp. 223-234, Mexico City, Mexico, (2006.02)

    2005

  100. Danushka Bollegala, Naoaki Okazaki and Mitsuru Ishizuka: A Machine Learning Approach to Sentence Ordering for Multi-document Summarization and its Evaluation, Proceedings of the 2nd International Joint Conference on Natural Language Processing (IJCNLP 2005), pp. 624-635, Jeju, South Korea, (2005.10)