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Papers
2007
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Blaz Fortuna, Eduarda Mendes Rodrigues, Natasa Milic-Frayling.
Improving the Classification of Newsgroup Messages
through Social Network analysis. Proceedings of ACM Sixteenth
Conference on Information and Knowledge Management (CIKM
2007), Lisbon, Portugal, November 6-9, 2007.
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Eduarda Mendes Rodrigues, Natasa Milic-Frayling, Blaz Fortuna.
Detection of Web Subsites: Concepts,
Algorithms, and Evaluation Issues. Proceedings of the 2007 IEEE/WIC/ACM
International Conference on Web Intelligence (WI'07),
Silicon Valley, USA,
November 2-5, 2007.
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Natasa Milic-Frayling, Martin Hicks, Rachel Jones, Jamie Costello.
On the Design and Evaluation of Web Augmented
Mobile Applications. Proceedings of the 9th International Conference
Human Computer Interaction with Mobile Devices and Services (Mobile HCI 2007),
Singapore, September 9-12, 2007.
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Rachel Jones, Natasa Milic-Frayling, Kerry Rodden, Alan Blackwell. Contextual Method for the Redesign of Existing Software
Products, International Journal of Human-Computer Interaction, Vol. 22,
No. 1, 2007.
2006
- Vishwa Vinay, Ingemar J. Cox, Natasa Milic-Frayling, Kenneth R. Wood.
Can constrained relevance
feedback and display strategies help users retrieve items on mobile devices?
Information Retrieval, vol 9, no 4, pp 435-453,
September 2006.
- Jan Muntermann, Natasa Milic-Frayling.
Enhancing Asynchronous User Communication with Cross Platform and Channel Agnostic Messaging Services. Proceedings of the Twelfth Americas Conference on Information Systems (AMCIS'06),
Acapulco, Mexico, August 4-6, 2006.
- Vishwa Vinay, Ingemar J. Cox, Natasa Milic-Frayling, Kenneth R. Wood.
On Ranking the Effectiveness of Searches. Proceedings of the 29th annual
international ACM SIGIR conference on Research and Development in Information Retrieval
(SIGIR2006), August 7-9, 2006.
2005
- Vishwa Vinay, Ingemar J. Cox, Wood, Kenneth R. Wood, Natasa Milic-Frayling.
A Comparison of Dimensionality Reduction Techniques
for Text Retrieval. Proceedings of the Fourth international Conference
on Machine Learning and Applications (ICMLA'05), vol 00, pp 293-298, December 15-17,
2005.
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Janez Brank, Natasa Milic-Frayling, Anthony Frayling, Gavin Smyth.
Predictive Algorithms for Browser Support of Habitual User Activities on the Web.
The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI2005),
Compiegne, France, September 2005.
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Jure Leskovec, Natasa Milic-Frayling, Marko Grobelnik.
Impact of Linguistic Analysis on the Semantic Graph Coverage and Learning of Document Extracts. The 12th National Conference On Artificial Intelligence (AAAI2005), Pittsburgh, PA, USA, July 2005 [PDF].
- Natasa Milic-Frayling. Text Processing and Information Retrieval,
Text Mining and its Applications to Intelligence, CRM and Knowledge Management, Editor: Alessandro Zanasi. Wessex Institute of Technology Press, May 2005.
- Vishwa Vinay, Kenneth R. Wood, Natasa Milic-Frayling, Ingemar J. Cox. Comparing Relevance Feedback Algorithms for Web Search. The 14th International World Wide Web Conference (WWW2005), Chibe, Japan, May 2005.
- Vishwa Vinay, Ingemar J. Cox, Natasa Milic-Frayling, Kenneth R.
Wood. Evaluating Relevance Feedback Algorithms for Searching on Small Displays. The 26th European Conference on Information Retrieval
(ECIR2005), pp 185-100, Santiago de Compostela, Spain, March 2005.
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Natasa Milic-Frayling, Dunja Mladenic, Janez Brank, Marko Grobelnik. Sparsity Analysis of Term Weighting Schemes and Application to Text Classification. PASCAL - Subspace, Latent Structure and Feature Selection Techniques: Statistical and Optimisation Perspectives Workshop. Bohinj, Slovenia, February 2005.
2004
- Jure Leskovec, Marko Grobelnik, Natasa Milic-Frayling. Learning Sub-structures of Document Semantic Graphs for Document Summarization. Proceedings of the 7th International Multi-Conference Information Society (IS 2004), Ljubljana, Slovenia, October 2004.
- Vishwa Vinay, Ingemar J. Cox, Natasa Milic-Frayling, Kenneth R. Wood. Evaluating Relevance Feedback and Display Strategies for Searching on Small Displays. The 11th Symposium on String Processing and Information Retrieval (SPIRE2004), pp 131-133. Padova, Italy, October 2004.
- Jure Leskovec, Marko Grobelnik, Natasa Milic-Frayling.
Learning Sub-structures of Document Semantic Graphs for Document Summarization.
KDD2004 Workshop on Link Analysis. Seattle, Washington, US, 2004.
- Dunja Mladenic, Janez Brank, Marko Grobelnik, Natasa Milic-Frayling.
Feature Selection Using Linear Classifier Weights: Interaction With Classification
Models. The 27th Annual International ACM SIGIR Conference (SIGIR2004), pp. 234-241, Sheffield, UK,
July 2004.
- Natasa Milic-Frayling, Rachel Jones, Kerry Rodden, Gavin Smyth, Alan Blackwell, Ralph Sommerer. SmartBack:
Supporting Users in Back Navigation. The 13th International World Wide
Web Conference (WWW2004),
pp 63-71, New York City, NY, USA, May 2004.
- Natasa Milic-Frayling, Ralph Sommerer, Kerry Rodden, and Alan Blackwell. SmartView and SearchMobil: Providing Overview and Detail in Handheld Browsing, Mobile and Ubiquitous Information Access (Lecture Notes on Computer Science), Springer, pp 158-171, 2004 (invited paper).
2003
- Natasa Milic-Frayling, Ralph Sommerer, Kerry Rodden. WebScout: Support for Revisitation of Web pages within a Navigation Session, Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence (WI2003), pp 689-693, Halifax, Canada, October 2003.
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Natasa Milic-Frayling, Ralph Sommerer, Kerry Rodden, Alan Blackwell.
SearchMobil: Web Viewing and Search for Mobile Devices, The Twelfth
International World Wide Web Conference (WWW2003),
Budapest, Hungary, 2003.
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Natasa Milic-Frayling, Ralph Sommerer, Gavin Smyth.
MIDAS: Towards Rich Site Structure and Content Metadata, The Twelfth
International World Wide Web Conference (WWW2003),
Budapest, Hungary, 2003.
- Natasa Milic-Frayling, Ralph Sommerer.
Enhanced Web Publishing: Towards Integration of Search and Browsing,
Libraries in the Digital Age 2003 (LIDA2003), Dubrovnik and Mljet, Croatia, 2003.
- Natasa Milic-Frayling, Ralph Sommerer, Kerry Rodden, Alan Blackwell.
Effective Web Searching on Mobile Devices. Proceedings of the 17th Annual Conference on Human-Computer Interaction (HCI2003), pp 281-296, Bath, United Kingdom, 2003.
2002
- Janez Brank, Marko Grobelnik, Natasa Milic-Frayling, Dunja Mladenic.
Feature Selection Using Support Vector Machines. Proceedings of the 3rd International Conference on Data Mining Methods and Databases for Engineering, Finance, and Other Fields. Bologna, Italy, September 2002.
- Natasa Milic-Frayling, Ralph Sommerer.
SmartView: Flexible Viewing of Web Page Contents, The Eleventh International
World Wide Web Conference (WWW2002),
Honolulu HI, USA, 2002.
- Natasa Milic-Frayling, Ralph Sommerer, Robert Tucker.
MS WebScout: Web Navigation Aid and Personal Web History Explorer, The
Eleventh International World Wide Web Conference (WWW2002),
Honolulu HI, USA, 2002.
- Janez Brank, Marko Grobelnik, Natasa Milic-Frayling, Dunja Mladenic.
Interaction of Feature Selection Methods and Linear Classification Models.
ICML2002 Text Learning Workshop, Sydney, Australia, June 2002.
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Natasa Milic-Frayling, Ralph Sommerer. SearchMobil: Search Support Interface for PDAs. SIGIR 2002,
Workshop on Mobile Personal Information Retrieval, Tampere, Finland, 2002.
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Natasa Milic-Frayling, Ralph Sommerer. Perspectives: Use of digital information.
Libraries in the Digital Age (LIDA2002) Conference, Dubrovnik, Croatia, 2002 (invited presentation).
2001
Technical Reports
2006
- Eduarda Mendes Rodrigues, Natasa Milic-Frayling, Martin Hicks, Gavin Smyth. Link
Structure Graphs for Representing and Analyzing Web Sites, Microsoft Research Technical
Report MSR-TR-2006-94, June 2006.
2005
2004
- Janez Brank, Natasa Milic-Frayling, Anthony Frayling, Gavin Smyth. Predictive Algorithms for Browser Support of Habitual User Activities on the Web, Microsoft Research Technical Report MSR-TR-2004-122, November 2004.
- Natasa Milic-Frayling, Rachel Jones, Kerry Rodden, Gavin Smyth, Anthony Frayling. Designing for Web Revisitation: Exploring Structure from User Interaction and Navigation, Microsoft Research Technical Report MSR-TR-2004-97, September 2004.
- Rachel Jones, Natasa Milic-Frayling, Kerry Rodden, Alan Blackwell. Contextual Method for the Re-design of Existing Software Products, Microsoft Research Technical Report MSR-TR-2004-96, September 2004.
2003
- Natasa Milic-Frayling, Dunja Mladenic, Janez Brank, Marko Grobelnik. Sparsity Analysis of Term Weighting Schemes: Application to Feature Selection, Microsoft Research Technical Report MSR-TR-2003-35, April 2003.
- Janez Brank, Marko Grobelnik, Natasa Milic-Frayling, Dunja Mladenic. Training Text Classifiers with SVM on Very Few Positive Examples, Microsoft Research Technical Report MSR-TR-2003-34, April 2003.
2002
2001
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