2008
Zhang Q, R Hu, B MacNamee & SJ Delany (2008) Back to the Future: Knowledge Light Case Base Cookery In: Proceedings of the Workshop on the Computer Cooking Contest, 9th European Conference on Case-based Reasoning, M Schaaf (ed.) p239-248
** European Champion Award Winner **
(BibTeX, pdf)
Hu R, B MacNamee & SJ Delany (2008) Sweetening the Dataset: Using Active Learning to label Unlabelled Datasets In: Proceedings of the 19th Irish Conference on Artificial Intelligence & Cognitive Science, D Bridge, K Brown, B O'Sullivan & H Sorensen (eds.) p53-62
(BibTeX, pdf)
Lindstrom P, SJ Delany & B MacNamee (2008) Autopilot: Simulating Changing Concepts in Real Data In: Proceedings of the 19th Irish Conference on Artificial Intelligence & Cognitive Science, D Bridge, K Brown, B O'Sullivan & H Sorensen (eds.)
p272-263
(BibTeX, pdf)
Cunningham P, M Cord & SJ Delany (2008) Supervised Learning In: Machine Learning Techniques for Multimedia. Case Studies on Organisation and Retrieval, M Cord & P Cunningham (eds.) p21-47 Springer
(BibTeX, publisher's link)
2007
Madden M & SJ Delany (eds) Special Issue from the 18th Artificial Intelligence and Cognitive Science Conference, Artificial Intelligence Review, Springer 2007
(publisher's link)
Delany SJ & M Madden (eds.) Proceedings of the 18th Irish Conference on Artificial Intelligence & Cognitive Science (AICS-07), Dublin 2007.
Cunningham P & SJ Delany (2007) Non-Standard Similarity Metrics In: Proceedings of the Workshop on Knowledge Discovery & Similarity, 7th International Conference on Case-based Reasoning, Wilson & Khemani (Eds.) p115-128
Delany SJ & D Bridge (2007) Catching the Drift: Using Feature Free Case-based Reasoning for Spam Filtering, In: R Weber & M. Richter (eds.) Case-Based Reasoning Research and Development, Procs of the 7th International Conference on Case-based Reasoning (ICCBR 2007) p314-328
**Nominated for Best Paper Award**
(BibTeX, pdf)
2006
SJ Delany & D Bridge (2006) Textual Case-Based Reasoning for Spam Filtering A Comparison of Feature-Based and Feature-Free Approaches, Artificial Intelligence Review 26(1-2), p75-87
(BibTeX, publisher's link)
Delany SJ & D Bridge (2006) Feature-Based and Feature Free Textual CBR: A
Comparison in Spam Filtering, In: D.Bell, P. Milligan & P. Sage (eds.) Proc of the 17th Irish Conf on
Artificial Intelligence and Cognitive Science (AICS '06) p244-253
(BibTeX, pdf)
Delany SJ, P Cunningham & B Smyth (2006) ECUE: A Spam Filter that Uses
Machine Learning to track Concept Drift, In: Proc of the 17th Eur. Conf.
on Artificial Intelligence (PAIS stream), p627-631.
(BiBTeX, pdf)
Delany SJ, P Cunningham & A Tysmbal
(2006) A comparison of Ensemble and Case-base Maintenance Techniques for
Handling Concept Drift in Spam Filtering, In: G.Sutcliffe and R.Goebel
(eds.), Proc. 19th Int. Conf. on Artificial Intelligence FLAIRS'2006,
p340-345, AAAI Press
(BibTeX, pdf)
The datasets used in this paper can be downloaded.
Zamolotskikh A, SJ Delany & P Cunningham (2006) A methodology for
comparing classifiers that allow the control of bias, In: 21st ACM Symposium
on Applied Computing, p582-587, ACM New York
(BibTeX, pdf)
Delany SJ (2006) Using Case-Based Reasoning for Spam Filtering,
PhD Thesis, March 2006
(pdf)
The datasets used in this thesis can be downloaded.
2005
Healy M, SJ Delany & A Zamolotskikh (2005) An Assessment of Case-based Reasoning
for Short Text Message Classification, In: Norman Creaney (ed.) Proceedings
of the 16th Irish Conference on Artificial Intelligence & Cognitive Science (AICS
'05), p257-266.
(BibTeX, pdf)
Delany SJ, Cunningham P, Doyle D, Zamolotskikh A (2005) Generating Estimates of
Classification Confidence for a Case-based Spam Filter, In: H Munoz-Avila and F.
Ricci (eds.) Proceedings of the 6th International Conference on Case-based
Reasoning (ICCBR '05), LNAI 3620, p170-190, Springer Verlag
(BibTeX, pdf)
Delany SJ, Cunningham P, Coyle L (2005) An Assessment of Case-Based Reasoning
for Spam Filtering, Artificial Intelligence Review Journal , 24(3-4)
p359-378, Springer
(BibTex, publisher's link, short version)
Delany SJ, Cunningham P, Tsymbal A, Coyle L (2005) A Case-based Technique for
Tracking Concept Drift in Spam Filtering Journal of Knowledge Based Systems 18(4-5) p187-195, Elsevier.
(BibTeX, online link)
The datasets used in this paper can be downloaded.
2004
Delany SJ, Cunningham P, Tsymbal A, Coyle L. (2004) A Case-Based Technique for Tracking
Concept Drift in Spam Filtering, In: Macintosh A, Ellis R. &
Allen T. (eds.) Applications and Innovations in Intelligent Systems XII,
Procs. of AI 2004, p3-16, Springer
***Awarded Best Application Paper***
(BibTeX, pdf)
The datasets used in this paper can be downloaded.
Delany SJ, Cunningham P, Coyle L. (2004) An Assessment of Case-Based
Reasoning for Spam Filtering, In: L. McGinty & B Crean (eds.), Proceedings of
Fifteenth Irish Conference on Artificial Intelligence and Cognitive Science (AICS
'04), p9-18.
(BibTeX, pdf, extended version)
Delany SJ, & Cunningham P. (2004) An Analysis of Case-base Editing in a Spam
Filtering System, In: Funk P & Gonzales Calero P.A. (eds.), Advances in
Case-Based Reasoning, (Proceedings of Seventh European Conference on Case-Based
Reasoning, ECCBR-04), LNAI 3155 p128-141, Springer Verlag
(BibTeX, pdf)
Barrett R. & Delany SJ., (2004) openMVC:
A Non-proprietary Component-based Framework for Web Applications, WWW2004
13th International World Wide Web Conference, p464-465.
(pdf)