Presentation
Schedule
EE 380L - A Practicum in Data Mining
Spring 2002
- Improved
Algorithms for Topic Distillation in a Hyperlinked Environment
Krishna Bharat and Monika Henzinger
Research and Development in Information Retrieval, 104-111, 1998
Lorenzo Thione 2002-02-13
- Stable
Methods for Link Analysis
A. Ng, A. Zheng, M. Jordan. SIGIR-01
Sreangsu
Acharyya 2002-02-13
- The small-world
phenomenon: An algorithmic perspective.
Jon Kleinberg.
Cornell Computer Science Technical Report 99-1776, October 1999.
Suju Rajan 2002-02-13
- Latent
Semantic Kernels
Nello Cristianini and Huma Lodhi and John Shawe-Taylor
Journal of Intelligent Information Systems, 18:2/3, 127-152, 2002
Rasmus Pederson 2002-02-18
- Improving
Text Categorization Methods for Event Tracking.
Y. Yang, T. Ault, T. Pierce
& C. Lattimer. SIGIR-01.
Suju Rajan 2002-02-27
- Text
Classification by Bootstrapping with Keywords, EM and Shrinkage
Andrew MacCallum and Kamal Nigam
ACL Workshop for Unsupervised Learning in Natural Language Processing,
1999
Lorenzo Thione 2002-02-27
- A
Probabilistic Framework for the Hierarchic Organisation and Classification
of Document Collections
Alexei Vinokourov and Mark Girolami
BUBL journals: Information Processing and Management, 2002
Adrian Agogino 2002-02-27
- Transductive
Inference for Text Classification using Support Vector Machines.
T.
Joachims. ICML-99.
Rasmus Pederson 2002-03-06
- On
Feature Distributional Clustering for Text Categorization
Ron Bekkerman, Ran El-Yaniv, Naftali Tishby and Yoad Winter, SIGIR-01
Juan Du 2002-03-20
- Learning
the Similarity of Documents
Thomas Hofmann, NIPS-12, MIT Press 2000
Shi Zhong 2002-03-20
- The missing link -
a probabilistic model of document content and hypertext connectivity
David Cohn and Thomas Hofmann, NIPS-13, 2001
Sreangsu Acharyya 2002-04-01
- Context
and Page Analysis for Improved Web Search
Steve Lawrence and C. Lee Giles
IEEE Internet Computing, vol.2, no.4, pp38-46, 1998
Alexander Strehl 2002-04-01
- Navigation
Analysis Tool based on the Correlation between Contents Distribution and
Access Patterns
Hiroki Kato, Takehiro Nakayama, Yohei Yamane
Proc. Web Mining Workshop, KDD2000
Alexander Strehl 2002-04-15
- Adaptive Web
Navigation for Wireless Devices.
C. Anderson, P. Domingos
& D. Weld. IJCAI-01.
Adrian Agogino 2002-04-15
- Learning
Probabilistic Models of the Web,
Thomas Hofmann, ACM SIGIR 2000
Shi Zhong 2002-04-15
- Mining the Web for Relations,
Neel Sundaresan and Jeonghee Yi, WWW9
Juan Du 2002-04-15
- Analysing
navigation behaviour in web sites integrating multiple information systems
Bettina Berendt and Myra Spiliopoulou
VLDB Journal,
Special Issue on Databases and the Web, 2000
Suju Rajan 2002-04-22
- HyPursuit:
A Hierarchical Network Search Engine that Exploits Content-Link Hypertext
Clustering
Ron Weiss, et. al.,
Proceedings of the Seventh ACM Conference on Hypertext, Washington,
DC, March 1996
Sreangsu Acharyya 2002-04-22
- Is
it all about connections? Factors affecting the performance of a
link-based recommender system
Miles Efron and Gary Geisler, SIGIR-01 Workshop on Recommender
Systems
Lorenzo Thione 2002-04-22
- Dependency
networks for inference, collaborative filtering and data visualizations
David Heckerman, et. al., Tech. Report, Microsoft Research
Rasmus Pederson 2002-04-24
- The Lumiere Project: Bayesian
User Modeling for Inferring the Goals and Needs of Software Users
Eric Horvitz, et. al., Proc. of the 14th Conf. on Uncertainty in
Artificial Intelligence, 1998
Alexander Strehl 2002-04-24
- PVA:
A Self-Adaptive Personal View Agent
Chien Chin Chen, Meng Chang Chen and Yeali Sun
Journal of Intelligent Information Systems, 18:2/3, 173-194, 2002
Adrian Agogino 2002-04-24
- Discovery
of Aggregate Usage Profiles for Web Personalization
B. Mobasher, H. Dai, T. Luo, and M. Nakagawa
in Proceedings of the Web Mining for E-Commerce Workshop (WebKDD'2000),
held in conjunction with the ACM-SIGKDD Conference on Knowledge Discovery
in Databases (KDD'2000), August 2000, Boston.
Juan Du 2002-04-24
Last updated 02/2002