Sunderland Repository records the research produced by the University of Sunderland including practice-based research and theses.
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Oakes, Michael, Anwar, M and Panchev, Christo (2013) Data Mining for Gender Differences in Tinnitus. Proceedings of the World Congress on Engineering, International Conference of Data Mining and Knowledge Engineering.
Anwar, M N and Oakes, Michael (2012) Mining of Audiology Patient Records: Factors Influencing the Choice of Hearing Aid Type. BMC Medical Informatics and Decision Making, 12 S1 (S6).
Tripathi, Nandita, Oakes, Michael and Wermter, Stefan (2011) Semantic subspace learning for text classification using hybrid intelligent techniques. International Journal of Hybrid Intelligent Systems, 8 (2). pp. 99-114. ISSN 1448-5869
Oakes, Michael, Lin, Wei-Chao and Tait, John (2010) Improving image annotation via representative feature vector selection. Neurocomputing, 73 (10-12). pp. 1774-1782. ISSN 0925-2312
Xu, Yan and Oakes, Michael (2010) An initial study on text summarisation in film stories: Un estudio inicial sobre el resumen de argumentos de películas. Sociedad Española para el Procesamiento de Lenguaje Natural, 44. ISSN 1135-5948
Lin, Wei-Chao, Oakes, Michael, Tait, John and Tsai, Chih-Fong (2009) Improving image annotation via useful representative feature selection. Cognitive Processing, 10 (3). pp. 233-242. ISSN 1612-4782
Lin, Wei-Chao, Oakes, Michael and Tait, John (2009) Using information gain to select representative image features. Cognitive Processing, 10 (3). pp. 233-242. ISSN 1612-4782
Palomino, Marco, Oakes, Michael and Wuytack, Tom A (2009) Concept suggestion engine for professional multimedia archives. Research in Computer Science: Advances in Computer Science and Engineering (42). pp. 29-40.
Oakes, Michael and Farrow, Malcolm (2007) Use of the chi-squared test to examine vocabulary differences in English language corpora representing seven different countries. Literary and Linguistic Computing, 22. pp. 85-99. ISSN 02681145
Bowerman, Chris, Ke, Shih-Wen and Oakes, Michael (2006) PERC: A personal email classifier. Lecture Notes in Computer Science, 3936. pp. 460-463. ISSN 0302-9743
Anwar, Muhammad Naveed, Oakes, Michael and McGarry, Kenneth (2011) Chi-squared, Yule's Q and Likelihood Ratios in Tabular Audiology Data. In: Electrical Engineering and Applied Computing. Lecture Notes in Electrical Engineering (90). Springer, Netherlands, pp. 365-376. ISBN 9789400711921
Anwar, Muhammad Naveed and Oakes, Michael (2011) Data mining of audiology patient records: factors influencing the choice of hearing aid type. In: DTMBIO '11: Proceedings of the ACM fifth international workshop on Data and text mining in biomedical informatics. Association for Computing Machinery, pp. 11-18. ISBN 9781450309608
Anwar, Muhammad Naveed, Oakes, Michael and McGarry, Kenneth (2010) Chi-squared and associations in tabular audiology data. In: Proceedings of the World Congress on Engineering 2010; WCE 2010, June 30 - July 2, 2010, London, U.K. Lecture notes in engineering and computer science, 1 (2183). Newswood Ltd and International Association of Engineers, pp. 346-351. ISBN 9789881701299
Oakes, Michael (2009) Corpus linguistics and language variation. In: Contemporary Corpus Linguistics. Contemporary Studies in Linguistics . Continuum, pp. 159-183. ISBN 9780826496102
Oakes, Michael (2009) Corpus Linguistics and stylometry. In: Corpus Linguistics: An International Handbook. Handbooks of Linguistics and Communication Science, 2 . Mouton de Gruyter, pp. 1070-1090. ISBN 978-3110207330
Oakes, Michael (2009) Computer-aided discovery of regular sound changes in Spanish and Galician. In: Cognitive Approaches to Language and Linguistic Data: Studies in honor of Barbara Lewandowska-Tomaszczyk. Polish Studies in English Language and Literature (27). Peter Lang International Academic Publishers, pp. 453-460. ISBN 978-3-631-58861-1
Oakes, Michael (2008) Javanese. In: The World's Major Languages. 2nd Ed. Routledge, pp. 819-832. ISBN 0415353394
Oakes, Michael (2008) Preprocessing multilingual corpora. In: Corpus Linguistics: An International Handbook. Handbooks of Linguistics and Communication Science, 1 . Mouton de Gruyter, pp. 685-705. ISBN 978-3110180435
Oakes, Michael Author Identification, Plagiarism and Spam. In: The Oxford Handbook of Computational Linguistics. Oxford University Press. (Submitted)
Panchev, Christo, Anwar, M N and Oakes, Michael (2013) Hearing Aid Classification Based on Audiology Data. In: International Conference on Artificial Neural Networks (ICANN),, 10 – 13 Sep 2013, Sofia, Bulgaria..
Oakes, Michael, Anwar, M N and Panchev, Christo (2013) Data Mining for Gender Differences in Tinnitus. In: International Conference in Data Mining and Knowledge Engineering (ICDMKE), 4 – 5 Jul 2013., London, England.
Erwin, Harry and Oakes, Michael (2012) Correspondence Analysis of the New Testament. Workshop on Language Resources and Evaluation for Religious Texts. In: Language Resources and Evaluation for Religious Texts, May 22, 2012, Istanbul, Turkey.
Tripathi, Nandita, Oakes, Michael and Wermter, Stefan (2011) Hybrid Parallel Classifiers for Semantic Subspace Learning. In: International Conference on Artifical Neural Networks (ICANN 2011), 14-17 June 2011, Espoo, Finland.. (Unpublished)
Oakes, Michael and Hall, Lynne (2011) Search engine metrics to discover terms characteristic of a database of images with captions. In: Ninth International Conference on Terminology and Artificial Intelligence, 8 - 10 Nov 2011, Institut National des Langues et Civilisations Orientales, Paris.
Xu, Yan and Oakes, Michael (2011) Using search logs to recommend images to new users. In: 7th International workshop on adaptive multimedia retrieval (AMR), 24-25 Sep 2009, Madrid, Spain.
Anwar, Muhammad Naveed, Oakes, Michael, Wermter, Stefan and Hinrich, Stefan (2010) Clustering audiology data. In: BeneLearn 2010: 19th annual machine learning conference of Belgium and the Netherlands, 27-28 May 2010, Leuven, Belgium.
Anwar, Muhammad Naveed, Oakes, Michael and McGarry, Kenneth (2010) Chi-squared and associations in tabular audiology data. In: International Conference of Data Mining and Knowledge Engineering (ICDMKE2010), 30 Jun - 2 Jul 2010, London. (Unpublished)
Palomino, Marco, Oakes, Michael and Wuytack, Tom A (2009) An evaluation of concept suggestion strategies for professional mutlimedia archives. In: 2009 International Multiconference on Computer Science and Information Technology, 12-14 Oct 2009, Mrągowo, Poland.
Palomino, Marco, Oakes, Michael and Wuytack, Tom A (2009) Automatic extraction of keywords for a multi-media search engine using the chi-square test. In: Dutch-Belgian information retrieval workshop, 2-3 Feb 2009, Vrijhof, University of Twente, Enschede, The Netherlands.
Oakes, Michael and Xu, Yan (2009) Search engine based on query logs and search log analysis at the University of Sunderland. In: LADS workshop, cross-language evaluation forum, 30 Sep - 2 Oct 2009, Corfu, Greece. (Unpublished)
Ke, George, Oakes, Michael, Palomino, Marco and Xu, Yan (2008) Comparison between SVM-Light, a search engine-based approach and the MediaMill baselines for assigning concepts to video shot annotations. In: 6th international workshop on content-based multimedia indexing, 18-20 June 2008, London, UK.
Lin, Wei-Chao, Oakes, Michael and Tait, John (2008) Real AdaBoost for large vocabulary image classification. In: 6th international workshop on content-based multimedia indexing (CBMI-2008), 18-20 Jun 2008, London, UK.
Chen, Chufeng, Oakes, Michael and Tait, John (2008) A location data annotation system for personal photograph collections: evaluation of a searching and browsing tool. In: Sixth International Workshop on Content-Based Multimedia Indexing: CBMI-2008, 18-20 Jun 2008, London, UK.
Bowerman, Chris, Stamoulos, Marios N and Oakes, Michael (2008) Generating topic signatures from a corpus of e-learning content. In: 6th International conference on Practical Applications in Language and Computers: PALC 2007, 19-22 Apr 2007, Lodz University Conference Centre, Poland.
Oakes, Michael (2008) Language variation in corpora. In: BCS-IRSG Workshop on Corpus Profiling, 18 Oct 2008, London, UK. (Unpublished)
Oakes, Michael, Chen, Chufeng and Tait, John (2006) Browsing personal images using episodic memory (time and location). In: Advances in IR: 28th European Conference on Information Retrieval Research, London.
Oakes, Michael, Ke, Shih-Wen and Bowerman, Chris (2006) PERC: A Personal Email Classifier. In: Advances in IR: 28th European Conference on Information Retrieval Research, London.
Oakes, Michael, Yamout, Fadi and Tait, John (2006) Relevance Feedback using Weight Propagation. In: Advances in IR: 28th European Conference on Information Retrieval Research, London.
Bowerman, Chris, Ke, George and Oakes, Michael (2006) Periodic incremental learning with enron corpus. In: 29th Annual International ACM SIGIR Conference on Research and Development on Information Retrieval, 6-11 Aug 2006, Seattle, Washington, USA. (Unpublished)
Stokoe, Christopher, Oakes, Michael and Tait, John (2003) Word Sense Disambiguation in Information Retrieval Revisited. In: Proceedings of the 26th ACM SIGIR Conference on Research and Development in Information Retrieval.
Oakes, Michael (2013) The many facets of Corpus Linguistics in Bergen. BeLLS (Bergen Languages and Linguistics Studies), University of Bergen. ISBN 9788299858731
Oakes, Michael (2013) Literary Detective Work on the Computer. John Benjamins Publishing Company Ltd. (Submitted)