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Bhavani Raskutti

Papers on DiSC'04


Extreme Rebalancing for SVMs: a case study

Publications


Note: Links lead to the DBLP on the Web.

Bhavani Raskutti

Catherine Edwards , Bhavani Raskutti: The Effect of Attribute Scaling on the Performance of Support Vector Machines. Australian Conference on Artificial Intelligence 2004 : 500-512

Alan Herschtal , Bhavani Raskutti: Optimising area under the ROC curve using gradient descent. ICML 2004

Adam Kowalczyk , Bhavani Raskutti, Herman L. Ferrá : Exploring Potential of Leave-One-Out Estimator for Calibration of SVM in Text Mining. PAKDD 2004 : 361-372

Bhavani Raskutti, Adam Kowalczyk : Extreme re-balancing for SVMs: a case study. SIGKDD Explorations 6 (1): 60-69 (2004)

Ingrid Zukerman , Bhavani Raskutti, Yingying Wen : Query Expansion and Query Reduction in Document Retrieval. ICTAI 2003 : 552-559

Adam Kowalczyk , Bhavani Raskutti: Exploring Fringe Settings of SVMs for Classification. PKDD 2003 : 278-290

Ingrid Zukerman , Bhavani Raskutti, Yingying Wen : Experiments in Query Paraphrasing for Information Retrieval. Australian Joint Conference on Artificial Intelligence 2002 : 24-35

Ingrid Zukerman , Bhavani Raskutti: Lexical Query Paraphrasing for Document Retrieval. COLING 2002

Bhavani Raskutti, Herman L. Ferrá , Adam Kowalczyk : Using Unlabelled Data for Text Classification through Addition of Cluster Parameters. ICML 2002 : 514-521

Bhavani Raskutti, Herman L. Ferrá , Adam Kowalczyk : Combining clustering and co-training to enhance text classification using unlabelled data. KDD 2002 : 620-625

Adam Kowalczyk , Bhavani Raskutti: One Class SVM for Yeast Regulation Prediction. SIGKDD Explorations 4 (2): 99-100 (2002)

Adam Kowalczyk , Bhavani Raskutti: Learner's Self-Assessment: A Case Study of SVM for Information Retrieval. Australian Joint Conference on Artificial Intelligence 2001 : 249-260

Bhavani Raskutti, Herman L. Ferrá , Adam Kowalczyk : Second Order Features for Maximising Text Classification Performance. ECML 2001 : 419-430

Bhavani Raskutti, Christopher Leckie : An Evaluation of Criteria for Measuring the Quality of Clusters. IJCAI 1999 : 905-910

P. P. Sember , T. R. Mueller , N. Baker , M. C. Flower , Bhavani Raskutti, W. Wen : Web Cache Focusing Devices. Computer Networks 30 (1-7): 682-684 (1998)

Bhavani Raskutti, Anthony Beitz : Sample Set Assessment for Providing Personalised Recommendations. Australian Joint Conference on Artificial Intelligence 1997 : 359-368

Ian Thomas , Ingrid Zukerman , Jonathan J. Oliver , David W. Albrecht , Bhavani Raskutti: Lexical Access for Speech Understanding using Minimum Message Length Encoding. UAI 1997 : 464-471

Bhavani Raskutti, Ingrid Zukerman : Generating queries and replies during information-seeking interactions. Int. J. Hum.-Comput. Stud. 47 (6): 689-734 (1997)

Bhavani Raskutti, Anthony Beitz , Belinda Ward : A Feature-based Approach to Recommending Selections based on Past Preferences. User Model. User-Adapt. Interact. 7 (3): 179-218 (1997)

Ian Thomas , Ingrid Zukerman , Jonathan J. Oliver , Bhavani Raskutti: Lexical Access using Minimum Message Length Encoding. PRICAI 1996 : 229-240

Bhavani Raskutti, Anthony Beitz : Acquiring User Preferences for Information Filtering in Interactive Multi-Media Services. PRICAI 1996 : 47-58

Bhavani Raskutti, Ingrid Zukerman : A Unified Approach to Handling Uncertainty during Cooperative Consultations. PRICAI 1996 : 85-96

Bhavani Raskutti, Ingrid Zukerman : Acquisition of Information to Determine a User's Plan. ECAI 1994 : 28-32

Bhavani Raskutti, Ingrid Zukerman : Handling Uncertainty During Plan Recognition in Task-Oriented Consultation Systems. UAI 1991 : 308-315

Bhavani Raskutti, Ingrid Zukerman : Generation and Selection of Likely Interpretations during Plan Recognition in Task-Oriented Consultation Systems. User Model. User-Adapt. Interact. 1 (3-4): 323-353 (1991)

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